0 0_1 6 2_ 4- 4 F H R r e p ort s
M o d elli n g w a t e r a v ail a bili t y a n d w a t e r all o c a ti o n s t r a t e gi es i n t h e S c h el d t b asi n S u b r e p ort 4- 4 A n al ys es of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
w w w. fl a n d ers h y dr a uli c sr e s e ar c h. b e
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
Dri di, K.; M ar o y, E.; V el ez, C.; P er eir a, F.; N oss e nt, J.; M ost a ert, F.
C o v er fi g ur e © T h e G o v er n m e nt of Fl a n d er s, D e p art m e nt of M o bilit y a n d P u bli c W or ks, Fl a n d ers H y dr a uli cs R es e ar c h L e g al n oti c e Fl a n d ers H y dr a uli cs R es e ar c h i s of t h e o pi ni o n t h at t h e i nf or m ati o n a n d p ositi o ns i n t his r e p ort ar e s u bst a nti at e d b y t h e a v ail a bl e d at a a n d k n o wl e d g e at t h e ti m e of writi n g. T h e p ositi o ns t a k e n i n t hi s r e p ort ar e t h os e of Fl a n d er s H y dr a uli cs R es e ar c h a n d d o n ot r efl e ct n e c ess aril y t h e o pi ni o n of t h e G o v er n m e nt of Fl a n d er s or a n y of its i nstit uti o ns. Fl a n d ers H y dr a uli cs R es e ar c h n or a n y p ers o n or c o m p a n y a cti n g o n b e h alf of Fl a n d ers H y dr a uli cs R es e ar c h is r es p o nsi bl e f or a n y l oss or d a m a g e arisi n g fr o m t h e us e of t h e i nf or m ati o n i n t his r e p ort. C o p yri g ht a n d cit ati o n © T h e G o v er n m e nt of Fl a n d er s, D e p art m e nt of M o bilit y a n d P u bli c W or ks, Fl a n d ers H y dr a uli cs R es e ar c h 2 0 2 1 D/ 2 0 2 1/ 3 2 4 1/ 1 3 5 T his p u bli c ati o n s h o ul d b e cit e d a s f oll o ws: Dri di, K.; M ar o y, E.; V el ez, C.; P er eir a, F.; N os s e nt, J.; M ost a ert, F. ( 2 0 2 1). M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n: S u b r e p ort 4- 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M. V ersi o n 2. 0. F H R R e p orts, 0 0 _ 1 6 2 _ 4- 4. Fl a n d ers H y dr a uli cs R es e ar c h: A nt w er p, B el gi u m R e pr o d u cti o n of a n d r ef er e n c e t o t his p u bli c ati o n is a ut h oris e d pr o vi d e d t h e s o ur c e is a c k n o wl e d g e d c orr e ctl y. D o c u m e nt i d e ntifi c ati o n C ust o m er: K e y w or ds ( 3- 5): K n o wl e d g e d o m ai ns: T e xt ( p.): C o nfi d e nti alit y:
Fl a n d ers H y dr a uli cs R es e ar c h H y dr ol o g y, S c h el dt, c ali br ati o n, N A M W at er m a n a g e m e nt > H y dr ol o g y > C o n c e pt u al 85 No A v ail a bl e
A ut h or(s):
N ar a nj o, P.; M ar o y, E.; V el ez, C.
R ef.:
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
M o d els > N u m eri c al m o d elli n g A p p e n di c es ( p.): 326 o nli n e
C o ntr ol Na me R e vis er(s):
Pr oj e ct l e a d er:
Si g n at ur e N oss e nt, J.;
P er eir a, F.
G et e k e n d d o or: Jiri N o s s e nt ( Si g n at ur e) G et e k e n d o p: 2 0 2 1- 0 7- 0 8 1 0: 3 0: 0 5 + 0 2: 0 R e d e n:I k k e ur dit d o c u m e nt g o e d
G et e k e n d d o or: F er n a n d o P er eir a ( Si g n at G et e k e n d o p: 2 0 2 1- 0 7- 0 2 1 3: 3 9: 1 8 + 0 2: 0 R e d e n:I k k e ur dit d o c u m e nt g o e d
A p pr o v al H e a d of Di visi o n:
F- W L- P P 1 0- 2 V ersi o n 7 V ali d as fr o m 3/ 0 1/ 2 0 1 7
M ost a ert, F.
G et e k e n d d o or: Fr a n k M o st a ert ( Si g n at ur e G et e k e n d o p: 2 0 2 1- 0 7- 0 2 1 3: 1 1: 0 1 + 0 2: 0 R e d e n:I k k e ur dit d o c u m e nt g o e d
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4- 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
A bstr a ct T h e w at er b al a n c e m o d el of t h e S c h el dt a n d M e us e b asi ns will b e us e d i n or d er t o p erf or m l o w fl o w f or e c asts a n d c al c ul at e cli m at e c h a n g e s c e n ari os. Wit hi n t h e c urr e nt s u bt as k is i n v esti g at e d w hi c h is t h e m ost a p pr o pri at e h y dr ol o gi c al m o d el f or t h e s u b c at ch m e nts of t h e w at er b al a n c e m o d el of t h e S c h el dt b asi n i n or d er t o m e et t his pr er e q uisit e. T his s u b r e p ort d es cri b es t h e c ali br ati o n a n d e v al u ati o n of t h e V H M m o d el, a l u m p e d c o n c e pt u al m o d el f or c o nti n u o us r ai nf all -r u n off si m ul ati o n ( Will e ms P., 2 0 1 4) d ev el o p e d b y t h e H y dr a uli cs Di visi o n i n K U L e u v e n i n B el gi u m. T h e o pti miz ati o n d uri n g c ali br ati o n is p erf or m e d b as e d o n a n a ut o m ati c pr o c e d ur e, f oll o w e d b y a vis u al c o ntr ol. D uri n g t h e o pti miz ati o n r o uti n e t h e p ar a m et er s ets ar e s el e ct e d b as e d o n 2 crit eri a: ( 1) a bs ol ut e err or o n c u m ul at e d t ot al f l o w at e a c h ti m e st e p, a n d ( 2) l o g arit h mi c N as h-S ut cliff effi ci e n c y. T h e first crit eri o n ai ms t o m o d el t h e gl o b al fl o w p att er n, t h e l att er f o c us es m ai nl y o n t h e l o w fl o ws. O v er all, t h e p erf or m a n c e of t h e c ali br at e d V H M m o d els is si mil ar c o m p ar e d t o t h e ot h er l u m p e d r ai nf all r u n off m o d els alr e a d y c ali br at e d: P D M, N A M a n d W E T S P A. T h e s u m m ariz e d r es ults f or e a c h of t h e g a u g e d s u b c at c h m e nts wit hi n t h e st u d y ar e a, all o w t h e us er t o g et i nsi g ht i n t h e p erf or m a n c e of t h e V H M m o d el f or e a c h of t h e i n v ol v e d s u b c atc h m e nts . B as e d o n t his i nf or m ati o n a n d t h e e v al u ati o n of t h e N A M, P D M a n d W E T S P A m o d els, t h e us er c a n m a k e a w ell -gr o u n d e d d e cisi o n o n w hi c h m o d el t o us e f or t h e c o nsi d er e d o bj e cti v e.
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
III
F- W L -P P 1 0 -2 V ersi o n 7 V ali d as fr o m 3/ 0 1/ 2 0 1 7
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
C o nt e nts A bstr a ct ............................................................................................................................................................ III C o nt e nts ............................................................................................................................................................ V List of t a bl es .................................................................................................................................................... VIII List of fi g ur es .................................................................................................................................................... I X 1
2
3
4
5
6
I ntr o d u cti o n............................................................................................................................................... 1 1. 1
O bj e cti v es ............................................................................................................................................ 1
1. 2
Str u ct ur e of t h e r e p ort ........................................................................................................................ 1
C at c h m e nt d eli n e ati o n .............................................................................................................................. 2 2. 1
G e n er al ................................................................................................................................................ 2
2. 2
G a u g e d c at c h m e nts ............................................................................................................................ 4
2. 3
U n g a u g e d c at c h m e nts ........................................................................................................................ 5
I n p ut d at a pr e pr o c essi n g........................................................................................................................... 6 3. 1
T hi ess e n p ol y g o n m et h o d ................................................................................................................... 6
3. 2
Pr e ci pit ati o n ........................................................................................................................................ 6
3. 3
E v a p otr a ns pir ati o n .............................................................................................................................. 7
R ai nf all -r u n off m o d elli n g m et h o d ol o g y .................................................................................................... 8 4. 1
Str u ct ur e of t h e V H M h y dr ol o gi c al m o d el .......................................................................................... 8
4. 2
V H M p ar a m et ers d es cri pti o n .............................................................................................................. 9
C ali br ati o n str at e g y ................................................................................................................................. 1 0 5. 1
O pti miz ati o n al g orit h m ..................................................................................................................... 1 0
5. 2
O bj e cti v e f u n cti o n ............................................................................................................................. 1 0
5. 4
I m pl e m e nt ati o n i n P yt h o n ................................................................................................................ 1 3
V H M m o d el c ali br ati o n ............................................................................................................................ 1 4 6.1
M o d el c o nfi g ur ati o n ......................................................................................................................... 1 4
6. 2
M o d el e v al u ati o n .............................................................................................................................. 1 4
6. 3
IJz er b asi n .......................................................................................................................................... 1 5
6. 3. 1
C o nt e xt ....................................................................................................................................... 1 5
6. 3. 2
M o d el p erf or m a n c e ................................................................................................................... 1 6
6. 4
Br u gs e P ol d ers .................................................................................................................................. 2 2
6. 4. 1
C o nt e xt ....................................................................................................................................... 2 2
6. 4. 2
M o d el p erf or m a n c e ................................................................................................................... 2 2
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
V
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
6. 5
G e nts e K a n al e n ................................................................................................................................. 2 8
6. 5. 1
C o nt e xt ....................................................................................................................................... 2 8
6. 5. 2
M o d el p erf or m a n c e ................................................................................................................... 2 8
6. 6
B e n e d e ns c h el d e ................................................................................................................................ 3 2
6. 6. 1
C o nt e xt ....................................................................................................................................... 3 2
6. 6. 2
M o d el p erf or m a n c e ................................................................................................................... 3 2
6. 7
L ei e .................................................................................................................................................... 3 8
6. 7. 1
C o nt e xt ....................................................................................................................................... 3 8
6. 7. 2
M o d el p erf or m a n c es ................................................................................................................. 3 9
6. 8
B o v e ns c h el d e .................................................................................................................................... 4 4
6. 8. 1
C o nt e xt ....................................................................................................................................... 4 4
6. 8. 2
M o d el p erf or m a n c e ................................................................................................................... 4 4
6. 9
D e n d er b e k k e n ................................................................................................................................... 5 0
6. 9. 1
C o nt e xt ....................................................................................................................................... 5 0
6. 9. 2
M o d el p erf or m a n c e ................................................................................................................... 5 0
6. 1 0
Dijl e a n d Z e n n e .............................................................................................................................. 5 6
6. 1 0. 1
C o nt e xt ................................................................................................................................... 5 6
6. 1 0. 2
M o d el p erf or m a n c e ............................................................................................................... 5 6
6. 1 1
D e m er b e k k e n ................................................................................................................................ 6 2
6. 1 1. 1
C o nt e xt ................................................................................................................................... 6 2
6. 1 1. 2
M o d el p erf or m a n c e ............................................................................................................... 6 3
6. 1 2
N et e b e k k e n ................................................................................................................................... 7 0
6. 1 2. 1
C o nt e xt ................................................................................................................................... 7 0
6. 1 2. 2
M o d el p erf or m a n c e ............................................................................................................... 7 0
6. 1 3
M a as b e k k e n .................................................................................................................................. 7 6
6. 1 3. 1
C o nt e xt ................................................................................................................................... 7 6
6. 1 3. 2
M o d el p erf or m a n c e ............................................................................................................... 7 7
7
S u m m ar y .................................................................................................................................................. 8 2
8
C o n cl usi o ns a n d r e c o m m e n d ati o ns ........................................................................................................ 8 3
9
R ef er e n c es ............................................................................................................................................... 8 4
A p p e n di x 1
List of o pti miz e d p ar a m et ers f or g a u g e d c at c h m e nts ........................................................... A 1
A p p e n di x 2
List of tr a nsf err e d p ar a m et ers f or u n g a u g e d c at c h m e nts ..................................................... A 3
A p p e n di x 3
Ijz er....................................................................................................................................... A1 9
A p p e n di x 4
Br u gs e P ol d ers ...................................................................................................................... A5 7
A p p e n di x 5
G e nts e K a n al e n .................................................................................................................... A7 9
VI
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
A p p e n di x 6
B e n e d e ns c h el d e ................................................................................................................... A8 6
A p p e n di x 7
L ei e ....................................................................................................................................... A9 7
A p p e n di x 8
B o v e ns c h el d e ..................................................................................................................... A1 1 3
A p p e n di x 9
D e n d er ................................................................................................................................ A1 3 4
A p p e n di x 1 0
Dijl e a n d Z e n n e ................................................................................................................... A1 6 3
A p p e n di x 1 1
D e m er ................................................................................................................................. A1 9 5
A p p e n di x 1 2
N et e .................................................................................................................................... A2 5 1
A p p e n di x 1 3
M e us e ................................................................................................................................. A2 7 9
A p p e n di x 1 4
G e o gr a p hi c al o v er vi e w c ali br ati o n .................................................................................... A3 2 3
A p p e n di x
Fi n al v ersi o n
1 5 G e o gr a p hi c al o v er vi e w v ali d ati o n .................................................................................... A3 2 5
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
VII
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
List of t a bl es T a bl e 1 – List of g a u gi n g st ati o ns o n t h e S c h el dt a n d its tri b ut ari es f or c ali br ati o n of h y dr ol o gi c al m o d els ... 4 T a bl e 2 – C at c h m e nts c ali br at e d j oi ntl y b as e d o n o n e g a u gi n g st ati o n ............................................................ 5 T a bl e 3 – N u m b er of r ai n g a u g es p er h y dr o gr a p hi c b asi n ................................................................................ 6 T a bl e 4: V H M p ar a m et ers a n d o pti miz ati o n b o u n d ari e s ................................................................................ 1 3 T a bl e 5 – O v er vi e w of c ali br ati o n r es ults f or g a u g e d s u b c at c h m e nts i n t h e IJz er b asi n ................................ 1 7 T a bl e 6 – O v er vi e w of v ali d ati o n r es ul ts f or g a u g e d s u b c at c h m e nts i n t h e IJz er b asi n .................................. 1 7 T a bl e 7 – O v er vi e w of c ali br ati o n r es ults f or g a u g e d c at c h m e nts o n t h e Br u gs e P ol d ers ............................. 2 3 T a bl e 8 – O v er vi e w of v ali d ati o n r es ults f or g a u g e d c at c h m e nts o n t h e Br u gs e P ol d ers ............................... 2 3 T a bl e 9 – O v er vi e w of c ali br ati o n r es ults f or g a u g e d c at c h m e nts o n t h e G e nts e K a n al e n ............................ 2 9 T a bl e 1 0 – O v er vi e w of v ali d ati o n r es ults f or g a u g e d c at c h m e nts o n t h e G e nts e K a n al e n ........................... 2 9 T a bl e 1 1 – O v er vi e w of c ali br ati o n r es ults f or g a u g e d c at c h m e nts o n t h e B e n e d e ns c h el d e b asi n ............... 3 3 T a bl e 1 2 – O v er vi e w of v ali d ati o n r es ults f or g a u g e d c at c h m e nts o n t h e B e n e d e ns c h el d e b asi n ................. 3 3 T a bl e 1 3 – O v er vi e w of c ali br ati o n r es ults f or g a u g e d c at c h m e nts o n t h e L ei e b asi n ................................... 3 9 T a bl e 1 4 – O v er vi e w of v ali d ati o n r es ults f or g a u g e d c at c h m e nts o n t h e L ei e b asi n ..................................... 3 9 T a bl e 1 5 – O v er vi e w of c ali br ati o n r es ults f or g a u g e d c at c h m e nts o n t h e B o v e ns c h el d e b asi n .................... 4 5 T a bl e 1 6 – O v e r vi e w of v ali d ati o n r es ults f or g a u g e d c at c h m e nts o n t h e B o v e ns c h el d e b asi n ..................... 4 5 T a bl e 1 7 – O v er vi e w of c ali br ati o n r es ults f or g a u g e d c at c h m e nts o n t h e D e n d er b asi n .............................. 5 1 T a bl e 1 8 – O v er vi e w of v ali d ati o n r es ults f or g a u g e d c at c h m e nts o n t h e D e n d er b asi n ............................... 5 1 T a bl e 1 9 – O v er vi e w of c ali br ati o n r es ults f or g a u g e d c at c h m e nts o n t h e Dijl e a n d Z e n n e b asi ns ............... 5 7 T a bl e 2 0 – O v er vi e w of v ali d ati o n r es ults f or g a u g e d c at c h m e nts o n t h e Dijl e a n d Z e n n e b asi ns ................. 5 7 T a bl e 2 1 – O v er vi e w of c ali br ati o n r es ults f or g a u g e d c at c h m e nts o n t h e D e m er b asi n ............................... 6 5 T a bl e 2 2 – O v er vi e w of v ali d ati o n r es ults f or g a u g e d c at c h m e nts o n t h e D e m er b asi n ................................ 6 5 T a bl e 2 3 – O v er vi e w of c ali br ati o n r es ults f or g a u g e d c at c h m e nts o n t h e N et e b asi n .................................. 7 1 T a bl e 2 4 – O v er vi e w of v ali d ati o n r es ults f or g a u g e d c at c h m e nts o n t h e N et e b asi n ................................... 7 1 T a bl e 2 5 – O v er vi e w of c ali br ati o n r es ults f or g a u g e d c at c h m e nts o n t h e M e us e b asi n ............................... 7 7 T a bl e 2 6 – O v er vi e w of v ali d ati o n r es ults f or g a u g e d c at c h m e nts o n t h e M e us e b asi n ................................ 7 7
VIII
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
L ist of fi g ur es Fi g ur e 1 – M a p of g a u g e d a n d u n g a u g e d c at c h m e nts of t h e S c h el dt b asi n, M e us e, t h e Br u gs e p ol d ers a n d t h e IJz er.................................................................................................................................................................... 3 Fi g ur e 2 – Str u ct ur e of t h e V H M m o d el ( Will e ms, P., 2 0 1 4) ............................................................................. 8 Fi g ur e 3 – All e v al u at e d c a n di d at es (i n di vi d u als) a n d fi n al p o p ul ati o n of s ol uti o ns ( P ar et o fr o nt) ................ 1 1 Fi g ur e 4 – R es c al e d fi n al p o p ul ati o n of s ol uti o ns ( P ar et o fr o nt) .................................................................... 1 2 Fi g ur e 5 – C at c h m e nts a n d fl o w m et eri n g st ati o n o n t h e IJz er b asi n ............................................................. 1 6 Fi g ur e 6 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] o n c at c h m e nt V 0 1 H A N 4 8 8 1 8 0, st ati o n 4 8 8 1 0 1 0 2 - H a n dz a m e v a art; K ort e m ar k ( 2 0 0 1 -2 0 1 3) ........................................................................ 1 8 Fi g ur e 7 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e dis c h ar g e [ m³] o n c at c h m e nt V 0 1 H A N 4 8 8 1 8 0, st ati o n 4 8 8 1 0 1 0 2 - H a n dz a m e v a art; K ort e m ar k ( 2 0 0 1 -2 0 1 3) ........................................................................ 1 8 F i g ur e 8 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nts o n c at c h m e nt V 0 1 H A N 4 8 8 1 8 0, st ati o n 4 8 8 1 0 1 0 2 - H a n dz a m e v a art; K ort e m ar k .......................................... 1 9 Fi g ur e 9 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] o n c at c h m e nt V 0 1I E P 4 9 5 0 8 0 , st ati o n 4 9 5 1 0 1 0 2 - I e p erl e e; Z ui ds c h ot e 1 9 9 6-2 0 0 8) ..................................................................................... 1 9 Fi g ur e 1 0 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e dis c h ar g e [ m³] o n c at c h m e nt V 0 1I E P 4 9 5 0 8 0 , st ati o n 4 9 5 1 0 1 0 2 - I e p erl e e; Z ui ds c h ot e ( 1 9 9 6-2 0 0 8) .................................................................................... 2 0 Fi g ur e 1 1 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nts o n c at c h m e nt V 0 1I E P 4 9 5 0 8 0 , st ati o n 4 9 5 1 0 1 0 2 - I e p erl e e; Z ui ds c h ot e ............................................ 2 0 Fi g ur e 1 2 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nts o n c at c h m e nt V 0 1I E P 4 9 5 0 8 0 , st ati o n 4 9 5 1 0 1 0 2 - I e p erl e e; Z ui ds c h ot e ............................................ 2 1 Fi g ur e 1 3 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] d uri n g tr a nsiti o n e v e nts o n c at c h m e nt V 0 1I E P 4 9 5 0 8 0 , st ati o n 4 9 5 1 0 1 0 2 - I e p erl e e; Z ui ds c h ot e ............................................................................... 2 1 Fi g ur e 1 4 – S u b c at c h m e nts a n d m e as ur e m e nt p oi nts i n t h e c at c h m e nt of t h e Br u gs e P ol d ers .................... 2 2 Fi g ur e 1 5 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] o n c at c h m e nt V 0 2 E D E 4 4 2 1 2 0, st ati o n 4 4 2 1 0 1 0 2 - M al d e g e m( 2 0 0 1 -2 0 1 3) ..................................................................................................... 2 4 Fi g ur e 1 6 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e dis c h ar g e [ m³] o n c at c h m e nt V 0 2 E D E 4 4 2 1 2 0, st ati o n 4 4 2 1 0 1 0 2 - M al d e g e m ( 2 0 0 1 -2 0 1 3) .................................................................................................... 2 4 Fi g ur e 1 7 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nts o n c at c h m e nt V 0 2 E D E 4 4 2 1 2 0, st ati o n 4 4 2 1 0 1 0 2 – M al d e g e m .......................................................... 2 5 Fi g ur e 1 8 – M e as ur e d (r e d) a n d s i m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] o n c at c h m e nt V 0 2 H E R 4 2 6 0 1 0, st ati o n 4 2 6 1 0 1 0 2 - H erts b er g e b e e k; O ost k a m p ( 2 0 0 1 -2 0 1 3) ......................................................................... 2 6 Fi g ur e 1 9 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e dis c h ar g e [ m³] o n c at c h m e nt V 0 2 H E R 4 2 6 0 1 0, st ati o n 4 2 6 1 0 1 0 2 - H erts b er g e b e e k; O ost k a m p ( 2 0 0 1 -2 0 1 3 ) ......................................................................... 2 6 Fi g ur e 2 0 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nts o n c at c h m e nt V 0 2 H E R 4 2 6 0 1 0, st ati o n 4 2 6 1 0 1 0 2 - H erts b er g e b e e k; O ost k a m p ................................ 2 7 Fi g ur e 2 1 – S u b c at c h m e nts a n d m e as ur e m e nt p oi nts o n t h e G e nts e K a n al e n c at c h m e nt ............................ 2 8
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
IX
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 2 2 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] o n c at c h m e nt V 0 3 P O E 4 4 6 0 0 0, st ati o n 4 4 6 5 6 1 2 2 - P o e k e b e e k; N e v el e( 1 9 9 3 -2 0 1 0) ....................................................................................... 2 9 Fi g ur e 2 3 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e dis c h ar g e [ m³] o n c at c h m e nt V 0 3 P O E 4 4 6 0 0 0, st ati o n 4 4 6 5 6 1 2 2 - P o e k e b e e k; N e v el e ( 1 9 9 3 -2 0 1 0) ...................................................................................... 3 0 Fi g ur e 2 4 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] d uri n g s p e cifi c hi g h fl o w e v e nts o n c at c h m e nt V 0 3 P O E 4 4 6 0 0 0, st ati o n 4 4 6 5 6 1 2 2 - P o e k e b e e k; N e v el e ............................................................. 3 0 Fi g ur e 2 5 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] d uri n g s p e cifi c l o w fl o w e v e nts o n c at c h m e nt V 0 3 P O E 4 4 6 0 0 0, st ati o n 4 4 6 5 6 1 2 2 - P o e k e b e e k; N e v el e ............................................................. 3 1 Fi g ur e 2 6 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] d uri n g s p e cifi c tr a nsiti o n e v e nts o n c at c h m e nt V 0 3 P O E 4 4 6 0 0 0, st ati o n 4 4 6 5 6 1 2 2 - P o e k e b e e k; N e v el e ............................................................. 3 1 Fi g ur e 2 7 – S u b c at c h m e nts a n d m e as ur e m e nt p oi nts o n t h e B e n e d e ns c h el d e c at c h m e nt .......................... 3 2 Fi g ur e 2 8 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] o n c at c h m e nt V 0 4 M O M 0 3 7 1 0 0, st ati o n 3 7 1 0 1 0 2 - Gr ot e M ol e n b e e k, M al d er e n ( 2 0 0 1 -2 0 1 3) ......................................................................... 3 4 Fi g ur e 2 9 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e dis c h ar g e [ m³] o n c at c h m e nt V 0 4 M O M 0 3 7 1 0 0, st ati o n 3 7 1 0 1 0 2 - Gr ot e M ol e n b e e k, M al d er e n ( 2 0 0 1 -2 0 1 3) ......................................................................... 3 4 Fi g ur e 3 0 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nts o n c at c h m e nt V 0 4 M O M 0 3 7 1 0 0, st ati o n 3 7 1 0 1 0 2 - Gr ot e M ol e n b e e k, M al d er e n ............................. 3 5 Fi g ur e 3 1 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] o n c at c h m e nt V 0 4 M O L 0 3 6 1 1 0, st ati o n 3 6 1 0 1 0 2 - Kl ei n e M ol e n b e e k, Li ez e l e( c ali br ati o n p eri o d)............................................................................... 3 6 Fi g ur e 3 2 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e dis c h ar g e [ m³] o n c at c h m e nt V 0 4 M O L 0 3 6 1 1 0, st ati o n 3 6 1 0 1 0 2 - Kl ei n e M ol e n b e e k, Li ez el e ( c ali br ati o n p eri o d) ................................................................. 3 6 Fi g ur e 3 3 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nts o n c at c h m e nt V 0 4 M O L 0 3 6 1 1 0, st ati o n 3 6 1 0 1 0 2 - Kl ei n e M ol e n b e e k, Li ez el e ................................... 3 7 Fi g ur e 3 4 – S u b c at c h m e nts a n d m e as ur e m e nt p oi nts o n t h e L ei e c at c h m e nt ............................................... 3 8 Fi g ur e 3 5 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] o n c at c h m e nt F 0 5 L EI 3 8 6 9 9 9, st ati o n 3 8 6 8 0 1 2 2 – L ei e, M e n e n( 2 0 0 1 -2 0 1 3) ................................................................................................. 4 0 Fi g ur e 3 6 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e dis c h ar g e [ m³] o n c at c h m e nt F 0 5 L EI 3 8 6 9 9 9, st ati o n 3 8 6 8 0 1 2 2 – L ei e, M e n e n( 2 0 0 1 -2 0 1 3) ................................................................................................. 4 0 Fi g ur e 3 7 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nts o n c at c h m e nt F 0 5 L EI 3 8 6 9 9 9, st ati o n 3 8 6 8 0 1 2 2 – L ei e, M e n e n( 2 0 0 1 -2 0 1 3) ...................................... 4 1 Fi g ur e 3 8 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] o n c at c h m e nt V 0 5 H E U 4 0 3 2 1 0, st ati o n 4 0 3 1 0 1 0 2 - H e ul e b e e k; H e ul e ( c ali br ati o n p eri o d 2 0 0 1 -2 0 1 3) ........................................................... 4 2 Fi g ur e 3 9 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e dis c h ar g e [ m³] o n c at c h m e nt V 0 5 H E U 4 0 3 2 1 0, st ati o n 4 0 3 1 0 1 0 2 - H e ul e b e e k; H e ul e ( c ali br ati o n p eri o d 2 0 0 1 -2 0 1 3) ........................................................... 4 2 Fi g ur e 4 0 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nts o n c at c h m e nt 0 5 H E U 4 0 3 2 1 0, st ati o n 4 0 3 1 0 1 0 2 - H e ul e b e e k; H e ul e ................................................. 4 3 Fi g ur e 4 1 – S u b c at c h m e nts a n d m e as ur e m e nt p oi nts o n t h e B o v e ns c h el d e c at c h m e nt ............................... 4 4 Fi g ur e 4 2 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] o n c a t c h m e nt F 0 6 B O S 3 2 5 99 9, st ati o n 3 2 5 8 0 1 2 2 - B o v e ns c h el d e; B oss uit ( c ali br ati o n p eri o d 2 0 0 2 -2 0 1 3) .................................................. 4 6 Fi g ur e 4 3 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e dis c h ar g e [ m³] o n c at c h m e nt F 0 6 B O S 3 2 5 9 9 9, st ati o n 3 2 5 8 0 1 2 2 - B o v e ns c h el d e; B oss uit ( c ali br ati o n p eri o d 2 0 0 2 -2 0 1 3) .................................................. 4 6
X
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 4 4 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nts o n c at c h m e nt F 0 6 B O S 3 2 5 9 9 9, st ati o n 3 2 5 8 0 1 2 2 - B o v e ns c h el d e; B oss uit ........................................ 4 7 Fi g ur e 4 5 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] o n c at c h m e nt V 0 6 M A A 3 4 7 1 6 0, st ati o n 3 4 7 1 0 1 0 2 - M a ar k e b e e k; Eti k h o v e ( c a li br ati o n p eri od 2 0 0 1 -2 0 1 3) ................................................... 4 8 Fi g ur e 4 6 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e dis c h ar g e [ m³] o n c at c h m e nt V 0 6 M A A 3 4 7 1 6 0, st ati o n 3 4 7 1 0 1 0 2 - M a ar k e b e e k; Eti k h o v e ( c ali br ati o n p eri o d 2 0 0 1 -2 0 1 3) ................................................... 4 8 Fi g ur e 4 7 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] d ur i n g s p e cifi c l o w a n d hi g h fl o w e v e nts o n c at c h m e nt V 0 6 M A A 3 4 7 1 6 0, st ati o n 3 4 7 1 0 1 0 2 - M a ar k e b e e k; Eti k h o v e ( c a li br ati o n p eri o d 2 0 0 12 0 1 3) ................................................................................................................................................................ 4 9 Fi g ur e 4 8 – S u b c at c h m e nts a n d m e as ur e m e nt p oi nts i n t h e D e n d er c at c h m e nt .......................................... 5 0 Fi g ur e 4 9 – M e as ur e d (r e d ) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] o n c at c h m e nt V 0 7 B E L 2 8 5 0 7 0, st ati o n 2 8 5 1 0 1 0 2 - B ell e b e e k, Ess e n e ( 2 0 0 1 -2 0 1 3) ........................................................................................ 5 2 Fi g ur e 5 0 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e dis c h ar g e [ m³] o n c at c h m e nt V 0 7 B E L 2 8 5 0 7 0, st ati o n 2 8 5 1 0 1 0 2 - B ell e b e e k, Ess e n e ( 2 0 0 1 -2 0 1 3) ....................................................................................... 5 2 Fi g ur e 5 1 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nts o n c at c h m e nt V 0 7 B E L 2 8 5 0 7 0 , st ati o n 2 8 5 1 0 1 0 2 - B ell e b e e k, Ess e n e ............................................... 5 3 Fi g ur e 5 2 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] o n c at c h m e nt V 0 7 M O G 2 8 8 0 2 0, st ati o n 2 8 8 1 0 1 0 2 - M ol e n b e e k, G er a ar ds b er g e n ( 1 9 9 7 -2 0 0 9) ...................................................................... 5 4 Fi g ur e 5 3 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e dis c h ar g e [ m³] o n V 0 7 M O G 2 8 8 0 2 0, st ati o n 2 8 8 1 0 1 0 2 - M ol e n b e e k, G er a ar ds b er g e n ( 1 9 9 7 -2 0 0 9) ....................................................................... 5 4 Fi g ur e 5 4 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nts o n V 0 7 M O G 2 8 8 0 2 0, st ati o n 2 8 8 1 0 1 0 2 - M ol e n b e e k, G er a ar ds b er g e n .............................................. 5 5 Fi g ur e 5 5 – S u b c at c h m e nts a n d m e as ur e m e nt p oi nts o n t h e Dijl e a n d Z e n n e c at c h m e nt ............................ 5 6 Fi g ur e 5 6 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s ] o n c at c h m e nt V 0 8 B A R 1 1 1 3 7 0 , st ati o n 1 1 1 1 0 1 0 2 -B ar e b e e k, H ofst a d e ( El e wijt) ( 2 0 0 1-2 0 1 3) ......................................................................... 5 8 Fi g ur e 5 7 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e dis c h ar g e [ m³] o n c at c h m e nt V 0 8 B A R 1 1 1 3 7 0 , stati o n 1 1 1 1 0 1 0 2 -B ar e b e e k, H ofst a d e ( El e wijt) ( 2 0 0 1-2 0 1 3) ......................................................................... 5 8 Fi g ur e 5 8 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nts o n c at c h m e nt V 0 8 B A R 1 1 1 3 7 0 , st ati o n 1 1 1 1 0 1 0 2 -B ar e b e e k, H ofst a d e ( El e wijt) ............................... 5 9 Fi g ur e 5 9 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] o n c at c h m e nt W 0 8 S E N R O N 0 1 0, st ati o n L 5 6 7 0 -S e n ett e, R o n q ui er es ( 2 0 0 1 -2 0 1 3) ........................................................................................... 6 0 Fi g ur e 6 0 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e dis c h ar g e [ m³] o n c at c h m e nt W 0 8 S E N R O N 0 1 0, st ati o n L 5 6 7 0 -S e n ett e, R o n q ui er es ( 2 0 0 1- 2 0 1 3) ........................................................................................... 6 0 Fi g ur e 6 1 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nts o n c at c h m e nt W 0 8 S E N R O N 0 1 0, st ati o n L 5 6 7 0 -S e n ett e, R o n q ui er es ................................................ 6 1 Fi g ur e 6 2 – S u b c at c h m e nts a n d m e as ur e m e nt p oi nts i n t h e D e m er c at c h m e nt ........................................... 6 3 Fi g ur e 6 3 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] o n c at c h m e nt V 0 9 V E L 1 4 5 1 0 0, 1 4 5 1 0 1 0 2 - Vel p; R a ns b er g ( 1 9 9 7 -2 0 1 3) ......................................................................................................... 6 6 Fi g ur e 6 4 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e dis c h ar g e [ m³] o n V 0 9 V E L 1 4 5 1 0 0, 1 4 5 1 0 1 0 2 - V el p; R a ns b e r g ( 1 9 9 7-2 0 1 3) ......................................................................................................... 6 6 Fi g ur e 6 5 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nts o n c at c h m e nt V 0 9 V E L 1 4 5 1 0 0, 1 4 5 1 0 1 0 2 - V el p; R a ns b er g ................................................................ 6 7
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
XI
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 6 6 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] o n c at c h m e nt V 0 9 L O S 1 4 3 3 0 0, st ati o n 1 4 3 1 0 1 0 2 - Gr ot e L osti n g; W ez e m a al ( 2 0 0 1 -2 0 0 1 3) ........................................................................... 6 7 Fi g ur e 6 7 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e dis c h ar g e [ m³] o n c at c h m e nt c at c h m e nt V 0 9 L O S 1 4 3 3 0 0, st ati o n 1 4 3 1 0 1 0 2 - Gr ot e L osti n g; W ez e m a al ( 2 0 0 1 -2 0 1 3) ................................................... 6 8 Fi g ur e 6 8 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h a r g e [ m³/s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nts o n c at c h m e nt c at c h m e nt V 0 9 L O S 1 4 3 3 0 0, st ati o n 1 4 3 1 0 1 0 2 - Gr ot e L osti n g; W ez e m a al .................. 6 9 Fi g ur e 6 9 – S u b c at c h m e nts a n d m e as ur e p oi nts f or t h e N et e b a si n .............................................................. 7 0 Fi g ur e 7 0 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] o n c at c h m e nt V 1 0 K N E 0 5 2 0 0 0, st ati o n 5 2 1 0 1 0 2 - Kl ei n e N et e; Gr o b b e n d o n k ( 2 0 0 1 -2 0 1 3) ............................................................................ 7 2 Fi g ur e 7 1 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e dis c h ar g e [ m³] o n c at c h m e nt V 1 0 K N E 0 5 2 0 0 0, st ati o n 5 2 1 0 1 0 2 - Kl ei n e N et e; Gr o b b e n d o n k ( 2 0 0 1 -2 0 1 3) ............................................................................ 7 2 Fi g ur e 7 2 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nts .............................................................................................................................................................. 7 3 Fi g ur e 7 3 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] o n c at c h m e n t V 1 0 M O P 0 6 2 1 4 0, st ati o n 6 2 1 0 1 0 2 - M ol e n b e e k, P ull e ( 2 0 0 3 -2 0 1 5) ........................................................................................... 7 4 Fi g ur e 7 4 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e dis c h ar g e [ m³] o n c at c h m e nt V 1 0 M O P 0 6 2 1 4 0, st ati o n 6 2 1 0 1 0 2 - M ol e n b e e k , P ull e ( 2 0 0 3-2 0 1 5) ........................................................................................... 7 4 Fi g ur e 7 5 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nts o n c at c h m e nt V 1 0 M O P 0 6 2 1 4 0, s t ati o n 6 2 1 0 1 0 2 - M ol e n b e e k, P ul l e ................................................ 7 5 Fi g ur e 7 6 – S u b c at c h m e nt s a n d m e as ur e p oi nts f or t h e M e us e b asi n ........................................................... 7 6 Fi g ur e 7 7 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m 3/s] o n c at c h m e nt W 1 1 O U R 5 8 0 5, st ati o n O urt h e, A n gl e ur 2 bis( 2 0 0 1 -2 0 1 3) ....................................................................................................... 7 8 Fi g ur e 7 8 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e dis c h ar g e [ m 3] o n c at c h m e nt W 1 1 O U R 5 8 0 5, st ati o n O urt h e, A n gl e ur 2 bis ( c ali br ati o n p eri o d) .......................................................................................... 7 8 Fi g ur e 7 9 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h a r g e [ m 3/s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nts o n c at c h m e nt W 1 1 O U R 5 8 0 5, st ati o n O urt h e, A n gl e ur 2 bis .............................................................. 7 9 Fi g ur e 8 0 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m 3/s] o n c at c h m e nt W 1 1 H O Y 5 9 9 0, st ati o n H o y o u x, M ar c hi n( 2 0 0 1 -2 0 1 3) ............................................................................................................. 8 0 Fi g ur e 8 1 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e dis c h ar g e [ m 3] o n c at c h m e nt W 1 1 H O Y 5 9 9 0, st ati o n H o y o u x, M ar c hi n ( c ali br ati o n p eri o d) ................................................................................................. 8 0 Fi g ur e 8 2 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m 3/s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nts o n c at c h m e nt W 1 1 H O Y 5 9 9 0, st ati o n H o y o u x, M ar c hi n ...................................................................... 8 1
XII
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
1
I ntr o d u cti o n
1. 1
O bj e cti v es
T h e w at er b al a n c e m o d el of t h e S c h el dt b asi n will b e us e d i n or d er t o p erf or m l o w fl o w f or e c asts a n d c al c ul at e cli m at e c h a n g e s c e n ari os. T h e g o al of t his s u bt as k of t h e pr oj e ct ‘M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n’, is t o d efi n e t h e m ost a p pr o pri at e h y dr ol o gi c al m o d els f or t h e w at er b al a n c e m o d el of t h e S c h el dt b asi n i n or d er t o m e et t his pr er e q uisit e. T h er ef or e, diff er e nt h y dr ol o gi c al m o d els f or e a c h of t h e s u b c at c h m e nts i n t h e st u d y ar e a ar e s et u p a n d e v al u at e d o n t h eir a p pr o pri at e n ess f or l o w fl o w f or e c asti n g a n d cli m at e c h a n g e s c e n ari os. T h e r e g ar d e d m o d els ar e N A M ( D HI, 2 0 0 9), P D M ( M o or e, 2 0 0 7), V H M ( W ill e ms, P., 2 0 1 4) a n d W ets p a . O v er all d es cri pti o ns of t h es e m o d els c a n b e f o u n d i n V a nst e e n kist e et al. ( 2 0 1 1). Aft er e v al u ati o n of e a c h of t h es e h y dr ol o gi c al m o d els , t h e m ost a p pr o pri at e m o d el f or e a c h c at c h m e nt c a n b e us e d f or t h e p arti c ul ar a p pli c ati o n . I n t h e c urr e nt pr oj e ct, h y dr ol o gi c al V H M m o d els f or t h e g a u g e d c at c h m e nts (i. e. c at c h m e nts u pstr e a m of a g a u gi n g st ati o n) ar e c ali br at e d w h er e b y t h e f o c us is m ai nl y o n l o w fl o ws. F or e a c h of t h e h y dr ol o gi c al c at c h m e nts, t h e V H M p ar a m et ers will b e d et er mi n e d. T h e c ali br ati o n is p erf or m e d b as e d o n a n a ut o m ati c o pti miz ati o n pr o c e d ur e f oll o w e d b y a vis u al c o ntr ol. D uri n g t h e o pti miz ati o n r o uti n e t h e b est p ar a m et ers s et is s el e ct e d f or e a c h c at c h m e nt b as e d o n 2 crit eri a: ( 1) A bs ol ut e err or o n c u m ul at e d t ot al fl o w at e a c h ti m e st e p, a n d ( 2) Lo g arit h mi c N as h S ut cliff effi ci e n c y. T h e first crit eri o n ai ms t o m o d el t h e gl o b al fl o w p att er n, t h e l att er f o c us es m ai nl y o n t h e l o w fl o ws. U n g a u g e d c at c h m e nts will i n h erit m o d el p ar a m et ers fr o m si mil ar n ei g h b ori n g c at c h m e nts. Aft er v ali d ati o n a n d r o b ust n ess c h e c ks, t h e n e wl y c ali br at e d V H M m o d els will, if s uit a bl e, r e a d y t o b e us e d f or l o w fl o w f or e c asti n g a n d cli m at e c h a n g e s c e n ari o si m ul ati o ns.
1. 2
Str u ct ur e of t h e r e p ort
I n a first s e cti o n, t h e a d dr ess e d c at c h m e nts ar e d efi n e d a n d r eli a bl e g a u gi n g st ati o ns s el e ct e d ( S e cti o n 2 ). S e c o n d, r ai nf all a n d e v a p otr a ns pir ati o n ar e t h e n i nt er p ol at e d f or t h e s el e ct e d c a t c h m e nts, a c c or di n g t o t h e T hi ess e n p ol y g o n m et h o d ( S e cti o n 3 ). T h e g e n er al str u ct ur e a n d p ar a m et ers of t h e V H M m o d el ar e o utli n e d i n S e cti o n 4 w hil e t h e c ali br ati o n str at e g y a n d b asi c l o gi c b e hi n d t h e a ut o m at e d c ali br ati o n al g orit h m ar e e x pl ai n e d i n S e cti o n 5 . O n c e all V H M m o d els f or t h e g a u g e d c at c h m e nts ar e c ali br at e d, fl o w is si m ul at e d f or 4 7 y e ars ( 1 9 6 7 2 0 1 3). U n g a u g e d c at c h m e nts ar e si m ul at e d usi n g p ar a m et ers of a n e ar b y c at c h m e nt wit h si mil ar c h ar a ct eristi cs. R es ults ar e s y nt h etiz e d i n S e cti o n 6 a n d d et ail e d i n t h e a p p e n di c es . S e cti o n 7 pr es e nts c o n cl usi o ns of t h e c ali br ati o n a n d s o m e r e c o m m e n d ati o ns t o c o nsi d er w h e n usi n g t h e c ali br at e d V H M m o d els i n t h e n e xt st e ps of t h e pr oj e ct.
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
1
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
2
C at c h m e nt d eli n e ati o n
2. 1
G e n er al
T h e i n p uts of t h e w at er all o c ati o n m o d el ar e dis c h ar g e ti m e s eri es at t h e u p p er b o u n d ari es a n d e ntri es of tri b ut ari es i n t h e m o d ell e d w at er n et w or k. T his r ai nf all r u n off dis c h ar g e is si m ul at e d b y m e a ns of o n e of t h e a b o v e m e nti o n e d h y dr ol o gi c al m o d els ( N A M, P D M, V H M, W ets p a) . A p art fr o m t h e S c h el dt c at c h m e nt as s u c h, t h e IJz er b asi n a n d t h e c at c h m e nt of t h e Br u g s e P ol d ers ar e als o i n cl u d e d i n t h e w at er all o c ati o n m o d el a n d t h er ef or e als o i n cl u d e d t o t his st u d y. T h e m a p o n Fi g ur e 1 s h o ws t h e m ai n ri v er b asi ns i n cl u d e d i n t h e w ater all o c ati o n m o d el. I n t his r e p ort, r es ults will b e str u ct ur e d g e o gr a p hi c all y p er b asi n. T h e d e v el o p m e nt of h y dr ol o gi c al V H M m o d els f or t h e M e us e b asi n, w hi c h is als o i n cl u d e d i n t h e w at er all o c ati o n m o d el, is s u bj e ct t o a disti n ct r e p ort ( M ar o y et al., 20 2 1 ). D eli n e at e d h y dr ol o gi c al s u b c at c h m e nts f or t h e w at er all o c ati o n m o d el w er e c oll e ct e d i n 2 0 1 0 b as ed o n p ast m o d elli n g st u di es ( D e B o e c k et al. 2 0 1 1) a n d u p d at e d wit h i n t h e fr a m e w or k of t h e pr es e nt st u d y. Fi g ur e 1 s h o ws a n o v er vi e w of t h e d eli n e at e d c at c h m e nts i n t h e w at er all o c ati o n m o d el. F or t h e g a u g e d c at c h m e nts , w h er e a tim e s eri es of m e as ur e d dis c h ar g e is a v ail a bl e, t h e V H M m o d el s ar e c ali br at e d . S o m e of t h e g a u g e d c at c h m e nts i n t h e w at er all o c ati o n m o d el ar e s u b di vi d e d i n diff er e nt s u b c at c h m e nts t o distri b ut e t h e i nfl o w o v er t h e m o d ell e d ri v er str et c h es. E a c h of t h es e s u b c at c h m e nts i n h erits t h e p ar a m et ers of t h e m ai n g a u g e d c at c h m e nt. A n e x a m pl e of t his is t h e L ei e c at c h m e nt u pstr e a m of t h e m e as uri n g st ati o n t h e M e n e n, w hi c h is s u b di vi d e d i nt o 2 7 s u b c at c h m e nts. T h e c at c h m e nt its elf is c ali br at e d o n t h e dis c h ar g e ti m es eri es of t h e g a u gi n g st ati o n t h e M e n e n. Wit hi n t h e w at er all o c ati o n m o d el t h e r ai nf all r u n off of e a c h of t h es e 2 7 s u b c at c h m e nts is c al c ul at e d b as e d o n its p arti c ul ar i nt er p ol at e d r ai nf all - a n d e v a p o r ati o n s eri es a n d li n k e d i n di vi d u all y t o t h e a p pr o pri at e m o d ell e d w at er c o urs e. F or m or e d et ail a b o ut t h e c h oi c es a n d m et h o d ol o g y of c at c h m e nt d eli n e ati o n, pl e as e s e e D e B o e c k et al. ( 2 0 1 1) 1 . Un g a u g e d m o d els i n h erit V H M p ar a m et ers fr o m si mil ar n ei g h b ori n g c at c h m e nts. All c at c h m e nts of t h e w at er all o c ati o n m o d el r e c ei v e d a u ni q u e i nf or m ati v e c o d e, as d efi n e d i n t h e pr e vi o us p h as e of t h e pr oj e ct ( D e B o e c k et al., 2 0 1 1). E a c h c o d e c o nsists of 1 2 c h ar a ct ers, r el ati v e t o t h e c at c h m e nt l o c ati o n, m ai n w at er c o urs e a n d g a u gi n g st ati o n: • • • • •
1
C h ar a ct er 1 : r e gi o n w h er e t h e c at c h m e nt is l o c at e d ( V: Fl a n d ers; W: W all o ni a; N: N et h erl a n ds; F: Fr a n c e) C h ar a ct ers 2 a n d 3 : n u m b er of t h e Fl e mis h h y dr o gr a p hi c b asi n t o w hi c h t h e c at c h m e nt b el o n g s. C h ar a ct ers 4, 5 a n d 6 : i niti als of t h e m ai n w at er c o urs e C h ar a ct ers 7, 8 a n d 9 : first t hr e e di gits of t h e g a u gi n g st ati o n c o d e ( or 3 l ett er i niti als) f or g a u g e d c at c h m e nts, a n d “ 0 0 0 ” f or u n g a u g e d c at c h m e nts. C h ar a ct ers 1 0, 1 1 a n d 1 2 : t hr e e di git-s uffi x t h at e ns ur e c at c h m e nt c o d e diff er e ntiati o n.
W L 2 0 1 1 R 7 2 4 _ 0 4 c _r e v 2 _ 1 _ D O 3. d o c 2
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 1 – M a p of g a u g e d a n d u n g a u g e d c at c h m e nt s of t h e S c h el dt b asi n, M e us e, t h e Br u gs e p ol d ers a n d t h e IJz er. Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
3
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
2. 2
G a u g e d c at c h m e nts
T a bl e 1 lists t h e g a u g e d st ati o n s us e d f or c ali br ati o n of t h e r ai nf all -r u n off m o d els. C at c h m e nts t h at w er e c ali br at e d j oi ntl y ar e list e d i n T a bl e 2 . T a bl e 1 – List of g a u gi n g st ati o ns o n t h e S c h el dt a n d it s tri b ut ari es f or c ali br ati o n of h y dr ol o gi c al m o d els G a u gi n g st ati o n ( c o d e - w at er c o ur s e; l o c ati o n)
C at c h m e nt I D
Ar e a ( k m²)
G a u g e d y e ar s
4 8 8 1 0 1 0 2 - H a n dz a m e v a art ; K ort e m ar k
V01 H A N488180
7 8, 6
1 9 9 4 -2 0 1 6
4 6 8 1 0 1 0 2 - Ijz er; R o es br u g g e H ari n g e
V 0 1 H EI 4 6 8 9 9 9
3 9 3, 0
1 9 8 6 -2 0 1 6
4 9 5 1 0 1 0 2 - I e p erl e e; Z ui ds c h ot e
V 0 1I E P 4 9 5 0 8 0
6 3, 4
1 9 8 3 -2 0 1 4
4 9 2 7 0 1 0 2 - K e m m el b e e k; B o ezi n g e
V01KE M492060
7 3, 9
1 9 8 6 -2 0 1 5
4 9 6 1 0 1 0 2 - St. J a ns b e e k; M er k e m
V01 M AR496120
7 6, 1
1 9 8 6 -2 0 1 6
4 9 1 1 0 1 0 2 - P o p eri n g e v a art; O ost vl et er e n
V01P OP491030
8 4, 9
1 9 8 4 -2 0 1 6
4 9 9 1 0 1 0 2 - St e e n b e e k; M er k e m
V 0 1SS V4 9 9 14 0
1 6, 1
1 9 9 0 -2 0 0 9
4 4 2 1 0 1 0 2 – E d e; M al d e g e m
V02E DE442120
4 5, 5
1 9 8 3 -2 0 1 6
4 2 6 1 0 1 0 2 - H erts b er g e b e e k; O ost k a m p
V02 HE R426010
7 7, 3
1 9 8 6 -2 0 1 6
4 2 2 0 1 0 2 – K er k e b e e k ; Si nt -Mi c hi els
V02KE R422030
6 2, 7
1 9 8 3 -2 0 0 8
4 2 5 1 0 1 0 2 - Ri vi er b e e k; O ost k a m p
V 0 2 RI V 4 2 5 0 2 0
6 4, 0
1 9 8 3 -2 0 1 6
4 4 6 5 6 1 2 2 - P o e k e b e e k; N e v el e
V03P OE446000
1 0 6, 8
1 9 8 3 -2 0 1 0
3 6 1 0 1 0 2 - Kl ei n e M ol e n b e e k ; Li ez el e
V 0 4 M OL 0 3 6 1 1 0
3 2, 6
1 9 6 6 -2 0 1 6
3 7 1 0 1 0 2 - Gr ot e M ol e n b e e k ; M al d er e n
V04 M O M037100
6 7, 3
1 9 6 6 -2 0 1 6
3 8 6 8 0 1 2 2 – L ei e; M e n e n
F 0 5 L EI 3 8 6 9 9 9
2 9 8 1, 8
1 9 9 8 -2 0 1 6
4 0 3 1 0 1 0 2 - H e ul e b e e k; H e ul e
V05 HE U403210
9 1, 9
1 9 7 2 -2 0 1 6
4 0 1 1 0 1 0 2 - M a n d el; O ostr o z e b e k e
V05 M A N401230
2 5 8, 4
1 9 6 7 -2 0 1 3
3 2 5 8 0 1 2 2 - B o v e ns c h el d e; B oss uit
F 0 6 B OS 3 2 59 9 9
5 2 1 7, 6
2 0 0 1 -2 0 1 4
3 4 7 1 0 1 0 2 - M a ar k e b e e k; Eti k h o v e
V06 M A A347160
4 8, 7
1 9 7 2 -2 0 1 6
3 4 2 1 0 1 0 2 - Z w al m; N e d erz w al m
V06Z W A342190
1 1 2, 1
1 9 7 2 -2 0 1 6
L 5 4 1 2 – R h os n es ; A m o u gi es
W 0 6 R H OL 5 4 1 0 0
1 6 1, 9
2 0 1 2 -2 0 1 6
2 8 5 1 0 1 0 2 – B ell e b e e k ; Ess e n e
V 0 7 B EL 2 8 5 0 7 0
8 8, 7
2 8 9 7 0 1 0 2 – M ar k; Vi a n e
V07 M AR289015
1 7 3, 9
1 9 7 6 -2 0 1 6
2 8 2 1 0 1 0 2 – M ol e n b e e k ; Er p e M er e
V07 M OE282100
4 6, 4
1 9 8 6 -2 0 1 6
2 8 8 1 0 1 0 2 – M ol e n b e e k ; G er a ar ds b er g e n
V07 M O G288020
2 3, 1
1 9 8 5 -2 0 1 4
2 7 0 8 -1 0 5 0 D e n dr e; L essi n es
W 0 7 D E NL E S 9 9 9
5 1 1, 8
1 1 1 1 0 1 0 2 -B ar e b e e k ; El e wijt
V08B AR111370
6 9, 9
1 9 9 7 -2 0 0 4
9 3 1 0 1 0 2 – Dijl e ; Wils el e
V 0 8 DIJ 0 9 3 4 0 0
8 8 6, 9
1 9 7 4 -2 0 1 4
2 3 3 1 0 1 0 2 – Z u u n b e e k ; St Pi et ersl e e u w
V08Z U U233100
6 4, 8
1 9 8 5 -2 0 1 6
2 3 7 1 -1 0 0 5 0 S a m m e ; R o n q ui er es
W 0 8S A M R O N0 0 0
1 3 3, 6
1 9 8 9 -2 0 1 6
L 5 6 7 0 – S e n ett e ; R o n q ui er es
W 0 8 S E NL 5 6 0 1 0
7 0, 4
1 9 7 7 -2 0 1 6
1 9 5 1 -1 0 0 5 0 Z e n n e ; T u biz e
W 0 8SE NT U B0 3 0
2 1 5, 9
1 9 7 5 -2 0 1 6
1 3 6 1 0 1 0 2 – D e m er ; H ass elt
V09 DE M136000
2 5 5, 1
1 9 9 7 -2 0 1 6
1 5 2 1 0 1 0 2 - G et e; H al e n
V09 GET152080
8 0 0, 4
1 9 6 9 -2 0 1 3
1 6 3 1 0 1 0 2 – H e r k; K er mt
V09 HE R163010
2 7 4, 6
1 9 7 7 -2 0 1 6
1 4 7 1 0 1 0 2 - D e H ul p e; M ol e nst e d e
V 0 9 H UL 1 4 7 1 5 0
8 0, 1
1 9 8 6 -2 0 1 6
4
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M G a u gi n g st ati o n ( c o d e - w at er c o ur s e; l o c ati o n)
C at c h m e nt I D
Ar e a ( k m²)
G a u g e d y e ar s
1 4 3 1 0 1 0 2 - Gr ot e L osti n g; W ez e m a al
V 0 9L OS 1 4 3 3 0 0
1 5, 2
1 9 8 6 -2 0 1 6
1 6 1 1 0 1 0 2 - M a n g el b e e k; L u m m e n
V09 M A N161040
1 0 2, 9
1 9 8 3 -2 0 1 1
1 4 4 1 0 1 0 2 - M ott e; Rill a ar
V09 M O T144270
3 3, 6
1 9 8 6 -2 0 1 0
1 4 5 1 0 1 0 2 - V el p; R a ns b er g
V 0 9 V EL 1 4 5 1 0 0
9 6, 8
1 9 6 9 -2 0 1 6
1 4 1 1 0 1 0 2 - R ots el a ar ; Wi n g e
V 0 9 WI N 1 4 1 3 1 0
6 4, 7
1 9 8 6 -2 0 1 6
1 4 8 1 0 1 0 2 - Z w art e B e e k; L u m m e n
V09Z W A148120
9 6, 2
1 9 8 3 -2 0 1 6
8 6 1 0 1 0 2 - Gr ot e L a a k ; V orst
V 1 0 GL A 0 8 6 0 2 0
6 2, 6
1 9 8 6 -2 0 1 4
7 6 1 0 1 0 2 - Gr ot e N et e ; G e el-Z a m m el
V10 G NE076999
2 4 3, 5
1 9 8 5 -2 0 1 3
5 2 1 0 1 0 2 - Kl ei n e N et e; Gr o b b e n d o n k
V10K NE052000
5 8 4, 7
1 9 8 3 -2 0 1 6
6 2 1 0 1 0 2 – M ol e n b e e k ; P ull e
V10 M OP062140
7 7, 3
1 9 8 6 -2 0 1 4
8 2 1 0 1 0 2 – Wi m p; Wi e k e v orst
V 1 0 WI M 0 8 2 0 5 0
6 5, 4
1 9 8 9 -2 0 0 7
T a bl e 2 – C at c h m e nts c ali br at e d j oi ntl y b as e d o n o n e g a u gi n g st ati o n
St ati o n ( c o d e - w at er c o ur s e; l o c ati o n)
J oi nt c o d e
C at c h m e nts
4 6 8 1 0 1 0 2 - IJz er; R o es br u g g e H ari n g e
F 0 1IJ Z 4 6 8 0 0 0
V 0 1 H EI 4 6 8 0 1 0 F01YSE4680 00
3 8 6 8 0 1 2 2 – L ei e, Menen
F 0 5 L EI 3 8 6 0 0 1
F05 BEC386023
F05 DE U386090
V 0 5 L EI 3 8 6 1 8 0
F05 BEC386025
F05 DE U386110
F 0 5 L OI 3 8 6 0 3 5
F05 B O U386005 F05 DE U386120
F 0 5L Y S 3 8 6 0 0 0
F 0 5 CL A 3 8 6 0 1 7
F05 DE U386130
F 0 5L Y S 3 8 6 0 1 0
F 0 5 CL A 3 8 6 0 2 0
F05 DE U386140
F 0 5L Y S 3 8 6 0 1 5
F05 DE U386040 F05 DE U386150
F 0 5L Y S 3 8 6 1 1 5
F05 DE U386050 F05 DE U386160
F05 M AR386070
F 0 5 D E U 3 8 6 0 6 0 F 0 5L A W 3 8 6 0 1 8 F 0 5 M A R 3 8 6 1 0 0 F 0 5 D E U 3 8 6 0 8 0 F 0 5L A W 3 8 6 0 3 0 W 0 5L Y S 3 8 6 1 7 0 32580122 B o v e ns c h el d e; B oss uit
F06 B OS325001:
F06 B OS325000 F06E R C325030
W 06 B OS 3250 95
F06 B OS325 015 F06 H O G 3250 70 W 06 B OS 3251 05 F06 B OS325 016 F06 R H O 3 2506 0 W 06 B OS 3251 15 F 0 6 B OS 3 2 5 0 1 7 F 0 6S C A 3 2 5 0 2 0
W 0 6 H AI 3 2 5 0 8 0
F 0 6 B OS 3 2 5 0 1 8 F 0 6S C A 3 2 5 0 2 5
W 0 6 H AI 3 2 5 0 8 5
F 0 6 B O S 3 2 5 0 1 9 F 0 6S EL 3 2 5 0 4 0
W 0 6 H AI 3 2 5 0 9 0
F 0 6E C A 3 2 5 0 5 0 F 0 6SE N 3 2 5 0 1 0
2. 3
U n g a u g e d c at c h m e nts
T h e V H M p ar a m et ers f or t h e u n g a u g e d c at c h m e nts i n t h e m o d ell e d ar e a, ar e i n h erit e d fr o m n ei g h b ori n g g a u g e d c at c h m e nts. T h e li n k b et w e e n t h e u n g a u g e d a n d t h e c orr es p o n di n g g a u g e d c at c h m e nt is m a d e b as e d o n t h e c at c h m e nt c h ar a ct eristi cs (s oil, sl o p e, c o n c e ntr ati o n ti m e, l a n d us e).
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
5
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
3
I n p ut d at a pr e pr o c essi n g
3. 1
T hi ess e n p ol y g o n m et h o d
I nt er p ol at e d pr e ci pit ati o n w as pr o d u c e d f or e a c h c at c h m e nt a c c or di n g t o t h e T hi ess e n p ol y g o n m et h o d, usi n g H y dr @ (I M D C, 2 0 1 0). R ai nf all a n d e v a p otr a ns pir ati o n ar e i nt er p ol at e d usi n g w ei g hts i n v ers el y pr o p orti o n al t o t h e dist a n c e t o t h e w e at h er st ati o n, usi n g m e as ur e m e nts a v ail a bl e f or e a c h ti m e st e p. B e c a us e of t h e l ar g e s c al e a n d t h e l o n g t er m n at ur e of ti m e s eri es us e d i n t his st u d y, a d ail y ti m e st e p is us e d. F or c o nsist e n c y r e as o ns, c ali br ati o n is als o b as e d o n d ail y ti m e s eri es. B ot h m et e or ol o gi c al a n d dis c h ar g e ti m e s eri es ar e t h us s a m pl e d at a d ail y ti m e st e p.
3. 2
Pr e ci pit ati o n
T hi ess e n pr e ci pit ati o n n e e d e d t o b e c al c ul at e d f or all d eli n e at e d s u b c at c h m e nts ( S e cti o n 2 ). S o ur c e d at a c o nsist s h er e b y of r ai nf all m e as ur e m e nts fr o m 1 9 6 7 t o 2 0 1 3, s pr e a d o v er t h e e ntir e m o d el ar e a a n d ar o u n d. T h e S c h el dt c at c h m e nt e xt e n ds o v er Fr a n c e, Fl a n d ers, W all o ni a a n d t h e N et h erl a n ds. Pr e ci pit ati o n d at a w as t h us g at h ere d fr o m i nst a n c es i n B el gi u m, N et h erl a n ds a n d Fr a n c e. F or B el gi u m, pr e ci pit ati o n d at a w as g at h er e d fr o m K MI ( T h e R o y al M et e or ol o gi c al i nstit ut e) a n d S P W ( P u bli c S er vi c es of W all o ni a). F or Fr a n c e, d at a w as g at h er e d fr o m M ét é o Fr a n c e. Cr oss es o n Fi g ur e 1 s h o w us e d r ai nf all m et eri n g st ati o ns o n a n d ar o u n d t h e S c h el dt b asi n ( M ét é o Fr a n c e a n d K MI). Si n c e t h e pr e vi o us N A M c ali br ati o n st u d y i n Fl a n d ers ( D e B o e c k et al. 2 0 1 1), r eli a bilit y of t h e r ai nf all i nt er p ol ati o n w as gr e atl y i n cr e as e d f or t h e Fr e n c h L ei e a n d B o v e ns c h el d e ( dis c uss e d i n Mi c hi els e n et al., 2 0 2 1) . D u e t o a d diti o n al d at a fr o m t h e Fr e n c h w e at h er st ati o ns, t h e a m o u nt of r ai n g a u g es f or t h e t h e B o v e ns c h el d e a n d L ei e (i n cl u di n g t h e Fr e n c h p art) i n cr e as es t o 4 6 r ai n g a u g es a n d 3 0 r es p e cti v el y (T a bl e 3 ).
T a bl e 3 – N u m b er of r ai n g a u g es p er h y dr o gr a p hi c b asi n
2
H y dr o gr a p hi c b asi n
S urf a c e ar e a ( k m²) 2
B e n e d e ns c h el d e B o v e ns c h el d e Br u gs e P ol d ers D e m er D e n d er Dijl e e n Z e n n e G e nts e K a n al e n Ijz er L ei e N et e
1 704 5 947 1 046 2 334 1 384 2 450 917 1 046 3 886 1 673
N u m b er of s u b c at c h m e nts ( g a u g e d a n d u n g a u g e d) 24 33 24 36 17 49 29 18 39 20
N u m b er of r ai n g a u g es 21 46 13 29 17 37 11 9 30 24
B e k k e n b e h e er pl a n n e n Vl a a n d er e n( A N O N., 2 0 0 9) 6
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
3. 3
E v a p otr a ns pir ati o n
W h er e as t h er e is a l ot of pr e ci pit ati o n i n p ut d at a, it d o es n’t a p pl y f or e v a p or ati o n d at a. T hi ess e n e v a p or ati o n d at a is v er y s c ar c e. As a n e x a m pl e, f or t h e e ntir e p eri o d (fr o m 1 9 6 7 -2 0 1 3), t h er e w as o nl y o n e a cti v e P E st ati o n i n Fr a n c e, l o c at e d i n L a n gr es, 1 0 k m o utsi d e t h e s o ut h er n m ost p art of t h e S c h el dt b asi n. T h e e v a p or ati o n p er c at c h m e nt w as c al c ul at e d b as e d o n i nt er p ol ati o n of P E d at a w hi c h w as alr e a d y a v ail a bl e fr o m t h e S c h el dt b asi n ( a c o m bi n ati o n of U c cl e a n d H er e nt als d at a). All i nt er p ol at e d e v a p otr a ns pir ati o n ti m es eri es ar e pr a cti c all y i d e nti c al b e c a us e of t h eir g e o gr a p hi c al pr o xi mit y.
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
7
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
4
R ai nf all -r u n off m o d elli n g m et h o d ol o g y
T h e h y dr ol o gi c al m o d el us e d w hi c h is i n v esti g at e d i n t his s u b r e p ort is t h e c o n c e pt u al r ai nf all -r u n off V H M m o d el . V H M is a r ai nf all-r u n off l u m p e d m o d el str u ct ur e d e v el o p e d b y t h e H y dr a uli cs Di visi o n i n K U L e u v e n i n B el gi u m ( Wil l e ms P., 2 0 1 4). F or e a c h c at c h m e nt, dis c h ar g e is si m ul at e d b as e d o n a u ni q u e s et of p ar a m et ers usi n g i nt er p ol at e d r ai nf all a n d p ot e nti al e v a p otr a ns pir ati o n ti m e s eri es as i n p ut. A d es cri pti o n of V H M M is o utli n e d b el o w.
4. 1
Str u ct ur e of t h e V H M h y dr ol o gi c al m o d el
T h e V H M m o d el is “t o p -d o w n ”, l u m p e d, c o n c e pt u al r ai nf all -r u n off m o d el. T h e t er m “t o p-d o w n ” r ef ers t o t h e fl e xi bilit y of s etti n g t h e m o d el str u ct ur e, or w h et h er a d a pti n g t h e m ulti pl e w or ki n g h y p ot h es es m et h o d, i nst e a d of usi n g pr e-d efi n e d m o d el c o n c e pt u aliz ati o n. T his m o d el us es a n e m piri c al a n d st e p-wis e t e c h ni q u e t h at is b as e d o n a d at a -b as e d a n al ysis of r es p o ns e c h ar a ct eristi cs aft er t h e e x a mi n ati o n of t h e v ari o us m o d el c o m p o n e nts st e p b y st e p. Fi g ur e 2 b el o w s h o ws t h e g e n er al str u ct ur e of t h e V H M m o d el. Af t er t h e tr a nsf or m ati o n of t h e o bs er v e d r ai nf all s eri es i nt o a si n gl e ti m e s eri es of r ai nf all i n p ut, t his l att er is s e p ar at e d i nt o diff er e nt fr a cti o ns; t h e m ai n s eri es t h at c o ntri b ut es t o t h e q ui c k r u n off fl o w 𝑥𝑥 𝑄𝑄 𝑄𝑄 c a n b e di vi d e d i nt o a n o v erl a n d fl o w p orti o n 𝑥𝑥 𝑂𝑂 𝑄𝑄 a n d a n i nt erfl o w p orti o n 𝑥𝑥 𝐼𝐼𝑄𝑄 . W hil e 𝑥𝑥 𝑆𝑆 𝑄𝑄 is t h e s eri es t h at c o n c er ns t h e sl o w fl o w r u n off, t h e 𝑥𝑥 𝑈𝑈 𝑄𝑄 c o n c er ns t h e s oil m oist ur e st or a g e p orti o n. T h e t ot al r u n off 𝑥𝑥 𝑇𝑇 𝑄𝑄 is t h e s u m of t h e q ui c k a n d t h e sl o w fl o w p orti o ns (Will e ms, P., 2 0 1 4) .
Fi g ur e 2 – Str u ct ur e of t h e V H M m o d el (Will e ms, P., 2 0 1 4)
8
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
4. 2
V H M p ar a m et ers d es cri pti o n 1.
M a xi m u m s oil m oist ur e st or a g e S M m a x
S M m a x [ m m] d efi n es t h e m a xi m u m s oil m oist ur e s t or a g e w hi c h is t h e t ot al a m o u nt of w at er t h at is st or e d i n t h e s oil wit hi n t h e pl a nts’ r o ot z o n e. D e p e n di n g o n t h e s oil t e xt ur e a n d t h e cr o p r o oti n g d e pt h, t his p ar a m et er v ari es wit hi n 5 0 a n d 5 0 0 m m. 2.
M a xi m u m s oil e v a p or ati o n S M e v a p
S M e v a p [ m m] or m a xi m u m s oil e v a p or ati o n, is t h e m a xi m u m q u a ntit y of w at er t h at c a n b e e v a p or at e d fr o m t h e s oil. It v ari es fr o m 0 t o 1 0 0 m m. 3. S oil fr a cti o n p ar a m et ers c 1, c 2 a n d c 3 T o d et er mi n e t h e s oil m oist ur e st or a g e fr a cti o n, t h e s oil fr a cti o ns p ar a m et ers ar e d et er mi n ati v e t o est a bl is h a n e q u ati o n b et w e e n s oil m oist ur e a n d s oil m oist ur e fr a cti o n. T h e y us u all y v ari es b et w e e n 0 a n d 1, h o w e v er, d e p e n di n g o n t h e c at c h m e nts, t h e y c a n r e a c h hi g h er or l o w er v al u es. 4. O v erl a n d fl o w fr a cti o n p ar a m et ers c O F 1, c O F 2 T h es e p ar a m et ers ar e t h e s urf a ce r u n off s e p ar ati o n pr o c ess p ar a m et ers t h at ar e us e d t o d et er mi n e t h e o v erl a n d r u n off fr a cti o n. T h e y v ari es b et w e e n 0 a n d 1. 5. I nt erfl o w fr a cti o n p ar a m et er cI F 1, cI F 2 I n a n al o g y wit h t h e o v erl a n d fl o w fr a cti o n p ar a m et ers, cI F a n d t h e f a ct ors t h at e x pr e ss t h e i nt erfl o w fr a cti o n i n f u n cti o n of t h e s oil m oist ur e c o nt e nt. T h e y als o v ari es b et w e e n 0 a n d 1. 6.
B as efl o w ti m e c o nst a nt C K B F
C K B F [ h o urs] d et er mi n es t h e s h a p e of t h e h y dr o gr a p h i n dr y p eri o ds ( e x p o n e nti al d e c a y). It c a n b e esti m at e d fr o m h y dr o gr a p h re c essi o n a n al ysis. C K B F v al u es r a n g e fr o m 5 0 0 t o 5 0 0 0 h o urs. 7.
I nt erfl o w ti m e c o nst a nt C KIF
C KI F [ h o urs] d et er mi n es, t o g et h er wit h S M m a x , t h e a m o u nt of i nt erfl o w. It is t h e d o mi n a nt r o uti n g p ar a m et er of t h e i nt erfl o w. R a n g e is 2 0 t o 5 0 0 h o urs. 8.
O v erl a n d fl o w ti m e c o nst a nt C K OF
C K B F [ h o urs] d et er mi n es, t o g et h er wit h S M m a x, t h e a m o u nt of o v erl a n d fl o w. It is t h e d o mi n a nt r o uti n g p ar a m et er of t h e o v erl a n d fl o w. R a n g e is 4 t o 5 0 h o urs.
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
9
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
5
C ali br ati o n str at e g y
5. 1
O pti miz ati o n al g orit h m
T h e al g orit h m us e d f or o pti miz ati o n of V H M p ar a m et ers is t h e N o n -d o mi n at e d S orti n g G e n eti c Al g orit h m II or N S G A II (K al y a n m o y et al. 2 0 0 2) . T his al g orit h m is s uit a bl e f or o pti miz ati o n pr o bl e ms wit h m ulti pl e o bj e cti v e f u n cti o ns. V ari a bl e v al u es ar e g e n er at e d i n t h e first it er ati o n. E a c h s ol uti o n, t h at is t o s a y a n arr a y of v ari a bl e v al u es, is c all e d a n i n di vi d u al. A p o p ul ati o n is a gr o u p of N s ol uti o ns i n e a c h it er ati o n. I n t h e f oll o wi n g it er ati o ns t h e cr e at e d i n di vi d u als ar e g oi n g t o b e “ c hil dr e n ” of t h e pr e vi o us p o p ul ati o n, t h at is t o s a y t h e y ar e g oi n g t o i n h erit “f e at ur es ” fr o m c o u pl es of i n di vi d u als c h os e n i n t h e pr e vi o us p o p ul ati o n a c c or di n g t o s p e cifi e d s el e cti o n a n d cr oss o v er t e c h ni q u es. T h e us er c a n c h o os e t o r a n d o ml y m ut at e t h e c hil dr e n f e at ur es w h e n a n offs pri n g is cr e at e d. T h e al g orit h m will t h e n p erf or m t h e e v al u ati o n of t h e s ol uti o ns t hr o u g h t h e P ar et o c o m p aris o n, t h at is t o s a y a s ol uti o n d o mi n at es, or is b ett er t h a n, a n ot h er s ol uti o n if it is b ett er t h a n or e q u al t o t h e ot h er s ol uti o n i n all o bj e cti v es a n d stri ctl y b ett er i n a t l e ast o n e o bj e cti v e. A c o m bi n e d p o p ul ati o n R of p ar e nt a n d c hil dr e n p o p ul ati o n is f or m e d; t h e i n di vi d u als i n it ar e s ort e d a c c or di n g t o n o n -d o mi n ati o n. Si n c e all pr e vi o us a n d c urr e nt p o p ul ati o n m e m b ers ar e i n cl u d e d i n R, t h e elitis m is e ns ur e d. T h e b est N s ol uti o ns will b e t h e p o p ul ati o n of t h e n e xt it er ati o n.
5. 2
O bj e cti v e f u n cti o n
A ut o m ati c c ali br ati o n is c o nsists of o pti mizi n g ( 1) a gr e e m e nt b et w e e n t h e a v er a g e si m ul at e d a n d o bs er v e d c at c h m e nt r u n off ( o v er all v ol u m e err or) a n d ( 2) o v er all a gr e e m e nt of t h e s h a p e of t h e h y dr o gr a p h. T o ass ess t h es e t w o as p e cts, e v al u ati o n is b as e d o n t h e f oll o wi n g g o o d n ess-of -fit i n d e x es: 1. 2.
A bs ol ut e err or o n c u m ul at e d t ot al fl o w at e a c h ti m e st e p (t o mi ni miz e), a n d L o g arit h mi c N as h -S ut cliff effi ci e n c y (t o m a xi miz e).
T h es e t w o o bj e cti v es ar e s uit e d f or N S G A -II o pti miz ati o n b e c a us e t h e y ar e c o ntr a di ct or y f or a n u m b er of m o d el p ar a m et ers. A r e d u c e d n u m b er of o bj e cti v es (t w o) f a cilit at es a n d f ast e ns t h e al g orit h m c o n v er g e n c e w hil e e ns uri n g g o o d o v er all p erf or m a n c e of t h e m o d el. It i s als o i m p ort a nt t h at t h es e o bj e cti v es b e c o ntr a di ct or y i n or d er f or t h e o pti m u m t o b e w ell d efi n e d. T h er e ar e g e n er all y tr a d e -offs b et w e e n p erf or m a n c e f or hi g h a n d l o w fl o ws. T h er ef or e, fi n al m a n u al a n d vis u al c h e c ks will c o m pl et e p erf or m a n c e e v al u ati o n w it h p ossi bl e f o c us o n l o w or hi g h fl o w. T h e effi ci e n c y E pr o p os e d b y N as h a n d S ut cliff e ( 1 9 7 0) is d efi n e d as o n e mi n us t h e s u m of t h e a bs ol ut e s q u ar e d diff er e n c es b et w e e n t h e pr e di ct e d a n d o bs er v e d v al u es n or m aliz e d b y t h e v ari a n c e of t h e o bs er v e d v al u es d uri n g t h e p eri o d u n d er i n v esti g ati o n. It is c al c ul at e d as f oll o ws: 𝑥𝑥 = 1 −
∑ ∑
𝑄𝑄 𝑥𝑥 = 1 ( 𝑄𝑄 𝑄𝑄
− 𝑥𝑥 𝑂𝑂 ) 2
𝑆𝑆 𝑄𝑄= 1 � 𝐼𝐼 𝑄𝑄
− 𝑥𝑥� �
E q. 1
2
wit h O o bs er v e d a n d P pr e di ct e d v al u es. T o r e d u c e t h e s e nsiti vit y t o e xtr e m e v al u es, t h e N as h -S ut cliff e effi ci e n c y E is als o c al c ul at e d wit h l o g arit h mi c v al u es of O a n d P. T hr o u g h l o g arit h mi c tr a nsf or m ati o n of r u n off v al u es, t h e p e a ks ar e fl att e n e d a n d t h e l o w fl o ws ar e k e pt m or e or l ess at t h e s a m e l e v el. As a r es ult, t h e i nfl u e n c e of l o w fl o w v al u es is i n cr e as e d i n
10
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
c o m p aris o n t o t h e fl o o d p e a ks, r es ulti n g i n a hi g h er s e nsiti vit y of l o g N S E t o s yst e m ati c m o d el o v er - or u n d er pr e di cti o n ( Kr a us e et al. 2 0 0 5). T h e s e c o n d o bj e cti v e of t h e al g orit h m i s mi ni mizi n g t h e a bs ol ut e err or o n c u m ul at e d v al u e s at e a c h ti m e st e p ( d a y). T his e ns ur es t h at t h e w at er b al a n c e r e m ai ns s atisf a ct or y t hr o u g h o ut t h e si m ul ati o n ( all y e ars si m ul at e d). T h e t w o g o o d n ess -of -fit st atisti cs c a n b e r e pr es e nt e d i n 2 di m e nsi o ns t o r e pr es e nt t h e s et of s ol uti o ns e v al u at e d b y t h e a l g orit h m. T h e b est p airs c o nstit ut e t h e P ar et o fr o nt. I n or d er t o s el e ct o n e si n gl e b est s ol uti o n, t h e t w o p erf or m a n c e i n d e x es w er e n or m aliz e d ( or r es c al e d) a cr oss t h e e x pl or e d r a n g e ( E q. 2): wit h x mi n s et t o z er o f or t h e a bs ol ut e err or, a n d x m a x s et t o 1 f or t h e l o g arit h mi c N S E. 𝑥𝑥 ′
𝑄𝑄 − 𝑄𝑄 𝑥𝑥 𝑂𝑂 𝑄𝑄 𝑥𝑥 𝐼𝐼 𝑄𝑄 𝑥𝑥 − 𝑆𝑆 𝑄𝑄 𝑥𝑥 𝑈𝑈
E q. 2
T his n or m aliz ati o n r es ult e d i n v al u es b et w e e n 0 a n d 1 f or t h e a bs ol ut e err or a n d b et w e e n -1 a n d 1 f or t h e N S E. Th e fi n al s ol uti o n w as t h e n s el e ct e d a m o n g t h e fi n al P ar et o fr o nt, l o o ki n g at t h e mi ni m u m E u cli di a n dist a n c e t o t h e or eti c al o pti m u m: l o g N S E = 1 a n d A bs ol ut e Err or = 0 ( E q. 3). 𝑄𝑄 = � ( 𝑥𝑥 𝑇𝑇 − 𝑄𝑄 𝐴𝐴 ) 2 + ( 𝑦𝑦 𝐵𝐵 − 𝑦𝑦 𝐴𝐴 ) 2
E q. 3
A n e x a m pl e o f P ar et o fr o nt a n d fi n al s el e cti o n is s h o w n i n Fi g ur e 3 a n d Fi g ur e 4 .
Fi g ur e 3 – All e v al u at e d c a n di d at es (i n di vi d u als) a n d fi n al p o p ul ati o n of s ol uti o ns ( P ar et o fr o nt)
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
11
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 4 – R es c al e d fi n al p o p ul ati o n of s ol uti o ns ( P ar et o fr o nt)
12
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
5. 4
I m pl e m e nt ati o n i n P yt h o n
T h e P yt h o n v ersi o n of t h e N S G A II al g orit h m w as a d a pt e d f or h y dr ol o gi c al o pti miz ati o n p ur p os es usi n g a g e n er al fr a m e w or k s u p p orti n g t hr e e r ai nf all -r u n off m o dels: N A M, P D M, V H M a n d W ets p a . D es cri pti o n of h o w t h e V H M m o d el a n d t h e ot h er l u m p e d m o d els ar e b ei n g i m pl e m e nt e d i n P yt h o n c a n b e f o u n d i n V a nst e e n kist e et al. ( 2 0 1 1) a n d Tr a n et al. ( 2 0 1 4 a, b). T h e c ali br ati o n P yt h o n s h ell c urr e ntl y s u p p orts t h e f oll o w i n g: -
O pti miz ati o n of ( o n e or all) m o d el p ar a m et ers f or a gi v e n c ali br ati o n p eri o d, E v al u ati o n of m o d el p ar a m et ers f or a gi v e n v ali d ati o n p eri o d, Pl otti n g r es ults of v ari o us alt er n ati v e p ar a m et er s ets o n t h e s a m e pl ot or s e p ar at el y (f or e x a m pl e, t h e fi n al po p ul ati o n g e n er at e d b y t h e al g orit h m), G e n er ati n g a ut o m ati c r e p orts of c ali br ati o n a n d v ali d ati o n as W or d d o c u m e nt, M a n u al c ali br ati o n f or a gi v e n c ali br ati o n p eri o d.
T h e first r ai nf all -r u n off c o n c e pt u al m o d el us e d i n t his s u bt as k is V H M. As a g e n er al r ul e , all t w el v e p ar a m et ers, e x c e pt C 3, w er e o pt i miz e d. T h e e x pl or e d p ar a m et er s p a c e is d efi n e d b y b o u n d ari es i n T a bl e 4 . T h er e ar e n o bi bli o gr a p hi c al s o ur c es t h at h a v e r e c o m m e n d ati o ns a b o ut t h e V H M p ar a m et ers, h o w e v er, w e w er e b as e d o n t h e pr e vi o us r es e ar c h es r es ults a n d t h e p ast e x p eri e n c e. I n s o m e p arti c ul ar c as es, t h e o pti m u m w as n ot w ell d efi n e d or t h e al g orit h m c o ul d n ot c o n v er g e i n r e as o n a bl e r a n g e a n d t h es e b o u n d ari es w er e a dj ust e d. C at c h m e nt s urf a c e ar e a w as c o nsi d er e d r eli a b l e a n d w as n ot o pti miz e d. W h e n e v er o pti miz ati o n w as n ot d eli v eri n g g o o d r es ults, b o u n d ari es w er e n arr o w e d d o w n usi n g m a n u al c ali br ati o n .
T a bl e 4 : V HM p ar a m et ers a n d o pti miz ati o n b o u n d ari es
P ar a m et er s
S M max
S Meva p
c1
c2
L o w er b o u n d ar y
0, 5
0, 1
0
0
U p p er b o u n d ar y
1
5
4
3
Fi n al v ersi o n
c3
c OF1
c O F2
cI F 1
cI F 2
C K OF
C KI F
C K BF
-4
-4
0
-6
0
29
5
25
6. 5
20
5
20
3
1
120
2400
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
13
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
6 V H M m o d el c ali br ati o n 6. 1
M o d el c o nfi g ur ati o n
I n m ost c as es a n d w h e n d at a w er e a v ail a bl e, a c ali br ati o n p eri o d of 1 3 y e ars w as us e d, pr ef er a bl y fr o m J a n u ar y 2 0 0 1 t o D e c e m b er 2 0 1 3. N e v ert h el ess, diff er e nt ti m e s eri es w er e s el e ct e d w h e n a v ail a bl e d at a w er e i ns uffi ci e nt or u nr eli a bl e, c h o osi n g 1 3 y e ars of c ali br ati o n if p ossi bl e. F o ur wi n d o ws of t y pi c al e v e nts w er e s el e ct e d f or vis u al e v a l u ati o n: • • • •
1 1/ 2 0 0 2 -0 4/ 2 0 0 3 ( hi g h fl o w) – 6 0 6/ 2 0 0 8 -1 1/ 2 0 0 8 (tr a nsiti o n) – 6 0 2/ 2 0 0 5 -1 1/ 2 0 0 5 (l o w fl o w) – 1 0 1 1/ 2 0 1 0 -0 4/ 2 0 1 1 (r e c essi o n) – 6
m o nt hs m o nt hs m o nt hs m o nt hs
T h e c ali br at e d p ar a m et ers w er e v ali d at e d f or t h e e ntir e ti m e s eri es of a v ail a bl e d at a ( als o o utsi d e of t h e c ali br ati o n p eri o d). N or m all y t his p eri o d r a n g es fr o m 1 9 6 7 t o 2 0 1 3 . Adj ust m e nts f or a c ert ai n c at c h m e nt ar e r e p ort e d i n t h e c at c h m e nt-s p e cifi c p ar a gr a p hs b el o w. W e h a v e t o n ot e t h at all t h e g a u g e d c at c h m e nts h a v e b e e n m a n u all y c ali br at e d w it h t h e “ V H M b uil d a n d c ali br ati o n t o ol ” b y “ K. U. L e u v e n – H y dr a uli cs L a b or at or y ”, b ef or e t h at t h e p ar a m et ers c a n b e o pti miz e d b y t h e a ut o m ati c c ali br ati o n. I n f a ct, t h e i niti al v al u es of t h e m o d el p ar a m et ers c a n aff e ct t h e r es ult e d o n e a n d t h e q u alit y of th e o ut p ut m o d el. At t h e e n d, w e c h os e t h e m et h o d ol o g y t h at gi v es b ett er o bj e cti v es a n d b ett er vis u al r es e m bl a n c e t o t h e g a u g e d r ai nf all.
6. 2
M o d el e v al u ati o n
W hil e t h e o pti miz ati o n is li mit e d t o t w o o bj e cti v es, l o g arit h mi c N S E a n d a bs ol ut e err or, it c a n b e i nt er esti n g t o l o o k at t h e ot h er i n d e x es list e d w h e n e v al u ati n g t h e fi n al r es ults. F or e x a m pl e: -
N as h -S ut cliff effi ci e n c y R el ati v e err or ( n e g ati v e or p ositi v e) or bi as Kli n g -G u pt a effi ci e n c y ( G u pt a et al. 2 0 0 9 a n d Kli n g et al. 2 0 1 2) R el ati v e N as h -S ut cliff eff i ci e n c y
-
𝑥𝑥
𝑄𝑄 𝑄𝑄𝑥𝑥
= 1 −
∑
𝑆𝑆 𝑄𝑄= 1
�
∑
𝑄𝑄 𝐴𝐴= 1
�
𝑂𝑂 𝑄𝑄 − 𝑥𝑥 𝐼𝐼 𝑄𝑄 𝑥𝑥 𝑥𝑥 𝑈𝑈 − 𝑄𝑄� 𝑥𝑥 𝑇𝑇
�
�
-
2
E q. 4
2
Si n c e t his w or k f o c us es o n l o w fl o ws, m or e i m p ort a n c e is gi v e n t o l o g arit h mi c N S E. H o w e v er, hi g h N S E v al u es s h o ul d als o b e s o u g ht i n or d er t o e ns ur e g o o d e n o u g h p erf or m a n c e f or hi g h er fl o ws as w ell, as m u c h as p ossi bl e. A n e x a ct a gr e e m e nt b et w e e n si m ul ati o n a n d o bs er v ati o ns m ust n ot b e e x p e ct e d b e c a us e of diff er e nt err or s o ur c es ( err ors i n m et e or ol o gi c al i n p ut d at a, err ors i n m e as ur e d dis c h ar g e, err ors i n h er e nt t o t h e m o d el str u ct ur e). C ali br ati o n c a n o nl y mi ni miz e t h os e err ors d u e t o n o n -o pti m al p ar a m et er v al u es . N S E a n d l o g N S E v al u es a b o v e 0. 7 c a n b e c o nsi d er e d g o o d. V al u es b el o w z er o m e a n t h at t h e pr e di cti v e p o w er of t h e m o d el is w ors e t h a n t h e m e as ur e d a v er a g e. C o nsi d eri n g d e vi ati o n of t h e m e as ur e d dis c h ar g e ti m e s eri es a n d err ors i n t h e m et e or ol o gi c al i n p uts, N S E v al u es ar e n ot e x p e ct e d t o b e a b o v e 0. 8 ( Will e ms, 2 0 0 7).
14
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
Vis u al e v al u ati o n of t h e fit b et w e e n si m ul at e d a n d o bs er v e d t ot al dis c h ar g e is als o t a k e n i nt o c o nsi d er ati o n t o s el e ct t h e fi n al s ol uti o n, wit h a f o c us o n g o o d a gr e e m e nt of si m ul ati o ns f or l o w fl o ws. W h e n us ef ul, N as h -S ut cliff e effi ci e n c y ( n o n -l o g arit h mi c) w as als o t a k e n i nt o a c c o u nt f or e v al u ati n g t h e fi n al s et of c a n di d at es ( w h e n ot h er fit n ess i n d e x es w er e e q ui v al e nt f or e x a m pl e). A p art fr o m t h e c ali br ati o n p eri o d, t h es e g o o d n ess -of -fit st atisti cs w er e c al c ul at e d o n t h e e ntir e ti m e s eri es of a v ail a bl e d at a ( als o o utsi d e of t h e c ali br ati o n p eri o d) i n or d er t o v ali d at e c ali br at e d p a r a m et ers w h e n e v er m or e t h a n 1 3 y e ars of d at a w as a v ail a bl e. T h e f oll o wi n g s e cti o n s y nt h etiz es t h e m ai n r es ults a n d c o n cl usi o ns of t h e V H M c ali br ati o n i n e a c h ri v er b asi n. D et ail e d gr a p hs a n d c al c ul at e d st atisti cs, f or c ali br ati o n a n d v ali d ati o n p eri o ds, ar e gi v e n f or e a c h g a u g e d c at c h m e nts i n A n n e x 3 t o A n n e x 1 2 . T h e fi n al s ets of p ar a m et ers f or e a c h c ali br at e d P D M m o d el a n d f or e a c h tr a ns p os e d V H M m o d el ar e s u m m ariz e d i n A n n e x 1 .
6. 3
IJz er b asi n
6. 3. 1
C o nt e xt
Alt h o u g h t h er e is n o i nt er a cti o n b e t w e e n t h e S c h el dt c at c h m e nt a n d t h e IJz er c at c h m e nt , t h e l att er is i n cl u d e d i n t h e r e gi o n al w at er all o c ati o n m o d el f or t h e s a k e of c o m pl et e n ess. T h e t ot al s urf a c e ar e a o f t h e IJz er c at c h m e nt is of 1 1 0 1 k m² fr o m w hi c h a b o ut o n e t hir d is l o c at e d i n Fr a n c e ( W L, 2 0 0 6). T his r e pr es e nts 1, 6 % of t h e t ot al st u d y ar e a ( S c h el dt b asi n + IJz er, e x cl u di n g t h e M e us e). O n t h e Fr e n c h si d e, t h e m ai n tri b ut ari es ar e t h e P e e n e B e c q u e, t h e S al e B e c q u e a n d t h e H erz e el e. I n Fl a n d ers, t h e P o p eri n g e v a art, t h e K e m m el b e e k, t h e I e p er -IJz er C a n al wit h t h e I e p erl e e a n d M artj e ns v a art, St e n e nsl uis v a art, H o ut e nsl uis v a art a n d H a n dz a m e v a art ar e t h e m ai n tri b ut ari es of t h e IJz er. N ot e t h at t h es e tri b ut aries ar e all dis c h ar gi n g fr o m t h e ri g ht b a n k of t h e IJz er Ri v er. T h er e ar e 8 g a u g e d c at c h m e nts i n t h e IJz er c at c h m e nt , c o v eri n g 7 8 6 k m² ( 7 0 % of t h e IJz er c at c h m e nt ar e a). S u b c at c h m e nts V 0 1 H EI 4 6 8 0 1 0 a n d F 0 1 Y S E 4 6 8 0 0 0 ar e l o c at e d u pstr e a m of t h e g a u gi n g st ati o n i n R o es br u g g e. Fi g ur e 5 s h o ws t h e c at c h m e nts a n d c orr es p o n di n g m e as ur e m e nt p oi nts.
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
15
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5 – C at c h m e nts a n d fl o w m et eri n g st ati o n o n t h e IJz er b a si n
6. 3. 2
M o d el p erf or m a n c e
T a bl e 5 a n d T a bl e 6 pr es e nt g e n er al p erf or m a n c e st atisti cs f or t h e g a u g e d s u bc at c h m e nts of t h e IJz er b asi n f or t h e c ali br ati o n a n d v ali d ati o n p eri o d. Gr a p hs of si m ul ati o ns f or t h e s u bc at c h m e nts V 0 1 H A N 4 8 8 1 8 0 ( b est m o d el p erf or m a n c e i n this c at c h m e nt ) a n d V 0 1I E P 4 9 5 0 8 0 ( w orst mo d el p erf or m a n c e i n t his c at c h m e nt) ar e pr es e nt e d b el o w ( Fi g ur e 6 t o Fi g ur e 1 3 ). F or m or e d et ail e d res ults o n t h e r e m ai ni n g s u b c at c h m e nts is r ef err e d t o A n n e x 3 . W hil e s o m e c at c h m e nts r e a c h e d g o o d v al u es of N S E, L o g N S E a n d R el Err ( V 0 1 H A N 4 8 8 1 8 0 , V 0 1 S S V 4 9 9 1 4 0 … ), V 0 1I E P 4 9 5 0 8 0 , o n t h e o p p osit e, s h o w e d t h e w orst i n di c at ors a m o n g t h es e l att er. It w as als o t h e c as e wit h t h e ot h er m o d els P D M a n d N A M; w hi c h m a y b e e x pl ai n e d b y t h e c o m pl e x h y dr ol o gi c al sit u a ti o n of t h e c at c h m e nt, i nfl u e n c e d b y t h e pr es e n c e of str u ct ur es a n d di v ersi o ns. D e s pit e t h e v ari a bilit y of t h es e i n di c at ors fr o m o n e c at c h m e nt t o a n ot h er, t h e c orr el ati o n b et w e e n t h e g a u g e d s eri es a n d t h e si m ul at e d o n es ar e vis u all y g o o d. R e m ar ks o n t h e di s c h ar g e m e as ur e m e nts: F or t h e c at c h m e nt F 0 1IJ Z 4 6 8 0 0 0 , t h e p eri o d fr o m 1 9 9 6 t o 2 0 05 w as dis c ar d e d (f or b ot h c ali br ati o n a n d v ali d ati o n) d u e t o u nr eli a bl e hi g h o bs er v e d dis c h ar g e v al u es. T h e m e as ur e d b as e fl o w is i n d e e d u n n at ur all y hi g h d uri n g t his p eri o d a n d m ost li k el y d u e t o a l oss of m e as ur e m e nt q u alit y or c h a n g e of g a u gi n g p ar a m et er s of t h e st ati o n, t h at w er e u n a c c o u nt e d f or. T his e x cl usi o n r es ults i n a r e d u cti o n of t h e c ali br ati o n p eri o d t o 9 y e ars. T h e c ali br ati o n p eri o d s el e ct e d f or t h e c at c h m e nt wit h c o d e V 0 1I E P 4 9 5 0 8 0 is 1 9 9 6-2 0 0 8 si n c e t h e dis c h ar g e d at a aft er 2 0 0 8 is n ot tr ust w ort h y. F or t h e c at c h m e nt V 0 1 S S V 4 9 9 1 4 0 t h er e is n ot o bs er v e dis c h ar g e fr o m t h e b e gi n ni n g of t h e y e ar 2 0 0 9. M or e o v er, t h e g a u gi n g d e vi c e f or t his c at c h m e nt i n M er k e m w as r e pl a c e d i n 2 0 0 5 r es ulti n g i n a s hift i n t h e dis c h ar g e ti m e s eri es. T h er ef or e, d at a b ef or e mi d -2 0 0 5 w as dis c ar d e d fr o m
16
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
c ali br ati o n as w ell as it is n ot c o nsist e nt wit h t h e ti m e s eri es b ef or e. B e c a us e y e ars of d at a ar e r el ati v el y s c ar c e f or t his c at c h m e nt , y e ars 2 0 0 5 -2 0 0 8 ar e us e d f or v ali d ati o n h o w e v er, d es pit e t h eir l o w er q u alit y. T a bl e 5 – O v er vi e w of c ali br ati o n r es ults f or g a u g e d s u b c at c h m e nt s i n t h e IJz er b asi n A p pr o x. dist a n c e t o r ai n g a u g e o v er c ali br ati o n p eri o d ( k m)
G a u gi n g st ati o n
C at c h m e nt c o d e
Ar e a ( k m²)
NSE
l og NSE
R el Err ( %)
C ali br ati o n p eri o d
48810102 H a n dz a m e v a art ; K ort e m ar k
V01 H A N488180
7 8. 6
0. 7 0 2
0. 7 3 4
1. 6
2 0 0 1 -2 0 1 3
4 6 8 1 0 1 0 2 - Ijz er; R o es br u g g e H ari n g e
F 0 1IJ Z 4 6 8 0 0 0 ( V 0 1 H EI 4 6 8 0 1 0 a n d F 0 1 Y S E 4 6 8 0 0 0)
3 9 3. 0 0 7
0. 5 2 2
0. 6 0 5
-3. 3
2 0 0 5 -2 0 1 3
6
4 9 5 1 0 1 0 2 - I e p erl e e; Z ui ds c h ot e
V 0 1I E P 4 9 5 0 8 0
6 3. 4 2 3
0. 5 5 5
0. 4 4 7
-2. 1
1 9 9 6 -2 0 0 8
4
4 9 2 7 0 1 0 2 -K e m m el b e e k; B o ezi n g e
V01KE M492060
7 3. 8 9 3
0. 5 7 5
0. 4 8 4
2. 2
2 0 0 1- 2 0 1 3
6
4 9 6 1 0 1 0 2 - St. J a ns b e e k; M er k e m
V01 M A R496120
7 6. 1 3 7
0. 6 7 3
0. 6 0 5
-1. 9
2 0 0 1 -2 0 1 3
8
4 9 1 1 0 1 0 2 -P o p eri n g e v a art; O ost vl et er e n
V01P OP491030
8 4. 8 6 8
0. 5 8 5
0. 6 1 7
-1. 3
2 0 0 1 -2 0 1 3
3. 6
4 9 9 1 0 1 0 2 - St e e n b e e k; M er k e m
V 01SS V 499140
1 6. 0 9 5
0. 6 0 8
0. 6 2 3
0
1 9 9 6 -2 0 0 5
< 2004: 11 > = 2 0 0 4 : 2. 5
< mi d -2 0 0 8 : 1 0 > = mi d -2 0 0 8 : 2
T a bl e 6 – O v er vi e w of v ali d ati o n r es ult s f or g a u g e d s u b c at c h m e nts i n t h e IJz er b asi n
G a u gi n g st ati o n
C at c h m e nt c o d e
Ar e a ( k m²)
NSE
l og NSE
R el Err ( %)
V ali d ati o n p eri o d
4 8 8 1 0 1 0 2 - H a n dz a m e v a art; K ort e m ar k
V01 H A N488180
7 8. 6
0. 7 1 2
0. 7 3 6
3. 5
1 9 6 7 -2 0 1 3
4 6 8 1 0 1 0 2 - Ijz er; R o es br u g g e H ari n g e
F 0 1IJ Z 4 6 8 0 0 0 ( V 0 1 H EI 4 6 8 0 1 0 a n d F 0 1 Y S E 4 6 8 0 0 0)
3 9 3. 0 0 7
0. 6 9 8
0. 5 2 9
7. 5
1 9 6 7 -2 0 1 3
4 9 5 1 0 1 0 2 - I e p erl e e; Z ui ds c h ot e
V 0 1I E P 4 9 5 0 8 0
6 3. 4 2 3
0. 4 8 7
0. 5 0 1
-2 7. 5
1 9 6 7 -2 0 1 3
4 9 2 7 0 1 0 2 -K e m m el b e e k; B o ezi n g e
V01KE M492060
7 3. 8 9 3
0. 5 6 2
0. 4 8 1
1 0. 5
1 9 6 7 -2 0 1 3
4 9 6 1 0 1 0 2 - St. J a ns b e e k; M er k e m
V01 M A R496120
7 6. 1 3 7
0. 6 7 9
0. 5 9 6
2. 8
1 9 6 7 -2 0 1 3
4 9 1 1 0 1 0 2 -P o p eri n g e v a art; O ost vl et er e n
V01P OP491030
8 4. 8 6 8
0. 5 7 4
0. 5 7 8
-1 4. 9
1 9 6 7 -2 0 1 3
4 9 9 1 0 1 0 2 - St e e n b e e k; M er k e m
V 01SS V 499140
1 6. 0 9 5
0. 5 9
0. 6 0 1
-2. 4
1 9 6 7 -2 0 1 3
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
17
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
4 8 8 1 0 1 0 2 - H a n dz a m e v a art ; K ort e m ar k ( V 0 1 H A N 4 8 8 1 8 0)
Fi g ur e 6 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m³/s] o n c at c h m e nt V 0 1 H A N 4 8 8 1 8 0, st ati o n 4 8 8 1 0 1 0 2 - H a n dz a m e v a art ; K ort e m ar k ( 2 0 0 1- 2 0 1 3)
Fi g ur e 7 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e dis c h ar g e [ m³] o n c at c h m e nt V 0 1 H A N 4 8 8 1 8 0, st ati o n 4 8 8 1 0 1 0 2 - H a n dz a m e v a art ; K ort e m ar k ( 2 0 0 1- 2 0 1 3)
18
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 8 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m³/s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nts o n c at c h m e nt V 0 1 H A N 4 8 8 1 8 0, st ati o n 4 8 8 1 0 1 0 2 - H a n dz a m e v a art ; K ort e m ar k
4 9 5 1 0 1 0 2 - I e p erl e e; Z ui ds c h ot e ( V 0 1I E P 4 9 5 0 8 0)
Fi g ur e 9 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m³/s] o n c at c h m e nt V 0 1I E P 4 9 5 0 8 0, st ati o n 4 9 5 1 0 1 0 2 - I e p erl e e; Z ui ds c h ot e 1 9 9 6- 2 0 0 8)
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
19
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 1 0 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e dis c h ar g e [ m³] o n c at c h m e nt V 0 1I E P 4 9 5 0 8 0, st ati o n 4 9 5 1 0 1 0 2 - I e p erl e e; Z ui ds c h ot e ( 1 9 9 6- 2 0 0 8)
Fi g ur e 1 1 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m ³/s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nts o n c at c h m e nt V 0 1I E P 4 9 5 0 8 0 , st ati o n 4 9 5 1 0 1 0 2 - I e p erl e e; Z ui ds c h ot e
20
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 1 2 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m ³/s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nts o n c at c h m e nt V 0 1I E P 4 9 5 0 8 0 , st ati o n 4 9 5 1 0 1 0 2 - I e p erl e e; Z ui ds c h ot e
Fi g ur e 1 3 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m ³/s] d uri n g tr a nsiti o n e v e nts o n c at c h m e nt V 0 1I E P 4 9 5 0 8 0 , st ati o n 4 9 5 1 0 1 0 2 - I e p erl e e; Z ui ds c h ot e
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
21
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
6. 4
Br u gs e P ol d ers
6. 4. 1
C o nt e xt
T h e c at c h m e nt of t h e Br u gs e P ol d ers h as a n ar e a of 1 0 4 6 k m², w hi c h is 4 % of t h e t ot al ar e a of s u b c at c h m e nts wit hi n t h e w at er all o c ati o n m o d el . T h e Br u gs e P ol d ers c at c h m e nt is li mit e d b y t h e N ort h S e a i n t h e N ort h a n d b y t h e D ut c h b or d er i n t h e N ort h e ast. T h e m ai n ri v ers of t h e b asi n ar e t h e c a n al c o n n e cti n g G e nt a n d O ost e n d e ( K a n a al G e nt- Oost e n d e) , t h e d e vi ati o n c a n al ( Afl ei di n gs k a n a al) of t h e L ei e a n d t h e L e o p ol d c a n al. T h es e artifi ci al c a n als c o n d u ct w at er fr o m t h e L ei e c at c h m e nt t o w ar d s t h e s e a. A d diti o n all y , s e v er al l o c al p ol d er w at er c o urs es fl o w i nt o t h es e c a n als ( D e B o e c k et al. 2 0 1 1 ). I n t h e Br u gs e P ol d ers, f o ur g a u g e d c at c h m e nts a c c o u nt f or 2 9 % of t h e t ot al s urf a c e ar e a ( Fi g ur e 1 4 ).
Fi g ur e 1 4 – S u b c at c h m e nts a n d m e as ur e m e nt p oi nts i n t h e c at c h m e nt of t h e Br u gs e P ol d ers
6. 4. 2
M o d el p er f or m a n c e
T a bl e 7 a n d T a bl e 8 pr es e nt g e n er al p erf or m a n c e st atisti cs f or t h e g a u g e d c at c h m e nts of t h e Br u gs e P ol d ers f or t h e c ali br ati o n a n d v ali d ati o n p eri o d. Gr a p hs of si m ul ati o ns of t h e s u b c at c h m e nt V 0 2 E D E 4 4 2 1 2 0 ( b est p erf or m a n c e) a n d V 0 2 RI V 4 2 5 0 2 0 ( w orst p erf or m a n c e) ar e pr es e nt e d b el o w (Fi g ur e 1 5 t o Fi g ur e 2 0 ): Str u ct ur e of t h e V H M m o d el . F or mor e d et ail e d r es ults o n t h e ot h er c at c h m e nts, s e e A n n e x 4 . A p art fr o m t h e l o g N S E of V 0 2 K E R 4 2 2 0 3 0, t h e e v al u ati o n p ar a m et ers f or all of t h e c at c h m e nts ar e q uit e s atisf yi n g e v e n if w e c o nsi d er t h e v ali d ati o n r es ul ts. T his c a n b e d u e t o t h e f a ct t h at all of t h es e c at c h m e nts h a v e s m all ar e as. R e m ar k s o n t h e d at a : V 0 2 K E R 4 2 2 0 3 0 d o es n ot h a v e d at a aft er 2 0 0 7, c o ns e q u e ntl y t h e p eri o d 1 9 9 5-2 0 0 7 w as s el e ct e d f or t h e c ali br ati o n.
22
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M T a bl e 7 – O v er vi e w of c ali br ati o n r es ults f or g a u g e d c at c h m e nts o n t h e Br u gs e P ol d er s
l og NSE
R el Err ( %)
C ali br ati o n p eri o d
A p pr o x. dist a n c e t o r ai n g a u g e o v er c ali br ati o n p eri o d ( k m)
G a u gi n g st ati o n
C at c h m e nt c o d e
Ar e a ( k m²)
4 4 2 1 0 1 0 2 - M al d e g e m
V02E DE442120
4 5. 4 8 9
0. 7 2 2
0. 6 3 1
0. 8
2 0 0 1 -2 0 1 3
<2013: 7 2013: 10
4 2 6 1 0 1 0 2 - H erts b er g e b e e k; O ost k a m p
V02 HE R426010
7 7. 2 7 2
0. 6 5 4
0. 5 4 9
0
2 0 0 1 -2 0 1 3
2011 & 2013 : 13 Ot h er y e ars: 5
4 2 2 0 1 0 2 - K er k e b e e k, Si nt -Mi c hi els
V02KE R422030
6 2. 7 1 9
0. 6 9 1
0. 6 2 7
0. 6
1 9 9 5 -2 0 0 7
< 2000: 3 >=2000: 11
4 2 5 1 0 1 0 2 - Ri vi er b e e k; O ost k a m p
V 0 2 RI V 4 2 5 0 2 0
6 3. 9 8
0. 6 4 7
0. 6 1 6
-1. 1
2 0 0 1 -2 0 1 3
2 0 0 1 -2 0 0 3 : 1 3 Ot h er y e ars : 7. 5
NSE
T a bl e 8 – O v er vi e w of v ali d ati o n r es ult s f or g a u g e d c at c h m e nts o n t h e Br u gs e P ol d er s
G a u gi n g st ati o n
C at c h m e nt c o d e
Ar e a ( k m²)
NSE
l og NSE
R el Err ( %)
V ali d ati o n p eri o d
4 4 2 1 0 1 0 2 - M al d e g e m
V02E DE442120
4 5. 4 8 9
0. 7 2 5
0. 5 9 2
-5. 1
1 9 6 7 -2 0 1 3
4 2 6 1 0 1 0 2 - H erts b er g e b e e k; O ost k a m p
V02 HE R426010
7 7. 2 7 2
0. 6 6 2
0. 5 9 5
-4. 8
1 9 6 7 -2 0 1 3
4 2 2 0 1 0 2 - K er k e b e e k, Si nt -Mi c hi els
V02KE R422030
6 2. 7 1 9
0. 6 4 2
0. 6 0 7
-6. 2
1 9 6 7 -2 0 1 3
4 2 5 1 0 1 0 2 - Ri vi er b e e k; O ost k a m p
V 0 2 RI V 4 2 5 0 2 0
6 3. 9 8
0. 6 3 9
0. 5 5 2
-6
1 9 6 7 -2 0 1 3
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
23
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
4 4 2 1 0 1 0 2 - M al d e g e m ( V 0 2 E D E 4 4 2 1 2 0)
Fi g ur e 1 5 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] o n c at c h m e nt V 0 2 E D E 4 4 2 1 2 0, st ati o n 4 4 2 1 0 1 0 2 - M al d e g e m( 2 0 0 1 - 2 0 1 3)
Fi g ur e 1 6 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e dis c h ar g e [ m³] o n c at c h m e nt V 0 2 E D E 4 4 2 1 2 0, st ati o n 4 4 2 1 0 1 0 2 - M al d e g e m ( 2 0 0 1 - 2 0 1 3)
24
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 1 7 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nts o n c at c h m e nt V 0 2 E D E 4 4 2 1 2 0, st ati o n 4 4 2 1 0 1 0 2 – M al d e g e m
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
25
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
4 2 6 1 0 1 0 2 - H erts b er g e b e e k; O ost k a m p (V 0 2 H E R 4 2 6 0 1 0 )
Fi g ur e 1 8 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] o n c at c h m e nt V 0 2 H E R 4 2 6 0 1 0, st ati o n4 2 6 1 0 1 0 2 - H erts b er g e b e e k; O ost k a m p ( 2 0 0 1- 2 0 1 3)
Fi g ur e 1 9 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e dis c h ar g e [ m³] o n c at c h m e nt V 0 2 H E R 4 2 6 0 1 0, st ati o n4 2 6 1 0 1 0 2 - H erts b er g e b e e k; O ost k a m p ( 2 0 0 1- 2 0 1 3)
26
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 2 0 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nts o n c at c h m e nt V 0 2 H E R 4 2 6 0 1 0 , st ati o n4 2 6 1 0 1 0 2 - H erts b er g e b e e k; O ost k a m p
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
27
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
6. 5
G e nts e K a n al e n
6. 5. 1
C o nt e xt
T h e G e nts e K a n al e n c at c h m e nt, c o v ers a cl ust er of c a n als a n d t h eir r es p e cti v e c at c h m e nts a n d h as a s urf a c e ar e a of 9 1 7 k m² ( D e B o e c k 2 0 1 1). T h e c at c h m e nt r e pr es e nts 4 % of t h e t ot al m o d el ar e a of t h e w at er all o c ati o n m o d el . T h e G e nts e K a n al e n b asi n is li mit e d W est b y t h e Br u gs e P ol d ers, E ast b y t h e B e n e d e ns c h el d e a n d S o ut h b y t h e L ei e c at c h m e nt . T h e D ut c h b or d er st a n ds i n t h e N ort h of t h e b asi n. B ot h t h e L e o p ol d c a n al a n d t h e G e nt-T er n e uz e n c a n al dis c h ar g e i nt o t h e W est ers c h el d e ( W est er n S c h el dt) i n t h e N et h erl a n ds. T h er e is o nl y o n e g a u g e d c at c h m e nt wit hi n t h e b asi n of t h e G e nts e K a n al e n : 4 4 6 5 6 1 2 2 o n t h e P o e k e b e e k i n N e v el e. D uri n g t h e pr e vi o us st u d y t h e dis c h ar g e at t h e M ol e n b e e k i n P ui v el d e w as c h e c k e d, b as e d o n pr oj e ct s p e cifi c dis c h ar g e d at a of t h e Si g m a pl a n u p d at e pr oj e ct ( D e B o e c k et al., 2 0 1 1) . T his st ati o n is n ot a p er m a n e nt dis c h ar g e st ati o n a n d c o ns e q u e ntl y n o n e w c ali br ati o n is p ossi bl e f or t his s u b c at c h m e nt. C at c h m e nts a n d m e as ur e m e nt p oi nts ar e s h o w n o n t h e m a p i n Fi g ur e 2 1 . T h e g a u g e d a n d r e c ali br at e d ar e a of t h e b asi n a m o u nts f or 1 2 % of t h e t ot a l s urf a c e ar e a of t h e b asi n.
Fi g ur e 2 1 – S u b c at c h m e nts a n d m e as ur e m e nt p oi nts o n t h e G e nt s e K a n al e n c at c h m e nt
6. 5. 2
M o d el p erf or m a n c e
T a bl e 9 a n d T a bl e 1 0 pr es e nt g e n er al p erf or m a n c e st atisti cs f or t h e g a u g e d s u bc at c h m e nts of t h e G e nts e K a n al e n c at c h m e nt f or t h e v ali d ati o n a n d c ali br ati o n p eri o d. T h e s u bc at c h m e nt s h o ws a c orr e ct p erf or m a n c e f or t h e v ali d ati o n a n d c ali br ati o n p eri o d wit h v al u es of N S E a n d L o g N S E a b o v e 0. 6. Gr a p hs of t h e si m ul ati o n of t h e s u b c at c h m e nt V 0 3 P O E 4 4 6 0 0 0 ar e pr es e nt e d b el o w ( Fi g ur e 2 2 a n d Fi g ur e 2 3 ). F or m or e d et ail e d r es ults o n t h e ot h er c at c h m e nts is r ef err e d t o A n n e x 5 .
28
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
R e m ar ks o n t h e d at a : t h e P o e k e b e e k (V 0 3 P O E 4 4 6 0 0 ) dis c h ar g e w as n ot m e as ur e d fr o m 1 8/ 0 1/ 2 0 0 1 t o 2 9/ 1 1/ 2 0 0 4 a n d aft er 2 0 0 9. H e n c e, t h e c ali br ati o n p eri o d st arts as s o o n as 1 9 9 3 as t o i n cl u d e 1 3 y e ars of d at a. T a bl e 9 – O v er vi e w of c ali br ati o n r es ults f or g a u g e d c at c h m e nts o n t h e G e nts e K a n al e n
G a u gi n g st ati o n
C at c h m e nt c o d e
Ar e a ( k m²)
NSE
l og NSE
R el Err ( %)
C ali br ati o n p eri o d
A p pr o x. dist a n c e t o r ai n g a u g e o v er c ali br ati o n p eri o d ( k m)
4 4 6 5 6 1 2 2 - P o e k e b e e k; N e v el e
V03P OE446000
1 0 6. 8 3 7
0. 7 2 3
0. 6 4 5
-0. 7
1 9 9 3 -2 0 1 0
< 1995: 9 >= 1995: 6
T a bl e 1 0 – O v er vi e w of v ali d ati o n r es ults f or g a u g e d c at c h m e nts o n t h e G e nt s e K a n al e n
G a u gi n g st ati o n
C at c h m e nt c o d e
Ar e a ( k m²)
NSE
l og NSE
R el Err ( %)
G a u g e d y e ar s
4 4 6 5 6 1 2 2 - P o e k e b e e k; N e v el e
V03P OE446000
1 0 6. 8 3 7
0. 7 2 7
0. 6 6 9
8. 1
1 9 6 7 -2 0 1 3
4 4 6 5 6 1 2 2 - P o e k e b e e k; N e v el e ( V 0 3 P O E 4 4 6 0 0 0)
Fi g ur e 2 2 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] o n c at c h m e nt V 0 3 P O E 4 4 6 0 0 0, st ati o n 4 4 6 5 6 1 2 2 - P o e k e b e e k; N e v el e( 1 9 9 3- 2 0 1 0)
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
29
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 2 3 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e dis c h ar g e [ m³] o n c at c h m e nt V 0 3 P O E 4 4 6 0 0 0, st ati o n 4 4 6 5 6 1 2 2 - P o e k e b e e k; N e v el e ( 1 9 9 3- 2 0 1 0)
Fi g ur e 2 4 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] d uri n g s p e cifi c hi g h fl o w e v e nts o n c at c h m e nt V 0 3 P O E 4 4 6 0 0 0, st ati o n 4 4 6 5 6 1 2 2 - P o e k e b e e k; N e v el e
30
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 2 5 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] d uri n g s p e cifi c l o w fl o w e v e nts o n c at c h m e nt V 0 3 P O E 4 4 6 0 0 0, st ati o n 4 4 6 5 6 1 2 2 - P o e k e b e e k; N e v el e
Fi g ur e 2 6 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] d uri n g s p e cifi c tr a nsiti o n e v e nts o n c at c h m e nt V 0 3 P O E 4 4 6 0 0 0, st ati o n 4 4 6 5 6 1 2 2 - P o e k e b e e k; N e v e l e
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
31
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
6. 6
B e n e d e ns c h el d e
6. 6. 1
C o nt e xt
T h e c at c h m e nt of t h e B e n e d e ns c h el d e is 1 7 0 4 k m² a n d b el o n gs t o t h e m ai n S c h el dt c at c h m e nt. It c o v ers t h e F l e mis h p art of t h e ti d al ri v ers i n t h e S c h el dt est u ar y, e x c e pt t h e c at c h m e nts c orr es p o n di n g t o t h e m ai n tri b ut ari es i n t his r e a c h (N et e, D e m er, Dijl e, Z e n n e a n d D e n d er ). T h e B e n e d e ns c h el d e c at c h m e nt a c c o u nts f or 8 % of t h e t ot al c at c h m e nt of t h e st u d y ar e a. A b o ut 6 % of t h e s urf a c e ar e a of t h e b asi n is g a u g e d. D uri n g t h e pr e vi o us st u d y t h e dis c h ar g e at t h e Le d e b e e k i n B or mt w as c h e c k e d, b as e d o n pr oj e ct s p e cifi c dis c h ar g e d at a of t h e Si g m a pl a n u p d at e pr oj e ct ( D e B o e c k et al., 2 0 1 1) . T his st ati o n is n ot a p er m a n e nt dis c h ar g e st ati o n a n d c o ns e q u e ntl y n o n e w c ali br ati o n is p ossi bl e f or t his s u b c at c h m e nt.
Fi g ur e 2 7 – S u b c at c h m e nts a n d m e as ur e m e nt p oi nts o n t h e B e n e d e ns c h el d e c at c h m e nt
6. 6. 2
M o d el p erf or m a n c e
T a bl e 1 1 a n d T a bl e 1 2 pr es e nt g e n er al p erf or m a n c e st atisti cs f or t h e g a u g e d c at c h m e nts of t h e B e n e d e ns c h el d e b asi n f or t h e c ali br ati o n a n d v ali d ati o n p eri o d. Gr a p hs of si m ul ati o n of t h e c at c h m e nt V 0 4 M O M 0 3 7 1 0 0 ( b est m o d el p erf or m a n c e) a n d V 0 4 M O L 0 3 6 1 1 0 ( w orst m o d el p erf or m a n c e) ar e pr es e nt e d b el o w ( Fi g ur e 2 5 t o Fi g ur e 2 7). F or b ot h of t h e c at c h m e nt, t h e l o w fl o ws ar e o v er -esti m at e d a n d t h e sl o p es i n t h e r e c essi o n d o n’t m at c h wit h t h e g a u g e d o n es. T h es e r es ults w er e o bt ai n e d e v e n t h o u g h w e a i m t o d efi n e t h e a d e q u at e m o d el p ar a m et ers b y m a n u al c ali br ati n g b ef or e t h e o pti miz ati o n.
32
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M T a bl e 1 1 – O v e r vi e w of c ali br ati o n r es ults f or g a u g e d c at c h m e nts o n t h e B e n e d e ns c h el d e b asi n
R el Err( %)
C ali br ati o n p eri o d
A p pr o x. dist a n c e t o r ai n g a u g e o v er c ali br ati o n p eri o d ( k m)
G a u gi n g st ati o n
C at c h m e nt c o d e
Ar e a ( k m²)
3 6 1 0 1 0 2 - Kl ei n e M ol e n b e e k, Li ez el e
V 0 4 M OL 0 3 6 1 1 0
3 2. 5 6 2
0. 5 6
0. 6 6 7
0. 4
2 0 0 1 -2 0 1 3
< 2007: 10 >=2007: 6
3 7 1 0 1 0 2 - Gr ot e M ol e n b e e k, M al d er e n
V04 M O M037100
6 7. 3 0 1
0.669
0. 6 5 7
0. 3
2 0 0 1 -2 0 1 3
6
NSE
l o gN S E
T a bl e 1 2 – O v er vi e w of v ali d ati o n r es ults f or g a u g e d c at c h m e nts o n t h e B e n e d e ns c h el d e b a si n
G a u gi n g st ati o n
C at c h m e nt c o d e
Ar e a ( k m²)
NSE
l og NSE
R el Err( %)
V ali d ati o n p eri o d
3 6 1 0 1 0 2 - Kl ei n e M ol e n b e e k, L i ez el e
V 0 4 M OL 0 3 6 1 1 0
3 2. 5 6 2
0. 6 1 2
0. 5 7
1 2. 5
1 9 6 7 -2 0 1 3
3 7 1 0 1 0 2 - Gr ot e M ol e n b e e k, M al d er e n
V04 M O M037100
6 7. 3
0. 6 5 1
0. 5 6 7
1 5. 6
2 0 0 1 -2 0 1 3
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
33
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
3 7 1 0 1 0 2 - Gr ot e M ol e n b e e k, M al d er e n (V 0 4 M O M 0 3 7 1 0 0 )
Fi g ur e 2 8 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] o n c at c h m e nt V 0 4 M O M 0 3 7 1 0 0, st ati o n 3 7 1 0 1 0 2 - Gr ot e M ol e n b e e k, M al d er e n ( 2 0 0 1- 2 0 1 3)
Fi g ur e 2 9 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e dis c h ar g e [ m³] o n c at c h m e nt V 0 4 M O M 0 3 7 1 0 0, st ati o n 3 7 1 0 1 0 2 - Gr ot e M ol e n b e e k, M al d er e n ( 2 0 0 1- 2 0 1 3)
34
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 3 0 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nts o n c at c h m e nt V 0 4 M O M 0 3 7 1 0 0 , st ati o n 3 7 1 0 1 0 2 - Gr ot e M ol e n b e e k, M al d er e n
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
35
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
3 6 1 0 1 0 2 - Kl ei n e M ol e n b e e k, Li ez el e ( V 0 4 M O L 0 3 6 1 1 0)
Fi g ur e 3 1 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] o n c at c h m e nt V 0 4 M O L 0 3 6 1 1 0, st ati o n 3 6 1 0 1 0 2 - Kl ei n e M ol e n b e e k, Li ez el e ( c ali br ati o n p eri o d)
Fi g ur e 3 2 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e dis c h ar g e [ m³] o n c at c h m e nt V 0 4 M O L 0 3 6 1 1 0, st ati o n 3 6 1 0 1 0 2 - Kl ei n e M ol e n b e e k, Li ez el e ( c ali br ati o n p eri o d)
36
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 3 3 – M e as u r e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nts o n c at c h m e nt V 0 4 M O L 0 3 6 1 1 0, st ati o n 3 6 1 0 1 0 2 - Kl ei n e M ol e n b e e k, Li ez el e
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
37
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
6. 7
L ei e
6. 7. 1
C o nt e xt
T h e L ei e c at c h m e nt, b ei n g p art of t h e i nt er n ati o n al “ L ei e a n d D e ûl e ” b asi n , h as a n ar e a of 3 8 8 6 k m² of w hi c h 9 8 2 k m² is sit u at e d i n Fl a n d ers. I n G h e nt, t h e L ei e c o nfl u e n c es wit h t h e S c h el dt. T h e s u b c at c h m e nts of t h e L ei e c o u nt f or 1 8 % of t h e t ot al st u d y ar e a. I n Fr a n c e, t h e L ei e ( or L ys i n Fr e n c h) is c o n n e ct e d t o t h e C a n al d e N e uf oss é a n d t h e C a n al d’ Air e à l a B a ss é e, b ot h p art of t h e c a n al s yst e m b et w e e n D ui n k er k e a n d D e n ai n. T his c a n al c o nstit ut es t h e E ast -W est li n k b et w e e n t h e S c h el dt, t h e D e ûl e, t h e L ei e a n d t h e N ort h S e a. T h e D u n k er q u e -D e n ai n c a n al is s u p pli e d wit h w at er o f t h e S c h el d e a n d its tri b ut ar y, t h e S c ar p e. S o m e of t h e w at er fl o wi n g fr o m t h e S c h el dt i n t h e c a n al s yst e m, fl o ws b a c k t o t h e L ei e t hr o u g h t h e c a n alis e d D e ûl e. T his i nt er a cti o n of ri v ers a n d c a n als l e a ds t o a n e nl ar g e d c o m pl e xit y r e g ar di n g t h e c ali br ati o n of a h y dr ol o gi c al m o d el f or t his c at c h m e nt. Fi g ur e 3 4 s h o ws t h e l o c ati o n of t h e fl o w g a u g es us e d f or c ali br ati o n of t h e N A M m o d els o n t h e L ei e b asi n.
Fi g ur e 3 4 – S u b c at c h m e nts a n d m e as ur e m e nt p oi nts o n t h e L ei e c at c h m e nt
T h e r e c ali br ati o n of t h e c at c h m e nt u pstr e a m of t h e g a u gi n g st ati o n i n M e n e n o n t h e L ei e (st ati o n 3 8 6 8 0 1 2 2) , is d o n e f or t his 1 bi g g a u g e d s u b c at c h m e nt. H o w e v er, t h e fi n al r u n off f or t h e w at er all o c ati o n m o d el is si m ul at e d s e p ar at el y f or t h e 2 2 s u b c at c h m e nts s e p ar at el y, t o b e a bl e t o distri b ut e t h e fl o w o v er t h e c o m pl e x c a n al s yst e m d es cri b e d a b o v e. Wit h t hr e e g a u gi n g st ati o ns i n M e n e n, H e ul e a n d O ostr oz e b e k e , 8 5, 6 % of t h e L ei e b asi n is c o v er e d b y dis c h ar g e m e as ur e m e nts.
38
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
6. 7. 2
M o d el p erf or m a n c es
T a bl e 1 3 a n d T a bl e 1 4 pr es e nt g e n er al p erf or m a n c e st atisti cs f or t h e g a u g e d c at c h m e nts of t h e L ei e b asi n f or t h e c ali br ati o n a n d v ali d ati o n p eri o d . Gr a p hs of si m ul ati o ns f or t h e c at c h m e nts F 0 5 L EI 3 8 6 9 9 9 ( b est m o d el p erf or m a n c e) a n d V 0 5 H E U 4 0 3 2 1 0 ( w orst m o d el p erf or m a n c e) ar e pr es e nt e d b el o w ( Fi g ur e 3 5 t o Fi g ur e 3 9 ). F or m or e d et ail e d r es ults o n t h e ot h er c at c h m e nts, s e e A n n e x 7 . I n p ar a gr a p h 3. 2 it w as alr e a d y m e nti o n e d t h at r efi n e m e nt of t h e pr e ci pit ati o n d at a i n t h e L ei e c at c h m e nt si g nifi c a ntl y i m pr o v es t h e p erf or m a n c e of t h e h y dr ol o gi c al m o d el f or t h e c at c h m e nt u pstr e a m M e n e n, c o m p ar e d t o t h e first v ersi o n of t h e w at er all o c ati o n m o d el (s e e Mi c hi els e n et. al, 2 0 2 1 ). E v e n t h o u g h w e o bt ai n e d r e all y g o o d v al u es of t h e e v al u ati o n p ar a m et ers f or t h e c at c h m e nt F 0 5 L EI 3 8 6 9 9 9 , t h e l o w fl o w in t h e c ali br at e d m o d el is o v er esti m at e d c o m p ari n g t o t h e g a u g e d o n e. H o w e v er, f or hi g h fl o w a n d r e c essi o n, t h e y ar e q uit e cl os e t o t h e g a u g e d fl o w. D es pit e t h e f a ct t h at t h e o bt ai n e d e v al u ati o n p ar a m et ers f or V 0 5 H E U 4 0 3 2 1 0 ar e l o w er t h a n t h e o n es f or t h e first c at c h m e nts, t h e vis u aliz ati o n of t h e c ali br at e d l o w fl o w i n di c at es a g o o d c orr el ati o n wit h t h e g a u g e d o n e. R e m ar ks o n t h e d at a : T h e c a t c h m e nt V 0 5 M A N 4 0 1 2 3 0 h as u nr eli a bl e o bs er v e d d at a f or s o m e p eri o ds. T h er e is a h ol e i n t h e d at a fr o m 1 9 7 8 t o A u g ust 1 98 2, a n d t h e n fr o m 1 9 9 6 t o 2 0 0 4. I n 2 0 0 5 a n d t h e s e c o n d p art of 2 0 0 6, dis c h ar g e v al u es w er e esti m at e d b as e d o n t h e a cti vit y of t h e w eir 1 k m u pstr e a m. Fr o m t h e e n d of 2 0 0 7 ( 0 9/ 1 1/ 2 0 0 7) o n, d at a als o g et t h e “ U ” d at a q u alit y fl a g. D at a is t h er ef or e l ess r eli abl e d uri n g t his p eri o d a n d w as e x cl u d e d fr o m b ot h c ali br ati o n a n d v ali d ati o n. C ali br ati o n w as p erf or m e d o n t h e c o nti n u o us p eri o d of 1 9 8 3 - 19 9 5, pr ef err e d t o a m or e r e c e nt b ut dis c o nti n u e d p eri o d. T a bl e 1 3 – O v er vi e w of c ali br ati o n r e s ults f or g a u g e d c at c h m e nts o n t h e L ei e b a si n
l og NSE
R el Err ( %)
C ali br ati o n p eri o d
A p pr o x. di st a n c e t o r ai n g a u g e o v er c ali br ati o n p eri o d ( k m) Irr el e v a nt gi v e n t h e siz e of t h e b asi n
G a u gi n g st ati o n
C at c h m e nt c o d e
Ar e a ( k m²)
3 8 6 8 0 1 2 2, L ei e t e M e n e n
F 0 5 L EI 3 8 6 9 9 9
2 9 8 1. 7 8
0. 7 9 4
0. 8 0 1
-0. 6
2 0 0 1 -2 0 1 3
4 0 3 1 0 1 0 2 - H e ul e b e e k; H e ul e
V05 HE U403210
9 1. 9 1 2
0. 7 6 1
0. 6 6 2
-2. 9
2 0 0 1 -2 0 1 3
4 0 1 1 0 1 0 2 - M a n d el; O ostr oz e b e k e ( L 0 5 _ 4 0 9)
V05 M A N401230
2 5 8. 4 4 2
0. 7 4 9
0. 7 5 8
-0. 1
1 9 8 3 -1 9 9 5
NSE
<2004: 6 >=2004: 10 8
T a bl e 1 4 – O v er vi e w of v ali d ati o n r es ults f or g a u g e d c at c h m e nts o n t h e L ei e b asi n
G a u gi n g st ati o n
C at c h m e nt c o d e
Ar e a ( k m²)
NSE
l og NSE
R el Err ( %)
V ali d ati o n p eri o d
3 8 6 8 0 1 2 2, L ei e t e M e n e n
F 0 5 L EI 3 8 6 9 9 9
2 9 8 1. 7 8
0. 8
0. 8 1 4
-0. 6
1 9 6 7 -2 0 1 3
4 0 3 1 0 1 0 2 - H e ul e b e e k; H e ul e
V05 HE U403210
9 1. 9 1 2
0. 7 5
0. 6 2 3
-6
1 9 6 7 -2 0 1 3
4 0 1 1 0 1 0 2 - M a n d el; O ostr oz e b e k e
V05 M A N401230
2 5 8. 4 4 2
0. 7 1
0. 6 1 9
-2. 7
1 9 6 7 -2 0 1 3
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
39
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
3 8 6 8 0 1 2 2, L ei e t e M e n e n ( F 0 5 L EI 3 8 6 9 9 9)
Fi g ur e 3 5 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ai l y dis c h ar g e [ m³/s] o n c at c h m e nt F 0 5 L EI 3 8 6 9 9 9, st ati o n 3 8 6 8 0 1 2 2 – L ei e , M e n e n ( 2 0 0 1- 2 0 1 3)
Fi g ur e 3 6 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e dis c h ar g e [ m³] o n c at c h m e nt F 0 5 L EI 3 8 6 9 9 9, st ati o n 3 8 6 8 0 1 2 2 – L ei e , M e n e n ( 2 0 0 1- 2 0 1 3)
40
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 3 7 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nts o n c at c h m e nt F 0 5 L EI 3 8 6 9 9 9, st ati o n 3 8 6 8 0 1 2 2 – L ei e , M e n e n ( 2 0 0 1- 2 0 1 3)
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
41
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
4 0 1 1 0 1 0 2 - M a n d el; O ostr oz e b e k e ( V 0 5 H E U 4 0 3 2 1 0 )
Fi g ur e 3 8 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] o n c at c h m e nt V 0 5 H E U 4 0 3 2 1 0, st ati o n 4 0 3 1 0 1 0 2 - H e ul e b e e k; H e ul e ( c ali br ati o n p eri o d 2 0 0 1- 2 0 1 3)
Fi g ur e 3 9 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e dis c h ar g e [ m³] o n c at c h m e nt V 0 5 H E U 4 0 3 2 1 0, st ati o n 4 0 3 1 0 1 0 2 - H e ul e b e e k; H e ul e ( c ali br ati o n p eri o d 2 0 0 1- 2 0 1 3)
42
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 4 0 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nts o n c at c h m e nt 0 5 H E U 4 0 3 2 1 0, st ati o n 4 0 3 1 0 1 0 2 - H e ul e b e e k; H e ul e
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
43
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
6. 8
B o v e ns c h el d e
6. 8. 1
C o nt e xt
T h e B o v e ns c h el d e b asi n e xt e n ds o v er Fr a n c e, W all o ni a a n d Fl a n d ers. T his b asi n h as a n ar e a of a p pr o xi m at el y 5 7 6 k m². B ef or e it e nt ers Fl a n d ers i n S pi er e -H el kij n, t h e S c h el d t h as a l e n gt h of 1 2 4 k m a n d a c orr es p o n di n g u pstr e a m c at c h m e nt of 5 3 8 0 k m² i n Fr a n c e a n d W all o ni a. T h e B o v e ns c h el d e b a si n a c c o u nts f or 3 0 % of t h e t ot al c at c h m e nt of t h e st u d y ar e a. T h e B oss uit-K ortrij k c a n al c o n n e cts t h e B o v e ns c h el d e t o t h e L ei e, w h er e as t h e S pi er e k a n a al li n ks t h e B o v e ns c h el d e t o t h e D e ûl e. Fi g ur e 4 1 s h o ws t h e l o c ati o n of t h e c at c h m e nts a n d m e as uri n g p oi nts o n t h e B o v e ns c h el d e b asi n. A ct u all y, t h e s u b c at c h m e nts u pstr e a m fr o m t h e st ati o n i n B oss uit ( 3 2 5 8 0 1 2 2) c a n b e s e e n as o n e g a u g e d s u b c at c h m e nt . H o w e v er, as st at e d b ef or e, t h e dis c h ar g e is si m ul at e d s e p ar at el y f or e a c h s u b c at c h m e nt t o g e n er at e i n p ut f or t h e w at er all o c ati o n m o d el. T h e t ot al s urf a c e ar e a c o nsi d er e d g a u g e d is t h us 9 7 % (Fi g ur e 4 1 ).
Fi g ur e 4 1 – S u b c at c h m e nts a n d m e as ur e m e nt p oi nts o n t h e B o v e ns c h el d e c at c h m e nt
6. 8. 2
M o d el p erf or m a n c e
T a bl e 1 5 a n d T a bl e 1 6 pr es e nt g e n er al p erf or m a n c e st atisti cs f or t h e g a u g e d c at c h m e nts of t h e B o v e ns c h el d e b asi n f or t h e c ali br ati o n a n d v ali d ati o n p eri o d. Gr a p hs of si m ul ati o ns of t h e c at c h m e nts F 0 6 B O S 3 2 5 9 9 9 ( b est p erf or m a n c e) a n d V 0 6 M A A 3 4 7 1 6 0 ( w orst p erf or m a n c e) ar e pr es e nt e d b el o w (Fi g ur e 4 2 t o Fi g ur e 4 7 ). F or m or e d et ail e d r es ults o n t h e ot h er c at c h m e nts, s e e A n n e x 8 . T h e b est p erf or m a n c e p ar a m et ers of V H M f or F 0 6 B O S 3 2 5 0 0 1 a n d V 0 6 Z W A 3 4 2 1 9 0 w er e a c hi e v e d. H o w e v er, V 0 6 Z W A 3 4 2 1 9 0 s h o w e d p o or r es ults i n t h e v ali d ati o n wit h N S E a n d L o g N S E ar o u n d 0, 4. F or F 0 6 B O S 3 2 5 0 0 1 , t h e w at er v ol u m e d uri n g t h e c ali br ati o n is q uit e u nst a bl e a n d n o n-c orr el at e wit h t h e g a u g e d d at a. H o w e v er, t h e vis u a liz ati o n d e m o nstr at es b a d q u alit y of t h e d at a f or t his c at c h m e nt w hi c h c a n
44
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
c a us e t his i nst a bilit y. L o g N S E f or V 0 6 M A A 3 4 7 1 6 0 c o ul d n’t b e c al c ul at e d e v e n t h o u g h w e alt er e d t h e i niti al s et of p ar a m et ers. F or t his c at c h m e nt, t h e w at er v ol u m e c orr es p o n ds w ell t o t h e g a u g e d v ol u m e. T h e pi cs a n d t h e l o w fl o ws w er e w ell si m ul at e d. R e m ar ks o n t h e d at a: T h e st ati o n 3 2 5 8 0 1 2 2 o n t h e B o v e ns c h el d e i n B oss uit ( F 0 6 B O S 3 2 5 0 0 1) o nl y h as r e c or ds fr o m 1 3/ 0 9/ 2 0 0 1 o n w ar ds. T h e c at c h m e nt W 0 6 R H O L 5 4 1 0 0 o nl y h as o bs er v e d dis c h ar g e d at a fr o m J a n u ar y 2 0 0 0 o n w ar ds. Usi n g t h e us u al 2 0 0 1-2 0 1 3 p eri o d f or c ali br ati o n, t h er e is t h er ef or e o nl y o n e y e ar of e xtr a d at a f or v ali d ati o n. Dis c h ar g e of t h e M a ar k e b e e k i n Eti k h o v e ( V 0 6 M A A 3 4 7 1 6 0 ) w as esti m at e d i n 2 0 0 5 a n d dis c h ar g es a bo v e 1 2 m 3 /s ar e m ostl y esti m at e d. I n N e d erz w al m (V 0 6 Z W A 3 4 2 1 9 0 ), s us pi ci o us d at a w as r e m o v e d i n 1 9 8 2; m or e o v er, d at a r e c or ds st art t o b e m or e u nst a bl e a n d r e g ul arl y i nt er p ol at e d fr o m A u g ust 2 0 1 2 o n w ar ds. T h er ef or e, t h e y e ar 2 0 1 3, w h er e t h e m ost r e c or ds w e r e missi n g or i nt er p ol at e d, is e x cl u d e d fr o m b ot h c ali br ati o n a n d v ali d ati o n p eri o ds. T a bl e 1 5 – O v er vi e w of c ali br ati o n r es ults f or g a u g e d c at c h m e nts o n t h e B o v e ns c h el d e b asi n
G a u gi n g st ati o n
C at c h m e nt c o d e
Ar e a ( k m²)
3 2 5 8 0 1 2 2 - B o v e ns c h el d e; B oss uit
F 0 6 B OS 3 2 59 9 9
5217.6
0. 7 1 7
3 4 7 1 0 1 0 2 - M a ar k e b e e k; Eti k h o v e
V06 M A A347160
4 8. 7
0. 5 8
3 4 2 1 0 1 0 2 - Z w al m; N e d erz w al m
V06Z W A342190
112.1
0. 6 3 9
L 5 4 1 2 A m o u gi es - R h os n es
W 0 6 R H OL 5 4 1 0 0
161.9
NSE
0. 5 5 4
l og NSE
R el Err ( %)
C ali br ati o n p eri o d
A p pr o x. dist a n c e t o r ai n g a u g e o v er c ali b r ati o n p eri o d ( k m)
0. 6 2 5
-4. 4
2 0 0 2 -2 0 1 3
Irr el e v a nt gi v e n t h e siz e of t h e b asi n
-0. 4
2 0 0 1 -2 0 1 3
6
-1. 5
2 0 0 0 -2 0 1 2
7
2 0 1 2 -2 0 1 3
< 1999: 3 1999 -2000: 6 2000 -2009: 13 > = 2 0 0 9 : 5. 5
0. 6 7 7
0. 3 8 1
-0. 8
T a bl e 1 6 – O v er vi e w of v ali d ati o n r es ults f or g a u g e d c at c h m e nts o n t h e B o v e ns c h el d e b asi n
G a u gi n g st ati o n
C at c h m e nt c o d e
Ar e a ( k m²)
NSE
l og NSE
R el Err ( %)
V ali d ati o n p eri o d
3 2 5 8 0 1 2 2 - B o v e ns c h el d e; B oss uit
F 0 6 B OS 3 2 59 9 9
5217.6
0. 7 1 9
0. 6 3 7
-5. 3
2 0 0 2 -2 0 1 3
3 4 7 1 0 1 0 2 - M a ar k e b e e k; Eti k h o v e
V06 M A A347160
48.7
0. 5 5
-1 7. 5
1 9 7 2 -2 0 1 2
3 4 2 1 0 1 0 2 - Z w al m; N e d erz w al m
V06Z W A342190
112.1
0. 4 5 5
0. 4 8 7
2. 3
1 9 7 3 -2 0 1 3
L 5 4 1 2 A m o u gi es - R h os n es
W 0 6 R H OL 5 4 1 0 0
161.9
0. 5 5 1
0. 3 9 8
-1. 2
2 0 1 2 -2 0 1 3
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
45
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
3 2 5 8 0 1 2 2 - B o v e ns c h el d e; B os s uit (F 0 6 B O S 3 2 5 9 9 9 )
Fi g ur e 4 2 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] o n c at c h m e nt F 0 6 B O S 3 2 5 9 9 9, st ati o n 3 2 5 8 0 1 2 2 - B o v e ns c h el d e; B oss uit ( c ali br ati o n p eri o d 2 0 0 2- 2 0 1 3)
Fi g ur e 4 3 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e dis c h ar g e [ m³] o n c at c h m e nt F 0 6 B O S 3 2 5 9 9 9, st ati o n 3 2 5 8 0 1 2 2 - B o v e ns c h el d e; B oss uit ( c ali br ati o n p eri o d 2 0 0 2- 2 0 1 3)
46
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 4 4 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nts o n c at c h m e nt F 0 6 B O S 3 2 5 9 9 9 , st ati o n 3 2 5 8 0 1 2 2 - B o v e ns c h el d e; B oss uit
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
47
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
3 4 7 1 0 1 0 2 - M a ar k e b e e k; Eti k h o v e (V 0 6 M A A 3 4 7 1 6 0 )
Fi g ur e 4 5 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] o n c at c h m e nt V 0 6 M A A 3 4 7 1 6 0, st ati o n 3 4 7 1 0 1 0 2 - M a ar k e b e e k; Eti k h o v e ( c alibr ati o n p eri o d 2 0 0 1- 2 0 1 3)
Fi g ur e 4 6 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e dis c h ar g e [ m³] o n c at c h m e nt V 0 6 M A A 3 4 7 1 6 0, st ati o n 3 4 7 1 0 1 0 2 - M a ar k e b e e k; Eti k h o v e ( c ali br ati o n p eri o d 2 0 0 1- 2 0 1 3)
48
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 4 7 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nts o n c at c h m e nt V 0 6 M A A 3 4 7 1 6 0 , st ati o n 3 4 7 1 0 1 0 2 - M a ar k e b e e k; Eti k h o v e ( c ali br ati o n p eri o d 2 0 0 1- 2 0 1 3)
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
49
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
6. 9
D e n d er b e k k e n
6. 9. 1
C o nt e xt
T h e D e n d er b asi n h as a n ar e a of 1 3 8 4 k m² a n d e xt e n ds o v er W all o ni a a n d Fl a n d ers . T h e u pstr e a m p art ( 6 7 5 k m²) is l o c at e d i n W all o ni a a n d t h e l o w er p art ( 7 0 9 k m²) i n Fl a n d ers. T h e D e n d er b asi n a c c o u nts f or 6 % of t h e t ot al c at c h m e nt of t h e st u d y ar e a. Wit h 5 g a u gi n g st ati o ns us e d f o r m o d el c ali br ati o n, t h e p orti o n of g a u g e d c at c h m e nts i n t his b asi n a c c o u nts f or 6 1 % of t ot al c at c h m e nt ar e a. T h e g a u gi n g st ati o n i n L essi n es is us e d t o c ali b r at e a h y dr ol o gi c al m o d el f or t h e c at c h m e nt u pstr e a m of t his g a u gi n g st ati o n. I n t h e w at er all o c ati o n m o d el, t his c at c h m e nt is di vi d e d i nt o 3 s u b c at c h m e nts.
Fi g ur e 4 8 – S u b c at c h m e nts a n d m e as ur e m e nt p oi nts i n t h e D e n d er c at c h m e nt
6. 9. 2
M o d el p erf or m a n c e
T a bl e 1 7 a n d T a bl e 1 8 pr es e nt t h e g e n er al p erf or m a n c e st atisti cs f or t h e g a u g e d c at c h m e nts of t h e D e n d er c at c h m e nt f or t h e c ali br ati o n a n d v ali d ati o n p eri o d. Gr a p hs of si m ul ati o ns f or t h e c at c h m e nts V 0 7 B E L 2 8 5 0 7 0 ( b est m o d el p erf or m a n c e) a n d V 0 7 M O G 2 8 8 0 2 0 ( w orst m o d el p erf or m a n c e) ar e pr es e nt e d b el o w ( Fi g ur e 4 9 t o Fi g ur e 5 3 ). F or m or e d et ail e d res ults o n t h e ot h er c at c h m e nts is r ef err e d t o A n n e x 9 . D es pit e t h e f a ct t h at V 0 7 B E L 2 8 5 0 7 0 h as b est m o d el p erf or m a n c e, t his l att er d o es n’t r efl e ct w ell t h e l o w fl o w; it o v er esti m at es it. T h e gr a p hs f or all t h e t y p es of c ali br at e d fl o ws ar e n ot c o nsi d er e d c o nti g u o us t o t h e g a u g e d fl o ws. H o w e v er, t h e c ali br at e d fl o ws f or V 0 7 M O G 2 8 8 0 2 0 ar e a bs ol ut el y cl os e t o t h e g a u g e d o n e, w hi c h c a n b e e x pl ai n e d d u e t o t h e f a ct t h a t t h at is n’t s o m a n y a n d hi g h pi c ks i n t h e g a u g e d l o w fl o w of t his c at c h m e nt.
50
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
R e m ar ks o n t h e d at a: F or t h e g a u gi n g st ati o n 2 8 2 1 0 1 0 2 o n t h e M ol e n b e e k i n Er p e M er e (V 0 7 M O E 2 8 2 1 0 0 ), hi g h dis c h ar g e v al u es ar e u nr eli a bl e a b o v e 5 m 3/s fr o m 1 9 9 9 t o 2 0 0 3 a n d i n 2 0 0 5. Dis c h ar g e d at a w as dis c ar d e d fr o m 2 7/ 1 0/ 2 0 0 9 u ntil 1 5/ 0 6/ 2 0 1 1 i n t h e WI S KI s eri es. C o ns e q u e ntl y, t h e c ali br ati o n p eri o d w as li mit e d t o 2 0 0 9. Y e ars 2 0 1 2 a n d 2 0 1 3 h a v e a l ot of missi n g d at a a n d i nt er p ol at e d v al u es a n d s h o w a n u n us u al hi g h -b as efl o w b e h a vi or. T h e y w er e t h er ef or e e x cl u d e d fr o m b ot h v ali d ati o n a n d c ali br ati o n. F or dis c h ar g e m e as ur e m e nts i n G er a ar ds b er g e n ( V 0 7 M O G 2 8 8 0 2 0) , t h e y e ars aft er 2 0 0 9 h a v e b e e n d el et e d d u e t o t h e e xist e n c e of u nr eli a bl e m e as ur e d dis c h ar g e d at a a n d t h er ef or e t h e c ali br ati o n s eri es st arts i n 2 0 0 7. I n 1 9 9 9, hi g h dis c h ar g e v al u es w er e esti m at e d ( a b o v e 2. 7 m 3/s). I n 2 0 0 0 a n d 2 0 0 1, hi g h v al u es w er e esti m at e d wit h l o w er a c c ur a c y. Fr o m 2 0 0 0 t o 2 0 0 2, l o w fl o ws m e as ur e m e nts h a d t o b e c orr e ct e d b e c a us e t h e g a u g e di d n ot m e as ur e lo w l e v els a d e q u at el y. T h e dis c h ar g e d at a i n L essi n es st art i n 1 5/ 0 1/ 2 0 0 8 f or c at c h m e nt W 0 7 D E N L E S 0 0 4 . C ali br ati o n t h er ef or e li mit e d t o 2 0 0 8-2 0 1 3. V ali d ati o n will h a p p e n i n O v er b o el a r e f or b ot h W 0 7 D E N L E S 0 0 4 a n d V 0 7 M A R 2 8 9 0 1 5 . T a bl e 1 7 – O v er vi e w of c ali br ati o n r es ults f or g a u g e d c at c h m e nts o n t h e D e n d er b asi n
G a u gi n g st ati o n
C at c h m e nt c o d e
Ar e a ( k m²)
NSE
l og NSE
R el Err ( %)
C ali br ati o n p eri o d
A p pr o x. dist a n c e t o r ai n g a u g e o v er c ali br ati o n p eri o d ( k m)
2 8 5 1 0 1 0 2 - B ell e b e e k, Ess e n e
V 0 7 B EL 2 8 5 0 7 0
88.7
0. 6 9 7
0. 6 8 6
0. 5
2 0 0 1 -2 0 1 3
8
2 8 9 7 0 1 0 2 - M ar k, Vi a n e
V07 M A R289015
1 7 3, 9
0. 6 8 7
0. 5 3 4
-0. 1
2 0 0 1 -2 0 1 3
< 2003: 12 2003 – 2011 : 10 >=2011: 2
2 8 2 1 0 1 0 2 - M ol e n b e e k, Er p e M er e
V07 M OE282100
4 6. 4
0. 5 1 1
0. 7 0 9
-0. 5
1 9 9 7 -2 0 0 9
< 2004: 10 >= 2004: 5
2 8 8 1 0 1 0 2 - M ol e n b e e k, G er a ar ds b er g e n
V07 M O G288020
2 3. 0 9 4
0. 5 4 5
0. 5 0 5
0. 4
1 9 9 7 -2 0 0 9
< 2009: 3 >= 2009: 15
2 7 0 8 1 0 0 2 – D e n d er, L essi n es
W 0 7 D E NL E S 0 0 4
5 1 1. 8 4
0. 5 2
0. 5 3 8
-0. 1
2 0 0 8 -2 0 1 3
Irrel e v a nt gi v e n t h e siz e of t h e b asi n ( m a x 1 6 k m)
T a bl e 1 8 – O v er vi e w of v ali d ati o n r es ults f or g a u g e d c at c h m e nts o n t h e D e n d er b a si n
G a u gi n g st ati o n
C at c h m e nt c o d e
Ar e a ( k m²)
NSE
l og NSE
R el Err ( %)
V ali d ati o n p eri o d
2 8 5 1 0 1 0 2 - B ell e b e e k, Ess e n e
V 0 7 B EL 2 8 5 0 7 0
8 8. 6 4 2
0. 5 9 4
0. 5 6 6
-6. 9
1 9 6 7 -2 0 1 3
2 8 9 7 0 1 0 2 - M ar k, Vi a n e
V07 M A R289015
1 7 3. 9
0. 6 9 4
0. 4 8 2
8. 4
1 9 7 7 -2 0 1 3
2 8 2 1 0 1 0 2 - M ol e n b e e k, Er p e M er e
V07 M OE282100
4 6. 3 6 7
0. 4 9 1
0. 6 7 1
4. 8
1 9 6 7 -2 0 1 3
2 8 8 1 0 1 0 2 - M ol e n b e e k, G er a ar ds b er g e n
V07 M O G288020
2 3. 1
0. 5 2 5
0. 4 5
-8. 9
1 9 8 6 -2 0 1 3
2 6 8 8 0 1 2 2 – D e n d er, O v er b o el ar e
W07 DE N O V B005
7 9 9. 2
0. 5 1 8
0. 5 3 7
-0. 8
2 0 0 1- 2 0 1 3
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
51
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
2 8 9 7 0 1 0 2 - M ar k , Vi a n e (V 0 7 B E L 2 8 5 0 7 0 )
Fi g ur e 4 9 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] o n c at ch m e nt V 0 7 B E L 2 8 5 0 7 0, st ati o n 2 8 5 1 0 1 0 2 - B ell e b e e k, Ess e n e ( 2 0 0 1- 2 0 1 3)
Fi g ur e 5 0 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e dis c h ar g e [ m³] o n c at c h m e nt V 0 7 B E L 2 8 5 0 7 0, st ati o n 2 8 5 1 0 1 0 2 - B ell e b e e k, Ess e n e ( 2 0 0 1- 2 0 1 3)
52
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5 1 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nts o n c at c h m e nt V 0 7 B E L 2 8 5 0 7 0 , st ati o n 2 8 5 1 0 1 0 2 - B ell e b e e k, Ess e n e
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
53
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
2 8 8 1 0 1 0 2 - M ol e n b e e k, G er a ar ds b er g e n (V 0 7 M O G 2 8 8 0 2 0 )
Fi g u r e 5 2 – M e as ur e d ( r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] o n c at c h m e nt V 0 7 M O G 2 8 8 0 2 0, st ati o n 2 8 8 1 0 1 0 2 - M ol e n b e e k, G er a ar ds b er g e n ( 1 9 9 7 - 2 0 0 9)
Fi g ur e 5 3 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) c u m u l ati v e dis c h ar g e [ m³] o n V 0 7 M O G 2 8 8 0 2 0, st ati o n 2 8 8 1 0 1 0 2 - M ol e n b e e k, G er a ar ds b er g e n ( 1 9 9 7- 2 0 0 9)
54
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5 4 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nts o n V 0 7 M O G 2 8 8 0 2 0, st ati o n 2 8 8 1 0 1 0 2 - M ol e n b e e k, G er a ar ds b er g e n
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
55
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
6. 1 0 Dijl e a n d Z e n n e 6. 1 0. 1 C o nt e xt T h e Dijl e b asi n str et c h es o v er Fl a n d ers ( 5 5 %) a n d W all o ni a ( 4 5 %) a n d h as a n ar e a of a b o ut 1 2 9 0 k m². T h e Z e n n e b asi n ( c a. 1 1 6 0 k m²) s pr e a ds a cr oss W all o ni a ( 5 0 %), Br uss els ( 1 4 %) a n d Fl a n d ers ( 3 6 %). I n t ot al, t h e Dijl e a n d Z e n n e b asi n a c c o u nt s f or 1 1 % of t h e t ot al ar e a of t h e S c h el dt b asi n. C at c h m e nts a n d g a u gi n g st ati o ns ar e r e pr es e nt e d at Fi g ur e 5 5 . Fi v e st ati o ns ar e l o c at e d o n t h e Z e n n e o n its tri b ut ari es b ef or e t h e c o nfl u e n c e wit h t h e Dijl e, m e as uri n g dis c h ar g e f or 4 3 % of t h e Z e n n e c at c h m e nt. T h e dis c h ar g e of t h e Dijl e is m e as ur e d b y o n e st ati o n i n Wils el e ( 6 7 % of t h e c at c h m e nt s urf a c e ar e a is g a u g e d).
Fi g ur e 5 5 – S u b c at c h m e nt s a n d m e as ur e m e nt p oi nts o n t h e Dijl e a n d Z e n n e c at c h m e nt
6. 1 0. 2 M o d el p erf or m a n c e T a bl e 1 9 a n d T a bl e 2 0 pr es e nt g e n er al p erf or m a n c e st atisti cs f or t h e g a u g e d c at c h m e nts of t h e Dijl e a n d t h e Z e n n e b asi ns f or t h e c ali br ati o n a n d v ali d ati o n p eri o d. Gr a p hs of si m ul ati o ns f or t h e c at c h m e nts V 0 8 B A R 1 1 1 3 7 0 ( b est m o d el p erf or m a n c e) a n d W 0 8 S E N R O N 0 1 0 ( w orst m o d el p erf or m a n c e) ar e pr es e nt e d b el o w ( Fi g ur e 5 6 t o Fi g ur e 6 1 ). F or m or e d et ail e d r es ults o n t h e ot h er c at c h m e nts, s e e A n n e x 1 0 . B esi d es t h e m e di c or e v al u es of t h e e v al u ati o n p ar a m et ers o bt ai n e d aft er t h e c ali br ati o n of t h e c at c h m e nt W 0 8 S E N R O N 0 1 0 , it is cr u ci al t h at t his m o d el is c o nsi d er e d t h e w orst o n e i n t his b asi n. N ot o nl y t h e b as e fl o w i n t h e l o w fl o ws a n d tr a nsiti o n ar e o v er esti m at e d, b ut als o t h e m o d el u n d er esti m at e t h e fl o ws i n all t h e ot h er p arts a n d it d o es n’t g et t o t h e pi c ks W h e n it c o m es t o t h e c at c h m e nt V 0 8 B A R 1 1 1 3 7 0 , t h e si m ul ati o n d o es n’t all o w us t o vi e w t h e s h a p e of t h e fl o w gr a p h d uri n g t h e l o w fl o w p eri o d. B ut w h e n w e l o o k at t h e hi g h fl o w a n d t h e c u m ul ati v e fl o w, w e ca n d e d u ct t h at it is a m o d el t h at is w ell f u n cti o ni n g a n d g a v e us g o o d r es ults.
56
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
R e m ar ks o n t h e d at a: T h e B ar e b e e k c at c h m e nt ( V 0 8 B A R 1 1 1 3 7 0) o nl y h as m e as ur e d dis c h ar g e d at a fr o m 0 2/ 0 1/ 1 9 9 7 t o 0 4/ 1 1/ 2 0 0 4. T his e ntir e p eri o d w as us e d f or c ali br ati o n. T h e c at c h m e nt W 0 8 S A M R O N 0 0 0 d o es n ot h a v e d at a aft er 2 0 1 0. A 1 3 -y e ar c ali br ati o n p eri o d w as t h er ef or e s el e ct e d fr o m 1 9 9 8 t o 2 0 1 0. F or V 0 8 Z U U 2 3 3 1 0 0 , m ost of dis c h ar g e r e c or ds w er e esti m at e d or s us p e ct fr o m A u g ust 2 0 0 5 t o M a y 2 0 0 6. It is s us p e ct i n t h e s u m m er of 1 9 9 4 a n d 2 0 0 8 as w ell as 2 0 0 9 (J u n e t o N o v e m b er). M e as ur e d fl o w is als o s us pi ci o usl y c o nst a nt i n t h e s pri n g o f 2 0 0 3 wit h a l ot of r e p e at e d r e c or ds fr o m A pril t o D e c e m b er 2 0 0 3. T his p eri o d s e e ms t h er ef or e l ess tr ust w ort h y. Dis c h ar g e of t h e Dijl e ( V 0 8 DIJ 0 9 3 4 0 0 ) is m e as ur e d b y a V M M st ati o n i n Wils el e, w h er e m e as ur e m e nts ar e k n o w n t o b e dist ur b e d b y pl a nt gr o wt h. C o rr e cti o ns w er e m a d e b y t h e V M M t o a c c o u nt f or t his eff e ct b ut wit h li mit e d a c c ur a c y. D at a q u alit y is p o or or s us p e ct o n m ost y e ars u ntil 2 0 1 3. T h er ef or e, t h e r ai nf all a n d p ot e nti al e v a p otr a ns pir ati o n ti m es eri es w er e e x c e pti o n all y e xt e n d e d i n or d er t o h a v e t w o y e ars a n d a h alf of r eli a bl e d at a ( 2 0 1 3 -mi d 2 0 1 5). T a bl e 1 9 – O v er vi e w of c ali br ati o n r es ults f or g a u g e d c at c h m e nts o n t h e Dijl e a n d Z e n n e b asi ns
G a u gi n g st ati o n
C at c h m e nt c o d e
Ar e a ( k m²)
NSE
l og NSE
R el Err ( %)
C ali br ati o n p eri o d
A p pr o x. dist a n c e t o r ai n g a u g e o v er c ali br ati o n p eri o d ( k m)
1 1 1 1 0 1 0 2 -B ar e b e e k, H ofst a d e ( El e wijt)
V08B A R111370
7 0. 0
0. 7 4 1
0. 7 5 5
1. 1
1 9 9 7 -2 0 0 4
7
9 3 1 0 1 0 2 - Dijl e, Wils el e
V 0 8 DIJ 0 9 3 4 0 0
8 6 1, 4
0. 6 0 5
0. 1 3 7
1. 2
2 0 1 3 -2 0 1 5
Irr el e v a nt gi v e n t h e siz e of t h e b asi n ( m a x 1 2)
2 3 3 1 0 1 0 2 - Z u u n b e e k, St Pi et ersl e e u w
V08Z U U233100
6 4, 8
0. 6 0 3
0. 4 9 2
2 2. 3
2 0 0 1 -2 0 1 3
< 2007: 12 2007 -2009: 10 > 2009: 10
2 3 7 1 -1 0 0 5 0 S a m m e, R o n q ui er es
W08S A M R O N000
1 3 4, 0
0. 6 9 3
0. 7 7 3
0. 4
1 9 9 8 -2 0 1 0
< 2008: 4 2008 -2010: 8 > 2010: 5
L 5 6 7 0 - Se n ett e, R o n q ui er es
W08SE N R O N010
7 0, 4
0. 5 6 6
0. 3 6 1
-6. 7
2 0 0 1 -2 0 1 3
< 2002: 2 2 0 0 2 -2 0 0 6 : 8 > 2006: 11
1 9 5 1 -1 0 0 5 0 Z e n n e, T u biz e
W08SE NT U B030
2 1 5, 9
0. 6 7 1
0. 6 2 1
-0. 3
2 0 0 1 -2 0 1 3
6
T a bl e 2 0 – O v er vi e w of v ali d ati o n r es ults f or g a u g e d c at c h m e nts o n t h e Dijl e a n d Z e n n e b asi ns
G a u gi n g st ati o n
C at c h m e nt c o d e
Ar e a ( k m²)
NSE
l og NSE
R el Err ( %)
V ali d ati o n p eri o d
1 1 1 1 0 1 0 2 -B ar e b e e k, H ofst a d e
V08B A R111370
7 0. 0 8
0. 6 9 5
-0. 1 9 1
0. 0 1 4
1 9 6 7 -2 0 1 3
9 3 1 0 1 0 2 - Dijl e, Wils el e
V 0 8 DIJ 0 9 3 4 0 0
8 6 1, 4
0. 5 9 5
0. 7 3 7
- 2. 6
1 9 7 4 -2 0 1 3
2 3 3 1 0 1 0 2 - Z u u n b e e k, St Pi et ersl e e u w
V08Z U U233100
6 4, 8
0. 5 8 6
0. 4 8
2 9. 8
1 9 8 5 -2 0 1 3
2 3 7 1 -1 0 0 5 0 S a m m e, R o n q ui er es
W08S A M R O N000
1 3 4. 0 9 7
0. 7 1
0. 6 5
-0. 0 9 2
1 9 6 7 -2 0 1 3
L 5 6 7 0 -S e n ett e, R o n q ui er es
W08SE N R O N010
7 0, 4
0. 5 1 2
0. 3 7 6
-1 5. 6
1 9 7 7 -2 0 1 3
1 9 5 1 -1 0 0 5 0 Z e n n e, T u biz e
W08SE NT U B030
2 1 5. 9 1 1
0. 6 5 2
0. 6 1 2
-3. 5
1 9 6 7 -2 0 1 3
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
57
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
1 1 1 1 0 1 0 2 -B ar e b e e k, H ofst a d e ( El e wijt) (V 0 8 B A R 1 1 1 3 7 0 )
Fi g ur e 5 6 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] o n c at c h m e nt V 0 8 B A R 1 1 1 3 7 0, st ati o n 1 1 1 1 0 1 0 2- B ar e b e e k, H ofst a d e ( El e wijt) ( 2 0 0 1- 2 0 1 3)
Fi g ur e 5 7 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e dis c h ar g e [ m³] o n c at c h m e nt V 0 8 B A R 1 1 1 3 7 0, st ati o n 1 1 1 1 0 1 0 2- B ar e b e e k, H ofst a d e ( El e wijt) ( 2 0 0 1- 2 0 1 3)
58
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5 8 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nts o n c at c h m e nt V 0 8 B A R 1 1 1 3 7 0 , st ati o n 1 1 1 1 0 1 0 2- B ar e b e e k, H ofst a d e ( El e wijt)
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
59
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
L 5 6 7 0 -S e n ett e, R o n q ui er es (W 0 8 S E N R O N 0 1 0 )
Fi g ur e 5 9 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] o n c at c h m e nt W 0 8 S E N R O N 0 1 0, st ati o n L 5 6 7 0 -S e n ett e, R o n q ui er es ( 2 0 0 1- 2 0 1 3)
Fi g ur e 6 0 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e dis c h ar g e [ m³] o n c at c h m e nt st ati o n L 5 6 7 0 -S e n ett e, R o n q ui er es ( 2 0 0 1- 2 0 1 3)
60
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
W 0 8 S E N R O N 0 1 0,
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 6 1 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nts o n c at c h m e nt W 0 8 S E N R O N 0 1 0, st ati o n L 5 6 7 0 -S e n et t e, R o n q ui er es
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
61
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
6. 1 1 D e m er b e k k e n 6. 1 1. 1 C o nt e xt T h e D e m er b asi n h as a n ar e a of 2 3 3 4 k m². Fr o m t h at, 1 9 1 9 k m² is l o c at e d i n Fl a n d ers, t h e r est b ei n g i n W all o ni a. It c o ntri b ut es f or 1 0 % of t h e t ot al s urf a c e ar e a of t h e S c h el dt b asi n. T h e n a vi g a bl e ri v ers i n t his c at c h m e nt ar e t h e D e m er a n d t h e Al b ert c a n al. Wit h 1 0 g a u gi n g st ati o ns, 8 0, 3 % of t h e c at c h m e nts i n t h e D e m er is g a u g e d. T h es e st ati o ns ar e list e d i n R e m ar ks o n t h e d at a: S o m e c at c h m e nts ar e c ali br at e d f or a diff er e nt p eri o d t h a n us u al ( 2 0 0 1 -2 0 1 3). Y e ars 2 0 1 1 -2 0 1 3 h a v e b e e n d el et e d fr o m t h e si m ul ati o n of t h e c at c h m e nt V 0 9 D E M 1 3 6 0 0 0 d u e u nr eli a b l e (s us pi ci o usl y hi g h) m e as ur e d b as e fl o w. T h e c at c h m e nt V 0 9 L O S 1 4 3 3 0 0 h as p orti o ns of dis c h ar g e m e as ur e m e nts wit h m o d er at e t o p o or q u alit y, or missi n g v al u es fr o m A u g ust 2 0 1 0, r es ulti n g i n t h e y e ars 1 9 9 7 -2 0 1 0 b ei n g us e d f or c ali br ati o n. N ot e t h at d at a i n 2 0 0 1 a n d b ef or e is u n c h e c k e d a n d t h er ef or e m or e u n c ert ai n. T h e c at c h m e nt V 0 9 M A N 1 6 1 0 4 0 d o es n ot h a v e d at a a v ail a bl e fr o m t h e b e gi n ni n g of 2 0 1 1 a n d b et w e e n 1 1/ 0 5/ 2 0 0 3 -3 1/ 1 2/ 2 0 0 4, s o t h e c ali br ati o n p eri o d 1 9 9 8 -2 0 1 0 h as b e e n us e d. I n t h e c as e of t h e H er k i n K er mt/ S p al b e e k ( V 0 9 H E R 1 6 3 0 1 0 ), d at a is c h e c k e d fr o m 2 0 0 2 u ntil 2 0 1 6, wit h t h e e x c e pti o n of 2 0 1 0. T h e c ali br ati o n p eri o d is t h er ef or e c h os e n fr o m 2 0 0 3 t o 2 0 1 3 i n or d er t o e ns ur e m a xi m u m r eli a bilit y d uri n g t h e c ali br ati o n. T h e y e ars b ef or e ar e us e d f or v ali dati o n n e v ert h el ess. T h er e is n o o bs er v e d dis c h ar g e d at a f or V 0 9 M O T 1 4 4 2 7 0 aft er 2 0 1 0. Hi g h dis c h ar g e v al u es ar e esti m ati o ns a b o v e 3 m 3 /s fr o m 2 00 0 t o 2 0 0 1 i n cl u d e d. M e as ur e m e nts st art t o b e u nst a bl e i n 2 0 0 8 a n d it is u n c h e c k e d b ef or e 1 9 9 7, s o t h e p eri o d c h o s e n f or c ali br ati o n is 1 9 9 7 -2 0 0 7. V ali d ati o n c a n b e p erf or m e d usi n g t h e st ati o n l o c at e d i n Ti elt, sli g htl y u pstr e a m (st ati o n L 0 9 _ 1 4 A wit h a s urf a c e ar e a of a p pr o xi m ati v el y 2 6. 6 k m2 ). I n r ef er e n c e t o t h e c at c h m e nt V 0 9 Z W A 1 4 8 1 2 0 , t h er e is n o dis c h ar g e d at a in L u m m e n ( Z w art e b e e k) b et w e e n 1 9 9 7 a n d 2 0 0 1. M or e o v er v al u es ar e missi n g or s us p e ct fr o m 2 0 0 8 o n. T h er ef or e, c ali br ati o n p eri o d is s el e ct e d b et w e e n 2 0 0 1 a n d 2 0 0 8 t o e ns ur e c o nti n u o us r eli a bl e o bs er v ati o ns. N ot e t h at t h er e is u n c ert ai nt y ass o ci at e d wit h a c orr e cti o n f or t h e eff e ct of pl a nt gr o wt h o n o bs er v e d dis c h ar g e ( dis c h ar g e w as c orr e ct e d t o b e l o w er t h a n a ct u al m e as ur e m e nts i n t h e s u m m er of 20 0 2 a n d 2 0 0 3). V 0 9 H U L 1 4 7 1 5 0 r ef ers t o t h e b asi n of t h e Z w art W at er ri v er, g a u g e d i n M ol e nst e d e ( L 0 9 _ 1 4 7). D at a i s c h e c k e d wit h g o o d q u alit y si n c e 2 0 0 2. N ot e t h at t h e s e c o n d h alf of 2 0 0 7 is esti m at e d. F or t h e Z w art e b e e k dis c h ar g e i n L u m m e n ( V 0 9 Z W A 1 4 8 1 2 0 ), v al u es ar e s us p e ct f or m ost of 2 0 1 1 a n d l ess t h a n g o o d q u alit y st arti n g A pril 2 0 1 2. T h er ef or e t h e c ali br ati o n p eri o d is li mit e d t o 2 0 0 1-2 0 0 8. T a bl e 2 1 a n d d e pi ct e d o n Fi g ur e 6 2 .
62
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 6 2 – S u b c at c h m e nt s a n d m e as ur e m e nt p oi nts i n t h e D e m er c at c h m e nt
6. 1 1. 2 M o d el p erf or m a n c e R e m ar ks o n t h e d at a: S o m e c at c h m e nts ar e c ali br at e d f or a diff er e nt p eri o d t h a n us u al ( 2 0 0 1 -2 0 1 3). Y e ars 2 0 1 1 -2 0 1 3 h a v e b e e n d el et e d fr o m t h e si m ul ati o n of t h e c at c h m e nt V 0 9 D E M 1 3 6 0 0 0 d u e u nr eli a bl e (s us pi ci o usl y hi g h) m e as ur e d b as e fl o w. T h e c at c h m e nt V 0 9 L O S 1 4 3 3 0 0 h as p orti o ns of dis c h ar g e m e as ur e m e nts wit h m o d er at e t o p o or q u alit y, or missi n g v al u es fr o m A u g ust 2 0 1 0, r es ulti n g i n t h e y e ars 1 9 9 7-2 0 1 0 b ei n g us e d f or c ali br ati o n. N ot e t h at d at a i n 2 0 0 1 a n d b ef or e is u n c h e c k e d a n d t h er ef or e m or e u n c ert ai n. T h e c at c h m e nt V 0 9 M A N 1 6 1 0 4 0 d o es n ot h a v e d at a a v ail a bl e fr o m t h e b e gi n ni n g of 2 0 1 1 a n d b et w e e n 1 1/ 0 5/ 2 0 0 3 -3 1/ 1 2/ 2 0 0 4, s o t h e c al i br ati o n p eri o d 1 9 9 8-2 0 1 0 h as b e e n us e d. I n t h e c as e of t h e H er k i n K er mt/ S p al b e e k (V 0 9 H E R 1 6 3 0 1 0 ), d at a is c h e c k e d fr o m 2 0 0 2 u ntil 2 0 1 6, wit h t h e e x c e pti o n of 2 0 1 0. T h e c ali br ati o n p eri o d is t h er ef or e c h os e n fr o m 2 0 0 3 t o 2 0 1 3 i n or d er t o e ns ur e m a xi m u m r eli a bilit y d uri n g t h e c ali br ati o n. T h e y e ars b ef or e ar e us e d f or v ali d ati o n n e v ert h el ess. T h er e is n o o bs er v e d dis c h ar g e d at a f or V 0 9 M O T 1 4 4 2 7 0 aft er 2 0 1 0. Hi g h dis c h ar g e v al u es ar e esti m ati o ns a b o v e 3 m 3 /s fr o m 2 0 0 0 t o 2 0 0 1 i n cl u d e d. M e as ur e m e nts st art t o b e u nst a bl e i n 2 0 0 8 a n d it is u n c h e c k e d b ef or e 1 9 9 7, s o t h e p eri o d c h os e n f or c ali br ati o n is 1 9 9 7 -2 0 0 7. V ali d ati o n c a n b e p erf or m e d usi n g t h e st ati o n l o c at e d i n Ti elt, sli g htl y u pstr e a m (st ati o n L 0 9 _ 1 4 A wit h a s urf a c e ar e a of a p pr o xi m ati v el y 2 6. 6 k m2 ). I n r ef er e n c e t o t h e c at c h m e nt V 0 9 Z W A 1 4 8 1 2 0 , t h er e is n o dis c h ar g e d at a i n L u m m e n ( Z w art e b e e k) b et w e e n 1 9 9 7 a n d 2 0 0 1. M or e o v er v al u es ar e missi n g or s us p e ct fr o m 2 0 0 8 o n. T h er ef or e, c ali br ati o n p eri o d is s el e ct e d b et w e e n 2 0 0 1 a n d 2 0 0 8 t o e ns ur e c o nti n u o us r eli a bl e o bs er v ati o ns. N ot e t h at t h er e is u n c ert ai nt y ass o ci at e d wit h a c orr e cti o n f or t h e eff e ct of pl a nt gr o wt h o n o bs er v e d dis c h ar g e ( dis c h ar g e w as c orr e ct e d t o b e l o w er t h a n a ct u al m e as ur e m e nts i n t h e s u m m er of 2 0 0 2 a n d 2 0 0 3).
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
63
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
V 0 9 H U L 1 4 7 1 5 0 r ef ers t o t h e basi n of t h e Z w art W at er ri v er, g a u g e d i n M ol e nst e d e ( L 0 9 _ 1 4 7). D at a is c h e c k e d wit h g o o d q u alit y si n c e 2 0 0 2. N ot e t h at t h e s e c o n d h alf of 2 0 0 7 is esti m at e d. F or t h e Z w art e b e e k dis c h ar g e i n L u m m e n ( V 0 9 Z W A 1 4 8 1 2 0 ), v al u es ar e s us p e ct f or m ost of 2 0 1 1 a n d l ess t h a n g o o d q u alit y st arti n g A pril 2 0 1 2. T h er ef or e t h e c ali br ati o n p eri o d is li mit e d t o 2 0 0 1-2 0 0 8. T a bl e 2 1 a n d T a bl e 2 2 pr es e nt g e n er al p erf or m a n c e st atisti cs f or t h e g a u g e d c at c h m e nts of t h e D e m er b asi n f or t h e c ali br ati o n a n d v ali d ati o n p eri o d. Gr a p hs of t h e c at c h me nts wit h c o d e V 0 9 V E L 1 4 5 1 0 0 ( b est m o d el p erf or m a n c e) a n d V 0 9 L O S 1 4 3 3 0 0 (w orst m o d el p erf or m a n c e) ar e pr es e nt e d b el o w ( Fi g ur e 6 3 t o Fi g ur e 6 8). F or m or e d et ail e d r es ults o n t h e ot h er c at c h m e nts, s e e A n n e x 1 1 . Asi d e fr o m V 0 9 H U L 1 4 7 1 5 0 a n d V 0 9 L O S 1 4 3 3 0 0 , t h e c at c h m e nts i n t his b asi n s h o w e d g o o d e v al u ati o n p ar a m et ers of t h e m o d el, d es pit e t h e f a ct of t h e dis pr o p orti o n alit y of t h e ar e as of t h es e c at c h m e nts fr o m o n e t o a n ot h er. W h e n t h e l o w fl o ws ar e w ell si m ul a t e d f or V 0 9 V E L 1 4 5 1 0 0 , t h e si m ul at e d fl o ws d uri n g t h e tr a nsiti o n a n d t h e hi g h fl o ws p eri o d ar e o v er esti m at e d c o m p ari n g t o t h e g a u g e d o n es. W h e n it c o m es t o V 0 9 L O S 1 4 3 3 0 0 , t h e si m ul at e d c u m ul ati v e t ot al fl o w is q uit e hi g h er t h a n t h e g a u g e d o n e fr o m 1 9 9 8 t o 2 01 0. T his r efl e cts t h e p o or p erf or m a n c e of t h e m o d el si n c e it o v er esti m at es t h e b as e fl o w a n d it c a n b e e x pli citl y vi e w e d d uri n g 1 9 9 9. R e m ar ks o n t h e d at a: S o m e c at c h m e nts ar e c ali br at e d f or a diff er e nt p eri o d t h a n us u al ( 2 0 0 1 -2 0 1 3). Y e ars 2 0 1 1 -2 0 1 3 h a v e b e e n d el et e d fr o m t h e si m ul ati o n of t h e c at c h m e nt V 0 9 D E M 1 3 6 0 0 0 d u e u nr eli a bl e (s us pi ci o usl y hi g h) m e as ur e d b as e fl o w. T h e c at c h m e nt V 0 9 L O S 1 4 3 3 0 0 h as p orti o ns of dis c h ar g e m e as ur e m e nts wit h m o d er at e t o p o or q u alit y, or missi n g v al u es fr o m A u g ust 2 0 1 0, r es ul ti n g i n t h e y e ars 1 9 9 7-2 0 1 0 b ei n g us e d f or c ali br ati o n. N ot e t h at d at a i n 2 0 0 1 a n d b ef or e is u n c h e c k e d a n d t h er ef or e m or e u n c ert ai n. T h e c at c h m e nt V 0 9 M A N 1 6 1 0 4 0 d o es n ot h a v e d at a a v ail a bl e fr o m t h e b e gi n ni n g of 2 0 1 1 a n d b et w e e n 1 1/ 0 5/ 2 0 0 3 -3 1/ 1 2/ 2 0 0 4, s o t h e c ali br ati o n p eri o d 1 9 9 8 -2 0 1 0 h as b e e n us e d. I n t h e c as e of t h e H er k i n K er mt/ S p al b e e k (V 0 9 H E R 1 6 3 0 1 0 ), d at a is c h e c k e d fr o m 2 0 0 2 u ntil 2 0 1 6, wit h t h e e x c e pti o n of 2 0 1 0. T h e c ali br ati o n p eri o d is t h er ef or e c h os e n fr o m 2 0 0 3 t o 2 0 1 3 i n or d er t o e ns ur e m a xi m u m r eli a bilit y d uri n g t h e c ali br ati o n. T h e y e ars b ef or e ar e us e d f or v ali d ati o n n e v ert h el ess. T h er e is n o o bs er v e d dis c h ar g e d at a f or V 0 9 M O T 1 4 4 2 7 0 aft er 2 0 1 0. Hi g h dis c h ar g e v al u es ar e esti m ati o ns a b o v e 3 m 3 /s fr o m 2 0 0 0 t o 2 0 0 1 i n cl u d e d. M e as ur e m e nts st art t o b e u nst a bl e i n 2 0 0 8 a n d it is u n c h e c k e d b ef or e 1 9 9 7, s o t h e p eri o d c h os e n f or c ali br ati o n is 1 9 9 7 -2 0 0 7. V ali d ati o n c a n b e p erf or m e d usi n g t h e st ati o n lo c at e d i n Ti elt, sli g htl y u pstr e a m (st ati o n L 0 9 _ 1 4 A wit h a s urf a c e ar e a of a p pr o xi m ati v el y 2 6. 6 k m 2 ). I n r ef er e n c e t o t h e c at c h m e nt V 0 9 Z W A 1 4 8 1 2 0 , t h er e is n o dis c h ar g e d at a i n L u m m e n ( Z w art e b e e k) b et w e e n 1 9 9 7 a n d 2 0 0 1. M or e o v er v al u es ar e missi n g or s us p e ct fr o m 2 0 0 8 o n. T h er ef or e, c ali br ati o n p eri o d is s el e ct e d b et w e e n 2 0 0 1 a n d 2 0 0 8 t o e ns ur e c o nti n u o us r eli a bl e o bs er v ati o ns. N ot e t h at t h er e is u n c ert ai nt y ass o ci at e d wit h a c orr e cti o n f or t h e eff e ct of pl a nt gr o wt h o n o bs er v e d dis c h ar g e ( dis c h ar g e w as c or r e ct e d t o b e l o w er t h a n a ct u al m e as ur e m e nts i n t h e s u m m er of 2 0 0 2 a n d 2 0 0 3). V 0 9 H U L 1 4 7 1 5 0 r ef ers t o t h e b asi n of t h e Z w art W at er ri v er, g a u g e d i n M ol e nst e d e ( L 0 9 _ 1 4 7). D at a is c h e c k e d wit h g o o d q u alit y si n c e 2 0 0 2. N ot e t h at t h e s e c o n d h alf of 2 0 0 7 is esti m at e d. F or t h e Z w art e b e e k dis c h ar g e i n L u m m e n ( V 0 9 Z W A 1 4 8 1 2 0 ), v al u es ar e s us p e ct f or m ost of 2 0 1 1 a n d l ess t h a n g o o d q u alit y st arti n g A pril 2 0 1 2. T h er ef or e t h e c ali br ati o n p eri o d is li mit e d t o 2 0 0 1 -2 0 0 8.
64
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M T a bl e 2 1 – O v er vi e w of c ali br ati o n r es ults f or g a u g e d c at c h m e nts o n t h e D e m er b asi n
G a u gi n g st ati o n
C at c h m e nt c o d e
Ar e a ( k m²)
NSE
l og NSE
R el Err ( %)
C ali br ati o n p eri o d
A p pr o x. dist a n c e t o r ai n g a u g e o v er c ali br ati o n p eri o d ( k m)
1 3 6 1 0 1 0 2 - D e m er; H ass elt
V09 DE M136000
2 5 5, 8
0. 7 1 9
0. 6 6 2
-0. 2
1 9 9 8 -2 0 1 0
6
1 5 2 1 0 1 0 2 - G et e; H al e n
V09 GET152080
8 0 0. 3 9 5
0. 7 1 3
0. 6 2 7
-0. 6
2 0 0 1 -2 0 1 3
Irr el e v a nt gi v e n t h e siz e of t h e c at c h m e nt ( m a x 1 0)
1 6 3 1 0 1 0 2 - H er k, K er mt ( S p al b e e k)
V09 HE R163010
2 7 4. 6 0 2
0. 6 0 7
0. 5 4 7
-1. 2
2 0 0 3 -2 0 1 2
12
1 4 7 1 0 1 0 2 - Z w art W at er ( affl u e nt of D e H ul p e); M ol e nst e d e
V 0 9 H UL 1 4 7 1 5 0
8 0. 1 3
0. 4 0 3
0. 0 1 7
-1. 6
2 0 0 1 -2 0 1 3
7
1 4 3 1 0 1 0 2 - Gr ot e L ost i n g; W ez e m a al
V 0 9L O S 1 4 3 3 0 0
1 5. 1 7 6
0. 2 5
0. 2 4 3
1 8. 8
1 9 9 7 -2 0 1 0
< 2000: 8 >= 2000: 4
1 6 1 1 0 1 0 2 - M a n g el b e e k; Lu m men
V09 M A N161040
1 0 3. 0 8 1
0. 6 6 6
0. 6 1 5
-0. 2
1 9 9 8 -2 0 1 0
10
1 4 4 1 0 1 0 2 - M ott e; Rill a ar
V09 M OT144270
3 3. 5 9
0. 6 4 7
0. 5 0 9
3
1 9 9 5 -2 0 0 7
5
1 4 5 1 0 1 0 2 - V el p; R a ns b er g
V 0 9 V EL 1 4 5 1 0 0
9 6. 8 0 1
0. 7 2 5
0. 6 5 7
0. 5
2 0 0 1 -2 0 1 3
7
1 4 1 - R ots el a ar ; Wi n g e
V 0 9 WI N 1 4 1 3 1 0
6 4. 7 3 9
0. 6 7 5
0. 5 8
1
2 0 0 1 -2 0 1 3
< 2001: 10 >= 2001: 2
1 4 8 1 0 1 0 2 - Z w art e B e e k; Lu m men
V09Z W A148120
9 6. 5 1 5
0. 6 3 7
0. 4 8
3. 2
2 0 0 1 -2 0 0 8
3
T a bl e 2 2 – O v er vi e w of v ali d ati o n r es ults f or g a u g e d c at c h m e nts o n t h e D e m er b a si n
G a u gi n g st ati o n
C at c h m e nt c o d e
Ar e a ( k m²)
NSE
l og NSE
R el Err ( %)
V ali d ati o n p eri o d
1 3 6 1 0 1 0 2 - D e m er; H ass elt
V09 DE M136000
2 5 5. 8 8 2
0. 6 5 4
0. 5 5
-1. 3
1 9 6 7- 2 0 1 3
1 5 2 1 0 1 0 2 - G et e; H a l e n
V09 GET152080
8 0 0, 4
0. 6 6 1
0. 5 8
6. 3
1 9 6 9 -2 0 1 2
1 6 3 1 0 1 0 2 - H er k, K er mt
V09 HE R163010
2 7 4, 6
0. 5 9 4
0. 4 9 8
10
1 9 7 7 -2 0 1 3
1 4 7 1 0 1 0 2 - D e H ul p e; M ol e nst e d e
V 0 9 H UL 1 4 7 1 5 0
8 0, 1
0. 4 3 6
0. 1 0 1
1 0. 3
1 9 8 7 -2 0 1 3
1 4 3 1 0 1 0 2 - Gr ot e L osti n g; W ez e m a al
V 0 9L O S 1 4 3 3 0 0
1 5, 2
0. 2 6 5
0. 2 9 9
6. 7
1 9 8 7 -2 0 1 2
1 6 1 1 0 1 0 2 - M a n g el b e e k; L u m m e n
V09 M A N161040
1 0 3, 1
0. 6 6 9
0. 5 6 9
0. 7
1 9 8 4 -2 0 0 9
1 4 A - M ott e; Ti elt
V09 M OT14 A100
3 3, 6
0. 5 2 5
0. 2 0 8
-1 3
2 0 0 9 -2 0 1 3
1 4 5 1 0 1 0 2 - V el p; R a ns b er g
V 0 9 V EL 1 4 5 1 0 0
9 6. 8 0 1
0. 6 7 1
0. 5 9 4
0
1 9 6 7- 2 0 1 3
1 4 1 - R ots el a ar ; Wi n g e
V 0 9 WI N 1 4 1 3 1 0
6 4, 7
0. 5 7 9
0. 5 8 5
3. 9
1 9 8 7 -2 0 1 3
1 4 8 1 0 1 0 2 - Z w art e B e e k; L u m m e n
V09Z W A148120
9 6, 5
0. 5 4 5
0. 3 3 6
-9. 7
1 9 8 3 -2 0 1 3
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
65
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
1 4 5 1 0 1 0 2 - V el p; R a ns b er g (V 0 9 V E L 1 4 5 1 0 0 )
Fi g ur e 6 3 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] o n c at c h m e nt V 0 9 V E L 1 4 5 1 0 0, 1 4 5 1 0 1 0 2 - V el p; R a ns b er g ( 1 9 9 7- 2 0 1 3)
Fi g ur e 6 4 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m³] o n V 0 9 V E L 1 4 5 1 0 0, 1 4 5 1 0 1 0 2 - V el p; R a ns b er g ( 1 9 9 7- 2 0 1 3)
66
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 6 5 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nts o n c at c h m e nt V 0 9 V E L 1 4 5 1 0 0, 1 4 5 1 0 1 0 2 - V el p; R a ns b er g
1 4 3 1 0 1 0 2 - Gr ot e L osti n g; W ez e m a al (V 0 9 L O S 1 4 3 3 0 0 )
Fi g ur e 6 6 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e ) d ail y dis c h ar g e [ m³/s] o n c at c h m e nt V 0 9 L O S 1 4 3 3 0 0, st ati o n1 4 3 1 0 1 0 2 - Gr ot e L osti n g; W ez e m a al ( 2 0 0 1- 2 0 0 1 3)
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
67
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 6 7 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e dis c h ar g e [ m³] o n c at c h m e nt c at c h m e nt V 0 9 L O S 1 4 3 3 0 0, st ati o n1 4 3 1 0 1 0 2 - Gr ot e L osti n g; W ez e m a al ( 2 0 0 1- 2 0 1 3)
68
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 6 8 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h a r g e [ m³/s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nts o n c at c h m e nt c at c h m e nt V 0 9 L O S 1 4 3 3 0 0, st ati o n1 4 3 1 0 1 0 2 - Gr ot e L osti n g; W ez e m a al
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
69
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
6. 1 2 N et e b e k k e n 6. 1 2. 1 C o nt e xt T h e N et e c at c h m e nt r e a c h es o v er 1 6 7 3 k m² a n d is l o c at e d i n N ort h -E ast of Fl a n d ers. It c a n b e di vi d e d i nt o t w o c at c h m e nts c orr es p o n di n g t o t h e m ai n ri v ers: Kl ei n e N et e a n d Gr ot e N et e. T h es e t wo ri v ers fl o w t o g et h er i n Li er, w h er e t h e y c oi n ci d e i n t h e B e n e d e n -N et e . T his fl o ws t o g et h er wit h t h e Dijl e t o b e c o m e t h e R u p el. T h e N et e b asi n a c c o u nts f or 8 % of t h e t ot al s urf a c e ar e a of t h e S c h el dt b asi n. T h er e ar e 5 g a u gi n g st ati o ns us e d f or c ali br ati o n of t h e r ai nf all -r u n off m o d els, c o v eri n g 6 3 % of t h e N et e c at c h m e nt s urf a c e ar e a.
Fi g ur e 6 9 – S u b c at c h m e nts a n d m e as ur e p oi nts f or t h e N et e b asi n
6. 1 2. 2 M o d el p erf or m a n c e T a bl e 2 3 a n d T a bl e 2 4 pr es e nt g e n er al p erf or m a n c e st atisti cs f or t h e g a u g e d c at c h m e nts of t h e N et e b asi n. Gr a p hs of si m ul ati o ns of t h e c at c h m e nts wit h c o d e V 1 0 K N E 0 5 2 0 0 0 ( b est m o d el p erf or m a n c e) a n d V 1 0 M O P 0 6 2 1 4 0 ( w orst m o d el p erf or m a n c e) ar e pr es e nt e d b el o w (Fi g ur e 7 0 t o Fi g ur e 6 2 ). F or m or e d et ail e d r es ults o n t h e ot h er s u b c at c h m e nts is r ef err e d t o A n n e x 1 2 . T h e m o d el p erf or m a n c e is s atisf a ct or y f or m ost of t h e c at c h m e nts i n t h e N et e b asi n, wit h N S E a n d L o g N S E v al u es a b o v e 0. 6 0 a n d R el ati v e err or v al u es l o w er t h a n ± 2 (i. e. V 1 0 K N E 0 5 2 0 0 0 , V 1 0 M O P 0 6 2 1 4 0 ). H o w e v er, it is n e c ess ar y t o hi g hli g ht t h e diffi culti es f o u n d i n s o m e of t h e c at c h m e nts. It is k n o w n t h at wit hi n t his c at c h m e nt s e v er al w at er c o urs es ar e li a bl e t o a b u n d a nt v e g et ati o n, w hi c h c a us es c h a n g es i n t h e q( h) r el ati o ns hi ps at t h e g a u gi n g st ati o n. T his l e a ds t o m or e u n c ert ai nti es i n t h e g a u g e d dis c h ar g es. Alt h o u g h t h e c at c h m e nt wit h c o d e V 1 0 G L A 0 8 6 0 2 0 pr es e nts g o o d st atisti c al r es ults f or t h e c ali br ati o n p eri o d ( T a bl e 2 3 ), t h er e is a t e n d en c y t o u n d er esti m at e l o w fl o ws.
70
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
F or t h e c at c h m e nt V 1 0 K N E 0 5 2 0 0 0 , e v e n t h o u g h t h e N S E a n d N S E _l o g r e a c h e d v al u es hi g h er t h a n 0. 7, w e f o u n d t h e c ali br at e d m o d el o v er esti m ati n g t h e fl o w b et w e e n F e br u ar y 2 0 0 5 a n d J ul y 2 0 0 5, a n d u n d er esti m ati n g it b et w e e n t h e p eri o d J ul y 2 0 0 5 a n d D e c e m b er 2 0 0 5. B ut w h e n it c o m es t o V 1 0 G N E 0 7 6 9 9 9 , t h e l o w fl o ws ar e w ell si m ul at e d a n d s h o w g o o d c orr el a ti o n wit h t h e g a u g e d fl o ws. A l ot of d at a ar e missi n g d uri n g t h e c ali br ati o n p eri o d f or V 1 0 M O P 0 6 2 1 4 0 , w hi c h a ut o m ati c all y aff e cts t h e p erf or m a n c e of t his m o d el. T h e c ali br ati o n of t h e l o w fl o w p eri o d di d n’t t a k e pl a c e, n ot all o wi n g us t o e v al u at e h o w t his m o d el p erf or m. Als o, t h e si m ul at e d fl o w d uri n g t h e tr a nsiti o n p eri o d is v er y u nst a bl e d u e t o t h e dist ur b a n c e of t h e g a u g e d d at a. D at a r e m ar ks: S o m e c at c h m e nts ar e c ali br at e d f or diff er e nt p eri o ds as t h e n or m all y us e d ( 2 0 0 1 -2 0 1 3). T h e g a u gi n g st ati o n 8 6 1 0 1 0 2 - Gr ot e L a a k i n V orst ( V 1 0 G L A 0 8 6 0 2 0) d o es n ot h a v e dis c h ar g e d at a fr o m 2 0 0 8 a n d d uri n g t h e y e ars 1 9 9 7 a n d 1 9 9 8, s o t h at t h e p eri o d s el e ct e d f or t h e c ali br ati o n of t his c at c h m e nt is s h ort er ( 1 9 9 9-2 0 0 7). T h e c ali br ati o n p eri o d of t h e c at c h m e nt V 1 0 G N E 0 7 6 9 9 9 is 2 0 0 3-2 0 1 3 si n c e t h er e is n ot d at a a v ail a bl e i n 2 0 0 2. T h e c at c h m e nt wit h c o d e V 1 0 M O P 0 6 2 1 4 0 d o es n ot h a v e d at a fr o m 2 3/ 0 4/ 2 0 1 0 t o 1 1/ 1 0/ 2 0 1 1 a n d fr o m 0 1/ 0 1/ 2 0 0 4 t o 3 1/ 1 2/ 2 0 0 6. R ai nf all w as r e c or d e d i n H o ut h ulst, cl os est t o t h e c at c h m e nt, st arti n g i n J u n e 2 0 0 8 o nl y. R ai nf all d at a b ef or e t h e n is t h er ef or e l ess r eli a bl e. A c o nti n u o us p eri o d of 1 3 is t h us us e d fr o m 1 9 9 1 t o 2 0 0 3. A c c or di n g t o t h e g a u gi n g st ati o n 8 2 1 0 1 0 2 – Wi e k e v orst ( V 1 0 WI M 0 8 2 0 5 0), t h e c ali br ati o n p eri o d o nl y l asts until t h e y e ar 2 0 0 7 d u e t o u n a v ail a bilit y of dis c h ar g e d at a. T a bl e 2 3 – O v er vi e w of c ali br ati o n r es ults f or g a u g e d c at c h m e nts o n t h e N et e b a si n
G a u gi n g st ati o n
C at c h m e nt c o d e
Ar e a ( k m²)
NSE
l og NSE
R el Err
C ali br ati o n p eri o d
A p pr o x. dist a n c e t o r ai n g a u g e o v er c ali br ati o n p eri o d ( k m)
8 6 1 0 1 0 2 - Gr ot e L a a k, V orst
V 1 0 GL A 0 8 6 0 2 0
6 2, 6
0. 7 3 8
0. 6 5 6
-0. 4
1 9 9 9 -2 0 0 7
5
7 6 1 0 1 0 2 Gr ot e N et e/ G e el Z a m m el
V10 G NE076999
2 4 3, 5
0. 7 1 6
0. 6 8 3
-2
2 0 0 3 -2 0 1 3
10
5 2 1 0 1 0 2 - Kl ei n e N et e; Gr o b b e n d o n k
V10K NE052000
5 8 4, 7
0. 7 5 6
0. 7 2
-0. 2
2 0 0 1 - 20 1 3
1 0 ( l ar g e b asi n)
6 2 1 0 1 0 2 - M ol e n b e e k, P ull e
V10 M OP062140
7 7, 3
0. 6 1 3
0. 6 5 8
1. 1
1 9 9 7 -2 0 1 3
< 2001: 8 >= 2001: 6 2010: 12
8 2 1 0 1 0 2 - Wi e k e v orst
V 1 0 WI M 0 8 2 0 5 0
6 5, 7
0. 6 2 5
0. 5 9 9
0. 6
1 9 9 5 -2 0 0 7
< 2008: 8 >= 2008: 2
T a bl e 2 4 – O v er v i e w of v ali d ati o n r es ults f or g a u g e d c at c h m e nts o n t h e N et e b asi n
G a u gi n g st ati o n
C at c h m e nt c o d e
Ar e a ( k m²)
NSE
l og NSE
R el Err
V ali d ati o n p eri o d
8 6 1 0 1 0 2 - Gr ot e L a a k, V orst
V 1 0 GL A 0 8 6 0 2 0
6 2. 6 2 1
0. 5 7 5
0. 3 2 9
-1 6. 7
1 9 6 7 -2 0 1 3
7 6 1 0 1 0 2 Gr ot e N et e/ G e el Z a m m el
V10 G NE076999
3 5 9. 8 8 5
0. 6 8 4
0. 5 9 5
-4. 5
1 9 6 7 -2 0 1 3
5 2 1 0 1 0 2 - Kl ei n e N et e; Gr o b b e n d o n k
V10K NE052000
5 8 4. 6 6 9
0. 7 7 2
0. 6 9 8
-1. 4
1 9 6 7 -2 0 1 3
6 2 1 0 1 0 2 - M ol e n b e e k, P ull e
V10 M OP062140
7 7, 3
0. 6 4 7
0. 6 4 5
1 5. 7
1 9 8 7 -2 0 1 3
8 2 1 0 1 0 2 – Wi e k e v orst
V 1 0 WI M 0 8 2 0 5 0
6 5, 7
0. 5 6 7
0. 5 2 9
1 3. 6
1 9 9 0 -2 0 0 7
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
71
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
5 2 1 0 1 0 2 - Kl ei n e N et e; Gr o b b e n d o n k ( V 1 0 K N E 0 5 2 0 0 0)
Fi g ur e 7 0 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] o n c at c h m e nt V 1 0 K N E 0 5 2 0 0 0, st ati o n 5 2 1 0 1 0 2 - Kl ei n e N et e; Gr o b b e n d o n k ( 2 0 0 1 - 2 0 1 3)
Fi g ur e 7 1 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e dis c h ar g e [ m³] o n c at c h m e nt V 1 0 K N E 0 5 2 0 0 0, st ati o n 5 2 1 0 1 0 2 - Kl ei n e N et e; Gr o b b e n d o n k ( 2 0 0 1 - 2 0 1 3)
72
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7 2 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nts
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
73
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
6 2 1 0 1 0 2 - M ol e n b e e k, P ull e (V 1 0 M O P 0 6 2 1 4 0 )
Fi g ur e 7 3 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] o n c at c h m e nt V 1 0 M O P 0 6 2 1 4 0, st ati o n 6 2 1 0 1 0 2 - M ol e n b e e k, P ul l e ( 2 0 0 3- 2 0 1 5)
Fi g ur e 7 4 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e dis c h ar g e [ m³] o n c at c h m e nt V 1 0 M O P 0 6 2 1 4 0, st ati o n 6 2 1 0 1 0 2 - M ol e n b e e k, P ull e ( 2 0 0 3- 2 0 1 5)
74
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7 5 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m³/s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nts o n c at c h m e nt V 1 0 M O P 0 6 2 1 4 0, st ati o n 6 2 1 0 1 0 2 - M ol e n b e e k, P ull e
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
75
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
6. 1 3 M a as b e k k e n 6. 1 3. 1 C o nt e xt T h e M e us e b asi n is t h e s e c o n d bi g g est h y dr o gr a p hi c distri ct of B el gi u m ( a b o ut 2 0. 4 5 0 k m² i n Vis é). T h e M e us e ri v er h as its s o ur c e i n Fr a n c e i n P o uill y-e n B assi g n y a n d e nt ers B el gi u m i n A gi m o nt. T h e g a u gi n g st ati o n of C h o oz, l o c at e d i n Fr a n c e, is t h e cl os est t o t h e W all o o n b or d er. T h e m ai n tri b ut ari es of t h e W all o o n M e us e ar e t h e S a m br e ( a b o ut 2. 7 0 0 k m²), m e eti n g t h e M e us e i n N a m ur, a n d t h e O urt h e ( a b o ut 3. 6 0 0 k m²) i n Li è g e. Fi g ur e 1 ( o n t h e n e xt p a g e) s h o ws a m a p of t h e M e us e b asi n i n W all o ni a, wit h a first s el e cti o n of fl o w m e as uri n g st ati o ns ( y ell o w d ots) a n d t h eir c orr es p o n di n g c at c h m e nts. T h e c at c h m e nt d eli n e ati o n w a s b as e d o n t h e GI S r es o ur c es of t h e W all o o n r e gi o n ( S P W). T h e s urf a c e ar e a c al c ul at e d b as e d o n t h es e p ol y g o ns m at c h es cl os el y t h e d at a p u blis h e d b y S P W o n t h e “I nf o cr u e ” w e bsit e f or e a c h c at c h m e nt ( w h e n a v ail a bl e). S e v e n st ati o ns w er e us e d t o c ali br at e t h e diff er e nt tri b ut ari es ( T a bl e 1 ). C h o oz st ati o n (l o c at e d i n Fr a n c e) is c o nsi d er e d t o m e as ur e t h e e nt eri n g fl o w of t h e M e us e at t h e Fr e n c h b or d er, w hi l e S olr e st ati o n is r e c or di n g t h e e nt eri n g fl o w f or t h e S a m br e. T h e st ati o n i n Pr of o n d e vill e o nl y pr o vi d es w at er l e v el m e as ur e m e nts a n d will b e us e d as c o ntr ol. T h e st ati o n i n A m a y will als o b e us e d as d o w nstr e a m c o ntr ol. A si m ul at e d ti m e s eri es f or A m a y c a n b e c o nstr u ct e d, a g gr e g ati n g t o g et h er all si m ul ati o n r es ults fr o m t h e 5 c at c h m e nts u pstr e a m A m a y (' F 1 1 M A A 8 7 0 2', ' W 1 1 S A M 7 3 1 9', ' W 1 1 M E H 5 8 2 0', ' W 1 1 H O Y 5 9 9 0') a n d u n g a u g e d z o n e u pstr e a m A m a y (' W 1 1 M A A 0 0 3 0').
Fi g ur e 7 6 – S u b c at c h m e nt s a n d m e as ur e p oi nts f or t h e M e us e b asi n
76
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
6. 1 3. 2 M o d el p erf or m a n c e 3 T a bl e 2 5 a n d b asi n. Gr a p hs W11 H OY5990 r es ults o n t h e
T a bl e 2 6 pr es e nt t h e g e n er al p erf or m a n c e st atisti cs f or t h e g a u g e d c at c h m e nts of t h e N et e of si m ul ati o ns of t h e c at c h m e nts wit h c o d e W 1 1 O U R 5 8 0 5 ( b est m o d el p erf or m a n c e) a n d ( worst m o d el p erf or m a n c e) ar e pr es e nt e d b el o w ( Fi g ur e 7 7 t o Fi g ur e 8 2 ). F or mor e d et ail e d ot h er s u b c at c h m e nts is r ef err e d t o A n n e x 1 3.
W hil e t h e si m ul at e d c u m ul ati v e t ot al fl o w f or W 1 1 H O Y 5 9 9 0 is r e all y cl os e t o t h e g a u g e d o n e, t h e si m ul at e d l o w fl o w is n ot c orr es p o n d a nt t o t h e g a u g e d o n e. I n f a ct, t h er e ar e m a n y sl o pes t h at w er e n’t s u p p os e d t o h a p p e n. F or t h e c at c h m e nt W 1 1 O U R 5 8 0 5 , t h e o v er all si m ul at e d fl o ws ar e si mil ar t o t h e g a u g e d o n es. F or s e v er al s u b c at c h m e nts, li mit e d ti m e s eri es of o bs er v e d dis c h ar g e ar e a v ail a bl e. N o v ali d ati o n is t h er ef or e p ossi bl e o n disti n c t y e ars of d at a f or t h os e st ati o ns. T his is t h e c as e f or W 1 1 H O Y 5 9 9 0 , W 1 1 M E H 5 8 2 0 a n d W 1 1 S A M 7 3 1 9 . C o ntr ol st ati o ns d o w nstr e a m ( Pr of o n d e vill e a n d A m a y) ar e t h us us ef ul t o v ali d at e t h e m o d els of t h e s u b c at c h m e nts m or e u pstr e a m. T a bl e 2 5 – O v er vi e w of c ali br ati o n r es ults f or g a u g e d c at c h m e nts o n t h e M e us e b asi n
G a u gi n g st ati o n
C at c h m e nt c o d e
Ar e a ( k m²)
NSE
l og NSE
R el Err ( %)
C ali br ati o n p eri o d
C h o oz, M e us e
F11 M A A8702
10120
0. 7 0 5
0. 7 6 4
-0. 7
2002 – 2013
M o eli n g e n, B er wij n
W11 BE R551010
128
0. 6 2 2
0. 6 4 6
0. 3
1994-2006
M ar c hi n, H o y o u x
W11 H OY5990
242
0. 4 5 6
0. 6 8 8
-0. 1
2001 – 2013
W a nz e, M e h ai g n e
W11 ME H5820
3 5 5. 8
0. 6 0 4
0. 5 7 9
-1. 7
2004 – 2013
A n gl e ur, O urt h e
W11 O UR5805
3607
0. 7 0 6
0. 8 0 3
0. 6
2001 – 2013
S alzi n n e, S a m br e
W11S A M7319
2636
0. 7 2 8
0. 6 3 6
-0. 5
2007 -2012
T a bl e 2 6 – O v er vi e w of v ali d ati o n r es ults f or g a u g e d c at c h m e nts o n t h e M e us e b asi n
G a u gi n g st ati o n
C at c h m e nt c o d e
Ar e a ( k m²)
NSE
l og NSE
R el Err ( %)
V ali d ati o n p eri o d
C h o oz, M e us e
F11 M A A8702
10120
0. 7 0 5
0. 7 7 5
2. 5
1990 – 2013
M o eli n g e n, B er wij n
W11 BE R551010
128
0. 5 1 1
0. 3 0 4
5. 5
1992 -2013
M ar c hi n, H o y o u x
W11 H OY5990
242
0. 4 5
0. 6 8 3
-0. 8
2001 -2013
W a nz e, M e h ai g n e
W11 ME H5820
12585
0. 6 1 8
0. 6 4
-1 4. 6
2001 -2013
A n gl e ur, O urt h e
W11 O UR5805
3607
0. 7 0 6
0. 7 9
1. 9
1974 -2013
S alzi n n e, S a m br e
W11S A M7319
2636
0. 7 1 3
0. 6 0 7
-1. 8
2007 -2013
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
77
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
A n gl e ur, O urt h e (W 1 1 O U R 5 8 0 5 )
Fi g ur e 7 7 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m 3/s] o n c at c h m e nt W 1 1 O U R 5 8 0 5, st ati o n O urt h e, A n gl e ur 2 bis( 2 0 0 1- 2 0 1 3)
Fi g ur e 7 8 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e dis c h ar g e [ m 3] o n c at c h m e nt W 1 1 O U R 5 8 0 5, st ati o n O urt h e, A n gl e ur 2 bis ( c ali br ati o n p eri o d)
78
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7 9 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m 3/s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nts o n c at c h m e nt W 1 1 O U R 5 8 0 5, st ati o n O urt h e, A n gl e ur 2 bis
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
79
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
M ar c hi n, H o y o u x (W 1 1 H O Y 5 9 9 0 )
Fi g ur e 8 0 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m 3/s] o n c at c h m e nt W 1 1 H O Y 5 9 9 0, st ati o n H o y o u x, M ar c hi n( 2 0 0 1 - 2 0 1 3)
Fi g ur e 8 1 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e dis c h ar g e [ m 3] o n c at c h m e nt W 1 1 H O Y 5 9 9 0, st ati o n H o y o u x, M ar c hi n ( c ali br ati o n p eri o d)
80
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 8 2 – M e as ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y dis c h ar g e [ m 3/s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nts o n c at c h m e nt W 1 1 H O Y 5 9 9 0, st ati o n H o y o u x, M ar c hi n
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
81
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
7
S u m m ar y
As st at e d b ef or e, t h e c o m pr e h e nsi v e r es ults f or e a c h of t h e c ali br at e d s u b c at c h m e nts, ar e att a c h e d fr o m A n n e x 3 t o A n n e x 1 2 . I n t h es e A n n e x es t h e c ali br ati o n s u m m ar y, gr a p hs a n d st atisti cs ar e list e d. T o gi v e a q ui c k o v er vi e w of t h e o v er all r es ult f or t h e c ali br at e d h y dr ol o gi c al V H M m o d els, a g e o gr a p hi c al s u m m ar y is gi v e n i n A n n e x 1 3 a n d A n n e x 1 5 . B as e d o n t h e st atisti cs f or e a c h of t h e V H M m o d els, a r e cl assifi c ati o n is p erf or m e d t o r es ult i n a q u ot ati o n f or t h e o v er all m o d el p erf or m an c e . T his q u ot ati o n is t h e n i n c or p or at e d i n a g e n er al m a p f or t h e st u d y ar e a.
82
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
8
C o n cl usi o ns a n d r e c o m m e n d ati o ns
T h e w at er b al a n c e m o d el of t h e S c h el dt b a si n will b e us e d i n or d er t o p erf or m l o w fl o w f or e c asts a n d c al c ul at e cli m at e c h a n g e s c e n ari os. T h e g o a l of t his s u bt as k of t h e pr oj e ct ‘M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n’, is t o d efi n e t h e m ost a p pr o pri at e h y dr ol o gi c al m o d els f or t h e w at er b al a n c e m o d el of t h e S c h el dt b asi n i n or d er t o m e et t his pr er e q uisit e. T h er ef or e, diff er e nt h y dr ol o gi c al m o d els f or e a c h of t h e s u b c at c h m e nts i n t h e st u d y ar e a ar e s et u p a n d e v al u at e d o n t h eir a p pr o pri at e n ess f or l o w fl o w f or e c asti n g a n d cli m at e c h a n g e s c e n ari os. T h e r e g ar d e d m o d els ar e N A M ( © D HI), P D M ( ©I n n o v yz e), V H M ( © Wi ll e ms, P.) a n d W ets p a ( © V U B). T his s u br e p ort c o v ers t h e r e c ali br ati o n a n d e v al u ati o n of t h e V H M m o d els. H y dr ol o gi c al V H M m o d els f or t h e g a u g e d c at c h m e nt s (i. e. c at c h m e nts u pstr e a m of a g a u gi n g st ati o n) w er e r e c ali br at e d w h er e b y t h e f o c us is m ai nl y o n l o w fl o ws. A sli g ht m o difi c ati o n i n t h e c ali br ati o n pr o c e d ur e f or V H M w as i ns ert e d. A m a n u al c ali br ati o n r o u n d, b as e d o n t h e vis u al o bs er v ati o n, w as i ntr o d u c e d t o s c a n f or i niti al p ar a m et ers. T h e V H M m a n u al c ali br ati o n t o ol, d e v el o p e d b y K. U. L e u v e n - H y dr a ul i cs L a b or at or y, all o w e d t o p erf or m a n i niti al (s e nsiti vit y) a n al ysis of t h e p ar a m et ers t o q u a ntif y t h eir i nfl u e n c e o n t h e fl o w s eri es. T his st e p all o w e d t o i d e ntif y k e y p ar a m et ers f or c ali br ati o n, a n d t o esti m at e ri g ht i nt er v als f or t h e p ar a m et ers. S u bs e q u e ntl y, t h e a ut o m ati c o pti miz ati o n pr o c e d ur e f oll o w e d b y a vis u al c o ntr ol w as c arri e d o ut . D uri n g t h e o pti miz ati o n r o uti n e t h e b est p ar a m et ers s et is s el e ct e d f or e a c h c at c h m e nt b as e d o n 2 crit eri a: ( 1) a bs ol ut e err or o n c u m ul at e d t ot al fl o w at e a c h ti m e st e p, a n d ( 2) l o g arit h mi c N as h -S ut cliff effi ci e n c y. T h e first crit eri o n ai ms t o m o d el t h e gl o b al fl o w p att er n, t h e l att er f o c us es m ai nl y o n t h e l o w fl o ws. As a r es ult, f or e a c h of t h e h y dr ol o gi c al c at c h m e nts, t h e V H M p ar a m et ers ar e u p d at e d. As t h e fi n al p erf or m a n c e of t h e w at er b al a n c e m o d el is dir e ctl y d e p e n d e nt o n its h y dr ol o gi c al i n p ut, it is i m p ort a nt t o h a v e i nsi g ht i n t h e p erf or m a n c e of t h es e h y dr ol o gi c al i n p ut m o d els. T his is als o t h e c as e w h e n usi n g t h e h y dr ol o gi c al ( e. g. V H M) m o d els as i n p ut f or si m ul ati o ns wit h t h e w at er b al a n c e m o d el. T h e s u m m ariz e d r es ults f or e a c h of t h e g a u g e d s u b c at c h m e nts wit hi n t h e st u d y ar e a, all o w t h e us er t o g et i nsi g ht i n t h e p erf or m a n c e of t h e V H M m o d el f or e a c h of t h e i n v ol v e d s u b c at c h m e nts. B as e d o n t his i nf or m ati o n a n d t h e e v al u ati o n of t h e P D M, N A M a n d W ets p a m o d els, t h e us er will b e a bl e t o m a k e a w ell -gr o u n d e d d e cisi o n o n w hi c h m o d el t o us e f or t h e c o nsi d er e d o bj e cti v e. T h er ef or e, t his s u m m arizi n g r e p ort s h o ul d b e c o ns ult e d b y a n y us er a p pl yi n g t h e c orr es p o n di n g V H M m o d els. I n t his w a y, t h e us er g ai ns i nsi g ht i n t h e u n c ert ai nti es a n d p erf or m a n c e of t h e h y dr ol o gi c al m o d els f or e a c h of t h e c o nsi d er e d s u b c at c h m e nts.
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
83
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
9
R ef er e n c es
D HI. 2 0 0 9. MI K E 1 1, A M o d elli n g S yst e m f or Ri v ers a n d C h a n n els, R ef er e n c e E n vir o n m e nt, H ors h ol m, D e n m ar k.
M a n u al. D HI
W at er &
I M D C ( Fr a n k e n, T.; S m ets, S.; P er eir a, F.; M ost a ert, F.), 2 0 1 0. Bijst a n d m o d eli nstr u m e nt ari u m h y dr ol o gi e: O p m a a k t o ol b o x h y dr ol o gis c h e m o d ell eri n g: G e br ui k ers h a n dl ei di n g. V ersi e 2 _ 0. W L R a p p ort e n, 7 0 6 _ 1 5 b. W at er b o u w k u n di g L a b or at ori u m e n I M D C: A nt w er p e n, B el gi ë K al y a n m o y D e b, A mrit Pr at a p, S a m e er A g ar w al, a n d T. M e y ari v a n. 2 0 0 2. A F ast Elitist M ulti -o bj e cti v e G e n eti c Al g orit h m: N S G A -II. I E E E Tr a ns a cti o ns o n E v ol uti o n ar y C o m p ut ati o n, 6( 2): 1 8 2 - 1 9 7, A pril 2 0 0 2. Kr a us e, P.; B o yl e, D. P. a n d B äs e F. 2 0 0 5. C o m p aris o n of diff er e nt effi ci e n c y crit eri a f or h y dr ol o gi c al m o d el ass ess m e nt, A d v a n c es i n G e os ci e n c es , 5, 8 9– 9 7. Li u, Y. a n d D e S m e dt, F. 2 0 0 4. W et S p a E xt e nsi o n, A GI S -b as e d H y dr ol o gi c M o d el f or Fl o o d Pr e di cti o n a n d W at ers h e d M a n a g e m e nt, D o c u m e nt ati o n a n d Us er M a n u al, D e p art m e nt of H y dr ol o g y a n d H y dr a uli c E n gi n e eri n g, Vrij e U ni v ersit eit Br uss el, 1 2 6 p. M a ds e n, H. 2 0 0 0. A ut o m ati c c ali br ati o n of a c o n c e pt u al r ai nf all – r u n off m o d el usi n g m ulti pl e o bj e cti v es, D HI W at er & E n vir o n m e nt , Ag er n All e ´ 1 1, D K-2 9 7 0 H ørs h ol m, D e n m ar k. M ar o y, E.; Mi c hi el s e n, S.; V el ez, C.; P er eir a, F.; N oss e nt, J.; M ost a ert, F. ( 2 0 2 1). M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n: S u b r e p ort 4 -2 – D e v el o pi n g a r ai nf all -r u n off m o d el of t h e M e us e – N A M M e us e. V ersi o n 1. 1. F H R R e p orts, 0 0 _ 1 6 2 _ 4 -2. Fl a n d ers H y dr a uli cs R es e ar c h: A nt w er p , B el gi u m. Mi c hi el s e n, S.; D e gr a n d e, L.; El y a h yi o ui, J.; V er e y c k e n, K.; P er eir a, F.; V a n d er ki m p e n, P.; M ost a ert, F. ( 2 0 2 1). M o d ell eri n g v a n w at er b es c hi k b a ar h ei d e n w at er all o c a ti estr at e gi e ë n i n h et S c h el d estr o o m g e bi e d: D e elr a p p ort 1 – V er b et er e n v a n h et m o d eli nstr u m e nt ari u m. V ersi e 1. 1. W L R a p p ort e n, 0 0 _ 1 6 2 _ 1. W at er b o u w k u n di g L a b or at ori u m: A nt w er p e n M o or e, R.J. 2 0 0 7. T h e P D M r ai nf al -r u n off m o d el, H y dr ol o g y a n d E art h S yst e m S ci e n c es , 1 1( 1), 4 8 3-4 9 9. N as h, J. E. a n d S ut cliff e, J. V. , 1 9 7 0. Ri v er fl o w f or e c asti n g t hr o u g h c o n c e pt u al m o d els, P art I - A dis c ussi o n of pri n ci pl es, J. H y dr ol., 1 0, 2 8 2 – 2 9 0. Tr a n, Q. Will e ms, P.; P er eir a, F.; N oss e nt J; M ost a ert, F. ( 2 0 2 1). Eff e ct of cli m ate c h a n g e o n t h e h y dr ol o gi c al r e gi m e of n a vi g a bl e w at er c o urs es i n B el gi u m: S u b r e p ort 7 – D e v el o p m e nt of a fr a m e w or k f or fl e xi bl e h y dr ol o gi c al m o d elli n g. V ersi o n 1. 1. F H R R e p orts, 0 0 _ 1 3 0 _ 7. Fl a n d ers H y dr a uli cs R es e ar c h: A nt w er p, B el gi u m. Tr a n, Q. Will e ms, P.; P er eir a, F.; N oss e nt J; M ost a ert, F. ( 2 0 2 1). Eff e ct of cli m at e c h a n g e o n t h e h y dr ol o gi c al r e gi m e of n a vi g a bl e w at er c o urs es i n B el gi u m: S u b r e p ort 8 – I m pl e m e nt ati o n a n d t esti n g of a fr a m e w or k f or fl e xi bl e h y dr ol o gi c al m o d elli n g. V ersi o n 1. 1. F H R R e p orts, 0 0 _ 1 3 0 _ 8. Fl a n d ers H y dr a uli cs R es e ar c h: A nt w er p, B el gi u m.
84
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
V a nst e e n ki st e, T.; P er eir a, F.; Will e ms, P. a n d M ost a ert, F. . 2 0 1 1. Eff e ct of cli m at e c h a n g e o n t h e h y dr ol o gi c al r e gi m e of n a vi g a bl e w at er c o urs es i n B el gi u m: S u br e p ort 2 – Cli m at e c h a n g e i m p a ct a n al ysis b y c o n c e pt u al m o d els. W L R a p p ort e n, pr oj e ct 7 0 6 _ 1 8, W at er b o u w k u n di g L a b or at ori u m & K U L e u v e n, D e c e m b er 2 0 1 1, 5 7 p. W L ( 2 0 0 6). O p m a a k v a n e e n Mi k e 1 1 m o d el v a n d e IJz er. 4 4 p. Will e ms, P. 2 0 1 4 P arsi m o ni o us R ai nf all -r u n off M o d el C o nstr u ctio n S u p p ort e d b y Ti m e S eri es Pr o c essi n g a n d V ali d ati o n of H y dr ol o gi c al E xtr e m es – P art 1: St e p wis e M o d el -Str u ct ur e I d e ntifi c a ti o n a n d C ali br ati o n A p pr o a c h. J. H y dr ol. 5 1 0, 5 7 8 – 5 9 0 p.
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
85
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
A p p e n di x 1 List of o pti miz e d p ar a m et ers f or g a u g e d c a t c h m e nts C at c h m e nt
Ar e a
c1
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2. 9 4 9
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6. 2 0 7
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4. 9 9 6
1 3. 4 0 1
1 0 5. 2 2 6
1 8 0 7. 6 2 5
F 0 5 L EI 3 8 6 9 9 9
2. 9 8 E + 0 9
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4 6. 1 3 7
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F06 B OS325001
5. 2 2 E + 0 9
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1 7 6. 4 4 5
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0. 5 3 5
1
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-3. 8 0 6
2. 8 7 3
1 2. 7 6 9
6 1. 4 0 2
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F11 M A A8702
1. 0 1 E + 1 0
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2 2 1. 5 2 6
3. 9 9 8
1. 8 5 4
1
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3
1 1. 6 0 7
8 6. 4 7 7
1 5 1 2. 0 7 8
V01 H A N488180
78558940
3 8 6. 0 4 3
1 9 7. 9 9 7
2. 2 6 2
1. 0 0 6
1
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5
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2. 5 1 1
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1 0 0. 0 8 6
8 3 6. 6 5 8
V 0 1I E P 4 9 5 0 8 0
63423128
4 4 3. 3 2 8
1 6 4. 8 7 9
1. 9 2 6
0. 3 6 3
1
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2. 8 2 2
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3
1 3. 5 2 6
5 6. 2 6 1
1 2 0 7. 3 3 6
V01 KE M492060
73892930
4 2 6. 1 3 8
1 6 4. 1 9 1
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1. 7 6
1
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4. 6 4 9
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V01 M AR496120
76136621
3 9 6. 8 3 1
2 8 0. 9 5 1
3. 2 4 4
1. 1 4 3
1
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4. 9 5 3
-5. 3 7 8
4. 9 9 4
1 3. 4 4
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1 0 6 8. 0 9
V01P OP491030
84868207
4 3 4. 2 2 3
1 8 2. 3 4 8
2. 4 0 1
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1
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4. 4 3 4
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3
1 1. 5 4 8
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4 4 9. 5 1 2
V 01SS V 499140
16095000
4 3 1. 5 6 6
1 7 5. 2 6 6
2. 1 7 4
1. 0 8 6
1
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4. 9 9 8
-3. 8 8 8
2. 9 7 9
1 2. 5 1 2
5 2. 4 4 8
7 1 9. 3 4 9
V02E DE442120
45489177
4 3 2. 4 3 9
1 9 8. 3 3 5
2. 9 2 6
1. 0 4 2
1
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6. 9 2
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4. 9 6 2
1 3. 2 3 4
7 1. 8 5 4
8 7 5. 4 5 3
V02 HER426010
77272201
4 7 4. 9 0 3
2 4 6. 0 5 3
2. 3 5 3
0. 7 8 3
1
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4. 1 6 5
-4. 4 3 8
4. 3 5 4
1 0. 3 7
7 2. 6 2 4
1 3 1 8. 3 1
V02 KE R422030
62718738
3 7 9. 3 3 4
3 1 2. 6 4 4
2. 7 0 9
0. 9 9 1
1
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5
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1 4 8 7. 4 0 5
V 0 2 RI V 4 2 5 0 2 0
63980423
4 0 6. 9 2 9
2 0 0. 9 1 8
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0. 7 4 1
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V03P OE446000
1. 0 7 E + 0 8
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32561957
4 1 3. 5 7 3
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V04 M O M037100
67301328
5 3 2. 4 3 9
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V05 HE U403210
91912331
3 2 5. 8 4 7
2 0 6. 1 5 5
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1
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3
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V05 M A N401230
2. 5 8 E + 0 8
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1
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4. 9 7 5
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48678191
5 2 4. 4 9 8
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V06Z W A3421 90
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V07 M AR289015
1. 7 4 E + 0 8
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V07 M OE282100
46367171
3 5 0. 3 9
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1
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10
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3. 6 1 2
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V07 M O G288020
23093628
5 3 7. 9 5 3
1 9 3. 1 1
2. 1 2 2
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1
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4. 9 2 4
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6 0. 6 3 7
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V08B AR111370
70079800
4 0 9. 7 2 5
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6 4. 3 3 9
7 0 3. 7 3 5
V08Z U U233100
64771005
4 0 6. 2 8 8
1 5 6. 1 6 5
2. 0 9 4
0. 6 7 8
1
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7 8 0. 7 8 7
Fi n al v ersi o n
S M max
S Meva p
c3
c OF1
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
c OF2
A1
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
C at c h m e nt
Ar e a
c1
c2
cI F 1
cI F 2
C K OF
C KI F
C K BF
V09 DE M136000
2. 5 6 E + 0 8
477605
260394
1. 9 3 2
0. 4 4 6
1
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3. 0 3 4
-3. 9 5 4
2. 7 2 5
1 4. 9 9 4
5 5. 7 6 7
1 1 9 9. 9 3 2
V09 GET152080
8E+08
4 0 9. 1 2 2
1 5 8. 8 0 4
1. 9 7 2
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1. 6 0 3
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3
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V09 HER163010
2. 7 5 E + 0 8
4 9 9. 4 1 2
1 6 8. 0 0 5
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5
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80130245
4 5 5. 9 6 8
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15176294
5 0 5. 9 8 5
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1
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1 2 4 8. 2 4 5
V09 M A N161040
1. 0 3 E + 0 8
4 1 8. 7 3 3
1 5 6. 6 5 4
1. 8 9 2
0. 7 1 3
1
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4. 0 3 3
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V09 M OT144270
33590217
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64739169
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96514800
4 5 1. 6 1 7
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62621236
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3. 6 E + 0 8
4 3 6. 3 0 6
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5. 8 5 E + 0 8
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77319091
4 2 6. 3 5 8
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65701200
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70364773
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2. 1 6 E + 0 8
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W11 BE R551010
1. 2 8 E + 0 8
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W11 H OY5990
2. 4 2 E + 0 8
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W11 M A A P R OF
1. 2 6 E + 1 0
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6 9. 6 9 7
1 1 4 8. 3 9 4
W11 ME H5820
3. 5 6 E + 0 8
3 9 6. 6 7
1 6 9. 9 2 3
2 0. 3 5
0. 4 4 7
1
-5. 2 5
3. 1 3 2
-4. 2 4 5
2. 9 1 9
1 2. 3 6 6
8 2. 4 9 5
1 0 7 4. 6 5 9
W11 O U R5805
3. 6 1 E + 0 9
4 7 2. 9 1 3
1 3 4. 8 4 1
2. 2 5 2
1. 6 4 6
1
-5. 8 8 5
4. 3 9 7
-3. 1 2 7
3
1 1. 8 2 5
7 0. 3 1 8
7 5 2. 4 4
W11S A M73 19
2. 6 4 E + 0 9
4 2 1. 9 4 9
2 5 3. 8 6 5
2. 6 5 5
0. 9 9 3
1
-6
0. 2 9
-3. 3 8 7
3
1 2. 9 1 9
8 7. 5 9 4
1 8 3 6. 6 8 8
A2
S M max
S Meva p
c3
c OF1
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
c OF2
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
A p p e n di x 2 List of tr a nsf err e d p ar a m et ers f or u n g a u g e d c at c h m e nts C at c h m e nt
Ass o ci at e d ga uge d c at c h m e nt
F 0 1YSE 4 6 8 0 0 0
F 0 1IJ Z 4 6 8 0 0 0
F05 A A A000010
S M max
S Meva p
c1
c2
c OF1
c OF2
cI F 1
cI F 2
C K OF
C KI F
C K BF
361120000
3 9 8. 4
2 0 6. 3
2. 9 5
1. 2 0
1
-8. 4 8
6. 2 1
-4. 6 5
5. 0 0
1 3. 4
105
1808
F 0 5 L EI 3 8 6 9 9 9
248452728
4 2 4. 0
2 3 3. 4
2. 1 1
0. 8 3
1
-5. 7 6
1. 9 2
-3. 6 1
3. 0 0
1 3. 9
46
883
F05 A A A571000
F 0 5 L EI 3 8 6 9 9 9
374113103
4 2 4. 0
2 3 3. 4
2. 1 1
0. 8 3
1
-5. 7 6
1. 9 2
-3. 6 1
3. 0 0
13.9
46
883
F05BEC386023
F 0 5 L EI 3 8 6 9 9 9
80086039
4 2 4. 0
2 3 3. 4
2. 1 1
0. 8 3
1
-5. 7 6
1. 9 2
-3. 6 1
3. 0 0
1 3. 9
46
883
F05BEC386025
F 0 5 L EI 3 8 6 9 9 9
68930969
4 2 4. 0
2 3 3. 4
2. 1 1
0. 8 3
1
-5. 7 6
1. 9 2
-3. 6 1
3. 0 0
1 3. 9
46
883
F05B O U386005
F 0 5 L EI 3 8 6 9 9 9
255392628
4 2 4. 0
2 3 3. 4
2. 1 1
0. 8 3
1
-5. 7 6
1. 9 2
-3. 6 1
3. 0 0
1 3. 9
46
883
F 0 5 CL A 3 8 6 0 1 7
F 0 5 L EI 3 8 6 9 9 9
36547273
4 2 4. 0
2 3 3. 4
2. 1 1
0. 8 3
1
-5. 7 6
1. 9 2
-3. 6 1
3. 0 0
1 3. 9
46
883
F 0 5 CL A 3 8 6 0 2 0
F 0 5 L EI 3 8 6 9 9 9
226006473
4 2 4. 0
2 3 3. 4
2. 1 1
0. 8 3
1
-5. 7 6
1. 9 2
-3. 6 1
3. 0 0
1 3. 9
46
883
F05 DE U386040
F 0 5 L EI 3 8 6 9 9 9
448818370
4 2 4. 0
2 3 3. 4
2. 1 1
0. 8 3
1
-5. 7 6
1. 9 2
-3. 6 1
3. 0 0
1 3. 9
46
883
F05 DE U386050
F 0 5 L EI 3 8 6 9 9 9
74083951
4 2 4. 0
2 3 3. 4
2. 1 1
0. 8 3
1
-5. 7 6
1. 9 2
-3. 6 1
3. 0 0
1 3. 9
46
883
F05 DE U386060
F 0 5 L EI 3 8 6 9 9 9
116669136
4 2 4. 0
2 3 3. 4
2. 1 1
0. 8 3
1
-5. 7 6
1. 9 2
-3. 6 1
3. 0 0
1 3. 9
46
883
F05 DE U3 860 80
F 0 5 L EI 3 8 6 9 9 9
57192180
4 2 4. 0
2 3 3. 4
2. 1 1
0. 8 3
1
-5. 7 6
1. 9 2
-3. 6 1
3. 0 0
1 3. 9
46
883
F05 DE U386090
F 0 5 L EI 3 8 6 9 9 9
12829199
4 2 4. 0
2 3 3. 4
2. 1 1
0. 8 3
1
-5. 7 6
1. 9 2
-3. 6 1
3. 0 0
1 3. 9
46
883
F05 DE U386110
F 0 5 L EI 3 8 6 9 9 9
16919150
4 2 4. 0
2 3 3. 4
2. 1 1
0. 8 3
1
-5. 7 6
1. 9 2
-3. 6 1
3. 0 0
1 3. 9
46
883
F05 DE U386120
F 0 5 L EI 3 8 6 9 9 9
39450392
4 2 4. 0
2 3 3. 4
2. 1 1
0. 8 3
1
-5. 7 6
1. 9 2
-3. 6 1
3. 0 0
1 3. 9
46
883
F05 DE U386130
F 0 5 L EI 3 8 6 9 9 9
21724484
4 2 4. 0
2 3 3. 4
2. 1 1
0. 8 3
1
-5. 7 6
1. 9 2
-3. 6 1
3. 0 0
1 3. 9
46
883
F05 DE U386140
F 0 5 L EI 3 8 6 9 9 9
7480581
4 2 4. 0
233.4
2. 1 1
0. 8 3
1
-5. 7 6
1. 9 2
-3. 6 1
3. 0 0
1 3. 9
46
883
F05 DE U386150
F 0 5 L EI 3 8 6 9 9 9
39193251
4 2 4. 0
2 3 3. 4
2. 1 1
0. 8 3
1
-5. 7 6
1. 9 2
-3. 6 1
3. 0 0
1 3. 9
46
883
F05 DE U386160
F 0 5 L EI 3 8 6 9 9 9
27005232
4 2 4. 0
2 3 3. 4
2. 1 1
0. 8 3
1
-5. 7 6
1. 9 2
-3. 6 1
3. 0 0
1 3. 9
46
883
F05 HE M000020
F 0 5 L EI 3 8 6 9 9 9
134010959
4 2 4. 0
2 3 3. 4
2. 1 1
0. 8 3
1
-5. 7 6
1. 9 2
-3. 6 1
3. 0 0
1 3. 9
46
883
F 0 5L A W 3 8 6 0 1 8
F 0 5 L EI 3 8 6 9 9 9
102249474
4 2 4. 0
2 3 3. 4
2. 1 1
0. 8 3
1
-5. 7 6
1. 9 2
-3. 6 1
3. 0 0
1 3. 9
46
883
F 0 5L A W 3 8 6 0 3 0
F 0 5 L EI 3 8 6 9 9 9
188699853
4 2 4. 0
2 3 3. 4
2. 1 1
0. 8 3
1
-5. 7 6
1. 9 2
-3. 6 1
3. 0 0
13.9
46
883
F 0 5 L OI 3 8 6 0 3 5
F 0 5 L EI 3 8 6 9 9 9
113093218
4 2 4. 0
2 3 3. 4
2. 1 1
0. 8 3
1
-5. 7 6
1. 9 2
-3. 6 1
3. 0 0
1 3. 9
46
883
F 0 5L Y S 3 8 6 0 0 0
F 0 5 L EI 3 8 6 9 9 9
375288119
4 2 4. 0
2 3 3. 4
2. 1 1
0. 8 3
1
-5. 7 6
1. 9 2
-3. 6 1
3. 0 0
1 3. 9
46
883
F 0 5L Y S 3 8 6 0 1 0
F 0 5 L EI 3 8 6 9 9 9
75860338
4 2 4. 0
2 3 3. 4
2. 1 1
0. 8 3
1
-5. 7 6
1. 9 2
-3. 6 1
3. 0 0
1 3. 9
46
883
F 0 5L Y S 3 8 6 0 1 5
F 0 5 L EI 3 8 6 9 9 9
28126242
4 2 4. 0
2 3 3. 4
2. 1 1
0. 8 3
1
-5. 7 6
1. 9 2
-3. 6 1
3. 0 0
1 3. 9
46
883
F 0 5L Y S 3 8 6 1 1 5
F 0 5 L EI 3 8 6 9 9 9
168458564
4 2 4. 0
2 3 3. 4
2. 1 1
0. 8 3
1
-5. 7 6
1. 9 2
-3. 6 1
3. 0 0
1 3. 9
46
883
F05 M AR386070
F 0 5 L EI 3 8 6 9 9 9
200520118
4 2 4. 0
2 3 3. 4
2. 1 1
0. 8 3
1
-5. 7 6
1. 9 2
-3. 6 1
3. 0 0
1 3. 9
46
883
F05 M AR386100
F 0 5 L EI 3 8 6 9 9 9
26635692
4 2 4. 0
2 3 3. 4
2. 1 1
0. 8 3
1
-5. 7 6
1. 9 2
-3. 6 1
3. 0 0
1 3. 9
46
883
Fi n al v ersi o n
Ar e a ( m²)
c3
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
A3
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
C at c h m e nt
Ass o ci at e d ga uge d c at c h m e nt
F 06 B OS 3 250 00
F 06 B OS 3 250 01
F 06 B OS 3 250 15
S M max
S Meva p
c1
c2
c OF1
c OF2
cI F 1
cI F 2
C K OF
C KI F
C K BF
775406341
4 3 5. 3
1 7 6. 4
1. 9 8
0. 5 4
1
-5. 6 5
2. 1 8
-3. 8 1
2. 8 7
1 2. 8
61
1060
F 06 B OS 3 250 01
107626587
4 3 5. 3
1 7 6. 4
1. 9 8
0. 5 4
1
-5. 6 5
2. 1 8
-3. 8 1
2. 8 7
1 2. 8
61
1060
F 06 B OS 3 250 16
F 06 B OS 3 250 01
142957003
4 3 5. 3
1 7 6. 4
1. 9 8
0. 5 4
1
-5. 6 5
2. 1 8
-3. 8 1
2. 8 7
1 2. 8
61
1060
F 06 B OS 3 250 17
F 06 B OS 3 250 01
33675779
4 3 5. 3
1 7 6. 4
1. 9 8
0. 5 4
1
-5. 6 5
2. 1 8
-3. 8 1
2. 8 7
1 2. 8
61
1060
F 06 B OS 3 250 18
F 06 B OS 3 250 01
16911203
4 3 5. 3
1 7 6. 4
1. 9 8
0. 5 4
1
-5. 6 5
2. 1 8
-3. 8 1
2. 8 7
1 2. 8
61
1060
F 06 B OS 3 250 19
F 06 B OS 3 250 01
36767530
4 3 5. 3
1 7 6. 4
1. 9 8
0. 5 4
1
-5. 6 5
2. 1 8
-3. 8 1
2. 8 7
1 2. 8
61
1060
F06EC A325050
F 06 B OS 3 250 01
191873673
4 3 5. 3
1 7 6. 4
1. 9 8
0. 5 4
1
-5. 6 5
2. 1 8
-3. 8 1
2. 8 7
1 2. 8
61
1060
F06ERC325030
F 06 B OS 3 250 01
167654904
4 3 5. 3
1 7 6. 4
1. 9 8
0. 5 4
1
-5. 6 5
2. 1 8
-3. 8 1
2. 8 7
1 2. 8
61
1060
F06 H O G325070
F 06 B OS 3 250 01
208230656
4 3 5. 3
1 7 6. 4
1. 9 8
0. 5 4
1
-5. 6 5
2. 1 8
-3. 8 1
2. 8 7
1 2. 8
61
1060
F 06 R H O 3 2 5 0 6 0
F 06 B OS 3 250 01
80974476
4 3 5. 3
1 7 6. 4
1. 9 8
0. 5 4
1
-5. 6 5
2. 1 8
-3. 8 1
2. 8 7
1 2. 8
61
1060
F 0 6S C A 3 2 5 0 2 0
F 06 B OS 3 250 01
464156652
4 3 5. 3
1 7 6. 4
1. 9 8
0. 5 4
1
-5. 6 5
2. 1 8
-3. 8 1
2. 8 7
1 2. 8
61
1060
F 0 6S C A 3 2 5 0 2 5
F 06 B OS 3 250 01
805680274
4 3 5. 3
1 7 6. 4
1. 9 8
0. 5 4
1
-5. 6 5
2.18
-3. 8 1
2. 8 7
1 2. 8
61
1060
F 0 6 S EL 3 2 5 0 4 0
F 06 B OS 3 250 01
201664095
4 3 5. 3
1 7 6. 4
1. 9 8
0. 5 4
1
-5. 6 5
2. 1 8
-3. 8 1
2. 8 7
1 2. 8
61
1060
F 0 6SE N 3 2 5 0 1 0
F 06 B OS 3 250 01
599787214
4 3 5. 3
1 7 6. 4
1. 9 8
0. 5 4
1
-5. 6 5
2. 1 8
-3. 8 1
2. 8 7
1 2. 8
61
1060
N03BR A000160
W11BER551010
55104620
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
N11 M A A000060
V09 M OT144270
12970329080
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V01 H A N000160
V01 M AR496120
92888613
3 9 6. 8
2 8 1. 0
3. 2 4
1. 1 4
1
-7. 3 2
4. 9 5
-5. 3 8
4. 9 9
1 3. 4
80
1068
V 0 1 H EI 4 6 8 0 1 0
F 0 1IJ Z 4 6 8 0 0 0
31890879
3 9 8. 4
2 0 6. 3
2. 9 5
1. 2 0
1
-8. 4 8
6. 2 1
-4. 6 5
5. 0 0
1 3. 4
105
1808
V 0 1I E P 0 0 0 0 9 0
V 0 4 M OL 0 3 6 1 1 0
3609701
4 1 3. 6
2 4 8. 1
2. 1 6
0. 6 6
1
-9. 3 8
3. 1 5
-4. 5 5
4. 3 3
1 2. 4
29
1199
V 0 1I E P 0 0 0 1 0 0
V05 HE U403210
24028123
3 2 5. 8
2 0 6. 2
3. 2 8
1. 0 9
1
-5. 9 1
1. 7 7
-3. 9 8
3. 0 0
1 2. 1
78
700
V 0 1I E P 0 0 0 1 1 0
V05 HE U403210
6682382
3 2 5. 8
2 0 6. 2
3. 2 8
1. 0 9
1
-5. 9 1
1. 7 7
-3. 9 8
3. 0 0
1 2. 1
78
700
V 0 1IJ Z 0 0 0 0 2 0
V01KE M492060
46105467
4 2 6. 1
1 6 4. 2
2. 4 0
1. 7 6
1
-5. 1 3
4. 6 5
-2. 9 8
3. 0 0
1 4. 4
70
476
V01KE M000070
V01KE M492060
12910514
4 2 6. 1
164.2
2. 4 0
1. 7 6
1
-5. 1 3
4. 6 5
-2. 9 8
3. 0 0
1 4. 4
70
476
V01 M AR000130
V01 M AR496120
27537367
3 9 6. 8
2 8 1. 0
3. 2 4
1. 1 4
1
-7. 3 2
4. 9 5
-5. 3 8
4. 9 9
1 3. 4
80
1068
V01P OP000040
V01 M AR496120
34370958
3 9 6. 8
2 8 1. 0
3. 2 4
1. 1 4
1
-7. 3 2
4. 9 5
-5. 3 8
4. 9 9
1 3. 4
80
1068
V01P OP000050
V 0 4 M OL 0 3 6 1 1 0
14704818
4 1 3. 6
2 4 8. 1
2. 1 6
0. 6 6
1
-9. 3 8
3. 1 5
-4. 5 5
4. 3 3
1 2. 4
29
1199
V 0 1SS V 0 0 0 1 5 0
V01 M AR496120
49650230
3 9 6. 8
2 8 1. 0
3. 2 4
1. 1 4
1
-7. 3 2
4. 9 5
-5. 3 8
4. 9 9
1 3. 4
80
1068
V 0 2 A FL 0 0 0 1 4 0
V02E DE442120
20916085
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
V02BR U000110
W11BER551010
5853310
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V 0 2I V A 0 0 0 2 2 0
W 0 8S A M R O N 0 0 0
23089888
5 0 2. 9
1 6 2. 7
1. 9 4
0. 5 2
1
-3. 8 0
2. 5 6
-3. 7 0
3. 0 0
1 3. 2
86
1324
V 0 2J A B 0 0 0 0 4 0
V02KE R422030
24576621
3 7 9. 3
3 1 2. 6
2. 7 1
0. 9 9
1
-8. 3 6
0. 8 6
-5. 0 4
5. 0 0
1 6. 6
67
1487
V02K AT000100
W 0 8S A M R O N 0 0 0
11553682
5 0 2. 9
1 6 2. 7
1. 9 4
0. 5 2
1
-3. 8 0
2. 5 6
-3. 7 0
3. 0 0
1 3. 2
86
1324
V02K G O000000
V03P OE446000
159793077
4 0 2. 3
2 1 3. 4
3. 3 2
1. 1 5
1
-9. 5 7
3. 0 3
-5. 7 9
4. 9 8
1 2. 7
76
945
A4
Ar e a ( m²)
c3
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
C at c h m e nt
Ass o ci at e d ga uge d c at c h m e nt
V02K G O000080
V02E DE442120
V02K WE000050
S M max
S Meva p
c1
c2
c OF1
c OF2
cI F 1
cI F 2
C K OF
C KI F
C K BF
11937762
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
W 0 8S A M R O N 0 0 0
16546999
5 0 2. 9
1 6 2. 7
1. 9 4
0. 5 2
1
-3. 8 0
2. 5 6
-3. 7 0
3. 0 0
1 3. 2
86
1324
V 0 2L P K 0 0 0 1 7 0
V 0 2 RI V 4 2 5 0 2 0
46643041
4 0 6. 9
2 0 0. 9
2. 1 6
0. 7 4
1
-6. 0 2
3. 1 0
-3. 5 4
3. 6 1
1 4. 9
67
1497
V 0 2L P K 0 0 0 1 8 0
W 0 8S A M R O N 0 0 0
31449434
5 0 2. 9
1 6 2. 7
1. 9 4
0. 5 2
1
-3. 8 0
2. 5 6
-3. 7 0
3. 0 0
1 3. 2
86
1324
V 0 2L P K 0 0 0 1 9 0
W11BER551010
35092186
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V02 M OE000160
V02E DE442120
44401888
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
V02 N O O000150
V02E DE442120
9234592
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
V02 N W G000210
W 0 8S A M R O N 0 0 0
12358385
5 0 2. 9
1 6 2. 7
1. 9 4
0. 5 2
1
-3. 8 0
2. 5 6
-3. 7 0
3. 0 0
1 3. 2
86
1324
V 0 2 RI V 0 0 0 0 7 0
V02E DE442120
5447570
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
V 0 2ST E 0 0 0 0 9 0
V02KE R422030
27293881
3 7 9. 3
3 1 2. 6
2. 7 1
0. 9 9
1
-8. 3 6
0. 8 6
-5. 0 4
5. 0 0
1 6. 6
67
1487
V 0 2ST E 0 0 0 1 1 5
W11BER551010
17760000
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V 0 2 Z UI 0 0 0 0 6 0
V 0 2 RI V 4 2 5 0 2 0
24223288
4 0 6. 9
2 0 0. 9
2. 1 6
0. 7 4
1
-6. 0 2
3. 1 0
-3. 5 4
3. 6 1
1 4. 9
67
1497
V 0 2 Z UI 0 0 0 1 3 0
V 0 2 RI V 4 2 5 0 2 0
45783008
4 0 6. 9
2 0 0. 9
2. 1 6
0. 7 4
1
-6. 0 2
3. 1 0
-3. 5 4
3. 6 1
1 4. 9
67
1497
V 0 2 Z WI 0 0 0 2 0 0
W 0 8S A M R O N 0 0 0
34471720
5 0 2. 9
1 6 2. 7
1. 9 4
0. 5 2
1
-3. 8 0
2. 5 6
-3. 7 0
3.00
1 3. 2
86
1324
V 0 3 A FL 0 0 0 0 1 0
V 0 4 M OL 0 3 6 1 1 0
41215066
4 1 3. 6
2 4 8. 1
2. 1 6
0. 6 6
1
-9. 3 8
3. 1 5
-4. 5 5
4. 3 3
1 2. 4
29
1199
V 0 3 A FL 0 0 0 0 7 0
V02E DE442120
56667175
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
V03 B OS 000 200
V02E DE442120
26155768
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
V03 D UR000290
V02E DE442120
6434651
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
V03 GE N000030
W 0 8S A M R O N 0 0 0
38982516
5 0 2. 9
1 6 2. 7
1. 9 4
0. 5 2
1
-3. 8 0
2. 5 6
-3. 7 0
3. 0 0
1 3. 2
86
1324
V03 H O N000250
V02E DE4421 20
20326328
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
V 0 3 K AL 0 0 0 0 2 0
V 0 2 RI V 4 2 5 0 2 0
43880593
4 0 6. 9
2 0 0. 9
2. 1 6
0. 7 4
1
-6. 0 2
3. 1 0
-3. 5 4
3. 6 1
1 4. 9
67
1497
V 0 3 K AL 0 0 0 1 8 0
V02E DE442120
32685177
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
V 0 3 K EI 0 0 0 2 8 0
V02E DE442120
28337740
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
V03K G O000050
V02E DE442120
12903199
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
V03K GT000080
W11BER551010
46966621
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V03K GT000100
V05 HE U403210
70017789
3 2 5. 8
2 0 6. 2
3. 2 8
1. 0 9
1
-5. 9 1
1. 7 7
-3. 9 8
3. 0 0
1 2. 1
78
700
V03KR U000120
V02E DE442120
5007912
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
V 0 3L A N 0 0 0 1 9 0
V02E DE442120
14793221
432.4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
V 0 3 LI E 0 0 0 0 6 0
V02E DE442120
9399755
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
V 0 3L P K 0 0 0 1 3 0
V02E DE442120
40778180
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
V 0 3L P K 0 0 0 1 4 0
V04 M O M037100
50278956
5 3 2. 4
1 5 9. 9
1. 9 8
0. 8 3
1
-4. 5 9
1. 6 4
-2. 8 2
2. 4 3
1 1. 7
62
933
V03 M OP000260
V02E DE442120
31902535
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
V 0 3 RI E 0 0 0 0 4 0
V07 M O G288020
6140607
5 3 8. 0
1 9 3. 1
2. 1 2
0. 5 8
1
-5. 3 5
4. 9 2
-4. 2 5
2. 9 9
1 4. 1
61
683
Fi n al v ersi o n
Ar e a ( m²)
c3
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
A5
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
C at c h m e nt
Ass o ci at e d ga uge d c at c h m e nt
V03R O D000110
V02E DE442120
V 0 3SL E 0 0 0 0 9 0
S M max
S Meva p
c1
c2
c OF1
c OF2
cI F 1
cI F 2
C K OF
C KI F
C K BF
6937269
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
V 0 2 RI V 4 2 5 0 2 0
44159840
4 0 6. 9
2 0 0. 9
2. 1 6
0. 7 4
1
-6. 0 2
3. 1 0
-3. 5 4
3. 6 1
1 4. 9
67
1497
V 0 3S PL 0 0 0 2 1 0
V02E DE442120
5101420
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
V 0 3ST E 0 0 0 2 4 0
V02E DE442120
10519358
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
V 0 3 V AL 0 0 0 2 2 0
V02E DE442120
19542165
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
V03 WEE000230
V02E DE442120
24038269
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
V 0 3ZS B 0 0 0 1 7 0
V03P OE446000
37827245
4 0 2. 3
2 1 3. 4
3. 3 2
1. 1 5
1
-9. 5 7
3. 0 3
-5. 7 9
4. 9 8
1 2. 7
76
945
V03Z WS0 001 50
V02E DE442120
34937521
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
V 0 4 B ES 0 0 0 1 6 0
V06Z W A3 421 90
184850804
4 4 8. 2
1 6 8. 1
2. 1 1
1. 4 2
1
-3. 7 2
2. 1 0
-4. 1 2
2. 9 9
1 4. 3
60
707
V 0 4 B ES 0 0 0 1 7 0
W11BER551010
18766706
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V 0 4 B ES 0 0 0 1 8 0
W 0 8S A M R O N 0 0 0
67663418
5 0 2. 9
1 6 2. 7
1. 9 4
0. 5 2
1
-3. 8 0
2. 5 6
-3. 7 0
3. 0 0
1 3. 2
86
1324
V 0 4 B ES 0 0 0 1 8 5
W11BER551010
28326405
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V 0 4 B ES 0 0 0 1 9 0
V09 DE M136000
361066506
4 7 7. 6
2 6 0. 4
1. 9 3
0. 4 5
1
-5. 1 5
3. 0 3
-3. 9 5
2. 7 3
1 5. 0
56
1200
V 0 4 B ES 0 0 0 2 0 0
V07 M AR289015
180989113
4 1 0. 7
1 7 0. 8
2. 2 3
0. 9 2
1
-4. 5 9
5. 0 0
-4. 3 5
2. 8 9
1 0. 8
58
1155
V 0 4 B ES 0 0 0 2 1 0
W11BER551010
37352188
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V04 D UR000080
V 0 4 M OL 0 3 6 1 1 0
13115959
4 1 3. 6
2 4 8. 1
2. 1 6
0. 6 6
1
-9. 3 8
3. 1 5
-4. 5 5
4. 3 3
1 2. 4
29
1199
V04 D UR00009 0
V09 M OT144270
12911826
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V 0 4L E D 0 0 0 0 4 5
V02E DE442120
10731840
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
V 0 4L E D B O R 0 4 0
V02E DE442120
33815271
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
V 0 4L O K 0 0 0 0 6 0
V09 M OT144270
12937291
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V04R UP000150
W 0 8S A M R O N 0 0 0
28627814
5 0 2. 9
1 6 2. 7
1. 9 4
0. 5 2
1
-3. 8 0
2. 5 6
-3. 7 0
3. 0 0
1 3. 2
86
1324
V 0 4S C H 0 0 0 0 0 0
V09 M OT144270
21348172
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V 0 4S C H 0 0 0 0 1 0
V09 HER163010
232467654
4 9 9. 4
1 6 8. 0
1. 9 7
0. 5 6
1
-6. 0 0
5. 0 0
-4. 0 3
3. 0 0
1 4. 7
59
916
V 0 4S C H 0 0 0 0 2 0
V03P OE446000
42342683
4 0 2. 3
2 1 3. 4
3. 3 2
1. 1 5
1
-9. 5 7
3. 0 3
-5. 7 9
4. 9 8
1 2. 7
76
945
V 0 4S C H 0 0 0 0 3 0
V 0 9 WI N 1 4 1 3 1 0
55558393
4 7 1. 3
1 6 5. 4
1. 9 9
0. 5 7
1
-4. 0 6
3. 5 6
-4. 0 6
2. 9 0
1 0. 5
82
723
V 0 4S C H 0 0 0 0 7 0
V09 HER163010
97843094
4 9 9. 4
1 6 8. 0
1. 9 7
0. 5 6
1
-6. 0 0
5. 0 0
-4. 0 3
3. 0 0
1 4. 7
59
916
V 0 4 V LI 0 0 0 1 4 0
V09 M A N161040
65737530
4 1 8. 7
1 5 6. 7
1. 8 9
0. 7 1
1
-4. 2 3
4. 0 3
-3. 2 9
0. 8 3
1 3. 2
87
1050
V 0 4 Z EL 0 0 0 0 5 0
V 0 4 M OL 0 3 6 1 1 0
24207851
4 1 3. 6
2 4 8. 1
2. 1 6
0. 6 6
1
-9. 3 8
3. 1 5
-4. 5 5
4. 3 3
1 2. 4
29
1199
V 0 4 ZI E 0 0 0 1 2 0
V 0 4 M OL 0 3 6 1 1 0
52125854
4 1 3. 6
2 4 8. 1
2. 1 6
0. 6 6
1
-9. 3 8
3. 1 5
-4. 5 5
4. 3 3
1 2. 4
29
1199
V04Z W A0 001 30
V08B AR111370
20223736
4 0 9. 7
2 8 6. 7
2. 1 0
0. 6 5
1
- 5. 9 3
0. 9 5
-3. 6 9
3. 0 0
1 5. 0
75
1223
V05 G A V000260
V05 HE U403210
137842273
3 2 5. 8
2 0 6. 2
3. 2 8
1. 0 9
1
-5. 9 1
1. 7 7
-3. 9 8
3. 0 0
1 2. 1
78
700
V 0 5 G EL 0 0 0 2 0 0
V05 HE U403210
47783349
3 2 5. 8
2 0 6. 2
3. 2 8
1. 0 9
1
-5. 9 1
1. 7 7
-3. 9 8
3. 0 0
1 2. 1
78
700
V05 HE U000220
V09 M OT144270
16883706
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
A6
Ar e a ( m²)
c3
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
C at c h m e nt
Ass o ci at e d ga uge d c at c h m e nt
V 0 5 L EI 0 0 0 1 9 0
V01KE M492060
V 0 5 L EI 0 0 0 2 4 0
S M max
S Meva p
c1
c2
c OF1
c OF2
cI F 1
cI F 2
C K OF
C KI F
C K BF
108826195
4 2 6. 1
1 6 4. 2
2. 4 0
1. 7 6
1
-5. 1 3
4. 6 5
-2. 9 8
3. 0 0
1 4. 4
70
476
V09 M OT144270
21304814
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V 0 5 L EI 0 0 0 2 5 0
V09 M OT144270
29836282
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V 0 5 L EI 0 0 0 2 8 0
V03P OE446000
97730942
4 0 2. 3
2 1 3. 4
3. 3 2
1. 1 5
1
-9. 5 7
3. 0 3
-5. 7 9
4. 9 8
1 2. 7
76
945
V 0 5 L EI 0 0 0 2 9 0
V02E DE442120
47172616
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
V 0 5 L EI 0 0 0 3 0 0
V 0 2 RI V 4 2 5 0 2 0
39155357
4 0 6. 9
2 0 0. 9
2. 1 6
0. 7 4
1
-6. 0 2
3. 1 0
-3. 5 4
3. 6 1
1 4. 9
67
1497
V 0 5 L EI 3 8 6 1 8 0
F 0 5 L EI 3 8 6 9 9 9
82706606
4 2 4. 0
2 3 3. 4
2. 1 1
0. 8 3
1
-5. 7 6
1. 9 2
-3. 6 1
3. 0 0
1 3. 9
46
883
V05 M A N000270
V 0 1SS V 4 9 9 1 4 0
13017615
4 3 1. 6
175.3
2. 1 7
1. 0 9
1
-4. 5 3
5. 0 0
-3. 8 9
2. 9 8
1 2. 5
52
719
V 0 6 B EI 0 0 0 1 5 0
V07 M O G288020
19134016
5 3 8. 0
1 9 3. 1
2. 1 2
0. 5 8
1
-5. 3 5
4. 9 2
-4. 2 5
2. 9 9
1 4. 1
61
683
V06KBK000130
W 0 8S A M R O N 0 0 0
8261974
5 0 2. 9
1 6 2. 7
1. 9 4
0. 5 2
1
-3. 8 0
2. 5 6
-3. 7 0
3. 0 0
1 3. 2
86
1324
V06 M A A000170
V07 M O G288020
4955439
5 3 8. 0
1 9 3. 1
2. 1 2
0. 5 8
1
-5. 3 5
4. 9 2
-4. 2 5
2. 9 9
1 4. 1
61
683
V 0 6S C H 0 0 0 1 4 0
V 0 7 B EL 2 8 5 0 7 0
56084506
4 4 5. 8
2 1 6. 2
2. 1 2
0. 6 7
1
-5. 3 5
4. 5 2
-4. 9 5
4. 5 8
1 4. 3
63
1157
V 0 6S C H 0 0 0 1 8 0
W 0 8S A M R O N 0 0 0
87618176
5 0 2. 9
1 6 2. 7
1. 9 4
0. 5 2
1
-3. 8 0
2. 5 6
-3. 7 0
3. 0 0
1 3. 2
86
1324
V 0 6S C H 0 0 0 2 1 0
V05 HE U403210
81083174
3 2 5. 8
2 0 6. 2
3. 2 8
1. 0 9
1
-5. 9 1
1. 7 7
-3. 9 8
3. 0 0
1 2. 1
78
700
V 0 6S C H 0 0 0 2 2 0
V02 HER426010
77342171
4 7 4. 9
2 4 6. 1
2. 3 5
0. 7 8
1
-7. 4 8
4. 1 7
-4. 4 4
4. 3 5
1 0. 4
73
1318
V06Z W A0 002 00
V09 M OT144270
867129
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V 0 7 B EL 0 0 0 0 8 0
V 0 4 M OL 0 3 6 1 1 0
11538072
4 1 3. 6
2 4 8. 1
2. 1 6
0. 6 6
1
-9. 3 8
3. 1 5
-4. 5 5
4. 3 3
1 2. 4
29
1199
V07 DE N000025
V07 M O G288020
27908996
5 3 8. 0
1 9 3. 1
2. 1 2
0. 5 8
1
-5. 3 5
4. 9 2
-4. 2 5
2. 9 9
1 4. 1
61
683
V07 DE N000060
V01 M AR496120
73022161
3 9 6. 8
2 8 1. 0
3. 2 4
1. 1 4
1
-7. 3 2
4. 9 5
-5. 3 8
4. 9 9
1 3. 4
80
1068
V07 DE N000110
V05 HE U403210
97824902
3 2 5. 8
2 0 6. 2
3. 2 8
1. 0 9
1
-5. 9 1
1. 7 7
-3. 9 8
3. 0 0
1 2. 1
78
700
V07 GR A000090
V09 M OT144270
28283573
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V07 M OE000120
V07 M O G288020
8585990
5 3 8. 0
1 9 3. 1
2. 1 2
0. 5 8
1
-5. 3 5
4. 9 2
-4. 2 5
2. 9 9
1 4. 1
61
683
V 0 7 M OL 0 0 0 0 3 0
V08B AR111370
53711139
4 0 9. 7
2 8 6. 7
2. 1 0
0. 6 5
1
-5. 9 3
0. 9 5
-3. 6 9
3. 0 0
1 5. 0
75
1223
V 0 7 M OL 0 0 0 0 5 0
V07 M OE282100
52610014
3 5 0. 4
1 6 1. 8
3. 4 1
2. 2 2
1
-6. 6 7
1 0. 0 0
-5. 3 8
3. 6 1
1 6. 5
82
1340
V 0 7 M OL 0 0 0 1 3 0
V09 M OT144270
22215247
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V 0 7 W OL 0 0 0 0 4 0
V05 HE U403210
49430997
3 2 5. 8
2 0 6. 2
3. 2 8
1. 0 9
1
-5. 9 1
1. 7 7
-3. 9 8
3. 0 0
1 2. 1
78
700
V08 A AB000360
V01 M AR496120
60451204
3 9 6. 8
2 8 1. 0
3. 2 4
1. 1 4
1
-7. 3 2
4. 9 5
-5. 3 8
4. 9 9
1 3. 4
80
1068
V08 BEY000240
V09 M OT144270
6114323
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V08BR O000175
V07 M O G288020
6262734
5 3 8. 0
1 9 3. 1
2. 1 2
0. 5 8
1
-5. 3 5
4. 9 2
-4. 2 5
2. 9 9
1 4. 1
61
683
V08BR U000180
W11BER551010
16024099
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V 0 8 DIJ 0 0 0 4 3 0
V 0 4 M OL 0 3 6 1 1 0
16839367
4 1 3. 6
2 4 8. 1
2. 1 6
0. 6 6
1
-9. 3 8
3. 1 5
-4. 5 5
4. 3 3
1 2. 4
29
1199
V 0 8 DIJ 0 0 0 4 5 5
V09 M OT144270
9419886
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V08 DR O000230
V07 M O G288020
1754271
5 3 8. 0
1 9 3. 1
2. 1 2
0. 5 8
1
-5. 3 5
4. 9 2
-4. 2 5
2. 9 9
1 4. 1
61
683
Fi n al v ersi o n
Ar e a ( m²)
c3
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
A7
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
C at c h m e nt
Ass o ci at e d ga uge d c at c h m e nt
V 0 8 GL A 0 0 0 4 5 0
V09 M OT144270
V08 GR O000070
S M max
S Meva p
c1
c2
c OF1
c OF2
cI F 1
cI F 2
C K OF
C KI F
C K BF
29900000
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
W11BER551010
13748809
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V 0 8 H AL 0 0 0 0 8 0
W11BER551010
10431011
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V08 H AR000250
W11BER551010
4183063
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V08 HER000120
V07 M O G288020
15606705
5 3 8. 0
1 9 3. 1
2. 1 2
0. 5 8
1
-5. 3 5
4. 9 2
-4. 2 5
2. 9 9
1 4. 1
61
683
V 0 8 L EI 0 0 0 4 2 0
V 0 4 M OL 0 3 6 1 1 0
61999329
4 1 3. 6
2 4 8. 1
2. 1 6
0. 6 6
1
-9. 3 8
3. 1 5
-4. 5 5
4. 3 3
1 2. 4
29
1199
V 0 8L O B 0 0 0 3 0 0
W11BER551010
1727027
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V 0 8L O T 0 0 0 1 1 0
W 0 8S A M R O N 0 0 0
16677869
5 0 2. 9
1 6 2. 7
1. 9 4
0. 5 2
1
-3. 8 0
2. 5 6
-3. 7 0
3. 0 0
1 3. 2
86
1324
V08 M A A000190
W11BER551010
25513368
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V08 M A A000320
V 0 7 B EL 2 8 5 0 7 0
41562062
4 4 5. 8
2 1 6. 2
2. 1 2
0. 6 7
1
-5. 3 5
4. 5 2
-4. 9 5
4. 5 8
1 4. 3
63
1157
V08 M AR000270
W11BER551010
2655242
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V08 MEC000390
V 0 4 M OL 0 3 6 1 1 0
2184480
4 1 3. 6
2 4 8. 1
2. 1 6
0. 6 6
1
-9. 3 8
3. 1 5
-4. 5 5
4. 3 3
1 2. 4
29
1199
V08 MEC000440
V 0 4 M OL 0 3 6 1 1 0
21167200
4 1 3. 6
2 4 8. 1
2. 1 6
0. 6 6
1
-9. 3 8
3. 1 5
-4. 5 5
4. 3 3
1 2. 4
29
1199
V08 M OB000090
V08B AR111370
52906589
4 0 9. 7
2 8 6. 7
2. 1 0
0. 6 5
1
-5. 9 3
0. 9 5
-3. 6 9
3. 0 0
1 5. 0
75
1223
V 0 8 M OJ 0 0 0 2 2 0
W11BER551010
24744883
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V08 NEE000140
V07 M O G288020
24418401
5 3 8. 0
1 9 3. 1
2. 1 2
0. 5 8
1
-5. 3 5
4. 9 2
-4. 2 5
2. 9 9
1 4. 1
61
683
V08P AR000210
V07 M O G288020
10526023
5 3 8. 0
1 9 3. 1
2. 1 2
0. 5 8
1
-5. 3 5
4. 9 2
-4. 2 5
2. 9 9
1 4. 1
61
683
V 0 8S AS 0 0 0 3 5 0
V09 M OT144270
11122038
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V 0 8ST A 0 0 0 0 6 0
V07 M O G288020
8939127
5 3 8. 0
1 9 3. 1
2. 1 2
0. 5 8
1
-5. 3 5
4. 9 2
-4. 2 5
2. 9 9
1 4. 1
61
683
V08T A N000290
W11BER551010
8645642
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V08T A N000330
W11BER551010
1728251
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V08T A N000340
W11BER551010
4308051
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V08T R A000280
W11BER551010
6403090
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V08 UKK000160
V09 M OT144270
16556510
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V 0 8 VI L 0 0 0 3 1 0
W11BER551010
2859650
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V 0 8 VL E 0 0 0 1 5 0
W11BER551010
4942825
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V 08 V OR000170
W11BER551010
4176350
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V08 VR O000460
V10 M OP062140
125593344
4 2 6. 4
2 1 0. 6
2. 1 8
0. 6 9
1
-5. 9 8
0. 1 0
-4. 1 6
3. 0 0
1 0. 6
62
667
V08 V U N000435
V09 M OT144270
25988270
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V08 WEE000410
V09 M OT144270
68292349
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V 0 8 W OL 0 0 0 2 6 0
W11BER551010
46369269
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V 0 8 W OL B R U 2 0 0
V 0 9 WI N 1 4 1 3 1 0
49508996
4 7 1. 3
1 6 5. 4
1. 9 9
0. 5 7
1
-4. 0 6
3. 5 6
-4. 0 6
2. 9 0
1 0. 5
82
723
V08Z U U00 013 0
V 0 7 B EL 2 8 5 0 7 0
25927026
4 4 5. 8
2 1 6. 2
2. 1 2
0. 6 7
1
-5. 3 5
4. 5 2
-4. 9 5
4. 5 8
1 4. 3
63
1157
A8
Ar e a ( m²)
c3
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
C at c h m e nt
Ass o ci at e d ga uge d c at c h m e nt
V 0 9 AL B 0 0 0 0 1 0
V09 M OT144270
V 0 9 AL B 0 0 0 0 2 0
S M max
S Meva p
c1
c2
c OF1
c OF2
cI F 1
cI F 2
C K OF
C KI F
C K BF
9868911
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V09 M OT144270
678840
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V09BE G000160
V09 M OT144270
52288450
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V09 DE M000030
V09 M A N161040
111804714
4 1 8. 7
1 5 6. 7
1. 8 9
0. 7 1
1
-4. 2 3
4. 0 3
-3. 2 9
0. 8 3
1 3. 2
87
1050
V09 DE M000050
W11 O UR5805
17224252
4 7 2. 9
1 3 4. 8
2. 2 5
1. 6 5
1
-5. 8 9
4. 4 0
-3. 1 3
3. 0 0
1 1. 8
70
752
V09 DE M000070
W11BER551010
15263780
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V 0 9 GL A 0 0 0 2 4 0
V09 M OT144270
13893219
4 7 3. 2
1 6 8. 3
1. 9 5
0.78
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V 0 9 H EI 0 0 0 2 9 0
V09 M OT144270
11779955
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V09 HER000060
V09 M OT144270
17904828
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V09 HER000075
V09 M OT14427 0
4063569
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V 0 9 H UL 0 0 0 1 7 0
V 0 4 M OL 0 3 6 1 1 0
10167667
4 1 3. 6
2 4 8. 1
2. 1 6
0. 6 6
1
-9. 3 8
3. 1 5
-4. 5 5
4. 3 3
1 2. 4
29
1199
V 0 9L A A 0 0 0 2 2 0
V09 M OT144270
4843899
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V 0 9 L EI 0 0 0 1 8 0
V09 M OT144270
2290158
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V 0 9L E U 0 0 0 1 5 5
V07 M O G288020
8272837
5 3 8. 0
1 9 3. 1
2. 1 2
0. 5 8
1
-5. 3 5
4. 9 2
-4. 2 5
2. 9 9
1 4. 1
61
683
V09 M A N000130
V09 M OT144270
2369062
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V09 M OT000260
V09 M OT144270
8633853
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V09 M O U000280
W11BER551010
4720981
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V09 OSS 0 002 30
V09 M OT144270
12017257
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V 0 9 V EL 0 0 0 1 1 0
V09 M OT144270
44224342
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V09 V O O000090
V09 M OT144270
14913966
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V09 V OS 00 020 0
V09 M OT144270
6343660
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V09 WER000250
V 0 4 M OL 0 3 6 1 1 0
3447994
4 1 3. 6
2 4 8. 1
2. 1 6
0. 6 6
1
-9. 3 8
3. 1 5
-4. 5 5
4. 3 3
1 2. 4
29
1199
V 0 9 WIJ 0 0 0 1 9 0
V09 M OT144270
6951100
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V 0 9 WI N 0 0 0 3 2 0
V09 M OT144270
17375263
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V09Z W A0 001 40
V09 M OT144270
24807586
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V09Z W A0 002 10
V10 M OP062140
19313232
4 2 6. 4
2 1 0. 6
2. 1 8
0. 6 9
1
-5. 9 8
0. 1 0
-4. 1 6
3. 0 0
1 0. 6
62
667
V 1 0 AL B 0 7 6 0 1 5
V10 G NE076999
24539871
4 3 6. 3
2 3 3. 7
1. 8 3
0. 5 4
1
-5. 9 5
2. 3 8
-3. 7 5
3. 0 0
1 3. 9
67
1623
V10BER000100
V09 M OT144270
28572454
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V10BEV000120
V10 M OP0621 40
26918434
4 2 6. 4
2 1 0. 6
2. 1 8
0. 6 9
1
-5. 9 8
0. 1 0
-4. 1 6
3. 0 0
1 0. 6
62
667
V 1 0 G ES 0 0 0 1 3 0
V09 M OT144270
42189781
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V10 G NE076010
V10 G NE076999
243532847
4 3 6. 3
2 3 3. 7
1. 8 3
0. 5 4
1
-5. 9 5
2. 3 8
-3. 7 5
3. 0 0
1 3. 9
67
1623
V10 G O O000080
V10 M OP062140
44302117
4 2 6. 4
2 1 0. 6
2. 1 8
0. 6 9
1
-5. 9 8
0. 1 0
-4. 1 6
3. 0 0
1 0. 6
62
667
V 1 0 KL A 0 7 6 0 3 0
V10 G NE076999
54041574
4 3 6. 3
2 3 3. 7
1. 8 3
0. 5 4
1
-5. 9 5
2. 3 8
-3. 7 5
3. 0 0
1 3. 9
67
1623
Fi n al v ersi o n
Ar e a ( m²)
c3
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
A9
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
C at c h m e nt
Ass o ci at e d ga uge d c at c h m e nt
V10KRE000110
V09 M A N161040
V 1 0 M OL 0 0 0 0 6 0
S M max
S Meva p
c1
c2
c OF1
c OF2
cI F 1
cI F 2
C K OF
C KI F
C K BF
53928737
4 1 8. 7
1 5 6. 7
1. 8 9
0. 7 1
1
- 4. 2 3
4. 0 3
-3. 2 9
0. 8 3
1 3. 2
87
1050
V09Z W A1 481 20
40694619
4 5 1. 6
1 5 8. 5
1. 8 2
0. 4 8
1
-5. 2 9
5. 0 0
-3. 5 9
2. 8 5
1 5. 0
50
725
V10 M OP000150
V10 M OP062140
32418924
4 2 6. 4
2 1 0. 6
2. 1 8
0. 6 9
1
-5. 9 8
0. 1 0
-4. 1 6
3. 0 0
1 0. 6
62
667
V10 NET000170
V10 M OP062140
66664720
4 2 6. 4
2 1 0. 6
2. 1 8
0. 6 9
1
-5. 9 8
0. 1 0
-4. 1 6
3. 0 0
1 0. 6
62
667
V10 NET000180
V09 M A N161040
80302347
4 1 8. 7
1 5 6. 7
1. 8 9
0. 7 1
1
-4. 2 3
4. 0 3
-3. 2 9
0. 8 3
1 3. 2
87
1050
V 1 0 R OL 0 0 0 0 4 0
V09Z W A1 481 20
23571007
4 5 1. 6
1 5 8. 5
1. 8 2
0. 4 8
1
-5. 2 9
5. 0 0
-3. 5 9
2. 8 5
1 5. 0
50
725
V 1 0ST E 0 0 0 0 7 0
V09Z W A1 481 20
42571635
4 5 1. 6
1 5 8. 5
1. 8 2
0. 4 8
1
-5. 2 9
5. 0 0
-3. 5 9
2. 8 5
1 5. 0
50
725
V10T AP000160
V10 M OP062140
46191820
4 2 6. 4
2 1 0. 6
2. 1 8
0. 6 9
1
-5. 9 8
0. 1 0
-4. 1 6
3. 0 0
1 0. 6
62
667
V 1 0 WI M 0 0 0 0 9 0
V09 M OT144270
29330881
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V 1 1 AL B 0 0 0 0 4 5
W11BER551010
44990800
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V11 M A A508050
V10K NE052000
837912122
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21849142
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56
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46
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W 06 B OS 325 09 5
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256772308
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61
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61
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W 06 B OS 325 11 5
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61
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275201697
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61
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61
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78
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W06R H O000120
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7595336
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66
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84
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127972527
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84
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W 0 7 D O RL ES 0 0 5
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196976608
4 5 7. 1
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1. 9 5
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84
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4 4 5. 8
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63
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W 0 8SE N 0 0 0 0 2 0
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86
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W 08ZE N 000 040
V07 M O G288020
19240238
5 3 8. 0
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61
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463411008
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82
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W11 M A A0030
W11 ME H5820
503217000
3 9 6. 7
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82
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W11 M A A0040
W11 ME H5820
370820000
3 9 6. 7
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82
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86
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A 10
Ar e a ( m²)
c3
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
C at c h m e nt
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F 0 1YSE 4 6 8 0 0 0
F 0 1IJ Z 4 6 8 0 0 0
F05 A A A000010
S M max
S Meva p
c1
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C KI F
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361120000
3 9 8. 4
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1 3. 4
105
1808
F 0 5 L EI 3 8 6 9 9 9
248452728
4 2 4. 0
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1
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1. 9 2
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46
883
F05 A A A571000
F 0 5 L EI 3 8 6 9 9 9
374113103
4 2 4. 0
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2. 1 1
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1. 9 2
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46
883
F05BEC386023
F 0 5 L EI 3 8 6 9 9 9
80086039
4 2 4. 0
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1
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1. 9 2
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1 3. 9
46
883
F05BEC386025
F 0 5 L EI 3 8 6 9 9 9
68930969
4 2 4. 0
2 3 3. 4
2. 1 1
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1
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1. 9 2
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3. 0 0
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46
883
F05B O U386005
F 0 5 L EI 3 8 6 9 9 9
255392628
4 2 4. 0
2 3 3. 4
2. 1 1
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1
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1. 9 2
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1 3. 9
46
883
F 0 5 CL A 3 8 6 0 1 7
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36547273
4 2 4. 0
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1. 9 2
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46
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F 0 5 CL A 3 8 6 0 2 0
F 0 5 L EI 3 8 6 9 9 9
226006473
4 2 4. 0
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46
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F05 DE U386040
F 0 5 L EI 3 8 6 9 9 9
448818370
4 2 4. 0
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1. 9 2
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46
883
F05 DE U386050
F 0 5 L EI 3 8 6 9 9 9
74083951
4 2 4. 0
2 3 3. 4
2. 1 1
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1
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1. 9 2
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46
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F05 DE U386060
F 0 5 L EI 3 8 6 9 9 9
116669136
4 2 4. 0
2 3 3. 4
2. 1 1
0. 8 3
1
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1. 9 2
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46
883
F05 DE U386080
F 0 5 L EI 3 8 6 9 9 9
57192180
4 2 4. 0
2 3 3. 4
2. 1 1
0. 8 3
1
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1. 9 2
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3. 0 0
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46
883
F05 DE U386090
F 0 5 L EI 3 8 6 9 9 9
12829199
4 2 4. 0
2 3 3. 4
2. 1 1
0. 8 3
1
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1. 9 2
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3. 0 0
1 3. 9
46
883
F05 DE U386110
F 0 5 L EI 3 8 6 9 9 9
16919150
4 2 4. 0
2 3 3. 4
2. 1 1
0. 8 3
1
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1. 9 2
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3. 0 0
1 3. 9
46
883
F05 DE U386120
F 0 5 L EI 3 8 6 9 9 9
39450392
4 2 4. 0
2 3 3. 4
2. 1 1
0. 8 3
1
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1. 9 2
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3. 0 0
1 3. 9
46
883
F05 DE U386130
F 0 5 L EI 3 8 6 9 9 9
21724484
4 2 4. 0
2 3 3. 4
2. 1 1
0. 8 3
1
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1. 9 2
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3. 0 0
1 3. 9
46
883
F05 DE U386140
F 0 5 L EI 3 8 6 9 9 9
7480581
4 2 4. 0
2 3 3. 4
2. 1 1
0. 8 3
1
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1. 9 2
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3. 0 0
1 3. 9
46
883
F05 DE U386150
F 0 5 L EI 3 8 6 9 9 9
39193251
4 2 4. 0
2 3 3. 4
2. 1 1
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1
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1. 9 2
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46
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F05 DE U386160
F 0 5 L EI 3 8 6 9 9 9
27005232
4 2 4. 0
2 3 3. 4
2. 1 1
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1
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1. 9 2
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3. 0 0
1 3. 9
46
883
F05 HE M000020
F 0 5 L EI 3 8 6 9 9 9
134010959
4 2 4. 0
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2. 1 1
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1
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1. 9 2
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46
883
F 0 5L A W 3 8 6 0 1 8
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102249474
4 2 4. 0
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1. 9 2
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3. 0 0
1 3. 9
46
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F 0 5L A W 3 8 6 0 3 0
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188699853
4 2 4. 0
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1. 9 2
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46
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F 0 5 L OI 3 8 6 0 3 5
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113093218
424.0
2 3 3. 4
2. 1 1
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1. 9 2
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1 3. 9
46
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F 0 5L Y S 3 8 6 0 0 0
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375288119
4 2 4. 0
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1. 9 2
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1 3. 9
46
883
F 0 5L Y S 3 8 6 0 1 0
F 0 5 L EI 3 8 6 9 9 9
75860338
4 2 4. 0
2 3 3. 4
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46
883
F 0 5L Y S 3 8 6 0 1 5
F 0 5 L EI 3 8 6 9 9 9
28126242
4 2 4. 0
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1. 9 2
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3. 0 0
1 3. 9
46
883
F 0 5L Y S 3 8 6 1 1 5
F 0 5 L EI 3 8 6 9 9 9
168458564
4 2 4. 0
2 3 3. 4
2. 1 1
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1
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1. 9 2
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3. 0 0
1 3. 9
46
883
F05 M AR386070
F 0 5 L EI 3 8 6 9 9 9
200520118
4 2 4. 0
2 3 3. 4
2. 1 1
0. 8 3
1
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1. 9 2
-3. 6 1
3.00
1 3. 9
46
883
F05 M AR386100
F 0 5 L EI 3 8 6 9 9 9
26635692
4 2 4. 0
2 3 3. 4
2. 1 1
0. 8 3
1
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1. 9 2
-3. 6 1
3. 0 0
1 3. 9
46
883
F 06 B OS 3 250 00
F 06 B OS 3 250 01
775406341
4 3 5. 3
1 7 6. 4
1. 9 8
0. 5 4
1
-5. 6 5
2. 1 8
-3. 8 1
2. 8 7
1 2. 8
61
1060
F 06 B OS 3 250 15
F 06 B OS 3 250 01
107626587
4 3 5. 3
1 7 6. 4
1.98
0. 5 4
1
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2. 1 8
-3. 8 1
2. 8 7
1 2. 8
61
1060
F 06 B OS 3 250 16
F 06 B OS 3 250 01
142957003
4 3 5. 3
1 7 6. 4
1. 9 8
0. 5 4
1
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2. 1 8
-3. 8 1
2. 8 7
1 2. 8
61
1060
Fi n al v ersi o n
Ar e a ( m²)
c3
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
A 11
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
C at c h m e nt
Ass o ci at e d ga uge d c at c h m e nt
F 06 B OS 3 250 17
F 06 B OS 3 250 01
F 06 B OS 3 250 18
S M max
S Meva p
c1
c2
c OF1
c OF2
cI F 1
cI F 2
C K OF
C KI F
C K BF
33675779
4 3 5. 3
1 7 6. 4
1. 9 8
0. 5 4
1
-5. 6 5
2. 1 8
-3. 8 1
2. 8 7
1 2. 8
61
1060
F 06 B OS 3 250 01
16911203
4 3 5. 3
1 7 6. 4
1. 9 8
0. 5 4
1
-5. 6 5
2. 1 8
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2. 8 7
1 2. 8
61
1060
F 06 B OS 3 250 19
F 06 B OS 3 250 01
36767530
4 3 5. 3
1 7 6. 4
1. 9 8
0. 5 4
1
-5. 6 5
2. 1 8
-3. 8 1
2. 8 7
1 2. 8
61
1060
F06EC A325050
F 06 B OS 3 250 01
191873673
4 3 5. 3
1 7 6. 4
1. 9 8
0. 5 4
1
-5. 6 5
2. 1 8
-3. 8 1
2. 8 7
12.8
61
1060
F06ERC325030
F 06 B OS 3 250 01
167654904
4 3 5. 3
1 7 6. 4
1. 9 8
0. 5 4
1
-5. 6 5
2. 1 8
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2. 8 7
1 2. 8
61
1060
F06 H O G325070
F 06 B OS 3 250 01
208230656
4 3 5. 3
1 7 6. 4
1. 9 8
0. 5 4
1
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2. 1 8
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2. 8 7
1 2. 8
61
1060
F06R H O325060
F 06 B OS 3 250 01
80974476
4 3 5. 3
1 7 6. 4
1. 9 8
0. 5 4
1
-5. 6 5
2. 1 8
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2. 8 7
1 2. 8
61
1060
F 0 6S C A 3 2 5 0 2 0
F 06 B OS 3 250 01
464156652
4 3 5. 3
1 7 6. 4
1. 9 8
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1
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2. 1 8
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2. 8 7
1 2. 8
61
1060
F 0 6S C A 3 2 5 0 2 5
F 06 B OS 3 250 01
805680274
4 3 5. 3
1 7 6. 4
1. 9 8
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1
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2. 1 8
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2. 8 7
1 2. 8
61
1060
F 0 6 S EL 3 2 5 0 4 0
F 06 B OS 3 250 01
201664095
4 3 5. 3
1 7 6. 4
1. 9 8
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1
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2. 1 8
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2. 8 7
1 2. 8
61
1060
F 0 6SE N 3 2 5 0 1 0
F 06 B OS 3 250 01
599787214
4 3 5. 3
1 7 6. 4
1. 9 8
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1
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1 2. 8
61
1060
N03BR A000160
W11BER551010
55104620
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
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6. 7 8
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2. 5 9
1 4. 0
63
1224
N11 M A A000060
V09 M OT144270
12970329080
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
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4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V01 H A N000160
V01 M AR496120
92888613
3 9 6. 8
2 8 1. 0
3. 2 4
1. 1 4
1
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4. 9 5
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4. 9 9
1 3. 4
80
1068
V 0 1 H EI 4 6 8 0 1 0
F 0 1IJ Z 4 6 8 0 0 0
31890879
3 9 8. 4
2 0 6. 3
2. 9 5
1.20
1
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6. 2 1
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5. 0 0
1 3. 4
105
1808
V 0 1I E P 0 0 0 0 9 0
V 0 4 M OL 0 3 6 1 1 0
3609701
4 1 3. 6
2 4 8. 1
2. 1 6
0. 6 6
1
-9. 3 8
3. 1 5
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4. 3 3
1 2. 4
29
1199
V 0 1I E P 0 0 0 1 0 0
V05 HE U403210
24028123
3 2 5. 8
2 0 6. 2
3. 2 8
1. 0 9
1
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1. 7 7
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3. 0 0
1 2. 1
78
700
V 0 1I E P 0 0 0 1 1 0
V05 HE U403210
6682382
3 2 5. 8
2 0 6. 2
3. 2 8
1. 0 9
1
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1. 7 7
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3. 0 0
1 2. 1
78
700
V 0 1IJ Z 0 0 0 0 2 0
V01KE M492060
46105467
4 2 6. 1
1 6 4. 2
2. 4 0
1. 7 6
1
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4. 6 5
-2. 9 8
3. 0 0
1 4. 4
70
476
V01KE M000070
V01KE M492060
12910514
4 2 6. 1
1 6 4. 2
2. 4 0
1. 7 6
1
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4. 6 5
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3. 0 0
1 4. 4
70
476
V01 M AR000130
V01 M AR496120
27537367
3 9 6. 8
2 8 1. 0
3. 2 4
1. 1 4
1
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4. 9 5
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4. 9 9
1 3. 4
80
1068
V01P OP000040
V01 M AR496120
34370958
3 9 6. 8
2 8 1. 0
3. 2 4
1. 1 4
1
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4. 9 5
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4. 9 9
1 3. 4
80
1068
V01P OP000050
V 0 4 M OL 0 3 6 1 1 0
14704818
4 1 3. 6
2 4 8. 1
2. 1 6
0. 6 6
1
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3.15
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4. 3 3
1 2. 4
29
1199
V 0 1SS V 0 0 0 1 5 0
V01 M AR496120
49650230
3 9 6. 8
2 8 1. 0
3. 2 4
1. 1 4
1
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4. 9 5
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4. 9 9
1 3. 4
80
1068
V 0 2 A FL 0 0 0 1 4 0
V02E DE442120
20916085
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
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6. 9 2
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4. 9 6
1 3. 2
72
875
V02BR U000110
W11BER551010
5853310
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
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6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V 0 2I V A 0 0 0 2 2 0
W 0 8S A M R O N 0 0 0
23089888
5 0 2. 9
1 6 2. 7
1. 9 4
0. 5 2
1
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2. 5 6
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3. 0 0
1 3. 2
86
1324
V 0 2J A B 0 0 0 0 4 0
V02KE R422030
24576621
3 7 9. 3
3 1 2. 6
2. 7 1
0. 9 9
1
-8. 3 6
0. 8 6
-5. 0 4
5. 0 0
1 6. 6
67
1487
V02K AT000100
W 0 8S A M R O N 0 0 0
11553682
5 0 2. 9
1 6 2. 7
1. 9 4
0. 5 2
1
-3. 8 0
2. 5 6
-3. 7 0
3. 0 0
1 3. 2
86
1324
V02K G O000000
V03P OE446000
159793077
4 0 2. 3
2 1 3. 4
3. 3 2
1. 1 5
1
-9. 5 7
3. 0 3
-5. 7 9
4. 9 8
1 2. 7
76
945
V02K G O000080
V02E DE442120
11937762
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
V02K WE000050
W 0 8S A M R O N 0 0 0
16546999
5 0 2. 9
1 6 2. 7
1. 9 4
0. 5 2
1
-3. 8 0
2. 5 6
-3. 7 0
3. 0 0
1 3. 2
86
1324
V 0 2L P K 0 0 0 1 7 0
V 0 2 RI V 4 2 5 0 2 0
46643041
4 0 6. 9
2 0 0. 9
2. 1 6
0. 7 4
1
-6. 0 2
3. 1 0
-3. 5 4
3. 6 1
1 4. 9
67
1497
A 12
Ar e a ( m²)
c3
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
C at c h m e nt
Ass o ci at e d ga uge d c at c h m e nt
V 0 2L P K 0 0 0 1 8 0
W 0 8S A M R O N 0 0 0
V 0 2L P K 0 0 0 1 9 0
S M max
S Meva p
c1
c2
c OF1
c OF2
cI F 1
cI F 2
C K OF
C KI F
C K BF
31449434
5 0 2. 9
1 6 2. 7
1.94
0. 5 2
1
-3. 8 0
2. 5 6
-3. 7 0
3. 0 0
1 3. 2
86
1324
W11BER551010
35092186
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V02 M OE000160
V02E DE442120
44401888
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
V02 N O O000150
V02E DE442120
9234592
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
V02 N W G000210
W 0 8S A M R O N 0 0 0
12358385
5 0 2. 9
1 6 2. 7
1. 9 4
0. 5 2
1
-3. 8 0
2. 5 6
-3. 7 0
3. 0 0
1 3. 2
86
1324
V 0 2 RI V 0 0 0 0 7 0
V02E DE442120
5447570
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
V 0 2ST E 0 0 0 0 9 0
V02KE R422030
27293881
3 7 9. 3
3 1 2. 6
2. 7 1
0. 9 9
1
-8. 3 6
0. 8 6
-5. 0 4
5. 0 0
1 6. 6
67
1487
V 0 2ST E 0 0 0 1 1 5
W11BER551010
17760000
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V 0 2 Z UI 0 0 0 0 6 0
V 0 2 RI V 4 2 5 0 2 0
24223288
4 0 6. 9
2 0 0. 9
2. 1 6
0. 7 4
1
- 6. 0 2
3. 1 0
-3. 5 4
3. 6 1
1 4. 9
67
1497
V 0 2 Z UI 0 0 0 1 3 0
V 0 2 RI V 4 2 5 0 2 0
45783008
4 0 6. 9
2 0 0. 9
2. 1 6
0. 7 4
1
-6. 0 2
3. 1 0
-3. 5 4
3. 6 1
1 4. 9
67
1497
V 0 2 Z WI 0 0 0 2 0 0
W 0 8S A M R O N 0 0 0
34471720
5 0 2. 9
1 6 2. 7
1. 9 4
0. 5 2
1
-3. 8 0
2. 5 6
-3. 7 0
3. 0 0
1 3. 2
86
1324
V 0 3 A FL 0 0 0 0 1 0
V 0 4 M OL 0 3 6 1 1 0
41215066
4 1 3. 6
2 4 8. 1
2. 1 6
0. 6 6
1
-9. 3 8
3. 1 5
-4. 5 5
4. 3 3
1 2. 4
29
1199
V 0 3 A FL 0 0 0 0 7 0
V02E DE442120
56667175
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
V03 B OS 000 200
V02E DE442120
26155768
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
V03 D UR000290
V02E DE442120
6434651
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
V03 GE N000030
W 0 8S A M R O N 0 0 0
38982516
5 0 2. 9
1 6 2. 7
1. 9 4
0. 5 2
1
-3. 8 0
2. 5 6
-3. 7 0
3. 0 0
1 3. 2
86
1324
V03 H O N000250
V02E DE442120
20326328
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
V 0 3 K AL 0 0 0 0 2 0
V 0 2 RI V 4 2 5 0 2 0
43880593
4 0 6. 9
2 0 0. 9
2. 1 6
0. 7 4
1
-6. 0 2
3. 1 0
-3. 5 4
3. 6 1
1 4. 9
67
1497
V 0 3 K AL 0 0 0 1 8 0
V02E DE442120
32685177
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
V 0 3 K EI 0 0 0 2 8 0
V02E DE442120
28337740
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
V03K G O000050
V02E DE442120
12903199
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
V03K GT000080
W11BER551010
46966621
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V03K GT000100
V05 HE U403210
70017789
3 2 5. 8
2 0 6. 2
3. 2 8
1. 0 9
1
-5. 9 1
1. 7 7
-3. 9 8
3. 0 0
1 2. 1
78
700
V03KR U000120
V02E DE442120
5007912
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
V 0 3L A N 0 0 0 1 9 0
V02E DE442120
14793221
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
V 0 3 LI E 0 0 0 0 6 0
V02E DE442120
9399755
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
V 0 3L P K 0 0 0 1 3 0
V02E DE442120
40778180
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
V 0 3L P K 0 0 0 1 4 0
V04 M O M037100
50278956
5 3 2. 4
1 5 9. 9
1. 9 8
0. 8 3
1
-4. 5 9
1. 6 4
-2. 8 2
2. 4 3
1 1. 7
62
933
V03 M OP000260
V02E DE442120
31902535
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
V 0 3 RI E 0 0 0 0 4 0
V07 M O G288020
6140607
5 3 8. 0
1 9 3. 1
2. 1 2
0. 5 8
1
-5. 3 5
4. 9 2
-4. 2 5
2. 9 9
1 4. 1
61
683
V03R O D000110
V02E DE442120
6937269
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
V 0 3SL E 0 0 0 0 9 0
V 0 2 RI V 4 2 5 0 2 0
44159840
4 0 6. 9
2 0 0. 9
2. 1 6
0. 7 4
1
-6. 0 2
3. 1 0
-3. 5 4
3. 6 1
1 4. 9
67
1497
V 0 3S PL 0 0 0 2 1 0
V02E DE442120
5101420
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
Fi n al v ersi o n
Ar e a ( m²)
c3
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
A 13
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
C at c h m e nt
Ass o ci at e d ga uge d c at c h m e nt
V 0 3ST E 0 0 0 2 4 0
V02E DE442120
V 0 3 V AL 0 0 0 2 2 0
S M max
S Meva p
c1
c2
c OF1
c OF2
cI F 1
cI F 2
C K OF
C KI F
C K BF
10519358
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
V02E DE442120
19542165
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
V03 WEE000230
V02E DE442120
24038269
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
V 0 3ZS B 0 0 0 1 7 0
V03P OE446000
37827245
4 0 2. 3
2 1 3. 4
3. 3 2
1. 1 5
1
-9. 5 7
3. 0 3
-5. 7 9
4. 9 8
1 2. 7
76
945
V03Z WS0 001 50
V02E DE442120
34937521
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
V 0 4 B ES 0 0 0 1 6 0
V06Z W A3 421 90
184850804
4 4 8. 2
1 6 8. 1
2. 1 1
1. 4 2
1
-3. 7 2
2. 1 0
-4. 1 2
2. 9 9
1 4. 3
60
707
V 0 4 B ES 0 0 0 1 7 0
W11BER551010
18766706
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V 0 4 B ES 0 0 0 1 8 0
W 0 8S A M R O N 0 0 0
67663418
5 0 2. 9
1 6 2. 7
1. 9 4
0. 5 2
1
-3. 8 0
2. 5 6
-3. 7 0
3. 0 0
1 3. 2
86
1324
V 0 4 B ES 0 0 0 1 8 5
W11BER551010
28326405
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V 0 4 B ES 0 0 0 1 9 0
V09 DE M136000
361066506
4 7 7. 6
2 6 0. 4
1. 9 3
0. 4 5
1
-5. 1 5
3. 0 3
-3. 9 5
2. 7 3
1 5. 0
56
1200
V 0 4 B ES 0 0 0 2 0 0
V07 M AR289015
180989113
4 1 0. 7
1 7 0. 8
2. 2 3
0. 9 2
1
-4. 5 9
5. 0 0
-4. 3 5
2. 8 9
1 0. 8
58
1155
V 0 4 B ES 0 0 0 2 1 0
W11BER551010
37352188
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V04 D UR000080
V 0 4 M OL 0 3 6 1 1 0
13115959
4 1 3. 6
2 4 8. 1
2. 1 6
0. 6 6
1
-9. 3 8
3. 1 5
-4. 5 5
4. 3 3
1 2. 4
29
1199
V04 D UR000090
V09 M OT144270
12911826
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
- 5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V 0 4L E D 0 0 0 0 4 5
V02E DE442120
10731840
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
V 0 4L E D B O R 0 4 0
V02E DE442120
33815271
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
V 0 4L O K 0 0 0 0 6 0
V09 M OT144270
12937291
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V04R UP000150
W 0 8S A M R O N 0 0 0
28627814
5 0 2. 9
1 6 2. 7
1. 9 4
0. 5 2
1
-3. 8 0
2. 5 6
-3. 7 0
3. 0 0
1 3. 2
86
1324
V 0 4S C H 0 0 0 0 0 0
V09 M OT144270
21348172
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V 0 4S C H 0 0 0 0 1 0
V09 HER163010
232467654
4 9 9. 4
1 6 8. 0
1. 9 7
0. 5 6
1
-6. 0 0
5. 0 0
-4. 0 3
3. 0 0
1 4. 7
59
916
V 0 4S C H 0 0 0 0 2 0
V03P OE446000
42342683
4 0 2. 3
2 1 3. 4
3. 3 2
1. 1 5
1
-9. 5 7
3. 0 3
-5. 7 9
4. 9 8
1 2. 7
76
945
V 0 4S C H 0 0 0 0 3 0
V 0 9 WI N 1 4 1 3 1 0
55558393
4 7 1. 3
1 6 5. 4
1. 9 9
0. 5 7
1
-4. 0 6
3. 5 6
- 4. 0 6
2. 9 0
1 0. 5
82
723
V 0 4S C H 0 0 0 0 7 0
V09 HER163010
97843094
4 9 9. 4
1 6 8. 0
1. 9 7
0. 5 6
1
-6. 0 0
5. 0 0
-4. 0 3
3. 0 0
1 4. 7
59
916
V 0 4 V LI 0 0 0 1 4 0
V09 M A N161040
65737530
4 1 8. 7
1 5 6. 7
1. 8 9
0. 7 1
1
-4. 2 3
4. 0 3
-3. 2 9
0. 8 3
1 3. 2
87
1050
V 0 4 Z EL 0 0 0 0 5 0
V 0 4 M OL 0 3 6 1 1 0
24207851
4 1 3. 6
2 4 8. 1
2. 1 6
0. 6 6
1
-9. 3 8
3. 1 5
-4. 5 5
4. 3 3
1 2. 4
29
1199
V 0 4 ZI E 0 0 0 1 2 0
V 0 4 M OL 0 3 6 1 1 0
52125854
4 1 3. 6
2 4 8. 1
2. 1 6
0. 6 6
1
-9. 3 8
3. 1 5
-4. 5 5
4. 3 3
1 2. 4
29
1199
V04Z W A0 001 30
V08B AR111370
20223736
4 0 9. 7
2 8 6. 7
2. 1 0
0. 6 5
1
-5. 9 3
0. 9 5
-3. 6 9
3. 0 0
1 5. 0
75
1223
V05 G A V000260
V05 HE U403210
137842273
3 2 5. 8
2 0 6. 2
3. 2 8
1. 0 9
1
-5. 9 1
1. 7 7
-3. 9 8
3. 0 0
1 2. 1
78
700
V 0 5 G EL 0 0 0 2 0 0
V05 HE U403210
47783349
3 2 5. 8
2 0 6. 2
3. 2 8
1. 0 9
1
-5. 9 1
1. 7 7
-3. 9 8
3. 0 0
1 2. 1
78
700
V05 HE U000220
V09 M OT144270
16883706
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
12.5
66
1198
V 0 5 L EI 0 0 0 1 9 0
V01KE M492060
108826195
4 2 6. 1
1 6 4. 2
2. 4 0
1. 7 6
1
-5. 1 3
4. 6 5
-2. 9 8
3. 0 0
1 4. 4
70
476
V 0 5 L EI 0 0 0 2 4 0
V09 M OT144270
21304814
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V 0 5 L EI 0 0 0 2 5 0
V09 M OT144270
29836282
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
A 14
Ar e a ( m²)
c3
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
C at c h m e nt
Ass o ci at e d ga uge d c at c h m e nt
V 0 5 L EI 0 0 0 2 8 0
V03P OE446000
V 0 5 L EI 0 0 0 2 9 0
S M max
S Meva p
c1
c2
c OF1
c OF2
cI F 1
cI F 2
C K OF
C KI F
C K BF
97730942
4 0 2. 3
2 1 3. 4
3. 3 2
1. 1 5
1
-9. 5 7
3. 0 3
-5. 7 9
4. 9 8
1 2. 7
76
945
V02E DE442120
47172616
4 3 2. 4
1 9 8. 3
2. 9 3
1. 0 4
1
-7. 8 9
6. 9 2
-5. 7 4
4. 9 6
1 3. 2
72
875
V 0 5 L EI 0 0 0 3 0 0
V 0 2 RI V 4 2 5 0 2 0
39155357
4 0 6. 9
2 0 0. 9
2. 1 6
0. 7 4
1
-6. 0 2
3. 1 0
-3. 5 4
3. 6 1
1 4. 9
67
1497
V 0 5 L EI 3 8 6 1 8 0
F 0 5 L EI 3 8 6 9 9 9
82706606
4 2 4. 0
2 3 3. 4
2. 1 1
0. 8 3
1
-5. 7 6
1. 9 2
-3. 6 1
3. 0 0
1 3. 9
46
883
V05 M A N000270
V 0 1SS V 4 9 9 1 4 0
13017615
4 3 1. 6
1 7 5. 3
2. 1 7
1. 0 9
1
-4. 5 3
5. 0 0
-3. 8 9
2. 9 8
1 2. 5
52
719
V 0 6 B EI 0 0 0 1 5 0
V07 M O G288020
19134016
5 3 8. 0
1 9 3. 1
2. 1 2
0. 5 8
1
-5. 3 5
4. 9 2
-4. 2 5
2. 9 9
1 4. 1
61
683
V06KBK000130
W 0 8S A M R O N 0 0 0
8261974
5 0 2. 9
1 6 2. 7
1. 9 4
0. 5 2
1
-3. 8 0
2. 5 6
-3. 7 0
3. 0 0
1 3. 2
86
1324
V06 M A A000170
V07 M O G288020
4955439
5 3 8. 0
1 9 3. 1
2. 1 2
0. 5 8
1
-5. 3 5
4. 9 2
-4. 2 5
2. 9 9
1 4. 1
61
683
V 0 6S C H 0 0 0 1 4 0
V 0 7 B EL 2 8 5 0 7 0
56084506
4 4 5. 8
2 1 6. 2
2. 1 2
0. 6 7
1
-5. 3 5
4. 5 2
-4. 9 5
4. 5 8
1 4. 3
63
1157
V 0 6S C H 0 0 0 1 8 0
W 0 8S A M R O N 0 0 0
87618176
5 0 2. 9
1 6 2. 7
1. 9 4
0. 5 2
1
-3. 8 0
2. 5 6
-3. 7 0
3. 0 0
1 3. 2
86
1324
V 0 6S C H 0 0 0 2 1 0
V05 HE U403210
81083174
3 2 5. 8
2 0 6. 2
3. 2 8
1. 0 9
1
-5. 9 1
1. 7 7
-3. 9 8
3. 0 0
1 2. 1
78
700
V 0 6S C H 0 0 0 2 2 0
V02 HER426010
77342171
4 7 4. 9
2 4 6. 1
2. 3 5
0. 7 8
1
-7. 4 8
4. 1 7
-4. 4 4
4. 3 5
1 0. 4
73
1318
V06Z W A0 002 00
V09 M OT144270
867129
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V 0 7 B EL 0 0 0 0 8 0
V 0 4 M OL 0 3 6 1 1 0
11538072
4 1 3. 6
2 4 8. 1
2. 1 6
0. 6 6
1
-9. 3 8
3. 1 5
-4. 5 5
4. 3 3
1 2. 4
29
1199
V07 DE N000025
V07 M O G288020
27908996
5 3 8. 0
1 9 3. 1
2. 1 2
0. 5 8
1
-5. 3 5
4. 9 2
-4. 2 5
2. 9 9
1 4. 1
61
683
V07 DE N000060
V01 M AR496120
73022161
3 9 6. 8
2 8 1. 0
3. 2 4
1. 1 4
1
-7. 3 2
4. 9 5
-5. 3 8
4. 9 9
1 3. 4
80
1068
V07 DE N000110
V05 HE U403210
97824902
3 2 5. 8
2 0 6. 2
3. 2 8
1. 0 9
1
-5. 9 1
1. 7 7
-3. 9 8
3. 0 0
1 2. 1
78
700
V07 GR A000090
V09 M OT144270
28283573
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V07 M OE000120
V07 M O G288020
8585990
5 3 8. 0
1 9 3. 1
2. 1 2
0. 5 8
1
-5. 3 5
4. 9 2
-4. 2 5
2. 9 9
1 4. 1
61
683
V 0 7 M OL 0 0 0 0 3 0
V08B AR111370
53711139
4 0 9. 7
2 8 6. 7
2. 1 0
0. 6 5
1
-5. 9 3
0. 9 5
-3. 6 9
3. 0 0
1 5. 0
75
1223
V 0 7 M OL 0 0 0 0 5 0
V07 M OE282100
52610014
3 5 0. 4
1 6 1. 8
3. 4 1
2. 2 2
1
-6. 6 7
1 0. 0 0
-5. 3 8
3. 6 1
1 6. 5
82
1340
V 0 7 M OL 0 0 0 1 3 0
V09 M OT144270
22215247
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V 0 7 W OL 0 0 0 0 4 0
V05 HE U403210
49430997
3 2 5. 8
2 0 6. 2
3. 2 8
1. 0 9
1
-5. 9 1
1. 7 7
-3. 9 8
3. 0 0
1 2. 1
78
700
V08 A AB000360
V01 M AR496120
60451204
3 9 6. 8
2 8 1. 0
3. 2 4
1. 1 4
1
-7. 3 2
4. 9 5
-5. 3 8
4. 9 9
1 3. 4
80
1068
V08 BEY000240
V09 M OT144270
6114323
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V08BR O000175
V07 M O G288020
6262734
5 3 8. 0
1 9 3. 1
2. 1 2
0. 5 8
1
-5. 3 5
4. 9 2
-4. 2 5
2. 9 9
1 4. 1
61
683
V08BR U000180
W11BER551010
16024099
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V 0 8 DIJ 0 0 0 4 3 0
V 0 4 M OL 0 3 6 1 1 0
16839367
4 1 3. 6
2 4 8. 1
2. 1 6
0. 6 6
1
-9. 3 8
3. 1 5
-4. 5 5
4. 3 3
1 2. 4
29
1199
V 0 8 DIJ 0 0 0 4 5 5
V09 M OT144270
9419886
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V08 DR O000230
V07 M O G288020
1754271
5 3 8. 0
1 9 3. 1
2. 1 2
0. 5 8
1
-5. 3 5
4. 9 2
-4. 2 5
2. 9 9
1 4. 1
61
683
V 0 8 GL A 0 0 0 4 5 0
V09 M OT144270
29900000
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V08 GR O000070
W11BER551010
13748809
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V 0 8 H AL 0 0 0 0 8 0
W11BER551010
10431011
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
Fi n al v ersi o n
Ar e a ( m²)
c3
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
A 15
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
C at c h m e nt
Ass o ci at e d ga uge d c at c h m e nt
V08 H AR000250
W11BER551010
V08 HER000120
S M max
S Meva p
c1
c2
c OF1
c OF2
cI F 1
cI F 2
C K OF
C KI F
C K BF
4183063
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V07 M O G288020
15606705
5 3 8. 0
1 9 3. 1
2. 1 2
0. 5 8
1
-5. 3 5
4. 9 2
-4. 2 5
2. 9 9
1 4. 1
61
683
V 0 8 L EI 0 0 0 4 2 0
V 0 4 M OL 0 3 6 1 1 0
61999329
4 1 3. 6
2 4 8. 1
2. 1 6
0. 6 6
1
-9. 3 8
3. 1 5
-4. 5 5
4. 3 3
1 2. 4
29
1199
V 0 8L O B 0 0 0 3 0 0
W11BER551010
1727027
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V 0 8L O T 0 0 0 1 1 0
W 0 8S A M R O N 0 0 0
16677869
5 0 2. 9
1 6 2. 7
1. 9 4
0. 5 2
1
-3. 8 0
2. 5 6
-3. 7 0
3. 0 0
1 3. 2
86
1324
V08 M A A000190
W11BER551010
25513368
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V08 M A A000320
V 0 7 B EL 2 8 5 0 7 0
41562062
4 4 5. 8
2 1 6. 2
2. 1 2
0. 6 7
1
-5. 3 5
4. 5 2
-4. 9 5
4. 5 8
1 4. 3
63
1157
V08 M AR000270
W11BER551010
2655242
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V08 MEC000390
V 0 4 M OL 0 3 6 1 1 0
2184480
4 1 3. 6
2 4 8. 1
2. 1 6
0. 6 6
1
-9. 3 8
3. 1 5
-4. 5 5
4. 3 3
1 2. 4
29
1199
V08 MEC000440
V 0 4 M OL 0 3 6 1 1 0
21167200
4 1 3. 6
2 4 8. 1
2. 1 6
0. 6 6
1
-9. 3 8
3. 1 5
-4. 5 5
4. 3 3
1 2. 4
29
1199
V08 M OB000090
V08B AR111370
52906589
4 0 9. 7
2 8 6. 7
2. 1 0
0. 6 5
1
-5. 9 3
0. 9 5
-3. 6 9
3. 0 0
1 5. 0
75
1223
V 0 8 M OJ 0 0 0 2 2 0
W11BER551010
24744883
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V08 NEE000140
V07 M O G288020
24418401
5 3 8. 0
1 9 3. 1
2. 1 2
0. 5 8
1
-5. 3 5
4. 9 2
-4. 2 5
2. 9 9
1 4. 1
61
683
V08P AR000210
V07 M O G288020
10526023
5 3 8. 0
1 9 3. 1
2. 1 2
0. 5 8
1
-5. 3 5
4. 9 2
-4. 2 5
2. 9 9
1 4. 1
61
683
V 0 8S AS 0 0 0 3 5 0
V09 M OT144270
11122038
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V 0 8ST A 0 0 0 0 6 0
V07 M O G288020
8939127
5 3 8. 0
1 9 3. 1
2. 1 2
0. 5 8
1
-5. 3 5
4. 9 2
-4. 2 5
2. 9 9
1 4. 1
61
683
V08T A N000290
W11BER551010
8645642
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V08T A N000330
W11BER551010
1728251
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V08T A N0003 40
W11BER551010
4308051
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V08T R A000280
W11BER551010
6403090
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V08 UKK000160
V09 M OT144270
16556510
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V 0 8 VI L 0 0 0 3 1 0
W11BER551010
2859650
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V 0 8 VL E 0 0 0 1 5 0
W11BER551010
4942825
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V08 V OR000170
W11BER551010
4176350
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V08 VR O000460
V10 M OP062140
125593344
4 2 6. 4
2 1 0. 6
2. 1 8
0. 6 9
1
-5. 9 8
0. 1 0
-4. 1 6
3. 0 0
1 0. 6
62
667
V08 V U N000435
V09 M OT144270
25988270
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V08 WEE000410
V09 M OT144270
68292349
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V 0 8 W OL 0 0 0 2 6 0
W11BER551010
46369269
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V 0 8 W OL B R U 2 0 0
V 0 9 WI N 1 4 1 3 1 0
49508996
4 7 1. 3
1 6 5. 4
1. 9 9
0. 5 7
1
-4. 0 6
3. 5 6
-4. 0 6
2. 9 0
1 0. 5
82
723
V08Z U U00 013 0
V 0 7 B EL 2 8 5 0 7 0
25927026
4 4 5. 8
2 1 6. 2
2. 1 2
0. 6 7
1
-5. 3 5
4. 5 2
-4. 9 5
4. 5 8
1 4. 3
63
1157
V 0 9 AL B 0 0 0 0 1 0
V09 M OT144270
9868911
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V 0 9 AL B 0 0 0 0 2 0
V09 M OT144270
678840
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V09BE G000160
V09 M OT144270
52288450
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
A 16
Ar e a ( m²)
c3
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
C at c h m e nt
Ass o ci at e d ga uge d c at c h m e nt
V09 DE M000030
V09 M A N161040
V09 DE M000050
S M max
S Meva p
c1
c2
c OF1
c OF2
cI F 1
cI F 2
C K OF
C KI F
C K BF
111804714
4 1 8. 7
1 5 6. 7
1. 8 9
0. 7 1
1
-4. 2 3
4. 0 3
-3. 2 9
0. 8 3
1 3. 2
87
1050
W11 O UR5805
17224252
4 7 2. 9
1 3 4. 8
2. 2 5
1. 6 5
1
-5. 8 9
4. 4 0
-3. 1 3
3. 0 0
1 1. 8
70
752
V09 DE M000070
W11BER551010
15263780
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V 0 9 GL A 0 0 0 2 4 0
V09 M OT144270
13893219
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V 0 9 H EI 0 0 0 2 9 0
V09 M OT144270
11779955
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V09 HER000060
V09 M OT144270
17904828
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V09 HER000075
V09 M OT144270
4063569
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V 0 9 H UL 0 0 0 1 7 0
V 0 4 M OL 0 3 6 1 1 0
10167667
4 1 3. 6
2 4 8. 1
2. 1 6
0. 6 6
1
-9. 3 8
3. 1 5
-4. 5 5
4. 3 3
1 2. 4
29
1199
V 0 9L A A 0 0 0 2 2 0
V09 M OT144270
4843899
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V 0 9 L EI 0 0 0 1 8 0
V09 M OT144270
2290158
4 7 3. 2
1 6 8. 3
1.95
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V 0 9L E U 0 0 0 1 5 5
V07 M O G288020
8272837
5 3 8. 0
1 9 3. 1
2. 1 2
0. 5 8
1
-5. 3 5
4. 9 2
-4. 2 5
2. 9 9
1 4. 1
61
683
V09 M A N000130
V09 M OT144270
2369062
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V09 M OT000260
V09 M OT144270
8633853
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V09 M O U000280
W11BER551010
4720981
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V09 OSS 0 002 30
V09 M OT144270
12017257
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V 0 9 V EL 0 0 0 1 1 0
V09 M OT144270
44224342
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V09 V O O000090
V09 M OT144270
14913966
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V09 V OS 00 020 0
V09 M OT144270
6343660
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V09 WER000250
V 0 4 M OL 0 3 6 1 1 0
3447994
4 1 3. 6
2 4 8. 1
2. 1 6
0. 6 6
1
-9. 3 8
3. 1 5
-4. 5 5
4. 3 3
1 2. 4
29
1199
V 0 9 WIJ 0 0 0 1 9 0
V09 M OT144270
6951100
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V 0 9 WI N 0 0 0 3 2 0
V09 M OT144270
17375263
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V09Z W A0 001 40
V09 M OT144270
24807586
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V09Z W A0 002 10
V10 M OP062140
19313232
4 2 6. 4
2 1 0. 6
2. 1 8
0. 6 9
1
-5. 9 8
0. 1 0
-4. 1 6
3. 0 0
1 0. 6
62
667
V 1 0 AL B 0 7 6 0 1 5
V10 G NE076999
24539871
4 3 6. 3
2 3 3. 7
1. 8 3
0. 5 4
1
-5. 9 5
2. 3 8
-3. 7 5
3. 0 0
1 3. 9
67
1623
V10BER000100
V09 M OT144270
28572454
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V10BEV000120
V10 M OP062140
26918434
4 2 6. 4
2 1 0. 6
2. 1 8
0. 6 9
1
-5. 9 8
0. 1 0
-4. 1 6
3. 0 0
1 0. 6
62
667
V 1 0 G ES 0 0 0 1 3 0
V09 M OT144270
42189781
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V10 G NE076010
V10 G NE076999
243532847
4 3 6. 3
2 3 3. 7
1. 8 3
0. 5 4
1
-5. 9 5
2. 3 8
-3. 7 5
3. 0 0
1 3. 9
67
1623
V10 G O O000080
V10 M OP062140
44302117
4 2 6. 4
210.6
2. 1 8
0. 6 9
1
-5. 9 8
0. 1 0
-4. 1 6
3. 0 0
1 0. 6
62
667
V 1 0 KL A 0 7 6 0 3 0
V10 G NE076999
54041574
4 3 6. 3
2 3 3. 7
1. 8 3
0. 5 4
1
-5. 9 5
2. 3 8
-3. 7 5
3. 0 0
1 3. 9
67
1623
V10KRE000110
V09 M A N161040
53928737
4 1 8. 7
1 5 6. 7
1. 8 9
0. 7 1
1
-4. 2 3
4. 0 3
-3. 2 9
0. 8 3
1 3. 2
87
1050
V 1 0 M OL 0 0 0 0 6 0
V09Z W A1 481 20
40694619
4 5 1. 6
1 5 8. 5
1. 8 2
0. 4 8
1
-5. 2 9
5. 0 0
-3. 5 9
2. 8 5
1 5. 0
50
725
V10 M OP000150
V10 M OP062140
32418924
4 2 6. 4
2 1 0. 6
2. 1 8
0. 6 9
1
-5. 9 8
0. 1 0
-4. 1 6
3. 0 0
1 0. 6
62
667
Fi n al v ersi o n
Ar e a ( m²)
c3
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
A 17
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
C at c h m e nt
Ass o ci at e d ga uge d c at c h m e nt
V10 NET000170
V10 M OP062140
V10 NET000180
S M max
S Meva p
c1
c2
c OF1
c OF2
cI F 1
cI F 2
C K OF
C KI F
C K BF
66664720
4 2 6. 4
2 1 0. 6
2. 1 8
0. 6 9
1
-5. 9 8
0. 1 0
-4. 1 6
3. 0 0
1 0. 6
62
667
V09 M A N161040
80302347
4 1 8. 7
1 5 6. 7
1. 8 9
0. 7 1
1
-4. 2 3
4. 0 3
-3. 2 9
0. 8 3
1 3. 2
87
1050
V 1 0 R OL 0 0 0 0 4 0
V09Z W A1 481 20
23571007
4 5 1. 6
1 5 8. 5
1. 8 2
0. 4 8
1
-5. 2 9
5. 0 0
-3. 5 9
2. 8 5
1 5. 0
50
725
V 1 0ST E 0 0 0 0 7 0
V09Z W A1 481 20
42571635
4 5 1. 6
1 5 8. 5
1. 8 2
0. 4 8
1
-5. 2 9
5. 0 0
-3. 5 9
2. 8 5
1 5. 0
50
725
V10T AP000160
V10 M OP062140
46191820
4 2 6. 4
2 1 0. 6
2. 1 8
0. 6 9
1
-5. 9 8
0. 1 0
-4. 1 6
3. 0 0
1 0. 6
62
667
V 1 0 WI M 0 0 0 0 9 0
V09 M OT144270
29330881
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
V 1 1 AL B 0 0 0 0 4 5
W11BER551010
44990800
3 2 1. 2
2 4 2. 1
2. 4 0
1. 0 1
1
-6. 0 4
6. 7 8
-4. 6 7
2. 5 9
1 4. 0
63
1224
V11 M A A508050
V10K NE052000
837912122
4 7 4. 6
2 0 2. 4
2. 1 0
1. 0 9
1
-6. 0 0
0. 7 8
-3. 0 9
3. 0 0
1 4. 1
56
1103
V11 V OE000010
V 0 9 V EL 1 4 5 1 0 0
59555900
4 1 5. 2
2 1 3. 4
2. 1 3
0. 6 3
1
-6. 5 1
5. 1 1
-4. 1 6
3. 8 0
9. 9
82
1498
V 1 1 WI L 5 0 8 0 5 5
V09 DE M136000
21849142
4 7 7. 6
2 6 0. 4
1. 9 3
0. 4 5
1
-5. 1 5
3. 0 3
-3. 9 5
2. 7 3
1 5. 0
56
1200
W 0 5L Y S 3 8 6 1 7 0
F 0 5 L EI 3 8 6 9 9 9
91812026
4 2 4. 0
2 3 3. 4
2. 1 1
0. 8 3
1
-5. 7 6
1. 9 2
-3. 6 1
3. 0 0
1 3. 9
46
883
W 06 B OS 325 09 5
F 06 B OS 3 250 01
256772308
4 3 5. 3
1 7 6. 4
1. 9 8
0. 5 4
1
-5. 6 5
2. 1 8
-3. 8 1
2. 8 7
1 2. 8
61
1060
W 06 B OS 325 10 5
F 06 B OS 3 250 01
226789872
4 3 5. 3
1 7 6. 4
1. 9 8
0. 5 4
1
-5. 6 5
2. 1 8
-3. 8 1
2. 8 7
1 2. 8
61
1060
W 06 B OS 325 11 5
F 06 B OS 3 250 01
111071545
4 3 5. 3
1 7 6. 4
1. 9 8
0. 5 4
1
-5. 6 5
2. 1 8
-3. 8 1
2. 8 7
1 2. 8
61
1060
W 0 6 H AI 3 2 5 0 8 0
F 06 B OS 3 250 01
275201697
4 3 5. 3
1 7 6. 4
1. 9 8
0. 5 4
1
-5. 6 5
2. 1 8
-3. 8 1
2. 8 7
1 2. 8
61
1060
W 0 6 H AI 3 2 5 0 8 5
F 06 B OS 3 250 01
241293103
4 3 5. 3
1 7 6. 4
1. 9 8
0. 5 4
1
-5. 6 5
2. 1 8
-3. 8 1
2. 8 7
1 2. 8
61
1060
W 0 6 H AI 3 2 5 0 9 0
F 06 B OS 3 250 01
273091288
4 3 5. 3
1 7 6. 4
1. 9 8
0. 5 4
1
-5. 6 5
2. 1 8
-3. 8 1
2. 8 7
1 2. 8
61
1060
W06 H AY000110
V05 HE U403210
64102892
3 2 5. 8
2 0 6. 2
3. 2 8
1. 0 9
1
-5. 9 1
1. 7 7
-3. 9 8
3. 0 0
1 2. 1
78
700
W06R H O000120
V09 M OT144270
7595336
4 7 3. 2
1 6 8. 3
1. 9 5
0. 7 8
1
-5. 0 2
4. 7 7
-3. 9 1
5. 0 3
1 2. 5
66
1198
W 0 7 D E NL E S 0 1 0
W07 DE N O VB005
271049169
4 5 7. 1
1 5 3. 8
1. 9 5
0. 4 6
1
-4. 6 9
1. 0 9
-3. 5 0
2. 8 7
1 2. 5
84
1086
W 0 7 D O CL ES 0 0 0
W07 DE N O VB005
127972527
4 5 7. 1
1 5 3. 8
1. 9 5
0. 4 6
1
-4. 6 9
1. 0 9
-3. 5 0
2. 8 7
1 2. 5
84
1086
W 0 7 D O RL ES 0 0 5
W07 DE N O VB005
196976608
4 5 7. 1
1 5 3. 8
1. 9 5
0. 4 6
1
-4. 6 9
1. 0 9
-3. 5 0
2. 8 7
1 2. 5
84
1086
W 0 8 H AI 0 0 0 0 5 0
V 0 7 B EL 2 8 5 0 7 0
80826978
4 4 5. 8
2 1 6. 2
2. 1 2
0. 6 7
1
-5. 3 5
4. 5 2
-4. 9 5
4. 5 8
1 4. 3
63
1157
W 0 8SE N 0 0 0 0 2 0
W 0 8S A M R O N 0 0 0
53081078
5 0 2. 9
1 6 2. 7
1. 9 4
0. 5 2
1
-3. 8 0
2. 5 6
-3. 7 0
3. 0 0
1 3. 2
86
1324
W 08ZE N 000 040
V07 M O G288020
19240238
5 3 8. 0
1 9 3. 1
2. 1 2
0. 5 8
1
-5. 3 5
4. 9 2
-4. 2 5
2. 9 9
1 4. 1
61
683
W 1 1J E K 5 5 3 0 1 0
W11 ME H5820
463411008
3 9 6. 7
1 6 9. 9
2. 0 4
0. 4 5
1
-5. 2 5
3. 1 3
-4. 2 5
2. 9 2
1 2. 4
82
1075
W11 M A A0030
W11 ME H5820
503217000
3 9 6. 7
1 6 9. 9
2. 0 4
0. 4 5
1
-5. 2 5
3. 1 3
-4. 2 5
2. 9 2
1 2. 4
82
1075
W11 M A A0040
W11 ME H5820
370820000
3 9 6. 7
1 6 9. 9
2. 0 4
0. 4 5
1
-5. 2 5
3. 1 3
-4. 2 5
2. 9 2
1 2. 4
82
1075
W 1 1S A M 0 0 0 0
W 0 8S A M R O N 0 0 0
178620000
5 0 2. 9
1 6 2. 7
1. 9 4
0. 5 2
1
-3. 8 0
2. 5 6
-3. 7 0
3. 0 0
1 3. 2
86
1324
A 18
Ar e a ( m²)
c3
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
A p p e n di x 3 Ijz er
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
A 19
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M P A R A M E T E R S F O R C A T C H M E N T " F 0 1I J Z 4 6 8 0 0 0" (I J Z E R)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt F 0 1I J Z 4 6 8 0 0 0 (I J z er)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt F 0 1I J Z 4 6 8 0 0 0 (I J z er)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A20
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
F 0 1I J Z 4 6 8 0 0 0
s u b c at c h m e nt _ ar e a [ m 2]
393007000
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 3 9 8. 4 2), (' S M e v a p', 2 0 6. 2 6), (' c 1', 2. 9 5), (' c 2', 1. 2), (' c 3', 1. 0), (' c O F 1', - 8. 4 8), (' c O F 2', 6. 2 1), (' cI F 1', - 4. 6 5), (' cI F 2', 5. 0), (' C Q O F', 1 3. 4), (' C KI F', 1 0 5. 2 3), (' C K B F', 1 8 0 7. 6 3)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 2 0 0 5 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
-3. 2 %
4 3. 8 %
-1 5. 2 %
NS
0. 6 0 5
0. 4 6 6
0. 5 6 3
N S _l o g
0. 5 2 2
-0. 6 2 9
0. 6 8 7
N S _r el
0. 0 9 1
0. 3 5 8
0. 1 7 9
K GE
0. 5 2 7
0. 3 8 5
0. 4 6 2
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
7. 5 %
2 6. 1 %
0. 6 %
NS
0. 6 9 8
0. 4 4 2
0. 7 3
N S _l o g
0. 5 2 9
-0. 2 3
0. 7 0 4
N S _r el
-0. 0 6 1
0. 0 6 1
0. 1 3 4
K GE
0. 6 5 9
0. 4 9 1
0. 6 8 5
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A21
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt F 0 1I J Z 4 6 8 0 0 0, st ati o n 4 6 8 1 0 1 0 2 - Ij z er; H ari n g e( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt F 0 1I J Z 4 6 8 0 0 0, st ati o n 4 6 8 1 0 1 0 2 - Ij z er; H ari n g e ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A22
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt F 0 1I J Z 4 6 8 0 0 0, st ati o n 4 6 8 1 0 1 0 2 - Ij z er; H ari n g e ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt F 0 1I J Z 4 6 8 0 0 0, st ati o n 4 6 8 1 0 1 0 2 - Ij z er; H ari n g e ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A23
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt F 0 1I J Z 4 6 8 0 0 0, st ati o n 4 6 8 1 0 1 0 2 - Ij z er; H ari n g e
Fi g ur e 8: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt F 0 1I J Z 4 6 8 0 0 0, st ati o n 4 6 8 1 0 1 0 2 - Ij z er; H ari n g e
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A24
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 9: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt F 0 1I J Z 4 6 8 0 0 0, st ati o n 4 6 8 1 0 1 0 2 - Ij z er; H ari n g e
Fi g ur e 1 0: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt F 0 1I J Z 4 6 8 0 0 0, st ati o n 4 6 8 1 0 1 0 2 - Ij z er; H ari n g e
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A25
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M PA RA METE RS F O R CAT C H ME NT " V 0 1 H A N 4 8 8 1 8 0" (I J Z ER)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt V 0 1 H A N 4 8 8 1 8 0 (I J z er)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt V 0 1 H A N 4 8 8 1 8 0 (I J z er)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A26
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
V 01 H A N488180
s u b c at c h m e nt _ ar e a [ m 2]
78558940
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 3 8 6. 0 4), (' S M e v a p', 1 9 8. 0), (' c 1', 2. 2 6), (' c 2', 1. 0 1), (' c 3', 1. 0), (' c O F 1', - 4. 2), (' c O F 2', 5. 0), (' cI F 1', - 5. 2 9), (' cI F 2', 2. 5 1), (' C Q O F', 1 2. 2 6), (' C KI F', 1 0 0. 0 9), (' C K B F', 8 3 6. 6 6)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 2 0 0 1 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
2. 0 %
9. 4 %
-1. 9 %
NS
0. 7 0 3
0. 5 3 4
0. 6 7
N S _l o g
0. 7 3 5
0. 5 2 6
0. 7 3 2
N S _r el
0. 5 6 5
0. 6 1 3
0. 7 1 1
K GE
0. 7 7 8
0. 6 2 8
0. 8 1 2
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
3. 5 %
1 4. 6 %
-0. 5 %
NS
0. 7 1 2
0. 5 0 6
0. 6 8 9
N S _l o g
0. 7 3 6
0. 4 5 7
0. 7 6 4
N S _r el
0. 5 0 8
0. 4 8 5
0. 7 1 1
K GE
0. 7 8 1
0. 6 4 3
0. 8 1 2
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A27
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 1 H A N 4 8 8 1 8 0, st ati o n 4 8 8 1 0 1 0 2 - Kr e k el b e e k; K ort e m ar k( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 1 H A N 4 8 8 1 8 0, st ati o n 4 8 8 1 0 1 0 2 - Kr e k el b e e k; K ort e m ar k ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A28
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 1 H A N 4 8 8 1 8 0, st ati o n 4 8 8 1 0 1 0 2 - Kr e k el b e e k; K ort e m ar k ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 1 H A N 4 8 8 1 8 0, st ati o n 4 8 8 1 0 1 0 2 - Kr e k el b e e k; K ort e m ar k ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A29
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 1 H A N 4 8 8 1 8 0, st ati o n 4 8 8 1 0 1 0 2 - Kr e k el b e e k; K ort e m ar k
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A30
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M PA RA METE RS F O R CAT C H ME NT " V 0 1I E P 4 9 5 0 8 0" (I J Z ER)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt V 0 1I E P 4 9 5 0 8 0 (I J z er)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt V 0 1I E P 4 9 5 0 8 0 (I J z er)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A31
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
V 0 1I E P 4 9 5 0 8 0
s u b c at c h m e nt _ ar e a [ m 2]
63423128
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 4 4 3. 3 3), (' S M e v a p', 1 6 4. 8 8), (' c 1', 1. 9 3), (' c 2', 0. 3 6), (' c 3', 1. 0), (' c O F 1', - 5. 5 8), (' c O F 2', 2. 8 2), (' cI F 1', - 3. 6 5), (' cI F 2', 3. 0), (' C Q O F', 1 3. 5 3), (' C KI F', 5 6. 2 6), (' C K B F', 1 2 0 7. 3 4)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 1 9 9 6 - 2 0 0 8)
F ull y e ar
S u m m er
Wi nt er
R el Err
-3. 6 %
1 1. 2 %
-1 5. 9 %
NS
0. 5 5 4
0. 5 5 1
0. 5 9 4
N S _l o g
0. 4 5 2
0. 1 1 7
0. 5 3 3
N S _r el
-7. 6 6 9
-2 6. 8 7 1
0. 7 1 3
K GE
0. 6 6 9
0. 6 5 4
0. 7 1 9
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
-2 7. 5 %
-5. 9 %
-4 1. 0 %
NS
0. 4 8 7
0. 5 8 8
0. 2 8 4
N S _l o g
0. 5 0 1
0. 3 0 1
0. 1 3 2
N S _r el
-3. 0 8 9
-1 1. 3 7
0. 5 2 9
K GE
0. 5 3 8
0. 6 4 8
0. 4 9 9
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A32
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 1I E P 4 9 5 0 8 0, st ati o n 4 9 5 1 0 1 0 2 - I e p erl e e; Z ui d s c h ot e( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 1I E P 4 9 5 0 8 0, st ati o n 4 9 5 1 0 1 0 2 - I e p erl e e; Z ui d s c h ot e ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A33
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 1I E P 4 9 5 0 8 0, st ati o n 4 9 5 1 0 1 0 2 - I e p erl e e; Z ui d s c h ot e ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 1I E P 4 9 5 0 8 0, st ati o n 4 9 5 1 0 1 0 2 - I e p erl e e; Z ui d s c h ot e ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A34
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 1I E P 4 9 5 0 8 0, st ati o n 4 9 5 1 0 1 0 2 - I e p erl e e; Z ui d s c h ot e
Fi g ur e 8: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 1I E P 4 9 5 0 8 0, st ati o n 4 9 5 1 0 1 0 2 - I e p erl e e; Z ui d s c h ot e
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A35
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 9: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 1I E P 4 9 5 0 8 0, st ati o n 4 9 5 1 0 1 0 2 - I e p erl e e; Z ui d s c h ot e
Fi g ur e 1 0: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 1I E P 4 9 5 0 8 0, st ati o n 4 9 5 1 0 1 0 2 - I e p erl e e; Z ui d s c h ot e
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A36
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M PA RA METE RS F O R CAT C H ME NT " V 0 1 K E M 4 9 2 0 6 0" (I J Z ER)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt V 0 1 K E M 4 9 2 0 6 0 (I J z er)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt V 0 1 K E M 4 9 2 0 6 0 (I J z er)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A37
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
V 01 K E M492060
s u b c at c h m e nt _ ar e a [ m 2]
73892930
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 4 2 6. 1 4), (' S M e v a p', 1 6 4. 1 9), (' c 1', 2. 4), (' c 2', 1. 7 6), (' c 3', 1. 0), (' c O F 1', - 5. 1 3), (' c O F 2', 4. 6 5), (' cI F 1', - 2. 9 8), (' cI F 2', 3. 0), (' C Q O F', 1 4. 4), (' C KI F', 6 9. 6 5), (' C K B F', 4 7 6. 1 8)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 2 0 0 1 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
2. 0 %
2 5. 3 %
-5. 7 %
NS
0. 5 7 5
0. 2 5 7
0. 6 0 4
N S _l o g
0. 4 8 4
0. 0 8 6
0. 4 9 6
N S _r el
-2 1. 5 7 2
-1 8. 6 8 3
-1. 0 5 1
K GE
0. 5 8 1
0. 3 0 1
0. 5 6 3
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
1 0. 5 %
3 3. 5 %
3. 9 %
NS
0. 5 6 2
0. 2 8 7
0. 5 8 7
N S _l o g
0. 4 8 1
0. 0 6 7
0. 5 3 8
N S _r el
-1 2. 1 9 5
-1 3. 0 7 9
-0. 1 2 6
K GE
0. 5 4 6
0. 3 5 6
0. 5 2 7
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A38
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 1 K E M 4 9 2 0 6 0, st ati o n 4 9 2 7 0 1 0 2 - K e m m el b e e k; B o e zi n g e( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 1 K E M 4 9 2 0 6 0, st ati o n 4 9 2 7 0 1 0 2 - K e m m el b e e k; B o e zi n g e ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A39
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 1 K E M 4 9 2 0 6 0, st ati o n 4 9 2 7 0 1 0 2 - K e m m el b e e k; B o e zi n g e ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 1 K E M 4 9 2 0 6 0, st ati o n 4 9 2 7 0 1 0 2 - K e m m el b e e k; B o e zi n g e ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A40
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 1 K E M 4 9 2 0 6 0, st ati o n 4 9 2 7 0 1 0 2 - K e m m el b e e k; B o e zi n g e
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A41
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M PA RA METE RS F O R CAT C H ME NT " V 0 1 M A R 4 9 6 1 2 0" (I J Z ER)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt V 0 1 M A R 4 9 6 1 2 0 (I J z er)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt V 0 1 M A R 4 9 6 1 2 0 (I J z er)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A42
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
V 01 M A R496120
s u b c at c h m e nt _ ar e a [ m 2]
76136621
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 3 9 6. 8 3), (' S M e v a p', 2 8 0. 9 5), (' c 1', 3. 2 4), (' c 2', 1. 1 4), (' c 3', 1. 0), (' c O F 1', - 7. 3 2), (' c O F 2', 4. 9 5), (' cI F 1', - 5. 3 8), (' cI F 2', 4. 9 9), (' C Q O F', 1 3. 4 4), (' C KI F', 8 0. 3 6), (' C K B F', 1 0 6 8. 0 9)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 2 0 0 1 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
-2. 0 %
2 1. 8 %
-6. 9 %
NS
0. 6 7 3
0. 4 0 7
0. 7 2 7
N S _l o g
0. 6 0 6
0. 1 8 5
0. 6 5 7
N S _r el
-2. 1 0 5
-2. 5 1 2
0. 3 3 3
K GE
0. 7 4 3
0. 5 8 5
0. 7 7 1
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
2. 8 %
1 3. 9 %
-1. 5 %
NS
0. 6 7 9
0. 4 5 1
0. 7 1 5
N S _l o g
0. 5 9 6
0. 2 8
0. 6 7
N S _r el
-6. 2 8
-2. 0 9 9
-0. 4 4 5
K GE
0. 7 3
0. 6 4
0. 7 7 5
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A43
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 1 M A R 4 9 6 1 2 0, st ati o n 4 9 6 1 0 1 0 2 - St. J a n s b e e k; M er k e m( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 1 M A R 4 9 6 1 2 0, st ati o n 4 9 6 1 0 1 0 2 - St. J a n s b e e k; M er k e m ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A44
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 1 M A R 4 9 6 1 2 0, st ati o n 4 9 6 1 0 1 0 2 - St. J a n s b e e k; M er k e m ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 1 M A R 4 9 6 1 2 0, st ati o n 4 9 6 1 0 1 0 2 - St. J a n s b e e k; M er k e m ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A45
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 1 M A R 4 9 6 1 2 0, st ati o n 4 9 6 1 0 1 0 2 - St. J a n s b e e k; M er k e m
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A46
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M PA RA METE RS F O R CAT C H ME NT " V 0 1 P O P 4 9 1 0 3 0" (I J Z ER)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt V 0 1 P O P 4 9 1 0 3 0 (I J z er)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt V 0 1 P O P 4 9 1 0 3 0 (I J z er)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A47
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
V 01 P O P491030
s u b c at c h m e nt _ ar e a [ m 2]
84868207
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 4 3 4. 2 2), (' S M e v a p', 1 8 2. 3 5), (' c 1', 2. 4), (' c 2', 0. 9 9), (' c 3', 1. 0), (' c O F 1', - 5. 2 1), (' c O F 2', 4. 4 3), (' cI F 1', - 3. 7 6), (' cI F 2', 3. 0), (' C Q O F', 1 1. 5 5), (' C KI F', 7 6. 3 9), (' C K B F', 4 4 9. 5 1)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 2 0 0 1 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
-1. 5 %
9. 2 %
-8. 8 %
NS
0. 5 8 4
0. 6 2 8
0. 6 1 6
N S _l o g
0. 6 1 8
0. 1 7 8
0. 6 7 6
N S _r el
-0. 5 0 7
0. 0 3 3
0. 5 4 5
K GE
0. 5 8 1
0. 5 0 5
0. 5 8 9
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
-1 4. 9 %
-2. 5 %
-1 8. 0 %
NS
0. 5 7 4
0. 5 5 8
0. 5 9 4
N S _l o g
0. 5 7 8
-0. 0 5 2
0. 6 6 1
N S _r el
-0. 1 4 4
0. 2 1
-0. 2 3 3
K GE
0. 5 5 2
0. 5 0 4
0. 5 8 2
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A48
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 1 P O P 4 9 1 0 3 0, st ati o n 4 9 1 1 0 1 0 2- P o p eri n g e v a art; O o st vl et er e n( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 1 P O P 4 9 1 0 3 0, st ati o n 4 9 1 1 0 1 0 2- P o p eri n g e v a art; O o st vl et er e n ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A49
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 1 P O P 4 9 1 0 3 0, st ati o n 4 9 1 1 0 1 0 2- P o p eri n g e v a art; O o st vl et er e n ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 1 P O P 4 9 1 0 3 0, st ati o n 4 9 1 1 0 1 0 2- P o p eri n g e v a art; O o st vl et er e n ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A50
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 1 P O P 4 9 1 0 3 0, st ati o n 4 9 1 1 0 1 0 2- P o p eri n g e v a art; O o st vl et er e n
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A51
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M PA RA METE RS F O R CAT C H ME NT " V 0 1 S S V 4 9 9 1 4 0" (I J Z ER)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt V 0 1 S S V 4 9 9 1 4 0 (I J z er)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt V 0 1 S S V 4 9 9 1 4 0 (I J z er)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A52
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
V 01 S S V499140
s u b c at c h m e nt _ ar e a [ m 2]
16095000
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 4 3 1. 5 7), (' S M e v a p', 1 7 5. 2 7), (' c 1', 2. 1 7), (' c 2', 1. 0 9), (' c 3', 1. 0), (' c O F 1', - 4. 5 3), (' c O F 2', 5. 0), (' cI F 1', - 3. 8 9), (' cI F 2', 2. 9 8), (' C Q O F', 1 2. 5 1), (' C KI F', 5 2. 4 5), (' C K B F', 7 1 9. 3 5)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 1 9 9 3 - 2 0 0 5)
F ull y e ar
S u m m er
Wi nt er
R el Err
0. 7 %
2. 3 %
-7. 9 %
NS
0. 6 0 7
0. 5 5 2
0. 6 4 9
N S _l o g
0. 6 1 9
0. 2 9 3
0. 7 2 9
N S _r el
0. 1 9 3
0. 6 2 5
0. 4 2
K GE
0. 5 4 7
0. 4 2 2
0. 5 4 6
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
-2. 4 %
-1 4. 9 %
-6. 9 %
NS
0. 5 9
0. 4 7 7
0. 6 4 4
N S _l o g
0. 6 0 1
0. 3 5 2
0. 6 7 7
N S _r el
0. 1 2 8
0. 5
0. 1 8 1
K GE
0. 5 3
0. 3 6 7
0. 5 4 8
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A53
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 1 S S V 4 9 9 1 4 0, st ati o n 4 9 9 1 0 1 0 2 - St e e n b e e k; M er k e m( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 1 S S V 4 9 9 1 4 0, st ati o n 4 9 9 1 0 1 0 2 - St e e n b e e k; M er k e m ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A54
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 1 S S V 4 9 9 1 4 0, st ati o n 4 9 9 1 0 1 0 2 - St e e n b e e k; M er k e m ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 1 S S V 4 9 9 1 4 0, st ati o n 4 9 9 1 0 1 0 2 - St e e n b e e k; M er k e m ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A55
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 1 S S V 4 9 9 1 4 0, st ati o n 4 9 9 1 0 1 0 2 - St e e n b e e k; M er k e m
Fi g ur e 8: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 1 S S V 4 9 9 1 4 0, st ati o n 4 9 9 1 0 1 0 2 - St e e n b e e k; M er k e m
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A56
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
A p p e n di x 4 Br u gs e P ol d ers
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
A 57
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M PA RA METE RS F O R CAT C H ME NT " V 0 2 E D E 4 4 2 1 2 0" ( B R U G S E P O L D E R S)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt V 0 2 E D E 4 4 2 1 2 0 ( Br u g s e P ol d er s)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt V 0 2 E D E 4 4 2 1 2 0 ( Br u g s e P ol d er s)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A58
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
V02 E D E442120
s u b c at c h m e nt _ ar e a [ m 2]
45489177
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 4 3 2. 4 4), (' S M e v a p', 1 9 8. 3 4), (' c 1', 2. 9 3), (' c 2', 1. 0 4), (' c 3', 1. 0), (' c O F 1', - 7. 8 9), (' c O F 2', 6. 9 2), (' cI F 1', - 5. 7 4), (' cI F 2', 4. 9 6), (' C Q O F', 1 3. 2 3), (' C KI F', 7 1. 8 5), (' C K B F', 8 7 5. 4 5)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 2 0 0 1 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
0. 9 %
-8. 3 %
5. 9 %
NS
0. 7 2 2
0. 6 1 7
0. 7 5 3
N S _l o g
0. 6 3 4
0. 5 8 7
0. 6 8 8
N S _r el
-4 4. 3 3 8
-1. 2 7 1
0. 2 2
K GE
0. 7 7 1
0. 5 2 2
0. 8 5 3
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
-5. 1 %
1 1. 9 %
-6. 0 %
NS
0. 7 2 5
0. 6 3 1
0. 7 3 7
N S _l o g
0. 5 9 2
0. 3 2 8
0. 6 3
N S _r el
-2 4. 3 0 6
-3. 8 7 5
-0. 9 9 2
K GE
0. 7 7 9
0. 5 6 5
0. 8 5 7
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A59
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 2 E D E 4 4 2 1 2 0, st ati o n 4 4 2 1 0 1 0 2 - M al d e g e m( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 2 E D E 4 4 2 1 2 0, st ati o n 4 4 2 1 0 1 0 2 - M al d e g e m ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A60
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 2 E D E 4 4 2 1 2 0, st ati o n 4 4 2 1 0 1 0 2 - M al d e g e m ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 2 E D E 4 4 2 1 2 0, st ati o n 4 4 2 1 0 1 0 2 - M al d e g e m ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A61
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 2 E D E 4 4 2 1 2 0, st ati o n 4 4 2 1 0 1 0 2 - M al d e g e m
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A62
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M PA RA METE RS F O R CAT C H ME NT " V 0 2 H E R 4 2 6 0 1 0" ( B R U G S E P O L D E R S)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt V 0 2 H E R 4 2 6 0 1 0 ( Br u g s e P ol d er s)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt V 0 2 H E R 4 2 6 0 1 0 ( Br u g s e P ol d er s)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A63
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
V02 H E R426010
s u b c at c h m e nt _ ar e a [ m 2]
77272201
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 4 7 4. 9), (' S M e v a p', 2 4 6. 0 5), (' c 1', 2. 3 5), (' c 2', 0. 7 8), (' c 3', 1. 0), (' c O F 1', - 7. 4 8), (' c O F 2', 4. 1 7), (' cI F 1', - 4. 4 4), (' cI F 2', 4. 3 5), (' C Q O F', 1 0. 3 7), (' C KI F', 7 2. 6 2), (' C K B F', 1 3 1 8. 3 1)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 2 0 0 1 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
-0. 2 %
3 2. 0 %
-1 0. 0 %
NS
0. 6 5 3
0. 5 7 1
0. 6 8 6
N S _l o g
0. 5 4 9
-0. 1 0 7
0. 7 0 9
N S _r el
-0. 0 3 7
0. 2 9 6
0. 2 2 7
K GE
0. 6 6 4
0. 4 7 6
0. 7 1 4
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
-4. 8 %
4 6. 3 %
-1 6. 5 %
NS
0. 6 6 2
0. 5 4 1
0. 6 8 5
N S _l o g
0. 5 9 5
0. 1 5 9
0. 6 7 1
N S _r el
-0. 8 7 4
-1. 3 5
0. 4 3 4
K GE
0. 6 5 8
0. 4 8 1
0. 6 8 5
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A64
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 2 H E R 4 2 6 0 1 0, st ati o n 4 2 6 1 0 1 0 2 - H ert s b er g e b e e k; O o st k a m p( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 2 H E R 4 2 6 0 1 0, st ati o n 4 2 6 1 0 1 0 2 - H ert s b er g e b e e k; O o st k a m p ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A65
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 2 H E R 4 2 6 0 1 0, st ati o n 4 2 6 1 0 1 0 2 - H ert s b er g e b e e k; O o st k a m p ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 2 H E R 4 2 6 0 1 0, st ati o n 4 2 6 1 0 1 0 2 - H ert s b er g e b e e k; O o st k a m p ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A66
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 2 H E R 4 2 6 0 1 0, st ati o n 4 2 6 1 0 1 0 2 - H ert s b er g e b e e k; O o st k a m p
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A67
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M PA RA METE RS F O R CAT C H ME NT " V 0 2 K E R 4 2 2 0 3 0" ( B R U G S E P O L D E R S)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt V 0 2 K E R 4 2 2 0 3 0 ( Br u g s e P ol d er s)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt V 0 2 K E R 4 2 2 0 3 0 ( Br u g s e P ol d er s)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A68
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
V02 K E R422030
s u b c at c h m e nt _ ar e a [ m 2]
62718738
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 3 7 9. 3 3), (' S M e v a p', 3 1 2. 6 4), (' c 1', 2. 7 1), (' c 2', 0. 9 9), (' c 3', 1. 0), (' c O F 1', - 8. 3 6), (' c O F 2', 0. 8 6), (' cI F 1', - 2. 8 9), (' cI F 2', 5. 0), (' C Q O F', 1 6. 5 9), (' C KI F', 6 7. 1 4), (' C K B F', 1 4 8 7. 4)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 1 9 9 5 - 2 0 0 7)
F ull y e ar
S u m m er
Wi nt er
R el Err
6 1 3. 5 %
7 2 4. 2 %
5 9 8. 4 %
NS
-5 3. 9 1 8
-7 3. 2 2 8
-6 9. 6 6 9
N S _l o g
-2. 3 3 1
-4. 6 0 6
-3. 6 8 6
N S _r el
-1 7 4. 4 3 1
-5 1. 0 2 7
-9 2 1. 9 7 1
K GE
-7. 6 9 9
-1 0. 3 5 2
-7. 4 3 7
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
5 5 8. 0 %
7 5 5. 3 %
5 2 1. 8 %
NS
-4 2. 6 5 8
-6 6. 1 0 5
-5 4. 2 2 7
N S _l o g
-1. 9 1 9
-4. 0 0 7
-3. 0 8 5
N S _r el
-1 4 6. 6 0 9
-1 0 9. 8 9 4
-4 8 7. 8 5
K GE
-6. 8 5 8
-9. 7 5 3
-6. 6 2 8
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A69
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 2 K E R 4 2 2 0 3 0, st ati o n 4 2 2 0 1 0 2 - K er k e b e e k, Si nt- Mi c hi el s( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 2 K E R 4 2 2 0 3 0, st ati o n 4 2 2 0 1 0 2 - K er k e b e e k, Si nt- Mi c hi el s ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A70
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 2 K E R 4 2 2 0 3 0, st ati o n 4 2 2 0 1 0 2 - K er k e b e e k, Si nt- Mi c hi el s ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 2 K E R 4 2 2 0 3 0, st ati o n 4 2 2 0 1 0 2 - K er k e b e e k, Si nt- Mi c hi el s ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A71
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 2 K E R 4 2 2 0 3 0, st ati o n 4 2 2 0 1 0 2 - K er k e b e e k, Si nt- Mi c hi el s
Fi g ur e 8: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 2 K E R 4 2 2 0 3 0, st ati o n 4 2 2 0 1 0 2 - K er k e b e e k, Si nt- Mi c hi el s
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A72
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 9: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 2 K E R 4 2 2 0 3 0, st ati o n 4 2 2 0 1 0 2 - K er k e b e e k, Si nt- Mi c hi el s
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A73
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M PA RA METE RS F O R CAT C H ME NT " V 0 2 RI V 4 2 5 0 2 0" ( B R U G S E P O L D E R S)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt V 0 2 RI V 4 2 5 0 2 0 ( Br u g s e P ol d er s)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt V 0 2 RI V 4 2 5 0 2 0 ( Br u g s e P ol d er s)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A74
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
V 0 2 RI V 4 2 5 0 2 0
s u b c at c h m e nt _ ar e a [ m 2]
63980423
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 4 0 6. 9 3), (' S M e v a p', 2 0 0. 9 2), (' c 1', 2. 1 6), (' c 2', 0. 7 4), (' c 3', 1. 0), (' c O F 1', - 6. 0 2), (' c O F 2', 3. 1), (' cI F 1', - 3. 5 4), (' cI F 2', 3. 6 1), (' C Q O F', 1 4. 8 7), (' C KI F', 6 6. 7 6), (' C K B F', 1 4 9 7. 4 1)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 2 0 0 1 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
-1. 5 %
3 0. 3 %
-1 3. 3 %
NS
0. 6 4 9
0. 5 1 8
0. 6 5 6
N S _l o g
0. 6 1 6
-0. 0 1
0. 7 2 9
N S _r el
-4. 9 2 2
0. 6 0 1
0. 6 3
K GE
0. 6 1 2
0. 4 4 3
0. 5 9 9
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
-6. 0 %
4 7. 0 %
-2 0. 3 %
NS
0. 6 3 9
0. 5 0 7
0. 6 2 4
N S _l o g
0. 5 5 2
0. 0 0 5
0. 6 4 4
N S _r el
-3. 4 1 8
-2. 0 1 3
0. 6 2 6
K GE
0. 5 9 1
0. 4 4 3
0. 5 6
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A75
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 2 RI V 4 2 5 0 2 0, st ati o n 4 2 5 1 0 1 0 2- Ri vi er b e e k; O o st k a m p( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 2 RI V 4 2 5 0 2 0, st ati o n 4 2 5 1 0 1 0 2- Ri vi er b e e k; O o st k a m p ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A76
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 2 RI V 4 2 5 0 2 0, st ati o n 4 2 5 1 0 1 0 2- Ri vi er b e e k; O o st k a m p ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 2 RI V 4 2 5 0 2 0, st ati o n 4 2 5 1 0 1 0 2- Ri vi er b e e k; O o st k a m p ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A77
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 2 RI V 4 2 5 0 2 0, st ati o n 4 2 5 1 0 1 0 2- Ri vi er b e e k; O o st k a m p
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A78
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
A p p e n di x 5 G e nts e K a n al e n
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
A 79
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M PA RA METE RS F O R CAT C H ME NT " V 0 3 P O E 4 4 6 0 0 0" ( G E N T S E K A N A L E N)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt V 0 3 P O E 4 4 6 0 0 0 ( G e nt s e K a n al e n)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt V 0 3 P O E 4 4 6 0 0 0 ( G e nt s e K a n al e n)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A80
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
V03 P O E446000
s u b c at c h m e nt _ ar e a [ m 2]
106836849
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 4 0 2. 3), (' S M e v a p', 2 1 3. 3 8), (' c 1', 3. 3 2), (' c 2', 1. 1 5), (' c 3', 1. 0), (' c O F 1', - 9. 5 7), (' c O F 2', 3. 0 3), (' cI F 1', - 5. 7 9), (' cI F 2', 4. 9 8), (' C Q O F', 1 2. 7 3), (' C KI F', 7 5. 9 6), (' C K B F', 9 4 5. 3 1)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 1 9 9 3 - 2 0 0 9)
F ull y e ar
S u m m er
Wi nt er
R el Err
-0. 5 %
1 6. 7 %
-4. 9 %
NS
0. 7 2 4
0. 5 7 9
0. 6 9 6
N S _l o g
0. 6 4 5
0. 3 3 8
0. 6 5 8
N S _r el
-5. 1 4 8
-3. 4 5 6
0. 1 3 7
K GE
0. 6 7 2
0. 5 6 5
0. 5 9 6
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
8. 1 %
4 9. 0 %
-2. 6 %
NS
0. 7 2 7
0. 5 0 2
0. 6 9 8
N S _l o g
0. 6 6 9
0. 3 3
0. 6 5 9
N S _r el
-2. 9 0 1
-2. 1 2 6
0. 1 7 8
K GE
0. 6 8 7
0. 5 1 6
0. 6 1 4
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A81
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 3 P O E 4 4 6 0 0 0, st ati o n 4 4 6 5 6 1 2 2 - P o e k e b e e k; N e v el e( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 3 P O E 4 4 6 0 0 0, st ati o n 4 4 6 5 6 1 2 2 - P o e k e b e e k; N e v el e ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A82
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 3 P O E 4 4 6 0 0 0, st ati o n 4 4 6 5 6 1 2 2 - P o e k e b e e k; N e v el e ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 3 P O E 4 4 6 0 0 0, st ati o n 4 4 6 5 6 1 2 2 - P o e k e b e e k; N e v el e ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A83
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 3 P O E 4 4 6 0 0 0, st ati o n 4 4 6 5 6 1 2 2 - P o e k e b e e k; N e v el e
Fi g ur e 8: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 3 P O E 4 4 6 0 0 0, st ati o n 4 4 6 5 6 1 2 2 - P o e k e b e e k; N e v el e
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A84
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 9: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 3 P O E 4 4 6 0 0 0, st ati o n 4 4 6 5 6 1 2 2 - P o e k e b e e k; N e v el e
Fi g ur e 1 0: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 3 P O E 4 4 6 0 0 0, st ati o n 4 4 6 5 6 1 2 2 - P o e k e b e e k; N e v el e
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A85
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
A p p e n di x 6 B e n e d e ns c h el d e
A 86
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M PA RA METE RS F O R CAT C H ME NT " V 0 4 M O L 0 3 6 1 1 0" ( B E N E D E N S C H E L D E)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt V 0 4 M O L 0 3 6 1 1 0 ( B e n e d e n s c h el d e)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt V 0 4 M O L 0 3 6 1 1 0 ( B e n e d e n s c h el d e)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A87
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
V04 M OL036110
s u b c at c h m e nt _ ar e a [ m 2]
32561957
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 4 1 3. 5 7), (' S M e v a p', 2 4 8. 0 6), (' c 1', 2. 1 6), (' c 2', 0. 6 6), (' c 3', 1. 0), (' c O F 1', - 9. 3 8), (' c O F 2', 3. 1 5), (' cI F 1', - 4. 5 5), (' cI F 2', 4. 3 3), (' C Q O F', 1 2. 4 4), (' C KI F', 2 8. 5 2), (' C K B F', 1 1 9 9. 1 5)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 2 0 0 1 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
-0. 5 %
2 7. 5 %
-1 3. 7 %
NS
0. 5 5 9
0. 5 4
0. 5 0 7
N S _l o g
0. 6 6 8
0. 2 9 3
0. 5 7 4
N S _r el
0. 7 4 2
0. 4 0 7
0. 7 7
K GE
0. 6 1 4
0. 5 9 7
0. 5 7
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
1 2. 5 %
8 5. 0 %
-9. 3 %
NS
0. 6 1 2
0. 3 5 8
0. 5 7 4
N S _l o g
0. 5 7
-0. 1 6 6
0. 6 1 9
N S _r el
-0. 7 0 8
-2. 3 3
0. 7 6 5
K GE
0. 7 0 4
0. 2 7 4
0. 6 8 7
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A88
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 4 M O L 0 3 6 1 1 0, st ati o n 3 6 1 0 1 0 2 - Kl ei n e M ol e n b e e k, Li e z el e( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 4 M O L 0 3 6 1 1 0, st ati o n 3 6 1 0 1 0 2 - Kl ei n e M ol e n b e e k, Li e z el e ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A89
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 4 M O L 0 3 6 1 1 0, st ati o n 3 6 1 0 1 0 2 - Kl ei n e M ol e n b e e k, Li e z el e ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 4 M O L 0 3 6 1 1 0, st ati o n 3 6 1 0 1 0 2 - Kl ei n e M ol e n b e e k, Li e z el e ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A90
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 4 M O L 0 3 6 1 1 0, st ati o n 3 6 1 0 1 0 2 - Kl ei n e M ol e n b e e k, Li e z el e
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A91
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M PA RA METE RS F O R CAT C H ME NT " V 0 4 M O M 0 3 7 1 0 0" ( B E N E D E N S C H E L D E)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt V 0 4 M O M 0 3 7 1 0 0 ( B e n e d e n s c h el d e)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt V 0 4 M O M 0 3 7 1 0 0 ( B e n e d e n s c h el d e)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A92
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
V04 M O M037100
s u b c at c h m e nt _ ar e a [ m 2]
67301328
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 5 3 2. 4 4), (' S M e v a p', 1 5 9. 8 9), (' c 1', 1. 9 8), (' c 2', 0. 8 3), (' c 3', 1. 0), (' c O F 1', - 4. 5 9), (' c O F 2', 1. 6 4), (' cI F 1', - 2. 8 2), (' cI F 2', 2. 4 2), (' C Q O F', 1 1. 6 5), (' C KI F', 6 2. 1 8), (' C K B F', 9 3 2. 6)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 2 0 0 1 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
1. 1 %
5 2. 4 %
-2 0. 2 %
NS
0. 6 7
0. 4 7 8
0. 5 4 5
N S _l o g
0. 6 5 3
0. 1 3 7
0. 5 9 6
N S _r el
0. 4 1 1
-0. 1 7 3
0. 8 0 1
K GE
0. 6 3 4
0. 4 8
0. 5 3 6
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
1 5. 6 %
8 2. 0 %
-1 1. 0 %
NS
0. 6 5 1
0. 2 0 4
0. 6 4 4
N S _l o g
0. 5 6 7
-0. 1 9 5
0. 7 4 3
N S _r el
-0. 4 3 1
-2. 0 7
0. 8 2 1
K GE
0. 6 4 2
0. 2 2 8
0. 5 8 8
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A93
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 4 M O M 0 3 7 1 0 0, st ati o n 3 7 1 0 1 0 2 - Gr ot e M ol e n b e e k, M al d er e n( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 4 M O M 0 3 7 1 0 0, st ati o n 3 7 1 0 1 0 2 - Gr ot e M ol e n b e e k, M al d er e n ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A94
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 4 M O M 0 3 7 1 0 0, st ati o n 3 7 1 0 1 0 2 - Gr ot e M ol e n b e e k, M al d er e n ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 4 M O M 0 3 7 1 0 0, st ati o n 3 7 1 0 1 0 2 - Gr ot e M ol e n b e e k, M al d er e n ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A95
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 4 M O M 0 3 7 1 0 0, st ati o n 3 7 1 0 1 0 2 - Gr ot e M ol e n b e e k, M al d er e n
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A96
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
A p p e n di x 7 L ei e
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
A 97
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M P A R A M E T E R S F O R C A T C H M E N T " F 0 5 L EI 3 8 6 9 9 9" ( L EI E B E K K E N)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt F 0 5 L EI 3 8 6 9 9 9 ( L ei e b e k k e n)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt F 0 5 L EI 3 8 6 9 9 9 ( L ei e b e k k e n)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A98
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
F 0 5 L EI 3 8 6 9 9 9
s u b c at c h m e nt _ ar e a [ m 2]
2981779554
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 4 2 4. 0), (' S M e v a p', 2 3 3. 4 4), (' c 1', 2. 1 1), (' c 2', 0. 8 3), (' c 3', 1. 0), (' c O F 1', - 5. 7 6), (' c O F 2', 1. 9 2), (' cI F 1', - 3. 6 1), (' cI F 2', 3. 0), (' C Q O F', 1 3. 8 9), (' C KI F', 4 6. 1 4), (' C K B F', 8 8 3. 1 9)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 2 0 0 1 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
-1. 3 %
9. 5 %
-1 0. 4 %
NS
0. 7 9 4
0. 6 9 5
0. 7 4 9
N S _l o g
0. 8 0 3
0. 5 3 7
0. 8 4 6
N S _r el
0. 7 9 6
0. 6 4 4
0. 8 9 8
K GE
0. 7 4 6
0. 7 2
0. 6 6 3
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
-0. 6 %
1 1. 0 %
-8. 3 %
NS
0. 8
0. 6 8 5
0. 7 4 8
N S _l o g
0. 8 1 4
0. 5 3 1
0. 8 4 5
N S _r el
0. 8 0 2
0. 6 3 7
0. 8 9 3
K GE
0. 7 5 2
0. 7 2 7
0. 6 7 1
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A99
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt F 0 5 L EI 3 8 6 9 9 9, st ati o n u n k o w n( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt F 0 5 L EI 3 8 6 9 9 9, st ati o n u n k o w n ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A100
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt F 0 5 L EI 3 8 6 9 9 9, st ati o n u n k o w n ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt F 0 5 L EI 3 8 6 9 9 9, st ati o n u n k o w n ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A101
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt F 0 5 L EI 3 8 6 9 9 9, st ati o n u n k o w n
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A102
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M PA RA METE RS F O R CAT C H ME NT " V 0 5 H E U 4 0 3 2 1 0" ( L EI E B E K K E N)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt V 0 5 H E U 4 0 3 2 1 0 ( L ei e b e k k e n)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt V 0 5 H E U 4 0 3 2 1 0 ( L ei e b e k k e n)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A103
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
V05 H E U403210
s u b c at c h m e nt _ ar e a [ m 2]
91912331
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 3 2 5. 8 5), (' S M e v a p', 2 0 6. 1 6), (' c 1', 3. 2 8), (' c 2', 1. 0 9), (' c 3', 1. 0), (' c O F 1', - 5. 9 1), (' c O F 2', 1. 7 7), (' cI F 1', - 3. 9 8), (' cI F 2', 3. 0), (' C Q O F', 1 2. 0 9), (' C KI F', 7 7. 6 9), (' C K B F', 7 0 0. 1 3)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 2 0 0 1 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
-2. 9 %
1 7. 8 %
-8. 4 %
NS
0. 7 6 1
0. 7 3 5
0. 7 0 8
N S _l o g
0. 6 6 2
0. 3 1 8
0. 7 0 4
N S _r el
-2 7. 6 8
-4 7. 7 1 6
0. 6 3 4
K GE
0. 6 9 8
0. 6 7 2
0. 6 0 6
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
-6. 0 %
1. 6 %
-8. 9 %
NS
0. 7 5
0. 7 0 6
0. 7 0 7
N S _l o g
0. 6 2 3
0. 2 4 2
0. 7 2 4
N S _r el
-9. 2 3 5
-1 9. 0 4 5
0. 7 0 5
K GE
0. 6 8 3
0. 7 4 2
0. 6 2 1
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A104
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 5 H E U 4 0 3 2 1 0, st ati o n 4 0 3 1 0 1 0 2 - H e ul e b e e k; H e ul e( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 5 H E U 4 0 3 2 1 0, st ati o n 4 0 3 1 0 1 0 2 - H e ul e b e e k; H e ul e ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A105
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 5 H E U 4 0 3 2 1 0, st ati o n 4 0 3 1 0 1 0 2 - H e ul e b e e k; H e ul e ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 5 H E U 4 0 3 2 1 0, st ati o n 4 0 3 1 0 1 0 2 - H e ul e b e e k; H e ul e ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A106
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 5 H E U 4 0 3 2 1 0, st ati o n 4 0 3 1 0 1 0 2 - H e ul e b e e k; H e ul e
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A107
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M PA RA METE RS F O R CAT C H ME NT " V 0 5 M A N 4 0 1 2 3 0" ( L EI E B E K K E N)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt V 0 5 M A N 4 0 1 2 3 0 ( L ei e b e k k e n)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt V 0 5 M A N 4 0 1 2 3 0 ( L ei e b e k k e n)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A108
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
V05 M A N401230
s u b c at c h m e nt _ ar e a [ m 2]
258441818
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 4 4 0. 5 3), (' S M e v a p', 1 7 7. 6 1), (' c 1', 2. 0 7), (' c 2', 0. 9 5), (' c 3', 1. 0), (' c O F 1', - 4. 4 9), (' c O F 2', 4. 9 7), (' cI F 1', - 3. 2 4), (' cI F 2', 3. 0), (' C Q O F', 1 2. 6 9), (' C KI F', 4 8. 9 9), (' C K B F', 7 6 3. 4 1)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 1 9 8 3 - 1 9 9 5)
F ull y e ar
S u m m er
Wi nt er
R el Err
0. 5 %
2 6. 1 %
-1 7. 6 %
NS
0. 7 4 8
0. 6 8 6
0. 7 0 2
N S _l o g
0. 7 5 7
0. 5 5 3
0. 7 4 7
N S _r el
0. 1 2 4
0. 6 0 5
0. 7 0 3
K GE
0. 6 9
0. 6 9
0. 6 1 2
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
-2. 7 %
3 3. 7 %
-2 2. 2 %
NS
0. 7 1
0. 5 5 6
0. 6 4 9
N S _l o g
0. 6 1 9
0. 0 9 6
0. 6 2 9
N S _r el
-0. 9 4 7
-2. 1 1 4
0. 5 2 3
K GE
0. 7 0 3
0. 5 3 5
0. 6 1 2
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A109
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 5 M A N 4 0 1 2 3 0, st ati o n 4 0 1 1 0 1 0 2 - M a n d el; O o str o z e b e k e( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 5 M A N 4 0 1 2 3 0, st ati o n 4 0 1 1 0 1 0 2 - M a n d el; O o str o z e b e k e ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A110
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 5 M A N 4 0 1 2 3 0, st ati o n 4 0 1 1 0 1 0 2 - M a n d el; O o str o z e b e k e ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 5 M A N 4 0 1 2 3 0, st ati o n 4 0 1 1 0 1 0 2 - M a n d el; O o str o z e b e k e ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A111
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 5 M A N 4 0 1 2 3 0, st ati o n 4 0 1 1 0 1 0 2 - M a n d el; O o str o z e b e k e
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A112
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
A p p e n di x 8 B o v e ns c h el d e
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
A 113
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M PA RA METE RS F O R CAT C H ME NT " F 0 6 B O S 3 2 5 0 0 1" ( B O V E N S C H E L D E)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt F 0 6 B O S 3 2 5 0 0 1 ( B o v e n s c h el d e)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt F 0 6 B O S 3 2 5 0 0 1 ( B o v e n s c h el d e)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A114
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
F06 B O S325001
s u b c at c h m e nt _ ar e a [ m 2]
5217586196
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 4 3 5. 3), (' S M e v a p', 1 7 6. 4 4), (' c 1', 1. 9 8), (' c 2', 0. 5 4), (' c 3', 1. 0), (' c O F 1', - 5. 6 5), (' c O F 2', 2. 1 8), (' cI F 1', - 3. 8 1), (' cI F 2', 2. 8 7), (' C Q O F', 1 2. 7 7), (' C KI F', 6 1. 4), (' C K B F', 1 0 6 0. 4 5)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 2 0 0 2 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
-4. 5 %
1 4. 9 %
-1 6. 4 %
NS
0. 7 1 8
0. 2 1 7
0. 6 9 6
N S _l o g
0. 6 2 6
0. 0 0 6
0. 7 3 3
N S _r el
0. 6 7 4
-0. 1 4 4
0. 8 3 6
K GE
0. 7 0 9
0. 6 0 9
0. 6 4 4
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
-5. 3 %
1 3. 8 %
-1 6. 7 %
NS
0. 7 1 9
0. 2 9 8
0. 6 9 3
N S _l o g
0. 6 3 7
0. 0 5 4
0. 7 3 2
N S _r el
0. 6 7 7
-0. 0 2 9
0. 8 3 5
K GE
0. 7 0 3
0. 6 2 2
0. 6 4
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A115
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt F 0 6 B O S 3 2 5 0 0 1, st ati o n u n k o w n( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt F 0 6 B O S 3 2 5 0 0 1, st ati o n u n k o w n ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A116
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt F 0 6 B O S 3 2 5 0 0 1, st ati o n u n k o w n ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt F 0 6 B O S 3 2 5 0 0 1, st ati o n u n k o w n ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A117
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt F 0 6 B O S 3 2 5 0 0 1, st ati o n u n k o w n
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A118
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M PA RA METE RS F O R CAT C H ME NT " V 0 6 M A A 3 4 7 1 6 0" ( B O V E N S C H E L D E)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt V 0 6 M A A 3 4 7 1 6 0 ( B o v e n s c h el d e)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt V 0 6 M A A 3 4 7 1 6 0 ( B o v e n s c h el d e)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A119
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
V06 M A A347160
s u b c at c h m e nt _ ar e a [ m 2]
48678191
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 5 2 4. 5), (' S M e v a p', 1 7 5. 3 6), (' c 1', 2. 3 1), (' c 2', 0. 9), (' c 3', 1. 0), (' c O F 1', - 3. 5 8), (' c O F 2', 3. 6 7), (' cI F 1', - 6. 0), (' cI F 2', 3. 0), (' C Q O F', 1 2. 2 5), (' C KI F', 6 2. 5 8), (' C K B F', 6 7 3. 1 4)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 2 0 0 1 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
-0. 4 %
1 4. 0 %
-1 2. 6 %
NS
0. 5 8
0. 3 4 6
0. 5 7 2
N S _l o g
nan
nan
0. 1 3 8
N S _r el
-i nf
-i nf
0. 6 4 4
K GE
0. 6 5 5
0. 4 9 9
0. 6 1 3
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
-1 7. 5 %
-2. 8 %
-2 5. 6 %
NS
0. 5 5
0. 3 9 8
0. 5 2 1
N S _l o g
nan
nan
-0. 2 9 4
N S _r el
-i nf
-i nf
0. 4 8 7
K GE
0. 6 1 5
0. 6 4 3
0. 5 6 5
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A120
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 6 M A A 3 4 7 1 6 0, st ati o n 3 4 7 1 0 1 0 2 - M a ar k e b e e k; Eti k h o v e( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 6 M A A 3 4 7 1 6 0, st ati o n 3 4 7 1 0 1 0 2 - M a ar k e b e e k; Eti k h o v e ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A121
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 6 M A A 3 4 7 1 6 0, st ati o n 3 4 7 1 0 1 0 2 - M a ar k e b e e k; Eti k h o v e ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 6 M A A 3 4 7 1 6 0, st ati o n 3 4 7 1 0 1 0 2 - M a ar k e b e e k; Eti k h o v e ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A122
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 6 M A A 3 4 7 1 6 0, st ati o n 3 4 7 1 0 1 0 2 - M a ar k e b e e k; Eti k h o v e
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A123
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M PA RA METE RS F O R CAT C H ME NT " V 0 6 Z W A 3 4 2 1 9 0" ( B O V E N S C H E L D E)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt V 0 6 Z W A 3 4 2 1 9 0 ( B o v e n s c h el d e)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt V 0 6 Z W A 3 4 2 1 9 0 ( B o v e n s c h el d e)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A124
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
V06Z W A342190
s u b c at c h m e nt _ ar e a [ m 2]
112117540
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 4 4 8. 2 5), (' S M e v a p', 1 6 8. 1 4), (' c 1', 2. 1 1), (' c 2', 1. 4 2), (' c 3', 1. 0), (' c O F 1', - 3. 7 2), (' c O F 2', 2. 1), (' cI F 1', - 4. 1 2), (' cI F 2', 2. 9 9), (' C Q O F', 1 4. 3 4), (' C KI F', 5 9. 7), (' C K B F', 7 0 7. 3 7)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 2 0 0 0 - 2 0 1 2)
F ull y e ar
S u m m er
Wi nt er
R el Err
-1. 0 %
2 3. 6 %
-1 3. 9 %
NS
0. 4 8 9
0. 3 8 6
0. 3 6 6
N S _l o g
0. 6 1 7
0. 2 3 8
0. 5 9 1
N S _r el
0. 6 7
0. 6 1 9
0. 7 7 3
K GE
0. 4 2 9
0. 3 7 4
0. 2 8 4
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
2. 3 %
8. 5 %
-8. 2 %
NS
0. 4 5 5
0. 2 3 6
0. 3 9 5
N S _l o g
0. 4 8 7
0. 1 2 8
0. 5 7 3
N S _r el
-3 2. 2 9 5
-6. 0 5 7
0. 6 9 4
K GE
0. 4 3 7
0. 2 8 7
0. 3 4 2
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A125
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 6 Z W A 3 4 2 1 9 0, st ati o n 3 4 2 1 0 1 0 2 - Z w al m; N e d er z w al m( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 6 Z W A 3 4 2 1 9 0, st ati o n 3 4 2 1 0 1 0 2 - Z w al m; N e d er z w al m ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A126
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 6 Z W A 3 4 2 1 9 0, st ati o n 3 4 2 1 0 1 0 2 - Z w al m; N e d er z w al m ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 6 Z W A 3 4 2 1 9 0, st ati o n 3 4 2 1 0 1 0 2 - Z w al m; N e d er z w al m ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A127
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 6 Z W A 3 4 2 1 9 0, st ati o n 3 4 2 1 0 1 0 2 - Z w al m; N e d er z w al m
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A128
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M PA RA METE RS F O R CAT C H ME NT " W 0 6 R H O L 5 4 1 0 0" ( B O V E N S C H E L D E)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt W 0 6 R H O L 5 4 1 0 0 ( B o v e n s c h el d e)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt W 0 6 R H O L 5 4 1 0 0 ( B o v e n s c h el d e)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A129
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
W06 R H OL54100
s u b c at c h m e nt _ ar e a [ m 2]
161928446
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 4 8 2. 8 8), (' S M e v a p', 1 5 6. 5 9), (' c 1', 1. 9 6), (' c 2', 0. 4 7), (' c 3', 1. 0), (' c O F 1', - 3. 7 9), (' c O F 2', 2. 7 1), (' cI F 1', - 3. 4 3), (' cI F 2', 2. 0 6), (' C Q O F', 1 1. 9 2), (' C KI F', 8 8. 2 5), (' C K B F', 7 3 9. 9 8)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 2 0 0 1 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
-0. 9 %
5 0. 4 %
-2 7. 1 %
NS
0. 5 5 5
0. 2 2 8
0. 5 3
N S _l o g
0. 3 8 3
-0. 6 0 3
0. 4 9 7
N S _r el
-0. 6 8 8
-1. 7 0 1
0. 7 7 4
K GE
0. 5 7 4
0. 1 1
0. 4 6 7
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
-1. 2 %
4 8. 0 %
-2 6. 8 %
NS
0. 5 5 1
0. 2 4 4
0. 5 2 8
N S _l o g
0. 3 9 8
-0. 5 2
0. 5
N S _r el
-0. 6 7
-1. 7 3 8
0. 7 8 1
K GE
0. 5 6 6
0. 1 4 9
0. 4 6 3
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A130
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt W 0 6 R H O L 5 4 1 0 0, st ati o n L 5 4 1 2 A m o u gi e s - R h o s n e s( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt W 0 6 R H O L 5 4 1 0 0, st ati o n L 5 4 1 2 A m o u gi e s - R h o s n e s ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A131
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt W 0 6 R H O L 5 4 1 0 0, st ati o n L 5 4 1 2 A m o u gi e s - R h o s n e s ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt W 0 6 R H O L 5 4 1 0 0, st ati o n L 5 4 1 2 A m o u gi e s - R h o s n e s ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A132
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt W 0 6 R H O L 5 4 1 0 0, st ati o n L 5 4 1 2 A m o u gi e s - R h o s n e s
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A133
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
A p p e n di x 9 D e n d er
A 134
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M PA RA METE RS F O R CAT C H ME NT " V 0 7 B E L 2 8 5 0 7 0" ( D E N D E R B E K K E N)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt V 0 7 B E L 2 8 5 0 7 0 ( D e n d er b e k k e n)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt V 0 7 B E L 2 8 5 0 7 0 ( D e n d er b e k k e n)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A135
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
V07 B EL285070
s u b c at c h m e nt _ ar e a [ m 2]
88641710
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 4 4 5. 7 7), (' S M e v a p', 2 1 6. 2 1), (' c 1', 2. 1 2), (' c 2', 0. 6 7), (' c 3', 1. 0), (' c O F 1', - 5. 3 5), (' c O F 2', 4. 5 2), (' cI F 1', - 4. 9 5), (' cI F 2', 4. 5 8), (' C Q O F', 1 4. 2 8), (' C KI F', 6 2. 7 3), (' C K B F', 1 1 5 6. 9 9)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 2 0 0 1 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
1. 1 %
1 0. 1 %
-5. 9 %
NS
0. 7 0 7
0. 5 1 9
0. 7
N S _l o g
0. 6 9 9
0. 4 3 5
0. 6 8
N S _r el
0. 7 3
0. 6 1 7
0. 8
K GE
0. 7 7 3
0. 4 9 3
0. 7 5 8
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
-6. 1 %
1 3. 7 %
-1 1. 9 %
NS
0. 6 0 1
0. 4 7
0. 5 8 1
N S _l o g
0. 6 0 5
0. 2 9 1
0. 5 9 4
N S _r el
-4 2. 6 2
-1 5. 3 4
0. 5 5 1
K GE
0. 6 6 9
0. 4 7 2
0. 6 8 4
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A136
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 7 B E L 2 8 5 0 7 0, st ati o n 2 8 5 1 0 1 0 2 - B ell e b e e k, E s s e n e( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 7 B E L 2 8 5 0 7 0, st ati o n 2 8 5 1 0 1 0 2 - B ell e b e e k, E s s e n e ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A137
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 7 B E L 2 8 5 0 7 0, st ati o n 2 8 5 1 0 1 0 2 - B ell e b e e k, E s s e n e ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 7 B E L 2 8 5 0 7 0, st ati o n 2 8 5 1 0 1 0 2 - B ell e b e e k, E s s e n e ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A138
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 7 B E L 2 8 5 0 7 0, st ati o n 2 8 5 1 0 1 0 2 - B ell e b e e k, E s s e n e
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A139
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M PA RA METE RS F O R CAT C H ME NT " V 0 7 M A R 2 8 9 0 1 5" ( D E N D E R B E K K E N)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt V 0 7 M A R 2 8 9 0 1 5 ( D e n d er b e k k e n)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt V 0 7 M A R 2 8 9 0 1 5 ( D e n d er b e k k e n)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A140
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
V07 M A R289015
s u b c at c h m e nt _ ar e a [ m 2]
173908791
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 4 1 0. 7 4), (' S M e v a p', 1 7 0. 8 4), (' c 1', 2. 2 3), (' c 2', 0. 9 2), (' c 3', 1. 0), (' c O F 1', - 4. 5 9), (' c O F 2', 5. 0), (' cI F 1', - 4. 3 5), (' cI F 2', 2. 8 9), (' C Q O F', 1 0. 7 9), (' C KI F', 5 8. 4), (' C K B F', 1 1 5 4. 7 7)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 2 0 0 1 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
0. 4 %
3 1. 0 %
-1 4. 5 %
NS
0. 6 8 8
0. 0 1 7
0. 7 1 7
N S _l o g
0. 5 3 2
-0. 3 3 8
0. 6 7
N S _r el
-0. 1 2 4
-0. 4 8 8
0. 7 2 8
K GE
0. 7 7 1
0. 3 1 9
0. 7 6 1
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
8. 4 %
5 2. 1 %
-1 2. 1 %
NS
0. 6 9 4
0. 3 3 8
0. 7 1 7
N S _l o g
0. 4 8 2
-0. 1 6 9
0. 6 7 9
N S _r el
-1 7. 0 6
-3 2. 5 8 5
0. 4 7 9
K GE
0. 7 5 5
0. 3 6 3
0. 7 5 6
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A141
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 7 M A R 2 8 9 0 1 5, st ati o n 2 8 9 7 0 1 0 2 - M ar k e, Vi a n e( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 7 M A R 2 8 9 0 1 5, st ati o n 2 8 9 7 0 1 0 2 - M ar k e, Vi a n e ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A142
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 7 M A R 2 8 9 0 1 5, st ati o n 2 8 9 7 0 1 0 2 - M ar k e, Vi a n e ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 7 M A R 2 8 9 0 1 5, st ati o n 2 8 9 7 0 1 0 2 - M ar k e, Vi a n e ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A143
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 7 M A R 2 8 9 0 1 5, st ati o n 2 8 9 7 0 1 0 2 - M ar k e, Vi a n e
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A144
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M PA RA METE RS F O R CAT C H ME NT " V 0 7 M O E 2 8 2 1 0 0" ( D E N D E R B E K K E N)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt V 0 7 M O E 2 8 2 1 0 0 ( D e n d er b e k k e n)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt V 0 7 M O E 2 8 2 1 0 0 ( D e n d er b e k k e n)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A145
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
V07 M O E282100
s u b c at c h m e nt _ ar e a [ m 2]
46367171
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 3 5 0. 3 9), (' S M e v a p', 1 6 1. 7 6), (' c 1', 3. 4 1), (' c 2', 2. 2 2), (' c 3', 1. 0), (' c O F 1', - 6. 6 7), (' c O F 2', 1 0. 0), (' cI F 1', - 5. 3 8), (' cI F 2', 3. 6 1), (' C Q O F', 1 6. 5 1), (' C KI F', 8 2. 3 6), (' C K B F', 1 3 3 9. 9 1)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 1 9 9 7 - 2 0 0 9)
F ull y e ar
S u m m er
Wi nt er
R el Err
-0. 5 %
2 6. 2 %
-1 0. 6 %
NS
0. 5 1 1
0. 3 3 1
0. 3 9 5
N S _l o g
0. 7 0 9
0. 2 8 1
0. 6 2 4
N S _r el
0. 7 3 6
0. 4 9 5
0. 8 3 4
K GE
0. 4 9 2
0. 5 2 1
0. 3 1 9
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
8. 4 %
2 3. 4 %
0. 4 %
NS
0. 5 5 6
0. 3 8 5
0. 4 5
N S _l o g
0. 6 9 1
0. 3 3 6
0. 6 6 2
N S _r el
0. 7
0. 6 5 2
0. 8 0 5
K GE
0. 5 8 1
0. 6 0 6
0. 4 0 1
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A146
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 7 M O E 2 8 2 1 0 0, st ati o n 2 8 2 1 0 1 0 2 - M ol e n b e e k, Er p e M er e( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 7 M O E 2 8 2 1 0 0, st ati o n 2 8 2 1 0 1 0 2 - M ol e n b e e k, Er p e M er e ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A147
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 7 M O E 2 8 2 1 0 0, st ati o n 2 8 2 1 0 1 0 2 - M ol e n b e e k, Er p e M er e ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 7 M O E 2 8 2 1 0 0, st ati o n 2 8 2 1 0 1 0 2 - M ol e n b e e k, Er p e M er e ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A148
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 7 M O E 2 8 2 1 0 0, st ati o n 2 8 2 1 0 1 0 2 - M ol e n b e e k, Er p e M er e
Fi g ur e 8: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 7 M O E 2 8 2 1 0 0, st ati o n 2 8 2 1 0 1 0 2 - M ol e n b e e k, Er p e M er e
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A149
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 9: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 7 M O E 2 8 2 1 0 0, st ati o n 2 8 2 1 0 1 0 2 - M ol e n b e e k, Er p e M er e
Fi g ur e 1 0: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 7 M O E 2 8 2 1 0 0, st ati o n 2 8 2 1 0 1 0 2 - M ol e n b e e k, Er p e M er e
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A150
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M PA RA METE RS F O R CAT C H ME NT " V 0 7 M O G 2 8 8 0 2 0" ( D E N D E R B E K K E N)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt V 0 7 M O G 2 8 8 0 2 0 ( D e n d er b e k k e n)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt V 0 7 M O G 2 8 8 0 2 0 ( D e n d er b e k k e n)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A151
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
V07 M O G288020
s u b c at c h m e nt _ ar e a [ m 2]
23093628
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 5 3 7. 9 5), (' S M e v a p', 1 9 3. 1 1), (' c 1', 2. 1 2), (' c 2', 0. 5 8), (' c 3', 1. 0), (' c O F 1', - 5. 3 5), (' c O F 2', 4. 9 2), (' cI F 1', - 4. 2 5), (' cI F 2', 2. 9 9), (' C Q O F', 1 4. 1 4), (' C KI F', 6 0. 6 4), (' C K B F', 6 8 3. 2 4)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 1 9 9 7 - 2 0 0 9)
F ull y e ar
S u m m er
Wi nt er
R el Err
0. 3 %
9 1. 2 %
-2 5. 5 %
NS
0. 5 4 3
0. 2 2 6
0. 4 9 9
N S _l o g
0. 5
-0. 3 7 5
0. 6 0 7
N S _r el
-2. 3 1 4
-5. 1 3
0. 7 5 3
K GE
0. 5 8 5
0. 0 1 6
0. 4 7 2
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
-8. 9 %
5 5. 4 %
-2 6. 9 %
NS
0. 5 2 5
0. 1 4 8
0. 5 0 6
N S _l o g
0. 4 5
-0. 1 3 8
0. 5 4 4
N S _r el
-2. 5 0 8
-5. 8 7 7
0. 7 2 7
K GE
0. 5 9 4
0. 2 4 7
0. 5 2
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A152
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 7 M O G 2 8 8 0 2 0, st ati o n 2 8 8 1 0 1 0 2 - M ol e n b e e k, G er a ar d s b er g e n( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 7 M O G 2 8 8 0 2 0, st ati o n 2 8 8 1 0 1 0 2 - M ol e n b e e k, G er a ar d s b er g e n ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A153
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 7 M O G 2 8 8 0 2 0, st ati o n 2 8 8 1 0 1 0 2 - M ol e n b e e k, G er a ar d s b er g e n ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 7 M O G 2 8 8 0 2 0, st ati o n 2 8 8 1 0 1 0 2 - M ol e n b e e k, G er a ar d s b er g e n ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A154
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 7 M O G 2 8 8 0 2 0, st ati o n 2 8 8 1 0 1 0 2 - M ol e n b e e k, G er a ar d s b er g e n
Fi g ur e 8: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 7 M O G 2 8 8 0 2 0, st ati o n 2 8 8 1 0 1 0 2 - M ol e n b e e k, G er a ar d s b er g e n
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A155
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 9: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 7 M O G 2 8 8 0 2 0, st ati o n 2 8 8 1 0 1 0 2 - M o l e n b e e k, G er a ar d s b er g e n
Fi g ur e 1 0: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 7 M O G 2 8 8 0 2 0, st ati o n 2 8 8 1 0 1 0 2 - M ol e n b e e k, G er a ar d s b er g e n
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A156
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M PA RA METE RS F O R CAT C H ME NT " W 0 7 D E N L E S 0 0 4" ( D E N D E R B E K K E N)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt W 0 7 D E N L E S 0 0 4 ( D e n d er b e k k e n)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt W 0 7 D E N L E S 0 0 4 ( D e n d er b e k k e n)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A157
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
W07 D E NL E S004
s u b c at c h m e nt _ ar e a [ m 2]
511840662
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 4 5 7. 1), (' S M e v a p', 1 5 3. 7 8), (' c 1', 1. 9 5), (' c 2', 0. 4 6), (' c 3', 1. 0), (' c O F 1', - 4. 6 9), (' c O F 2', 1. 0 9), (' cI F 1', - 3. 5), (' cI F 2', 2. 8 7), (' C Q O F', 1 2. 5 5), (' C KI F', 8 3. 7 6), (' C K B F', 1 0 8 5. 7 5)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 2 0 0 8 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
-0. 0 %
6 9. 2 %
-3 2. 1 %
NS
0. 5 1 9
-0. 3 9 4
0. 3 7 7
N S _l o g
0. 5 3 6
-0. 8 0 9
0. 4 7 2
N S _r el
0. 6 4 6
-0. 1 8 6
0. 8 3 9
K GE
0. 4 6 6
0. 2 0 7
0. 3 1
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
-0. 8 %
6 8. 1 %
-3 2. 8 %
NS
0. 5 1 8
-0. 3 8 5
0. 3 7 3
N S _l o g
0. 5 3 7
-0. 7 9 1
0. 4 6
N S _r el
0. 6 5
-0. 1 7 4
0. 8 3 6
K GE
0. 4 6 3
0. 2 1 2
0. 3 0 8
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A158
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt W 0 7 D E N L E S 0 0 4, st ati o n L e s si n e s( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt W 0 7 D E N L E S 0 0 4, st ati o n L e s si n e s ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A159
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt W 0 7 D E N L E S 0 0 4, st ati o n L e s si n e s ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt W 0 7 D E N L E S 0 0 4, st ati o n L e s si n e s ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A160
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt W 0 7 D E N L E S 0 0 4, st ati o n L e s si n e s
Fi g ur e 8: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt W 0 7 D E N L E S 0 0 4, st ati o n L e s si n e s
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A161
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 9: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt W 0 7 D E N L E S 0 0 4, st ati o n L e s si n e s
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A162
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
A p p e n di x 1 0 Dijl e a n d Z e n n e
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
A 163
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M PA RA METE RS F O R CAT C H ME NT " V 0 8 B A R 1 1 1 3 7 0" ( DI J L E/ Z E N N E B E K K E N)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt V 0 8 B A R 1 1 1 3 7 0 ( Dijl e/ Z e n n e b e k k e n)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt V 0 8 B A R 1 1 1 3 7 0 ( Dijl e/ Z e n n e b e k k e n)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A164
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
V08 B A R111370
s u b c at c h m e nt _ ar e a [ m 2]
70079800
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 4 0 9. 7 3), (' S M e v a p', 2 8 6. 7), (' c 1', 2. 1), (' c 2', 0. 6 5), (' c 3', 1. 0), (' c O F 1', - 5. 9 3), (' c O F 2', 0. 9 5), (' cI F 1', - 3. 6 9), (' cI F 2', 3. 0), (' C Q O F', 1 5. 0), (' C KI F', 7 5. 4 3), (' C K B F', 1 2 2 2. 6)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 1 9 9 7 - 2 0 0 4)
F ull y e ar
S u m m er
Wi nt er
R el Err
1. 5 %
2 2. 4 %
-7. 0 %
NS
0. 7 4 2
0. 6 3 2
0. 6 7 8
N S _l o g
0. 7 5 4
0. 6 1 7
0. 7 2 9
N S _r el
0. 7 0 6
0. 6 0 7
0. 8 5 6
K GE
0. 7 3 6
0. 6 1 5
0. 6 8 2
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
1. 4 %
2 2. 3 %
-7. 2 %
NS
0. 7 4 2
0. 6 3 2
0. 6 7 8
N S _l o g
0. 7 5 4
0. 6 1 8
0. 7 2 7
N S _r el
0. 7 0 7
0. 6 0 8
0. 8 5 6
K GE
0. 7 3 6
0. 6 1 5
0. 6 8 2
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A165
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 8 B A R 1 1 1 3 7 0, st ati o n 1 1 1 1 0 1 0 2- B ar e b e e k( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 8 B A R 1 1 1 3 7 0, st ati o n 1 1 1 1 0 1 0 2- B ar e b e e k ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A166
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 8 B A R 1 1 1 3 7 0, st ati o n 1 1 1 1 0 1 0 2- B ar e b e e k ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 8 B A R 1 1 1 3 7 0, st ati o n 1 1 1 1 0 1 0 2- B ar e b e e k ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A167
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 8 B A R 1 1 1 3 7 0, st ati o n 1 1 1 1 0 1 0 2- B ar e b e e k
Fi g ur e 8: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 8 B A R 1 1 1 3 7 0, st ati o n 1 1 1 1 0 1 0 2- B ar e b e e k
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A168
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M P A R A M E T E R S F O R C A T C H M E N T " V 0 8 DI J 0 9 3 4 0 0" ( DI J L E/ Z E N N E B E K K E N)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt V 0 8 DI J 0 9 3 4 0 0 ( Dijl e/ Z e n n e b e k k e n)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt V 0 8 DI J 0 9 3 4 0 0 ( Dijl e/ Z e n n e b e k k e n)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A169
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
V 0 8 DI J 0 9 3 4 0 0
s u b c at c h m e nt _ ar e a [ m 2]
861413000
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
0 8 -0 4 -2 0 1 5
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 4 6 4. 1 4), (' S M e v a p', 1 5 8. 5 3), (' c 1', 1. 7 8), (' c 2', 0. 1), (' c 3', 1. 0), (' c O F 1', - 3. 3 2), (' c O F 2', 1. 0 5), (' cI F 1', - 2. 7 8), (' cI F 2', 0. 7 1), (' C Q O F', 1 1. 8 8), (' C KI F', 6 4. 3 4), (' C K B F', 7 0 3. 7 4)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 2 0 1 3 - 2 0 1 5)
F ull y e ar
S u m m er
Wi nt er
R el Err
1. 7 %
-0. 3 %
0. 3 %
NS
0. 6 0 6
0. 7 5
0. 7
N S _l o g
0. 1 5 7
0. 4 8
0. 3 2 8
N S _r el
0. 5 8 8
0. 7 7
0. 6 1
K GE
0. 7 2 3
0. 8 6 2
0. 7 8 3
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 5)
F ull y e ar
S u m m er
Wi nt er
R el Err
-2. 6 %
-0. 8 %
0. 1 %
NS
0. 5 9 5
0. 7 3 7
0. 7 4 7
N S _l o g
-0. 0 0 4
0. 4 9 4
0. 4 4 2
N S _r el
0. 5 6 9
0. 7 4 7
0. 6 7 2
K GE
0. 7 1 8
0. 8 4
0. 7 9 5
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A170
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 8 DI J 0 9 3 4 0 0, st ati o n 9 3 1 0 1 0 2 - Dijl e, Wil s el e ( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 8 DI J 0 9 3 4 0 0, st ati o n 9 3 1 0 1 0 2 - Dijl e, Wil s el e ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A171
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 8 DI J 0 9 3 4 0 0, st ati o n 9 3 1 0 1 0 2 - Dijl e, Wil s el e ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 8 DI J 0 9 3 4 0 0, st ati o n 9 3 1 0 1 0 2 - Dijl e, Wil s el e ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A172
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 8 DI J 0 9 3 4 0 0, st ati o n 9 3 1 0 1 0 2 - Dijl e, Wil s el e
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A173
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M PA RA METE RS F O R CAT C H ME NT " V 0 8 Z U U 2 3 3 1 0 0" ( DI J L E/ Z E N N E B E K K E N)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt V 0 8 Z U U 2 3 3 1 0 0 ( Dijl e/ Z e n n e b e k k e n)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt V 0 8 Z U U 2 3 3 1 0 0 ( Dijl e/ Z e n n e b e k k e n)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A174
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
V08Z U U233100
s u b c at c h m e nt _ ar e a [ m 2]
64771005
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 7 8
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 0 1
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 4 0 6. 2 9), (' S M e v a p', 1 5 6. 1 6), (' c 1', 2. 0 9), (' c 2', 0. 6 8), (' c 3', 1. 0), (' c O F 1', - 5. 1), (' c O F 2', 5. 0), (' cI F 1', - 4. 1 8), (' cI F 2', 2. 9 9), (' C Q O F', 1 2. 7 8), (' C KI F', 5 7. 9 1), (' C K B F', 7 8 0. 7 9)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 2 0 0 1 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
-0. 5 %
2 5. 5 %
-1 1. 7 %
NS
0. 6 2 7
0. 2 3 6
0. 6 3 2
N S _l o g
0. 5 4 2
-0. 1 3 7
0. 6 0 3
N S _r el
-0. 2 4 1
-0. 8 4 6
0. 6 4 5
K GE
0. 6 6 4
0. 2 2 4
0. 6 6 3
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 7 8 - 2 0 0 1)
F ull y e ar
S u m m er
Wi nt er
R el Err
2 9. 8 %
1 1 1. 2 %
6. 0 %
NS
0. 5 8 6
0. 0 8 1
0. 6 3 9
N S _l o g
0. 4 8
-0. 2 3 9
0. 6 8 9
N S _r el
-3. 9 6 6
-4. 4 5 1
0. 2 3 1
K GE
0. 6 8
0. 0 4 6
0. 8 0 6
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A175
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 8 Z U U 2 3 3 1 0 0, st ati o n 2 3 3 1 0 1 0 2 - Z u u n b e e k, St Pi et er sl e e u w( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 8 Z U U 2 3 3 1 0 0, st ati o n 2 3 3 1 0 1 0 2 - Z u u n b e e k, St Pi et er sl e e u w ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A176
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 8 Z U U 2 3 3 1 0 0, st ati o n 2 3 3 1 0 1 0 2 - Z u u n b e e k, St Pi et er sl e e u w ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 8 Z U U 2 3 3 1 0 0, st ati o n 2 3 3 1 0 1 0 2 - Z u u n b e e k, St Pi et er sl e e u w ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A177
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 8 Z U U 2 3 3 1 0 0, st ati o n 2 3 3 1 0 1 0 2 - Z u u n b e e k, St Pi et er sl e e u w
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A178
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M PA RA METE RS F O R CAT C H ME NT " W 0 8 S A M R O N 0 0 0" ( DI J L E/ Z E N N E B E K K E N)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt W 0 8 S A M R O N 0 0 0 ( Dijl e/ Z e n n e b e k k e n)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt W 0 8 S A M R O N 0 0 0 ( Dijl e/ Z e n n e b e k k e n)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A179
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
W08 S A M R O N000
s u b c at c h m e nt _ ar e a [ m 2]
134097000
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 5 0 2. 8 6), (' S M e v a p', 1 6 2. 7 4), (' c 1', 1. 9 4), (' c 2', 0. 5 2), (' c 3', 1. 0), (' c O F 1', - 3. 8), (' c O F 2', 2. 5 6), (' cI F 1', - 3. 7), (' cI F 2', 3. 0), (' C Q O F', 1 3. 1 9), (' C KI F', 8 5. 8 1), (' C K B F', 1 3 2 4. 2 7)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 1 9 9 8 - 2 0 1 0)
F ull y e ar
S u m m er
Wi nt er
R el Err
0. 0 %
2 3. 1 %
-1 2. 1 %
NS
0. 6 9 3
0. 5 4 8
0. 7 0 8
N S _l o g
0. 6 8 4
0. 3 3 9
0. 7 5 4
N S _r el
0. 7 7 6
0. 6 2 2
0. 8 9
K GE
0. 6 9 1
0. 6 1 1
0. 6 6 7
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
-9. 2 %
3. 8 %
-1 7. 9 %
NS
0. 7 1
0. 5 9 6
0. 7 0 6
N S _l o g
0. 6 5
0. 3 7 3
0. 6 4 3
N S _r el
0. 8 0 7
0. 6 8 7
0. 8 5 8
K GE
0. 7 2 1
0. 7 0 7
0. 6 7 7
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A180
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt W 0 8 S A M R O N 0 0 0, st ati o n 2 3 7 1 - 1 0 0 5 0 S a m m e, R o n q ui er e s( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt W 0 8 S A M R O N 0 0 0, st ati o n 2 3 7 1- 1 0 0 5 0 S a m m e, R o n q ui er e s ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A181
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt W 0 8 S A M R O N 0 0 0, st ati o n 2 3 7 1 - 1 0 0 5 0 S a m m e, R o n q ui er e s ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt W 0 8 S A M R O N 0 0 0, st ati o n 2 3 7 1- 1 0 0 5 0 S a m m e, R o n q ui er e s ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A182
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt W 0 8 S A M R O N 0 0 0, st ati o n 2 3 7 1- 1 0 0 5 0 S a m m e, R o n q ui er e s
Fi g ur e 8: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt W 0 8 S A M R O N 0 0 0, st ati o n 2 3 7 1- 1 0 0 5 0 S a m m e, R o n q ui er e s
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A183
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 9: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt W 0 8 S A M R O N 0 0 0, st ati o n 2 3 7 1- 1 0 0 5 0 S a m m e, R o n q ui er e s
Fi g ur e 1 0: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt W 0 8 S A M R O N 0 0 0, st ati o n 2 3 7 1- 1 0 0 5 0 S a m m e, R o n q ui er e s
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A184
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M PA RA METE RS F O R CAT C H ME NT " W 0 8 S E N R O N 0 1 0" ( DI J L E/ Z E N N E B E K K E N)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt W 0 8 S E N R O N 0 1 0 ( Dijl e/ Z e n n e b e k k e n)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt W 0 8 S E N R O N 0 1 0 ( Dijl e/ Z e n n e b e k k e n)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A185
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
W08 S E N R O N010
s u b c at c h m e nt _ ar e a [ m 2]
70364773
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 6 2 0. 9 9), (' S M e v a p', 1 4 2. 6 3), (' c 1', 1. 9 5), (' c 2', 0. 5 7), (' c 3', 1. 0), (' c O F 1', - 3. 9), (' c O F 2', 2. 6 4), (' cI F 1', - 3. 4 7), (' cI F 2', 2. 7 6), (' C Q O F', 1 0. 5 3), (' C KI F', 5 8. 0 6), (' C K B F', 1 1 8 3. 9 2)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 2 0 0 1 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
-6. 6 %
3 2. 8 %
-2 9. 7 %
NS
0. 5 6 5
0. 3 4 9
0. 5 3 5
N S _l o g
0. 3 6
-0. 2 9
0. 7 0 8
N S _r el
-0. 6 7 8
-3. 2 4 1
0. 7 4 9
K GE
0. 5 1 5
0. 3 9 1
0. 3 9 8
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
-1 5. 6 %
-9. 7 %
-3 3. 4 %
NS
0. 5 1 2
0. 4
0. 4 4 9
N S _l o g
0. 3 7 6
-0. 0 0 4
0. 4 6
N S _r el
-0. 0 5 2
-1. 3 8 5
0. 7 3 9
K GE
0. 5 0 3
0. 5 1 9
0. 3 8 1
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A186
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt W 0 8 S E N R O N 0 1 0, st ati o n L 5 6 7 0 - S e n ett e, R o n q ui er e s( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt W 0 8 S E N R O N 0 1 0, st ati o n L 5 6 7 0 - S e n ett e, R o n q ui er e s ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A187
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt W 0 8 S E N R O N 0 1 0, st ati o n L 5 6 7 0 - S e n ett e, R o n q ui er e s ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt W 0 8 S E N R O N 0 1 0, st ati o n L 5 6 7 0 - S e n ett e, R o n q ui er e s ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A188
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt W 0 8 S E N R O N 0 1 0, st ati o n L 5 6 7 0 - S e n ett e, R o n q ui er e s
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A189
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M PA RA METE RS F O R CAT C H ME NT " W 0 8 S E N T U B 0 3 0" ( DI J L E/ Z E N N E B E K K E N)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt W 0 8 S E N T U B 0 3 0 ( Dijl e/ Z e n n e b e k k e n)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt W 0 8 S E N T U B 0 3 0 ( Dijl e/ Z e n n e b e k k e n)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A190
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
W08 S E NT U B030
s u b c at c h m e nt _ ar e a [ m 2]
215911078
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 4 5 6. 4 7), (' S M e v a p', 1 8 9. 1 6), (' c 1', 2. 3 9), (' c 2', 1. 2 3), (' c 3', 1. 0), (' c O F 1', - 6. 5), (' c O F 2', 7. 4), (' cI F 1', - 4. 0 6), (' cI F 2', 4. 5 1), (' C Q O F', 1 4. 2 3), (' C KI F', 5 5. 6 4), (' C K B F', 1 7 5 0. 8 8)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 2 0 0 1 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
-0. 2 %
2 7. 0 %
-1 5. 0 %
NS
0. 6 7
0. 4 6 2
0. 6 3 6
N S _l o g
0. 6 2 1
0. 2 2 3
0. 6 9 3
N S _r el
0. 8 2 1
0. 6 4 8
0. 8 0 2
K GE
0. 6 1 1
0. 6 1 3
0. 5 4 1
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
-3. 5 %
-7. 2 %
-1 4. 3 %
NS
0. 6 5 2
0. 5 7 8
0. 6 2 1
N S _l o g
0. 6 1 2
0. 4 4 2
0. 6 7 4
N S _r el
0. 7 8 4
0. 8 4 5
0. 7 9 1
K GE
0. 6 2 5
0. 5 7 1
0. 5 5 3
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A191
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt W 0 8 S E N T U B 0 3 0, st ati o n 1 9 5 1 - 1 0 0 5 0 Z e n n e, T u bi z e( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt W 0 8 S E N T U B 0 3 0, st ati o n 1 9 5 1 - 1 0 0 5 0 Z e n n e, T u bi z e ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A192
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt W 0 8 S E N T U B 0 3 0, st ati o n 1 9 5 1 - 1 0 0 5 0 Z e n n e, T u bi z e ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt W 0 8 S E N T U B 0 3 0, st ati o n 1 9 5 1 - 1 0 0 5 0 Z e n n e, T u bi z e ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A193
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt W 0 8 S E N T U B 0 3 0, st ati o n 1 9 5 1- 1 0 0 5 0 Z e n n e, T u bi z e
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A194
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
A p p e n di x 1 1 D e m er
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
A 195
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M PA RA METE RS F O R CAT C H ME NT " V 0 9 D E M 1 3 6 0 0 0" ( D E M E R B E K K E N)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt V 0 9 D E M 1 3 6 0 0 0 ( D e m er b e k k e n)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt V 0 9 D E M 1 3 6 0 0 0 ( D e m er b e k k e n)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A196
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
V09 D E M136000
s u b c at c h m e nt _ ar e a [ m 2]
255882000
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 4 7 7 6 0 5. 0), (' S M e v a p', 2 6 0 3 9 4. 0), (' c 1', 1. 9 3), (' c 2', 0. 4 5), (' c 3', 1. 0), (' c O F 1', - 5. 1 5), (' c O F 2', 3. 0 3), (' cI F 1', - 3. 9 5), (' cI F 2', 2. 7 3), (' C Q O F', 1 4. 9 9), (' C KI F', 5 5. 7 7), (' C K B F', 1 1 9 9. 9 3)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 1 9 9 8 - 2 0 1 0)
F ull y e ar
S u m m er
Wi nt er
R el Err
4 0. 7 %
1 0 3. 5 %
3. 2 %
NS
0. 1 2
-1. 1 7 5
0. 7 7 9
N S _l o g
-0. 1 0 6
-1. 5 7 6
0. 7 7 1
N S _r el
-0. 5 8 6
-1. 9 1 4
0. 8 2 1
K GE
0. 5 0 3
-0. 1 3
0. 8 0 3
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
3 7. 3 %
9 4. 1 %
1. 0 %
NS
0. 2 3 6
-0. 6 9 2
0. 7 7 3
N S _l o g
0. 0 0 4
-1. 0 8 5
0. 7 8 4
N S _r el
-0. 3 3 2
-1. 5 1 2
0. 8 5
K GE
0. 5 7 4
0. 1 1 6
0. 7 6 9
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A197
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 9 D E M 1 3 6 0 0 0, st ati o n 1 3 6 1 0 1 0 2 - D e m er; H a s s elt( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 9 D E M 1 3 6 0 0 0, st ati o n 1 3 6 1 0 1 0 2 - D e m er; H a s s elt ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A198
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 9 D E M 1 3 6 0 0 0, st ati o n 1 3 6 1 0 1 0 2 - D e m er; H a s s elt ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 9 D E M 1 3 6 0 0 0, st ati o n 1 3 6 1 0 1 0 2 - D e m er; H a s s elt ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A199
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 9 D E M 1 3 6 0 0 0, st ati o n 1 3 6 1 0 1 0 2 - D e m er; H a s s elt
Fi g ur e 8: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 9 D E M 1 3 6 0 0 0, st ati o n 1 3 6 1 0 1 0 2 - D e m er; H a s s elt
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A200
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 9: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 9 D E M 1 3 6 0 0 0, st ati o n 1 3 6 1 0 1 0 2 - D e m er; H a s s elt
Fi g ur e 1 0: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 9 D E M 1 3 6 0 0 0, st ati o n 1 3 6 1 0 1 0 2 - D e m er; H a s s elt
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A201
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M PA RA METE RS F O R CAT C H ME NT " V 0 9 G E T 1 5 2 0 8 0" ( D E M E R B E K K E N)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt V 0 9 G E T 1 5 2 0 8 0 ( D e m er b e k k e n)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt V 0 9 G E T 1 5 2 0 8 0 ( D e m er b e k k e n)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A202
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
V09 G ET152080
s u b c at c h m e nt _ ar e a [ m 2]
800395376
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 4 0 9. 1 2), (' S M e v a p', 1 5 8. 8), (' c 1', 1. 9 7), (' c 2', 0. 4 9), (' c 3', 1. 0), (' c O F 1', - 5. 8), (' c O F 2', 1. 6), (' cI F 1', - 3. 9 8), (' cI F 2', 3. 0), (' C Q O F', 8. 7 8), (' C KI F', 5 7. 4 8), (' C K B F', 1 8 0 2. 8)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 2 0 0 1 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
-0. 4 %
1 0. 4 %
-1 1. 4 %
NS
0. 7 1 2
0. 4 3 6
0. 7 1 8
N S _l o g
0. 6 2 7
0. 2 3 5
0. 6 8 8
N S _r el
0. 7 0 7
0. 3 0 1
0. 7 8 9
K GE
0. 7 8 2
0. 6 9 1
0. 7 3 1
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
6. 3 %
3 4. 1 %
-1 3. 4 %
NS
0. 6 6 1
0. 3 1 3
0. 6 7 3
N S _l o g
0. 5 8
0. 0 3 5
0. 6 3 6
N S _r el
0. 6 3 1
0. 2 0 9
0. 7 8 3
K GE
0. 7 9 3
0. 6 2 1
0. 7 8 1
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A203
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 9 G E T 1 5 2 0 8 0, st ati o n 1 5 2 1 0 1 0 2 - G et e; H al e n( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 9 G E T 1 5 2 0 8 0, st ati o n 1 5 2 1 0 1 0 2 - G et e; H al e n ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A204
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 9 G E T 1 5 2 0 8 0, st ati o n 1 5 2 1 0 1 0 2 - G et e; H al e n ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 9 G E T 1 5 2 0 8 0, st ati o n 1 5 2 1 0 1 0 2 - G et e; H al e n ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A205
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 9 G E T 1 5 2 0 8 0, st ati o n 1 5 2 1 0 1 0 2 - G et e; H al e n
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A206
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M PA RA METE RS F O R CAT C H ME NT " V 0 9 H E R 1 6 3 0 1 0" ( D E M E R B E K K E N)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt V 0 9 H E R 1 6 3 0 1 0 ( D e m er b e k k e n)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt V 0 9 H E R 1 6 3 0 1 0 ( D e m er b e k k e n)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A207
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
V09 H E R163010
s u b c at c h m e nt _ ar e a [ m 2]
274602221
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 4 9 9. 4 1), (' S M e v a p', 1 6 8. 0), (' c 1', 1. 9 7), (' c 2', 0. 5 6), (' c 3', 1. 0), (' c O F 1', - 6. 0), (' c O F 2', 5. 0), (' cI F 1', - 4. 0 3), (' cI F 2', 3. 0), (' C Q O F', 1 4. 7 1), (' C KI F', 5 9. 3 6), (' C K B F', 9 1 5. 5 3)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 2 0 0 3 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
-0. 3 %
1 4. 1 %
-1 3. 7 %
NS
0. 6 0 5
0. 2 6
0. 5 4 9
N S _l o g
0. 5 4
-0. 0 9 4
0. 6 7 2
N S _r el
0. 7 4 1
0. 1 2 1
0. 8 5
K GE
0. 5 6 4
0. 5 9 8
0. 4 5
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
1 0. 0 %
7 1. 4 %
-1 8. 8 %
NS
0. 5 9 4
0. 2 7 3
0. 5 6 1
N S _l o g
0. 4 9 8
-0. 3
0. 6 8 9
N S _r el
0. 2 6 3
-0. 2 2 3
0. 7 0 7
K GE
0. 5 5 2
0. 3 2 5
0. 4 7 7
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A208
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 9 H E R 1 6 3 0 1 0, st ati o n 1 6 3 1 0 1 0 2 - H er k, K er mt( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 9 H E R 1 6 3 0 1 0, st ati o n 1 6 3 1 0 1 0 2 - H er k, K er mt ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A209
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 9 H E R 1 6 3 0 1 0, st ati o n 1 6 3 1 0 1 0 2 - H er k, K er mt ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 9 H E R 1 6 3 0 1 0, st ati o n 1 6 3 1 0 1 0 2 - H er k, K er mt ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A210
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 9 H E R 1 6 3 0 1 0, st ati o n 1 6 3 1 0 1 0 2 - H er k, K er mt
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A211
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M PA RA METE RS F O R CAT C H ME NT " V 0 9 H U L 1 4 7 1 5 0" ( D E M E R B E K K E N)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt V 0 9 H U L 1 4 7 1 5 0 ( D e m er b e k k e n)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt V 0 9 H U L 1 4 7 1 5 0 ( D e m er b e k k e n)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A212
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
V09 H UL147150
s u b c at c h m e nt _ ar e a [ m 2]
80130245
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 4 5 5. 9 7), (' S M e v a p', 2 2 4. 4 3), (' c 1', 2. 6 7), (' c 2', 2. 8 6), (' c 3', 1. 0), (' c O F 1', - 4. 7 9), (' c O F 2', 4. 7 9), (' cI F 1', - 3. 0 2), (' cI F 2', 1. 2 8), (' C Q O F', 1 2. 9 5), (' C KI F', 6 5. 7 2), (' C K B F', 1 2 4 5. 0 2)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 2 0 0 1 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
-1. 5 %
-2 0. 0 %
7. 4 %
NS
0. 4 0 4
-0. 0 2 8
0. 5 9 9
N S _l o g
0. 0 2 3
-0. 5 7 1
0. 5 1 1
N S _r el
0. 5 2 7
0. 4 8 1
0. 4 5 9
K GE
0. 6 1 1
0. 2 9 9
0. 5 6 6
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
1 0. 3 %
-3. 2 %
1 7. 2 %
NS
0. 4 3 6
0. 2 6 3
0. 5 6
N S _l o g
0. 1 0 1
-0. 2 9 3
0. 5 0 1
N S _r el
0. 3 9 2
0. 5 0 9
0. 3 8 1
K GE
0. 7 0 2
0. 4 8 5
0. 6 6 3
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A213
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 9 H U L 1 4 7 1 5 0, st ati o n 1 4 7 1 0 1 0 2 - D e H ul p e; M ol e n st e d e( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 9 H U L 1 4 7 1 5 0, st ati o n 1 4 7 1 0 1 0 2 - D e H ul p e; M ol e n st e d e ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A214
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 9 H U L 1 4 7 1 5 0, st ati o n 1 4 7 1 0 1 0 2 - D e H ul p e; M ol e n st e d e ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 9 H U L 1 4 7 1 5 0, st ati o n 1 4 7 1 0 1 0 2 - D e H ul p e; M ol e n st e d e ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A215
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 9 H U L 1 4 7 1 5 0, st ati o n 1 4 7 1 0 1 0 2 - D e H ul p e; M ol e n st e d e
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A216
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M PA RA METE RS F O R CAT C H ME NT " V 0 9 L O S 1 4 3 3 0 0" ( D E M E R B E K K E N)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt V 0 9 L O S 1 4 3 3 0 0 ( D e m er b e k k e n)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt V 0 9 L O S 1 4 3 3 0 0 ( D e m er b e k k e n)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A217
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
V09L O S143300
s u b c at c h m e nt _ ar e a [ m 2]
15176294
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 5 0 5. 9 9), (' S M e v a p', 1 7 8. 8 4), (' c 1', 2. 0 5), (' c 2', 0. 3 3), (' c 3', 1. 0), (' c O F 1', - 5. 6 1), (' c O F 2', 3. 9 6), (' cI F 1', - 4. 5 4), (' cI F 2', 2. 5 7), (' C Q O F', 1 4. 0 5), (' C KI F', 9 0. 5 8), (' C K B F', 1 2 4 8. 2 4)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 1 9 9 7 - 2 0 1 0)
F ull y e ar
S u m m er
Wi nt er
R el Err
1 9. 3 %
4 9. 9 %
4. 9 %
NS
0. 2 5 5
0. 3 8 1
0. 1
N S _l o g
0. 2 4 6
-0. 3 4 1
0. 2 4 8
N S _r el
-2 1. 0 8 1
-2 1. 6 8 4
0. 2 6 1
K GE
0. 5 5 1
0. 4 3 3
0. 4 9 8
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
6. 7 %
6 5. 6 %
-1 2. 8 %
NS
0. 2 6 5
0. 2 4 9
0. 1 6 8
N S _l o g
0. 2 9 9
-0. 2 3 3
0. 0 7 7
N S _r el
-1 2. 3 3 8
-1 3. 4 1 8
0. 3 4 6
K GE
0. 5 7
0. 3 4 4
0. 5 4
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A218
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 9 L O S 1 4 3 3 0 0, st ati o n 1 4 3 1 0 1 0 2 - Gr ot e L o sti n g; W e z e m a al( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 9 L O S 1 4 3 3 0 0, st ati o n 1 4 3 1 0 1 0 2 - Gr ot e L o sti n g; W e z e m a al ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A219
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 9 L O S 1 4 3 3 0 0, st ati o n 1 4 3 1 0 1 0 2 - Gr ot e L o sti n g; W e z e m a al ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 9 L O S 1 4 3 3 0 0, st ati o n 1 4 3 1 0 1 0 2 - Gr ot e L o sti n g; W e z e m a al ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A220
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 9 L O S 1 4 3 3 0 0, st ati o n 1 4 3 1 0 1 0 2 - Gr ot e L o sti n g; W e z e m a al
Fi g ur e 8: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 9 L O S 1 4 3 3 0 0, st ati o n 1 4 3 1 0 1 0 2 - Gr ot e L o sti n g; W e z e m a al
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A221
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 9: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 9 L O S 1 4 3 3 0 0, st ati o n 1 4 3 1 0 1 0 2 - Gr ot e L o sti n g; W e z e m a al
Fi g ur e 1 0: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 9 L O S 1 4 3 3 0 0, st ati o n 1 4 3 1 0 1 0 2 - Gr ot e L o sti n g; W e z e m a al
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A222
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M PA RA METE RS F O R CAT C H ME NT " V 0 9 M A N 1 6 1 0 4 0" ( D E M E R B E K K E N)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt V 0 9 M A N 1 6 1 0 4 0 ( D e m er b e k k e n)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt V 0 9 M A N 1 6 1 0 4 0 ( D e m er b e k k e n)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A223
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
V09 M A N161040
s u b c at c h m e nt _ ar e a [ m 2]
103081000
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 4 1 8. 7 3), (' S M e v a p', 1 5 6. 6 5), (' c 1', 1. 8 9), (' c 2', 0. 7 1), (' c 3', 1. 0), (' c O F 1', - 4. 2 3), (' c O F 2', 4. 0 3), (' cI F 1', - 3. 2 9), (' cI F 2', 0. 8 3), (' C Q O F', 1 3. 1 6), (' C KI F', 8 7. 0), (' C K B F', 1 0 5 0. 4)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 1 9 9 8 - 2 0 1 0)
F ull y e ar
S u m m er
Wi nt er
R el Err
-0. 1 %
-2. 0 %
1. 8 %
NS
0. 6 6 6
0. 6 4 6
0. 6 3 5
N S _l o g
0. 6 1 6
0. 5 9 2
0. 5 5 8
N S _r el
0. 5 9 4
0. 6 6 3
0. 4 9 9
K GE
0. 8 3 2
0. 7 3 3
0. 8 0 6
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
0. 7 %
1 8. 7 %
-4. 6 %
NS
0. 6 6 9
0. 5 7 2
0. 6 6 3
N S _l o g
0. 5 6 9
0. 4 3 4
0. 5 7 9
N S _r el
0. 5 2 5
0. 3 3 6
0. 6 4 5
K GE
0. 8 3 2
0. 6 9 9
0. 8 1 8
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A224
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 9 M A N 1 6 1 0 4 0, st ati o n 1 6 1 1 0 1 0 2 - M a n g el b e e k; L u m m e n( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 9 M A N 1 6 1 0 4 0, st ati o n 1 6 1 1 0 1 0 2 - M a n g el b e e k; L u m m e n ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A225
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 9 M A N 1 6 1 0 4 0, st ati o n 1 6 1 1 0 1 0 2 - M a n g el b e e k; L u m m e n ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 9 M A N 1 6 1 0 4 0, st ati o n 1 6 1 1 0 1 0 2 - M a n g el b e e k; L u m m e n ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A226
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 9 M A N 1 6 1 0 4 0, st ati o n 1 6 1 1 0 1 0 2 - M a n g el b e e k; L u m m e n
Fi g ur e 8: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 9 M A N 1 6 1 0 4 0, st ati o n 1 6 1 1 0 1 0 2 - M a n g el b e e k; L u m m e n
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A227
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 9: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 9 M A N 1 6 1 0 4 0, st ati o n 1 6 1 1 0 1 0 2 - M a n g el b e e k; L u m m e n
Fi g ur e 1 0: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 9 M A N 1 6 1 0 4 0, st ati o n 1 6 1 1 0 1 0 2 - M a n g el b e e k; L u m m e n
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A228
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M PA RA METE RS F O R CAT C H ME NT " V 0 9 M O T 1 4 4 2 7 0" ( D E M E R B E K K E N)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt V 0 9 M O T 1 4 4 2 7 0 ( D e m er b e k k e n)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt V 0 9 M O T 1 4 4 2 7 0 ( D e m er b e k k e n)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A229
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
V09 M OT144270
s u b c at c h m e nt _ ar e a [ m 2]
33590217
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 4 7 3. 1 6), (' S M e v a p', 1 6 8. 3 4), (' c 1', 1. 9 5), (' c 2', 0. 7 8), (' c 3', 1. 0), (' c O F 1', - 5. 0 2), (' c O F 2', 4. 7 7), (' cI F 1', - 3. 9 1), (' cI F 2', 5. 0 3), (' C Q O F', 1 2. 4 8), (' C KI F', 6 5. 5), (' C K B F', 1 1 9 8. 0)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 1 9 9 7 - 2 0 0 7)
F ull y e ar
S u m m er
Wi nt er
R el Err
2. 5 %
5 0. 5 %
-1 1. 2 %
NS
0. 6 4 5
0. 6 7
0. 6 2 8
N S _l o g
0. 5 0 7
0. 1 9 4
0. 4 4 6
N S _r el
-1. 0 5 5
-1. 6 8 1
0. 7 6 9
K GE
0. 8 0 8
0. 6 5
0. 7 5 2
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
-1 3. 0 %
1. 5 %
-1 4. 0 %
NS
0. 5 2 5
0. 5 7 3
0. 4 3
N S _l o g
0. 2 0 8
0. 0 3 8
-0. 1 6 6
N S _r el
-0. 3 8 2
-1. 7 5 9
0. 6
K GE
0. 7 2 5
0. 7 5 9
0. 6 9 2
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A230
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 9 M O T 1 4 4 2 7 0, st ati o n 1 4 4 1 0 1 0 2 - M ott e; Rill a ar( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 9 M O T 1 4 4 2 7 0, st ati o n 1 4 4 1 0 1 0 2 - M ott e; Rill a ar ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A231
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 9 M O T 1 4 4 2 7 0, st ati o n 1 4 4 1 0 1 0 2 - M ott e; Rill a ar ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 9 M O T 1 4 4 2 7 0, st ati o n 1 4 4 1 0 1 0 2 - M ott e; Rill a ar ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A232
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 9 M O T 1 4 4 2 7 0, st ati o n 1 4 4 1 0 1 0 2 - M ott e; Rill a ar
Fi g ur e 8: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 9 M O T 1 4 4 2 7 0, st ati o n 1 4 4 1 0 1 0 2 - M ott e; Rill a ar
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A233
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 9: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 9 M O T 1 4 4 2 7 0, st ati o n 1 4 4 1 0 1 0 2 - M ott e; Rill a ar
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A234
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M PA RA METE RS F O R CAT C H ME NT " V 0 9 V E L 1 4 5 1 0 0" ( D E M E R B E K K E N)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt V 0 9 V E L 1 4 5 1 0 0 ( D e m er b e k k e n)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt V 0 9 V E L 1 4 5 1 0 0 ( D e m er b e k k e n)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A235
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
V09 V EL145100
s u b c at c h m e nt _ ar e a [ m 2]
96801128
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 4 1 5. 1 6), (' S M e v a p', 2 1 3. 3 8), (' c 1', 2. 1 3), (' c 2', 0. 6 3), (' c 3', 1. 0), (' c O F 1', - 6. 5 1), (' c O F 2', 5. 1 1), (' cI F 1', - 4. 1 6), (' cI F 2', 3. 8), (' C Q O F', 9. 9 5), (' C KI F', 8 1. 7 5), (' C K B F', 1 4 9 8. 3 6)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 2 0 0 1 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
0. 6 %
3 2. 2 %
-1 2. 3 %
NS
0. 7 2 4
0. 3 6
0. 6 6 4
N S _l o g
0. 6 5 8
0. 1 3 2
0. 5 9 3
N S _r el
0. 7
0. 0 7 9
0. 7 7 7
K GE
0. 7 7 3
0. 5 4 9
0. 7 1 1
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
-0. 0 %
4 5. 5 %
-1 9. 3 %
NS
0. 6 7 1
0. 5 2 4
0. 6 2 8
N S _l o g
0. 5 9 4
0. 1 9 5
0. 4 7 5
N S _r el
-1. 6 0 5
-2. 5 9 3
0. 7 6 5
K GE
0. 7 7 2
0. 4 0 7
0. 7 5
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A236
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 9 V E L 1 4 5 1 0 0, st ati o n 1 4 5 1 0 1 0 2 - V el p; R a n s b er g( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 9 V E L 1 4 5 1 0 0, st ati o n 1 4 5 1 0 1 0 2 - V el p; R a n s b er g ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A237
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 9 V E L 1 4 5 1 0 0, st ati o n 1 4 5 1 0 1 0 2 - V el p; R a n s b er g ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 9 V E L 1 4 5 1 0 0, st ati o n 1 4 5 1 0 1 0 2 - V el p; R a n s b er g ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A238
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 9 V E L 1 4 5 1 0 0, st ati o n 1 4 5 1 0 1 0 2 - V el p; R a n s b er g
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A239
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M PA RA METE RS F O R CAT C H ME NT " V 0 9 WI N 1 4 1 3 1 0" ( D E M E R B E K K E N)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt V 0 9 WI N 1 4 1 3 1 0 ( D e m er b e k k e n)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt V 0 9 WI N 1 4 1 3 1 0 ( D e m er b e k k e n)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A240
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
V 0 9 WI N 1 4 1 3 1 0
s u b c at c h m e nt _ ar e a [ m 2]
64739169
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 4 7 1. 2 9), (' S M e v a p', 1 6 5. 3 7), (' c 1', 1. 9 9), (' c 2', 0. 5 7), (' c 3', 1. 0), (' c O F 1', - 4. 0 6), (' c O F 2', 3. 5 6), (' cI F 1', - 4. 0 6), (' cI F 2', 2. 9), (' C Q O F', 1 0. 5 4), (' C KI F', 8 1. 9 6), (' C K B F', 7 2 2. 8 9)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 2 0 0 1 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
1. 7 %
1 5. 2 %
-7. 2 %
NS
0. 6 7 7
0. 5 3 1
0. 6 8 9
N S _l o g
0. 5 8
0. 2 4 7
0. 5 9 8
N S _r el
-1 3. 5 3 2
-2 8. 0 7 1
0. 7 5 7
K GE
0. 8 0 2
0. 6 2 3
0. 8 0 6
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
3. 9 %
1 3. 7 %
-2. 8 %
NS
0. 5 7 9
0. 5 9 3
0. 5 5
N S _l o g
0. 5 8 5
0. 4 1 6
0. 4 9 8
N S _r el
-7. 1 9 6
-9. 3 6
0. 6 9
K GE
0. 7 8 7
0. 7 0 1
0. 7 4 6
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A241
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 9 WI N 1 4 1 3 1 0, st ati o n 1 4 1 R ot s el a ar ; Wi n g e( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 9 WI N 1 4 1 3 1 0, st ati o n 1 4 1 - R ot s el a ar ; Wi n g e ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A242
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 9 WI N 1 4 1 3 1 0, st ati o n 1 4 1 R ot s el a ar ; Wi n g e ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 9 WI N 1 4 1 3 1 0, st ati o n 1 4 1 - R ot s el a ar ; Wi n g e ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A243
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 9 WI N 1 4 1 3 1 0, st ati o n 1 4 1 - R ot s el a ar ; Wi n g e
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A244
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M PA RA METE RS F O R CAT C H ME NT " V 0 9 Z W A 1 4 8 1 2 0" ( D E M E R B E K K E N)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt V 0 9 Z W A 1 4 8 1 2 0 ( D e m er b e k k e n)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt V 0 9 Z W A 1 4 8 1 2 0 ( D e m er b e k k e n)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A245
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
V09Z W A148120
s u b c at c h m e nt _ ar e a [ m 2]
96514800
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 4 5 1. 6 2), (' S M e v a p', 1 5 8. 4 8), (' c 1', 1. 8 2), (' c 2', 0. 4 8), (' c 3', 1. 0), (' c O F 1', - 5. 2 9), (' c O F 2', 5. 0), (' cI F 1', - 3. 5 8), (' cI F 2', 2. 8 5), (' C Q O F', 1 5. 0 2), (' C KI F', 4 9. 6 2), (' C K B F', 7 2 4. 8 1)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 2 0 0 1 - 2 0 0 7)
F ull y e ar
S u m m er
Wi nt er
R el Err
3. 4 %
2 9. 1 %
-7. 9 %
NS
0. 6 3 7
0. 2 2 9
0. 7 0 2
N S _l o g
0. 4 8 1
0. 0 2 4
0. 6 9 3
N S _r el
0. 1 4 5
-1. 5 9
0. 7 8 8
K GE
0. 8 0 2
0. 5 7
0. 8 3 8
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
-9. 7 %
9. 2 %
-1 6. 2 %
NS
0. 5 4 5
0. 2 5 7
0. 6 5
N S _l o g
0. 3 3 6
0. 2 3 2
0. 3 4 4
N S _r el
-3. 2 9 1
-8. 1 0 1
0. 3 4 4
K GE
0. 7 3 4
0. 4 8 5
0. 8 0 9
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A246
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 9 Z W A 1 4 8 1 2 0, st ati o n 1 4 8 1 0 1 0 2 - Z w art e B e e k; L u m m e n( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 9 Z W A 1 4 8 1 2 0, st ati o n 1 4 8 1 0 1 0 2 - Z w art e B e e k; L u m m e n ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A247
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 0 9 Z W A 1 4 8 1 2 0, st ati o n 1 4 8 1 0 1 0 2 - Z w art e B e e k; L u m m e n ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 0 9 Z W A 1 4 8 1 2 0, st ati o n 1 4 8 1 0 1 0 2 - Z w art e B e e k; L u m m e n ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A248
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 9 Z W A 1 4 8 1 2 0, st ati o n 1 4 8 1 0 1 0 2 - Z w art e B e e k; L u m m e n
Fi g ur e 8: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c a t c h m e nt V 0 9 Z W A 1 4 8 1 2 0, st ati o n 1 4 8 1 0 1 0 2 - Z w art e B e e k; L u m m e n
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A249
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 9: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 0 9 Z W A 1 4 8 1 2 0, st ati o n 1 4 8 1 0 1 0 2 - Z w art e B e e k; L u m m e n
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A250
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
A p p e n di x 1 2 N et e
Fi n al v ersi o n
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
A 251
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M PA RA METE RS F O R CAT C H ME NT " V 1 0 G L A 0 8 6 0 2 0" ( N E T E)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt V 1 0 G L A 0 8 6 0 2 0 ( N et e)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt V 1 0 G L A 0 8 6 0 2 0 ( N et e)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A252
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
V1 0 GL A086020
s u b c at c h m e nt _ ar e a [ m 2]
62621236
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 4 1 7. 7 7), (' S M e v a p', 2 5 3. 3 9), (' c 1', 1. 6 6), (' c 2', 0. 2 3), (' c 3', 1. 0), (' c O F 1', - 7. 8 5), (' c O F 2', 4. 5), (' cI F 1', - 4. 4 6), (' cI F 2', 4. 5), (' C Q O F', 1 4. 3 8), (' C KI F', 8 3. 5 5), (' C K B F', 1 5 0 3. 0)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 1 9 9 9 - 2 0 0 7)
F ull y e ar
S u m m er
Wi nt er
R el Err
-0. 5 %
2 3. 4 %
-1 0. 7 %
NS
0. 7 0 6
0. 3 3 9
0. 7 0 6
N S _l o g
0. 6 1 5
0. 0 9 2
0. 7 0 2
N S _r el
0. 7 0 7
0. 3 8
0. 8 3 3
K GE
0. 7 7 6
0. 5 1 2
0. 8 3 2
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
-1 5. 0 %
-2. 3 %
-2 1. 4 %
NS
0. 5 3 6
0. 1 7 4
0. 5 5
N S _l o g
0. 3 2 1
-0. 0 2
0. 3 9 4
N S _r el
-1 2. 0 6 5
-3 8. 2 8 1
0. 2 4
K GE
0. 6 3 1
0. 3 5 9
0. 7 0 3
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A253
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 1 0 G L A 0 8 6 0 2 0, st ati o n 8 6 1 0 1 0 2 - Gr ot e L a a k, V or st( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 1 0 G L A 0 8 6 0 2 0, st ati o n 8 6 1 0 1 0 2 - Gr ot e L a a k, V or st ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A254
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 1 0 G L A 0 8 6 0 2 0, st ati o n 8 6 1 0 1 0 2 - Gr ot e L a a k, V or st ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 1 0 G L A 0 8 6 0 2 0, st ati o n 8 6 1 0 1 0 2 - Gr ot e L a a k, V or st ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A255
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 1 0 G L A 0 8 6 0 2 0, st ati o n 8 6 1 0 1 0 2 - Gr ot e L a a k, V or st
Fi g ur e 8: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 1 0 G L A 0 8 6 0 2 0, st ati o n 8 6 1 0 1 0 2 - Gr ot e L a a k, V or st
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A256
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 9: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 1 0 G L A 0 8 6 0 2 0, st ati o n 8 6 1 0 1 0 2 - Gr ot e L a a k, V or st
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A257
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M PA RA METE RS F O R CAT C H ME NT " V 1 0 G N E 0 7 6 9 9 9" ( N E T E)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt V 1 0 G N E 0 7 6 9 9 9 ( N et e)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt V 1 0 G N E 0 7 6 9 9 9 ( N et e)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A258
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
V1 0 G N E076999
s u b c at c h m e nt _ ar e a [ m 2]
359885327
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 4 3 6. 3 1), (' S M e v a p', 2 3 3. 7 3), (' c 1', 1. 8 3), (' c 2', 0. 5 4), (' c 3', 1. 0), (' c O F 1', - 5. 9 5), (' c O F 2', 2. 3 8), (' cI F 1', - 3. 7 5), (' cI F 2', 3. 0), (' C Q O F', 1 3. 8 8), (' C KI F', 6 6. 5 8), (' C K B F', 1 6 2 3. 0)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 2 0 0 3 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
-1. 2 %
1 4. 3 %
-1 1. 5 %
NS
0. 7 1 4
0. 2 6 2
0. 6 6
N S _l o g
0. 6 7 9
0. 3 0 4
0. 6 1 4
N S _r el
0. 7 3 4
0. 1 2 7
0. 7 9 3
K GE
0. 7 5 8
0. 7 1 5
0. 7 0 7
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
-4. 5 %
1 7. 0 %
-1 7. 5 %
NS
0. 6 8 4
0. 3 9 3
0. 6 2 2
N S _l o g
0. 5 9 5
0. 1 3 3
0. 5 8 4
N S _r el
0. 6 0 2
-0. 0 1 2
0. 7 7 1
K GE
0. 7 1 7
0. 6 5 4
0. 7 0 6
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A259
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 1 0 G N E 0 7 6 9 9 9, st ati o n 7 6 1 0 1 0 2 Gr ot e N et e/ G e el Z a m m el( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 1 0 G N E 0 7 6 9 9 9, st ati o n 7 6 1 0 1 0 2 Gr ot e N et e/ G e el Z a m m el ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A260
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 1 0 G N E 0 7 6 9 9 9, st ati o n 7 6 1 0 1 0 2 Gr ot e N et e/ G e el Z a m m el ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 1 0 G N E 0 7 6 9 9 9, st ati o n 7 6 1 0 1 0 2 Gr ot e N et e/ G e el Z a m m el ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A261
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 1 0 G N E 0 7 6 9 9 9, st ati o n 7 6 1 0 1 0 2 Gr ot e N et e/ G e el Z a m m el
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A262
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M PA RA METE RS F O R CAT C H ME NT " V 1 0 K N E 0 5 2 0 0 0" ( N E T E)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt V 1 0 K N E 0 5 2 0 0 0 ( N et e)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt V 1 0 K N E 0 5 2 0 0 0 ( N et e)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A263
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
V1 0 K N E052000
s u b c at c h m e nt _ ar e a [ m 2]
584669408
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 4 7 4. 6 5), (' S M e v a p', 2 0 2. 3 5), (' c 1', 2. 1), (' c 2', 1. 0 9), (' c 3', 1. 0), (' c O F 1', - 6. 0), (' c O F 2', 0. 7 8), (' cI F 1', - 3. 0 9), (' cI F 2', 3. 0), (' C Q O F', 1 4. 0 8), (' C KI F', 5 6. 3), (' C K B F', 1 1 0 3. 0 1)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 2 0 0 1 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
0. 0 %
2 1. 5 %
-1 2. 2 %
NS
0. 7 5 6
0. 5 3
0. 6 9 3
N S _l o g
0. 7 2
0. 5 1 9
0. 6 3 2
N S _r el
0. 7 3 9
0. 2 9 3
0. 7 8 8
K GE
0. 7 4 6
0. 7 0 6
0. 6 8
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
-1. 4 %
1 8. 4 %
-1 2. 0 %
NS
0. 7 7 2
0. 6 5 9
0. 7 3
N S _l o g
0. 6 9 8
0. 5
0. 6 8 9
N S _r el
0. 7 3 4
0. 5 2 3
0. 8 1 6
K GE
0. 7 8 5
0. 7 3 4
0. 7 3 7
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A264
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 1 0 K N E 0 5 2 0 0 0, st ati o n 5 2 1 0 1 0 2 - Kl ei n e N et e; Gr o b b e n d o n k( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 1 0 K N E 0 5 2 0 0 0, st ati o n 5 2 1 0 1 0 2 - Kl ei n e N et e; Gr o b b e n d o n k ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A265
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 1 0 K N E 0 5 2 0 0 0, st ati o n 5 2 1 0 1 0 2 - Kl ei n e N et e; Gr o b b e n d o n k ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 1 0 K N E 0 5 2 0 0 0, st ati o n 5 2 1 0 1 0 2 - Kl ei n e N et e; Gr o b b e n d o n k ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A266
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 1 0 K N E 0 5 2 0 0 0, st ati o n 5 2 1 0 1 0 2 - Kl ei n e N et e; Gr o b b e n d o n k
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A267
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M PA RA METE RS F O R CAT C H ME NT " V 1 0 M O P 0 6 2 1 4 0" ( N E T E)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt V 1 0 M O P 0 6 2 1 4 0 ( N et e)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt V 1 0 M O P 0 6 2 1 4 0 ( N et e)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A268
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
V1 0 M O P062140
s u b c at c h m e nt _ ar e a [ m 2]
77319091
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 4 2 6. 3 6), (' S M e v a p', 2 1 0. 6 3), (' c 1', 2. 1 8), (' c 2', 0. 6 9), (' c 3', 1. 0), (' c O F 1', - 5. 9 8), (' c O F 2', 0. 1), (' cI F 1', - 4. 1 6), (' cI F 2', 3. 0), (' C Q O F', 1 0. 6 5), (' C KI F', 6 2. 2 4), (' C K B F', 6 6 7. 2)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 1 9 9 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
1. 4 %
-5. 3 %
-5. 2 %
NS
0. 6 1 4
0. 4 6 1
0. 6 0 6
N S _l o g
0. 6 5 9
0. 4 7 5
0. 7 4 4
N S _r el
-0. 0 8 2
-0. 5 1 7
0. 7 8 1
K GE
0. 6 8 8
0. 4 4 8
0. 6 4 4
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
1 5. 7 %
3 2. 0 %
6. 5 %
NS
0. 6 4 7
0. 4 3
0. 6 8 3
N S _l o g
0. 6 4 5
0. 4 6 2
0. 7 6 9
N S _r el
-0. 8 0 4
-1. 9 4
0. 7 5 6
K GE
0. 7 3 2
0. 4 9 1
0. 7 0 6
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A269
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 1 0 M O P 0 6 2 1 4 0, st ati o n 6 2 1 0 1 0 2 - M ol e n b e e k, P ull e( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 1 0 M O P 0 6 2 1 4 0, st ati o n 6 2 1 0 1 0 2 - M ol e n b e e k, P ull e ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A270
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 1 0 M O P 0 6 2 1 4 0, st ati o n 6 2 1 0 1 0 2 - M ol e n b e e k, P ull e ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 1 0 M O P 0 6 2 1 4 0, st ati o n 6 2 1 0 1 0 2 - M ol e n b e e k, P ull e ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A271
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 1 0 M O P 0 6 2 1 4 0, st ati o n 6 2 1 0 1 0 2 - M ol e n b e e k, P ull e
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A272
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M PA RA METE RS F O R CAT C H ME NT " V 1 0 WI M 0 8 2 0 5 0" ( N E T E)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt V 1 0 WI M 0 8 2 0 5 0 ( N et e)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt V 1 0 WI M 0 8 2 0 5 0 ( N et e)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A273
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
V 1 0 WI M 0 8 2 0 5 0
s u b c at c h m e nt _ ar e a [ m 2]
65701200
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 4 4 6. 8 5), (' S M e v a p', 1 4 5. 6 1), (' c 1', 1. 9 7), (' c 2', 0. 5 5), (' c 3', 1. 0), (' c O F 1', - 4. 9 2), (' c O F 2', 3. 4 2), (' cI F 1', - 3. 6 3), (' cI F 2', 3. 0), (' C Q O F', 1 1. 0), (' C KI F', 8 8. 5 9), (' C K B F', 8 7 2. 1 2)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 1 9 9 5 - 2 0 0 7)
F ull y e ar
S u m m er
Wi nt er
R el Err
0. 4 %
-1. 4 %
-0. 2 %
NS
0. 6 2 4
0. 5 5 6
0. 6 8 2
N S _l o g
0. 5 9 9
0. 3 7 3
0. 7 0 9
N S _r el
-1 4. 3 9 6
-2 8. 0 9 5
0. 7 3 9
K GE
0. 7 5 4
0. 5 0 8
0. 8 2 1
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
1 3. 6 %
1. 4 %
1 9. 5 %
NS
0. 5 6 7
0. 5 2 3
0. 6 4 2
N S _l o g
0. 5 2 9
0. 3 4 1
0. 6 3 7
N S _r el
-9. 3 1 3
-1 9. 9 8 1
0. 3 5 1
K GE
0. 7 5 3
0. 5 0 8
0. 8 2 1
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A274
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 1 0 WI M 0 8 2 0 5 0, st ati o n 8 2 1 0 1 0 2 - Wi e k e v or st( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 1 0 WI M 0 8 2 0 5 0, st ati o n 8 2 1 0 1 0 2 - Wi e k e v or st ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A275
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt V 1 0 WI M 0 8 2 0 5 0, st ati o n 8 2 1 0 1 0 2 - Wi e k e v or st ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt V 1 0 WI M 0 8 2 0 5 0, st ati o n 8 2 1 0 1 0 2 - Wi e k e v or st ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A276
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 1 0 WI M 0 8 2 0 5 0, st ati o n 8 2 1 0 1 0 2 - Wi e k e v or st
Fi g ur e 8: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 1 0 WI M 0 8 2 0 5 0, st ati o n 8 2 1 0 1 0 2 - Wi e k e v or st
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A277
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 9: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt V 1 0 WI M 0 8 2 0 5 0, st ati o n 8 2 1 0 1 0 2 - Wi e k e v or st
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A278
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
A p p e n di x 1 3
Fi n al v ersi o n
M e us e
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
A 279
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M P A R A M E T E R S F O R C A T C H M E N T " F 1 1 M A A 8 7 0 2" ( M E U S E)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt F 1 1 M A A 8 7 0 2 ( M e u s e)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt F 1 1 M A A 8 7 0 2 ( M e u s e)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A280
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
F11M A A8702
s u b c at c h m e nt _ ar e a [ m 2]
10120000000
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 3 8 0. 8 5), (' S M e v a p', 2 2 1. 5 3), (' c 1', 4. 0), (' c 2', 1. 8 5), (' c 3', 1. 0), (' c O F 1', - 6. 0), (' c O F 2', 0. 0 4), (' cI F 1', - 4. 0 4), (' cI F 2', 3. 0), (' C Q O F', 1 1. 6 1), (' C KI F', 8 6. 4 8), (' C K B F', 1 5 1 2. 0 8)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 2 0 0 1 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
-5. 9 %
3 1. 4 %
-1 8. 5 %
NS
0. 6 9 5
0. 2 6 6
0. 4 8 6
N S _l o g
0. 7 6 1
0. 1 3 5
0. 6 1 9
N S _r el
0. 7 3 6
0. 2 1 2
0. 6 6 2
K GE
0. 6 0 9
0. 5 6 5
0. 4 1 8
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
-2. 5 %
3 2. 2 %
-1 5. 2 %
NS
0. 7 0 5
0. 2 8 7
0. 5 2 9
N S _l o g
0. 7 7 5
0. 1 8 3
0. 6 3 7
N S _r el
0. 7 5 4
0. 2 2 9
0. 6 1 3
K GE
0. 6 0 8
0. 5 9
0. 4 3 1
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A281
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt F 1 1 M A A 8 7 0 2, st ati o n M e u s e, C h o o z( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt F 1 1 M A A 8 7 0 2, st ati o n M e u s e, C h o o z ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A282
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt F 1 1 M A A 8 7 0 2, st ati o n M e u s e, C h o o z ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt F 1 1 M A A 8 7 0 2, st ati o n M e u s e, C h o o z ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A283
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt F 1 1 M A A 8 7 0 2, st ati o n M e u s e, C h o o z
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A284
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M PA RA METE RS F O R CAT C H ME NT " W 1 1 B E R 5 5 1 0 1 0" ( M E U SE)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt W 1 1 B E R 5 5 1 0 1 0 ( M e u s e)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt W 1 1 B E R 5 5 1 0 1 0 ( M e u s e)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A285
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
W 11 B E R551010
s u b c at c h m e nt _ ar e a [ m 2]
128000000
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 3 2 1. 2), (' S M e v a p', 2 4 2. 1 5), (' c 1', 2. 4), (' c 2', 1. 0 1), (' c 3', 1. 0), (' c O F 1', - 6. 0 4), (' c O F 2', 6. 7 8), (' cI F 1', - 4. 6 7), (' cI F 2', 2. 5 9), (' C Q O F', 1 3. 9 6), (' C KI F', 6 2. 9 6), (' C K B F', 1 2 2 3. 5 3)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 1 9 9 4 - 2 0 0 6)
F ull y e ar
S u m m er
Wi nt er
R el Err
0. 3 %
0. 5 %
-1. 4 %
NS
0. 6 2 3
0. 5 9 2
0. 5 8 1
N S _l o g
0. 6 4 5
0. 4 8 6
0. 5 9 9
N S _r el
0. 6 0 6
0. 7 2 2
0. 4 8
K GE
0. 7 4 2
0. 7 0 7
0. 7 5 5
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
5. 5 %
1 7. 9 %
-1. 2 %
NS
0. 5 1 1
0. 3 5 7
0. 4 9 4
N S _l o g
0. 3 0 4
-0. 1 8 3
0. 3 8 8
N S _r el
-1 5. 0 6 7
-2 0. 8 6 5
-4. 8 0 4
K GE
0. 6 7 3
0. 5 9 5
0. 6 7
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A286
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt W 1 1 B E R 5 5 1 0 1 0, st ati o n u n k o w n( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt W 1 1 B E R 5 5 1 0 1 0, st ati o n u n k o w n ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A287
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt W 1 1 B E R 5 5 1 0 1 0, st ati o n u n k o w n ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt W 1 1 B E R 5 5 1 0 1 0, st ati o n u n k o w n ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A288
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt W 1 1 B E R 5 5 1 0 1 0, st ati o n u n k o w n
Fi g ur e 8: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt W 1 1 B E R 5 5 1 0 1 0, st ati o n u n k o w n
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A289
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 9: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt W 1 1 B E R 5 5 1 0 1 0, st ati o n u n k o w n
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A290
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M P A R A M E T E R S F O R C A T C H M E N T " W 1 1 H O Y 5 9 9 0" ( M E U S E)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt W 1 1 H O Y 5 9 9 0 ( M e u s e)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt W 1 1 H O Y 5 9 9 0 ( M e u s e)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A291
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
W11 H O Y5990
s u b c at c h m e nt _ ar e a [ m 2]
242000000
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 6 0 1. 3 7), (' S M e v a p', 1 4 4. 4 6), (' c 1', 1. 9 6), (' c 2', 0. 7 9), (' c 3', 1. 0), (' c O F 1', - 5. 4 4), (' c O F 2', 5. 0), (' cI F 1', - 4. 9 4), (' cI F 2', 3. 0), (' C Q O F', 1 3. 6 4), (' C KI F', 7 7. 3 9), (' C K B F', 1 1 9 3. 9)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 2 0 0 1 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
0. 4 %
9. 2 %
-1 0. 0 %
NS
0. 4 5 5
0. 0 9 6
0. 3
N S _l o g
0. 6 8 7
0. 1 2 8
0. 7 1 6
N S _r el
0. 8 7 6
0. 4 8
0. 9 3 2
K GE
0. 4 8 2
0. 4 9 3
0. 2 6 1
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
-0. 8 %
8. 5 %
-1 1. 7 %
NS
0. 4 5
0. 0 9
0. 2 9 6
N S _l o g
0. 6 8 3
0. 1 1 8
0. 7 0 7
N S _r el
0. 8 7 5
0. 4 7 8
0. 9 3
K GE
0. 4 7
0. 4 8 6
0. 2 5 4
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A292
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt W 1 1 H O Y 5 9 9 0, st ati o n H o y o u x, M ar c hi n( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt W 1 1 H O Y 5 9 9 0, st ati o n H o y o u x, M ar c hi n ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A293
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt W 1 1 H O Y 5 9 9 0, st ati o n H o y o u x, M ar c hi n ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt W 1 1 H O Y 5 9 9 0, st ati o n H o y o u x, M ar c hi n ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A294
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt W 1 1 H O Y 5 9 9 0, st ati o n H o y o u x, M ar c hi n
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A295
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M PA RA METE RS F O R CAT C H ME NT " W 1 1 J E K 5 5 3 0 1 0" ( M E U SE)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt W 1 1 J E K 5 5 3 0 1 0 ( M e u s e)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt W 1 1 J E K 5 5 3 0 1 0 ( M e u s e)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A296
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
W 1 1J E K 5 5 3 0 1 0
s u b c at c h m e nt _ ar e a [ m 2]
465499442
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 5 2 2. 0 3), (' S M e v a p', 1 5 9. 0 3), (' c 1', 1. 8 8), (' c 2', 0. 1), (' c 3', 1. 0), (' c O F 1', - 4. 0 2), (' c O F 2', 0. 5 6), (' cI F 1', - 6. 0), (' cI F 2', 0. 4 2), (' C Q O F', 1 4. 3 9), (' C KI F', 6 0. 2 8), (' C K B F', 1 1 0 1. 5 3)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 1 9 9 3 - 1 9 9 8)
F ull y e ar
S u m m er
Wi nt er
R el Err
0. 9 %
6. 4 %
-5. 3 %
NS
0. 5 0 9
0. 5 0 8
0. 5 8 8
N S _l o g
0. 2 5 4
0. 3 0 5
0. 3 6 4
N S _r el
0. 6 9 2
0. 8 3 5
0. 7 3 6
K GE
0. 6 4 6
0. 5 2
0. 7 2 3
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
-1 0. 1 %
2. 3 %
-2 1. 3 %
NS
0. 1 8 5
0. 2 2 3
0. 1 8 8
N S _l o g
-0. 0 6 4
-0. 0 0 1
-0. 0 5 8
N S _r el
0. 2 5 3
0. 2 5 2
0. 5 2 1
K GE
0. 4 7 6
0. 5 4
0. 4 5 7
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A297
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt W 1 1 J E K 5 5 3 0 1 0, st ati o n u n k o w n( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt W 1 1 J E K 5 5 3 0 1 0, st ati o n u n k o w n ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A298
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt W 1 1 J E K 5 5 3 0 1 0, st ati o n u n k o w n ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt W 1 1 J E K 5 5 3 0 1 0, st ati o n u n k o w n ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A299
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt W 1 1 J E K 5 5 3 0 1 0, st ati o n u n k o w n
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A300
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M PA RA METE RS F O R CAT C H ME NT " W 1 1 M A A P R O F" ( M E U S E)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt W 1 1 M A A P R O F ( M e u s e)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt W 1 1 M A A P R O F ( M e u s e)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A301
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
W11 M A A P R OF
s u b c at c h m e nt _ ar e a [ m 2]
12585000000
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 4 4 7. 9), (' S M e v a p', 1 9 2. 0 9), (' c 1', 3. 0 5), (' c 2', 2. 1 3), (' c 3', 1. 0), (' c O F 1', - 6. 0), (' c O F 2', 0. 0), (' cI F 1', - 3. 7 2), (' cI F 2', 3. 0), (' C Q O F', 1 4. 2 7), (' C KI F', 6 9. 7), (' C K B F', 1 1 4 8. 3 9)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 2 0 0 2 - 2 0 1 2)
F ull y e ar
S u m m er
Wi nt er
R el Err
-0. 6 %
9. 9 %
-1 2. 0 %
NS
0. 7 2
0. 5 1 3
0. 5 3 6
N S _l o g
0. 7 7 6
0. 3 9
0. 6 2 2
N S _r el
0. 8 0 7
0. 6 4 9
0. 6 2 8
K GE
0. 6 7 7
0. 6 7 2
0. 4 5 8
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
-6. 8 %
6. 5 %
-1 4. 9 %
NS
0. 7 0 7
0. 4 9 6
0. 5 1 2
N S _l o g
0. 7 7
0. 3 8 2
0. 6 1 9
N S _r el
0. 8 0 7
0. 6 3 1
0. 6 2 6
K GE
0. 6 5 6
0. 6 6 5
0. 4 3 9
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A302
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt W 1 1 M A A P R O F, st ati o n M e u s e, Pr of o n d e vill e( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt W 1 1 M A A P R O F, st ati o n M e u s e, Pr of o n d e vill e ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A303
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt W 1 1 M A A P R O F, st ati o n M e u s e, Pr of o n d e vill e ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt W 1 1 M A A P R O F, st ati o n M e u s e, Pr of o n d e vill e ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A304
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c a t c h m e nt W 1 1 M A A P R O F, st ati o n M e u s e, Pr of o n d e vill e
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A305
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M P A R A M E T E R S F O R C A T C H M E N T " W 1 1 M E H 5 8 2 0" ( M E U S E)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt W 1 1 M E H 5 8 2 0 ( M e u s e)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt W 1 1 M E H 5 8 2 0 ( M e u s e)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A306
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
W11 M E H5820
s u b c at c h m e nt _ ar e a [ m 2]
355800000
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 3 9 6. 6 7), (' S M e v a p', 1 6 9. 9 2), (' c 1', 2 0. 3 5), (' c 2', 0. 4 5), (' c 3', 1. 0), (' c O F 1', - 5. 2 5), (' c O F 2', 3. 1 3), (' cI F 1', - 4. 2 5), (' cI F 2', 2. 9 2), (' C Q O F', 1 2. 3 7), (' C KI F', 8 2. 5), (' C K B F', 1 0 7 4. 6 6)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 2 0 0 4 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
2 3 5. 3 %
5 1 9. 3 %
1 2 9. 8 %
NS
-8. 4 4 5
-9 0. 7 8 6
-2. 8 4 2
N S _l o g
-3. 5
-1 8. 7 0 1
-1. 9 2 8
N S _r el
-1 7. 4 1 7
-7 8. 6 8 2
-4. 9 1 9
K GE
-1. 5 9 8
-6. 1 9 6
-0. 3 1 5
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
1 6 4. 6 %
3 6 3. 5 %
9 0. 0 %
NS
-3. 8 9 2
-1 6. 9 8 1
-1. 0 3 1
N S _l o g
-2. 3 3 1
-1 0. 2 9 3
-1. 0 7 2
N S _r el
-1 1. 1 1 2
-1 8. 7 6
-2. 9 5 6
K GE
-1. 0 1 5
-3. 4 5 4
-0. 0 3 3
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A307
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt W 1 1 M E H 5 8 2 0, st ati o n M e h ai g n e, W a n z e( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt W 1 1 M E H 5 8 2 0, st ati o n M e h ai g n e, W a n z e ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A308
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt W 1 1 M E H 5 8 2 0, st ati o n M e h ai g n e, W a n z e ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt W 1 1 M E H 5 8 2 0, st ati o n M e h ai g n e, W a n z e ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A309
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt W 1 1 M E H 5 8 2 0, st ati o n M e h ai g n e, W a n z e
Fi g ur e 8: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt W 1 1 M E H 5 8 2 0, st ati o n M e h ai g n e, W a n z e
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A310
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 9: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt W 1 1 M E H 5 8 2 0, st ati o n M e h ai g n e, W a n z e
Fi g ur e 1 0: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt W 1 1 M E H 5 8 2 0, st ati o n M e h ai g n e, W a n z e
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A311
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M P A R A M E T E R S F O R C A T C H M E N T " W 1 1 O U R 5 8 0 5" ( M E U S E)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt W 1 1 O U R 5 8 0 5 ( M e u s e)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt W 1 1 O U R 5 8 0 5 ( M e u s e)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A312
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
W11 O U R5805
s u b c at c h m e nt _ ar e a [ m 2]
3607000000
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 4 7 2. 9 1), (' S M e v a p', 1 3 4. 8 4), (' c 1', 2. 2 5), (' c 2', 1. 6 5), (' c 3', 1. 0), (' c O F 1', - 5. 8 8), (' c O F 2', 4. 4), (' cI F 1', - 3. 1 3), (' cI F 2', 3. 0), (' C Q O F', 1 1. 8 2), (' C KI F', 7 0. 3 2), (' C K B F', 7 5 2. 4 4)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 2 0 0 1 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
0. 6 %
1 3. 5 %
-1 0. 0 %
NS
0. 7 0 6
0. 6 3 5
0. 5 5 3
N S _l o g
0. 8 0 3
0. 5 4 2
0. 6 6 8
N S _r el
0. 8 3 9
0. 7 1 1
0. 7 7 6
K GE
0. 6 3 8
0. 7 1 6
0. 4 6 1
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
1. 9 %
7. 5 %
-2. 8 %
NS
0. 7 0 6
0. 6 2 3
0. 5 8 8
N S _l o g
0. 7 9
0. 5 6 6
0. 6 9
N S _r el
0. 8 2 1
0. 8 7
0. 7 2
K GE
0. 6 5 8
0. 5 9
0. 5 0 6
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A313
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt W 1 1 O U R 5 8 0 5, st ati o n O urt h e, A n gl e ur 2 bi s( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt W 1 1 O U R 5 8 0 5, st ati o n O urt h e, A n gl e ur 2 bi s ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A314
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt W 1 1 O U R 5 8 0 5, st ati o n O urt h e, A n gl e ur 2 bi s ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt W 1 1 O U R 5 8 0 5, st ati o n O urt h e, A n gl e ur 2 bi s ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A315
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt W 1 1 O U R 5 8 0 5, st ati o n O urt h e, A n gl e ur 2 bi s
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A316
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1
C A LI B R A TI O N A N D V A LI D A TI O N OF V H M P A R A M E T E R S F O R C A T C H M E N T " W 1 1 S A M 7 3 1 9" ( M E U S E)
1. 1 I n p ut d at a
Fi g ur e 1: C u m ul ati v e pr e ci pit ati o n o n c at c h m e nt W 1 1 S A M 7 3 1 9 ( M e u s e)
Fi g ur e 2: A n n u al c u m ul at e d di s c h ar g e (r e d) a n d s c al e d pr e ci pit ati o n ( bl u e) a c c or di n g t o r u n off r ati o (t ot al Q/t ot al P) a n d c u m ul ati v e p ot e nti al e v a p otr a n s pir ati o n ( gr e e n) o n c at c h m e nt W 1 1 S A M 7 3 1 9 ( M e u s e)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A317
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 2
M o d el s u m m ar y
m o d el _ str u ct ur e
V H M cl a s si c. L u m p e d
s u b c at c h m e nt _ n a m e
W11 S A M7319
s u b c at c h m e nt _ ar e a [ m 2]
2636000000
V ali d ati o n st art _ d at e
0 1 -0 1 -1 9 6 7
V ali d ati o n e n d _ d at e
3 1 -1 2 -2 0 1 3
fr e q u e n c y
d ail y
O pti m al p ar a m et er s et: [(' S M m a x', 4 2 1. 9 5), (' S M e v a p', 2 5 3. 8 7), (' c 1', 2. 6 5), (' c 2', 0. 9 9), (' c 3', 1. 0), (' c O F 1', - 6. 0), (' c O F 2', 0. 2 9), (' cI F 1', - 3. 3 9), (' cI F 2', 3. 0), (' C Q O F', 1 2. 9 2), (' C KI F', 8 7. 5 9), (' C K B F', 1 8 3 6. 6 9)] T a bl e 1: G o o d n e s s of fit f or c ali br ati o n p eri o d ( 2 0 0 7 - 2 0 1 2)
F ull y e ar
S u m m er
Wi nt er
R el Err
-0. 5 %
4 4. 3 %
-2 1. 0 %
NS
0. 7 2 8
-0. 0 1 9
0. 6 3 5
N S _l o g
0. 6 3 6
-0. 2 4 5
0. 6 6 3
N S _r el
0. 7 0 4
-0. 3 2 1
0. 8 4 7
K GE
0. 6 6 5
0. 4 5 7
0. 5 2 6
T a bl e 2 : G o o d n e s s of fit f or v ali d ati o n p eri o d ( 1 9 6 7 - 2 0 1 3)
F ull y e ar
S u m m er
Wi nt er
R el Err
-1. 8 %
4 1. 4 %
-2 2. 0 %
NS
0. 7 1 3
0. 0 5 5
0. 5 9 4
N S _l o g
0. 6 0 7
-0. 2 7 2
0. 5 8 5
N S _r el
0. 7 1 8
-0. 2 3 9
0. 8 2 1
K GE
0. 6 5
0. 5 0 1
0. 5 0 3
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A318
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
1. 3
O b s er v e d a n d si m ul at e d ti m e s eri e s f or o pti m u m p ar a m et er s
Fi g ur e 3: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt W 1 1 S A M 7 3 1 9, st ati o n S a m b er, S al zi n n e( c ali br ati o n p eri o d)
Fi g ur e 4: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt W 1 1 S A M 7 3 1 9, st ati o n S a m b er, S al zi n n e ( c ali br ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A319
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 5: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] o n c at c h m e nt W 1 1 S A M 7 3 1 9, st ati o n S a m b er, S al zi n n e ( v ali d ati o n p eri o d)
Fi g ur e 6: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) c u m ul ati v e di s c h ar g e [ m 3] o n c at c h m e nt W 1 1 S A M 7 3 1 9, st ati o n S a m b er, S al zi n n e ( v ali d ati o n p eri o d)
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A320
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 7: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt W 1 1 S A M 7 3 1 9, st ati o n S a m b er, S al zi n n e
Fi g ur e 8: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt W 1 1 S A M 7 3 1 9, st ati o n S a m b er, S al zi n n e
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A321
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi e s i n t h e S c h el dt b a si n S u b r e p ort 4- 4 – A n al y s e s of h y dr ol o gi c al m o d el s f or cli m at e c h a n g e m o d elli n g – V H M
Fi g ur e 9: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt W 1 1 S A M 7 3 1 9, st ati o n S a m b er, S al zi n n e
Fi g ur e 1 0: M e a s ur e d (r e d) a n d si m ul at e d ( bl u e) d ail y di s c h ar g e [ m 3/ s] d uri n g s p e cifi c l o w a n d hi g h fl o w e v e nt s o n c at c h m e nt W 1 1 S A M 7 3 1 9, st ati o n S a m b er, S al zi n n e
Fi n al r e p ort
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4- 4
A322
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
A p p e n di x 1 4
G e o gr a p hi c al o v er vi e w c ali br ati o n
B as e d o n t h e st atisti cs f or e a c h of t h e N A M m o d els, a r e cl assifi c ati o n is p erf or m e d. T h e t a bl e b el o w s h o ws h o w N S E, L o g N S E a n d R el Err ar e c o m bi n e d t o g et a u ni q u e v al u e f or e a c h s u b c at c h m e nt. T his e v al u ati o n r es ults i n t h e m a p w hi c h is i n cl u d e d h er e aft er.
W h e n v al u e
NSE
L og NSE
R el Err
> 0, 6 0, 3 -0, 6 < 0, 3
3 2 1
> 0, 6 0, 3 -0, 6 < 0, 3
3 2 1
<15 5 0 -3 0 >50
3 2 1
C o m bi n ati o ns 3 3 2 3 2 1 2 1 1 1
Fi n al v ersi o n
R e cl assif y v al u e
3 3 2 3 2 2 2 1 1 1
3 2 3 1 2 3 1 3 2 1
C o m bi n ati o n st atisti c s 27 18 12 9 8 6 4 3 2 1
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
R e cl as sifi c ati o n 3 2 2 2 2 1 1 1 1 1
J u d g e m e nt Good A c c e pt a bl e
Bad
A 323
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
A 324
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – A n al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
A p p e n di x 1 5 G e o gr a p hi c al o v er vi e w v ali d ati o n B as e d o n t h e st atisti cs f or e a c h of t h e N A M m o d els, a r e cl assifi c ati o n is p erf or m e d. T h e t a bl e b el o w s h o ws h o w N S E, L o g N S E a n d R el Err ar e c o m bi n e d t o g et a u ni q u e v al u e f o r e a c h s u b c at c h m e nt. T his e v al u ati o n r es ults i n t h e m a p w hi c h is i n cl u d e d h er e aft er.
W h e n v al u e
NSE
L og NSE
R el Err
> 0, 6 0, 3 -0, 6 < 0, 3
3 2 1
> 0, 6 0, 3 -0, 6 < 0, 3
3 2 1
<15 5 0 -3 0 >50
3 2 1
C o m bi n at i o ns 3 3 2 3 2 1 2 1 1 1
Fi n al v ersi o n
R e cl assif y v al u e
3 3 2 3 2 2 2 1 1 1
3 2 3 1 2 3 1 3 2 1
C o m bi n ati o n st atisti c s 27 18 12 9 8 6 4 3 2 1
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
R e cl as sifi c ati o n 3 2 2 2 2 1 1 1 1 1
J u d g e m e nt Good A c c e pt a bl e
Bad
A 325
M o d elli n g w at er a v ail a bilit y a n d w at er all o c ati o n str at e gi es i n t h e S c h el dt b asi n S u b r e p ort 4 - 4 – An al ys es of h y dr ol o gi c al m o d els f or cli m at e c h a n g e m o d elli n g – V H M
A 326
W L 2 0 2 1 R 0 0 _ 1 6 2 _ 4 -4
Fi n al v ersi o n
D E P A R T M E N T M O BI LI T Y & P U B LI C W O R K S Fl a n d ers h y dr a uli c s R es e ar c h B er c h e ml ei 11 5, 21 4 0 A nt w er p T + 3 2 ( 0) 3 2 2 4 6 0 3 5 F + 3 2 ( 0) 3 2 2 4 6 0 3 6 w at er b o u w k u n di gl a b o @ vl a a n d er e n. b e w w w. fl a n d e rs h y d r a uli cs res e a r c h. b e