HBM-ERGOM ver. H40 AU Oct 2016 Validation stations · Surface NO3 . Normalised SD 0.5 1 1.5 0 0.5 1...

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HBM-ERGOM ver. H40 AU Oct 2016 Validation stations

Validation stations

A

B

C

N

M

L K

D

J F-G H

I

E

A=English Channel B=Dogger Bank, C=Skagerrak D=Kattegat (Anholt) E= Aalborg Bight F=Kattegat S. G=Aarhus Bight H=Little Belt I=Great Belt J= the Sound K=Arkona Basin L= Bornholm Basin M=Gotland Basin N=Bothnian Sea

AU version with extra river loads in Denmark (black spots) 2001-2014

B) Transition area

oE 11oE 13oE 15oE

Kattegat

BalticSea

Denmark Sweden

Germany

LB GB

ARH

AAL

SO

GNI

Maar et al. (2016) Ecol Model, 320:258-272

Surface NO3 N

orm

alis

ed S

D

0.5

1

1.5

0

0.5

1

1.5

20.1

0.3

0.5

0.7

0.8

0.9

0.95

0.99

C or r e

l at

i on

data

A

B

C DE

F

G HIJ

KL

M N

A) NOx 2001-2014

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

10

20

mm

ol-N

O3

m-3

A) S. North Sea

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

5

10

15

mm

ol-N

O3

m-3

B) Dogger Bank

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

5

10

15m

mol

-NO

3 m

-3

C) Skagerrak

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

5

10

15

mm

ol-N

O3

m-3

D) Kattegat

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

5

10

15

mm

ol-N

O3

m-3

E) Aalborg Bight

Surface NO3 N

orm

alis

ed S

D

0.5

1

1.5

0

0.5

1

1.5

20.1

0.3

0.5

0.7

0.8

0.9

0.95

0.99

C or r e

l at

i on

data

A

B

C DE

F

G HIJ

KL

M N

A) NOx 2001-2014

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

5

10

15

mm

ol-N

O3

m-3

F) S. Kattegat (Gniben)

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

5

10

15

mm

ol-N

O3

m-3

G) Aarhus Bight

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

5

10

15m

mol

-NO

3 m

-3H) Little Belt

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

5

10

15

mm

ol-N

O3

m-3

I) Great Belt

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

5

10

15

mm

ol-N

O3

m-3

J) The Sound

Surface NO3 N

orm

alis

ed S

D

0.5

1

1.5

0

0.5

1

1.5

20.1

0.3

0.5

0.7

0.8

0.9

0.95

0.99

C or r e

l at

i on

data

A

B

C DE

F

G HIJ

KL

M N

A) NOx 2001-2014 01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

5

10

15

mm

ol-N

O3

m-3

K) Arkona Basin

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

5

10

15

mm

ol-N

O3

m-3

L) Bornholm Basin

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

5

10

15

mm

ol-N

O3

m-3

M) Gotland Basin

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

5

10

15

mm

ol-N

O3

m-3

N) Bothnian Sea

Surface PO4

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

0.5

1

1.5

mm

ol-P

O4

m-3

A) North Sea S.

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

0.5

1

1.5

mm

ol-P

O4

m-3

B) Dogger Bank

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

0.5

1

1.5m

mol

-PO

4 m

-3C) Skagerrak

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

0.5

1

1.5

mm

ol-P

O4

m-3

D) Kattegat

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

0.5

1

1.5

mm

ol-P

O4

m-3

E) Aalborg Bight

Nor

mal

ised

SD

0.5

1

1.5

0

0.5

1

1.5

20.1

0.3

0.5

0.7

0.8

0.9

0.95

0.99

C or r e

l at

i on

data

A

B

CD

EFG

H

I

J KL

M

N

B) PO4 2001-2014

Surface PO4

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

0.5

1

1.5

mm

ol-P

O4

m-3

F) S. Kattegat (Gniben)

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

0.5

1

1.5

mm

ol-P

O4

m-3

G) Aarhus Bight

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

0.5

1

1.5m

mol

-PO

4 m

-3H) Little Belt

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

0.5

1

1.5

mm

ol-P

O4

m-3

I) Great Belt

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

0.5

1

1.5

mm

ol-P

O4

m-3

J) The Sound

Nor

mal

ised

SD

0.5

1

1.5

0

0.5

1

1.5

20.1

0.3

0.5

0.7

0.8

0.9

0.95

0.99

C or r e

l at

i on

data

A

B

CD

EFG

H

I

J KL

M

N

B) PO4 2001-2014

Surface PO4 #3

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

0.5

1

1.5

mm

ol-P

O4

m-3

K) Arkona Basin

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

0.5

1

1.5

mm

ol-P

O4

m-3

L) Bornholm Basin

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

0.5

1

1.5

mm

ol-P

O4

m-3

F) Gotland Basin

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

0.5

1

1.5

mm

ol-P

O4

m-3

F) Bothnian Sea

Nor

mal

ised

SD

0.5

1

1.5

0

0.5

1

1.5

20.1

0.3

0.5

0.7

0.8

0.9

0.95

0.99

C or r e

l at

i on

data

A

B

CD

EFG

H

I

J KL

M

N

B) PO4 2001-2014

Surface silicate

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

10

20

mm

ol-S

i m-3

A) S.North Sea

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

10

20

mm

ol-S

i m-3

B) Dogger Bank

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

10

20m

mol

-Si m

-3C) Skagerrak

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

10

20

mm

ol-S

i m-3

D) Kattegat

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

10

20

mm

ol-S

i m-3

E) Aalborg Bight

Nor

mal

ised

SD

0.5

1

1.5

0

0.5

1

1.5

20.1

0.3

0.5

0.7

0.8

0.9

0.95

0.99

C or r e

l at

i on

data

A

B

C

DE

FG

H

I

J

K

L

M

N

C) Si 2001-2014

Surface silicate

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

10

20

30

mm

ol-S

i m-3

F) S. Kattegat (Gniben)

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

10

20

30

mm

ol-S

i m-3

G) Aarhus Bight

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

10

20

30m

mol

-Si m

-3H) Little Belt

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

10

20

30

mm

ol-S

i m-3

I) Great Belt

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

10

20

30

mm

ol-S

i m-3

J) The Sound

Nor

mal

ised

SD

0.5

1

1.5

0

0.5

1

1.5

20.1

0.3

0.5

0.7

0.8

0.9

0.95

0.99

C or r e

l at

i on

data

A

B

C

DE

FG

H

I

J

K

L

M

N

C) Si 2001-2014

Surface silicate

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

10

20

30

mm

ol-S

i m-3

K) Arkona Basin

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

10

20

30

mm

ol-S

i m-3

L) Bornholm Basin

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

10

20

30

mm

ol-S

i m-3

M) Gotland Basin

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

10

20

30

mm

ol-S

i m-3

N) Bothnian Sea

Nor

mal

ised

SD

0.5

1

1.5

0

0.5

1

1.5

20.1

0.3

0.5

0.7

0.8

0.9

0.95

0.99

C or r e

l at

i on

data

A

B

C

DE

FG

H

I

J

K

L

M

N

C) Si 2001-2014

Bottom oxygen

01 02 03 04 05 06 07 08 09 10 11 12 13 14 15

0200400600

mm

ol-O

2 m

-3 C) Skagerrak

01 02 03 04 05 06 07 08 09 10 11 12 13 14 15

0200400600

mm

ol-O

2 m

-3 D) Kattegat

01 02 03 04 05 06 07 08 09 10 11 12 13 14 15

0200400600

mm

ol-O

2 m

-3 E) S. Kattegat

01 02 03 04 05 06 07 08 09 10 11 12 13 14 15

0200400600

mm

ol-O

2 m

-3 F) Aalborg BIght

01 02 03 04 05 06 07 08 09 10 11 12 13 14 15

0200400600

mm

ol-O

2 m

-3 G) Aarhus Bight

01 02 03 04 05 06 07 08 09 10 11 12 13 14 15

0200400600

mm

ol-O

2 m

-3 H) Little Belt

Nor

mal

ised

SD

0.5

1

1.5

0

0.5

1

1.5

20.1

0.3

0.5

0.7

0.8

0.9

0.95

0.99

C or r e

l at

i on

data

C

DE

F

GHI

J K

L

M

N

D) Bottom oxygen 2001-2014

Bottom oxygen

01 02 03 04 05 06 07 08 09 10 11 12 13 14 15

0200400600

mm

ol-O

2 m

-3 I) Great Belt

01 02 03 04 05 06 07 08 09 10 11 12 13 14 15

0200400600

mm

ol-O

2 m

-3 J) The Sound

01 02 03 04 05 06 07 08 09 10 11 12 13 14 15

0200400600

mm

ol-O

2 m

-3 K) Arkona Basin

01 02 03 04 05 06 07 08 09 10 11 12 13 14 15

0200400600

mm

ol-O

2 m

-3 L) Bornholm Basin

01 02 03 04 05 06 07 08 09 10 11 12 13 14 15

0200400600

mm

ol-O

2 m

-3 M) Gotland Basin

01 02 03 04 05 06 07 08 09 10 11 12 13 14 15

0200400600

mm

ol-O

2 m

-3 N) Bothnian Sea

Nor

mal

ised

SD

0.5

1

1.5

0

0.5

1

1.5

20.1

0.3

0.5

0.7

0.8

0.9

0.95

0.99

C or r e

l at

i on

data

C

DE

F

GHI

J K

L

M

N

D) Bottom oxygen 2001-2014

Surface Chl a 1

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

10

20

mg-

Chl

a m

-3

A) S. North Sea

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

10

20

mg-

Chl

a m

-3

B) Dogger Bank

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

10

20m

g-C

hla

m-3

C) Skagerrak

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

10

20

mg-

Chl

a m

-3

D) Kattegat

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

10

20

mg-

Chl

a m

-3

E) Aalborg Bight

Nor

mal

ised

SD

0.5

1

1.5

0

0.5

1

1.5

20.1

0.3

0.5

0.7

0.8

0.9

0.95

0.99

C or r e

l at

i on

data

A

C

D

E F

G

H

I

JK

L

M

E) Chl a 2001-2014

Surface Chl a 2

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

10

20

mg-

Chl

a m

-3

F) S. Kattegat (Gniben)

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

10

20

mg-

Chl

a m

-3

G) Aarhus Bight

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

10

20m

g-C

hla

m-3

H) Little Belt

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

10

20

mg-

Chl

a m

-3

I) Great Belt

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

10

20

mg-

Chl

a m

-3

J) The Sound

Nor

mal

ised

SD

0.5

1

1.5

0

0.5

1

1.5

20.1

0.3

0.5

0.7

0.8

0.9

0.95

0.99

C or r e

l at

i on

data

A

C

D

E F

G

H

I

JK

L

M

E) Chl a 2001-2014

Surface Chl a 3

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

5

10

15

mg-

Chl

a m

-3

K) Arkona Basin

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

5

10

15m

g-C

hla

m-3

L) Bornholm Basin

01 02 03 04 05 06 07 08 09 10 11 12 13 14 150

5

10

15

mg-

Chl

a m

-3

M) Gotland Basin

Nor

mal

ised

SD

0.5

1

1.5

0

0.5

1

1.5

20.1

0.3

0.5

0.7

0.8

0.9

0.95

0.99

C or r e

l at

i on

data

A

C

D

E F

G

H

I

JK

L

M

E) Chl a 2001-2014

No significant relation for Dogger Bank. No chl a data in Bothnian Sea

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