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– FOR BENEFIT OF THE SOCIETY SPATIAL DATA Geostrophic Surface Currents in the Northern North Atlantic revealed by GOCE, Gravity Anomalies and MSSH D.I. Lysaker, O.C.D. Omang, D. Solheim ESA Living Planet Symposium, Bergen 30. June 2010

D.I. Lysaker, O.C.D. Omang , D. Solheim ESA Living Planet Symposium, Bergen 30. June 2010

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D.I. Lysaker, O.C.D. Omang , D. Solheim ESA Living Planet Symposium, Bergen 30. June 2010. Geostrophic Surface Currents in the Northern North Atlantic revealed by GOCE, Gravity Anomalies and MSSH. This presentation shows an example of how to use geodetic data in climate studies. - PowerPoint PPT Presentation

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Page 1: D.I. Lysaker,  O.C.D. Omang , D. Solheim  ESA Living Planet Symposium, Bergen 30. June 2010

– FOR BENEFIT OF THE SOCIETYSPATIAL DATA

Geostrophic Surface Currents in the Northern North Atlantic revealed by GOCE, Gravity Anomalies and MSSH

D.I. Lysaker, O.C.D. Omang, D. Solheim

ESA Living Planet Symposium, Bergen 30. June 2010

Page 2: D.I. Lysaker,  O.C.D. Omang , D. Solheim  ESA Living Planet Symposium, Bergen 30. June 2010

– FOR BENEFIT OF THE SOCIETYSPATIAL DATA

This presentation shows an example of how to use geodetic data in climate studies

Gravity + MSSH

Geostrophic ocean

surface currents

Direct

Synthetic

Page 3: D.I. Lysaker,  O.C.D. Omang , D. Solheim  ESA Living Planet Symposium, Bergen 30. June 2010

– FOR BENEFIT OF THE SOCIETYSPATIAL DATA

Ocean circulation may be estimated if height above geoid is known

Ocean Circulation and Transport between the North Atlantic and the Arctic Sea

www.science.nasa.gov

Page 4: D.I. Lysaker,  O.C.D. Omang , D. Solheim  ESA Living Planet Symposium, Bergen 30. June 2010

– FOR BENEFIT OF THE SOCIETYSPATIAL DATA

OCTAS -Ocean Circulation and Transport between the North Atlantic and the Arctic Sea

Courtesy Kourosh Ghazavi

Page 5: D.I. Lysaker,  O.C.D. Omang , D. Solheim  ESA Living Planet Symposium, Bergen 30. June 2010

– FOR BENEFIT OF THE SOCIETYSPATIAL DATA

Oceanographic models

• Salinity• Temperature

OCCAM

Page 6: D.I. Lysaker,  O.C.D. Omang , D. Solheim  ESA Living Planet Symposium, Bergen 30. June 2010

– FOR BENEFIT OF THE SOCIETYSPATIAL DATA

Two methods for estimating geostrophic surface currents

• Direct– MDT obtained using LSC

– Combine MSSH and gravity data

• Synthetic– MDT derived by subtracting a regional

gravimetric geoid from a MSSH model

Page 7: D.I. Lysaker,  O.C.D. Omang , D. Solheim  ESA Living Planet Symposium, Bergen 30. June 2010

– FOR BENEFIT OF THE SOCIETYSPATIAL DATA

Direct method uses LSCCross-covariance

between observations y and signal x

Error covariances

Auto-covariance of observations

a-priori signal variance matrix

Covariance matrix for the measurement noise

MDT

Page 8: D.I. Lysaker,  O.C.D. Omang , D. Solheim  ESA Living Planet Symposium, Bergen 30. June 2010

– FOR BENEFIT OF THE SOCIETYSPATIAL DATA

Synthetic method

MDT = MSSH – N + e

Page 9: D.I. Lysaker,  O.C.D. Omang , D. Solheim  ESA Living Planet Symposium, Bergen 30. June 2010

– FOR BENEFIT OF THE SOCIETYSPATIAL DATA

Data used in the direct and synthetic method

MSSH (OCTAS06v3/DNSC08)

Gravity data

Page 10: D.I. Lysaker,  O.C.D. Omang , D. Solheim  ESA Living Planet Symposium, Bergen 30. June 2010

– FOR BENEFIT OF THE SOCIETYSPATIAL DATA

Gravity coverage is not complete in our test area … fill with gravity data from altimetry

Page 11: D.I. Lysaker,  O.C.D. Omang , D. Solheim  ESA Living Planet Symposium, Bergen 30. June 2010

– FOR BENEFIT OF THE SOCIETYSPATIAL DATA

Both models give a lot of features

Combined model (MSSH and g)

Direct model(MSSH and N)

Page 12: D.I. Lysaker,  O.C.D. Omang , D. Solheim  ESA Living Planet Symposium, Bergen 30. June 2010

– FOR BENEFIT OF THE SOCIETYSPATIAL DATA

Geodetic model has smaller features than oceanographic model

Geodetic model (MSSH-N)Oceanographic model (OCCAM)

Page 13: D.I. Lysaker,  O.C.D. Omang , D. Solheim  ESA Living Planet Symposium, Bergen 30. June 2010

– FOR BENEFIT OF THE SOCIETYSPATIAL DATA

Synthetic model fits drifter data better

Average: 10.5 cm/s

Standard deviation: 9.3 cm/s

Page 14: D.I. Lysaker,  O.C.D. Omang , D. Solheim  ESA Living Planet Symposium, Bergen 30. June 2010

– FOR BENEFIT OF THE SOCIETYSPATIAL DATA

Combination model and drifter data

Average: 11.2 cm/s

Standard deviation: 9.8 cm/s

Page 15: D.I. Lysaker,  O.C.D. Omang , D. Solheim  ESA Living Planet Symposium, Bergen 30. June 2010

– FOR BENEFIT OF THE SOCIETYSPATIAL DATA

OCCAM fits better with drifter data

Model Mean Stdsubtracted (cm/s) (cm/s)

MDT_octas06 11.1 9.8

MDT_dnsc08 11.2 9.8

SMDT_octas06 11.3 16.9

SMDT_dnsc08 10.5 9.3

OCCAM 8.5 8.0

Page 16: D.I. Lysaker,  O.C.D. Omang , D. Solheim  ESA Living Planet Symposium, Bergen 30. June 2010

– FOR BENEFIT OF THE SOCIETYSPATIAL DATA

Mooring data

Page 17: D.I. Lysaker,  O.C.D. Omang , D. Solheim  ESA Living Planet Symposium, Bergen 30. June 2010

– FOR BENEFIT OF THE SOCIETYSPATIAL DATA

Drifter data fits as good/bad with mooring data as combination model

Model Mean Stdsubtracted (cm/s) (cm/s)

MDT_octas06 8,6 5,3

MDT_kms04 7,7 5,5

MDT_dnsc08 5,4 2,7

SMDT_octas06 10,1 5,2

SMDT_kms04 14,4 8

OCCAM 7,3 4,4

drifter 7,9 6,7

Page 18: D.I. Lysaker,  O.C.D. Omang , D. Solheim  ESA Living Planet Symposium, Bergen 30. June 2010

– FOR BENEFIT OF THE SOCIETYSPATIAL DATA

• Using geodetic data reveals smaller features than oceanographic models

• Redistribution of water is due to change in climate

– Gravity observations may contribute to monitor this change

Conclusions