Impact of hydrographic data assimilation on the modelled Atlantic meridional overturning circulation
Here we make an initial step toward the development of an ocean assimilation system that can constrain the modelled Atlantic Meridional Overturning Circulation (AMOC) to support climate predictions. A detailed comparison is presented of 1° and 1/4° resolution global model simulations with and withou...
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Copernicus Publications
2010-08-01
|
| Series: | Ocean Science |
| Online Access: | http://www.ocean-sci.net/6/761/2010/os-6-761-2010.pdf |
| _version_ | 1818008024908824576 |
|---|---|
| author | G. C. Smith K. Haines T. Kanzow S. Cunningham |
| author_facet | G. C. Smith K. Haines T. Kanzow S. Cunningham |
| author_sort | G. C. Smith |
| collection | DOAJ |
| description | Here we make an initial step toward the development of an ocean assimilation system that can constrain the modelled Atlantic Meridional Overturning Circulation (AMOC) to support climate predictions. A detailed comparison is presented of 1° and 1/4° resolution global model simulations with and without sequential data assimilation, to the observations and transport estimates from the RAPID mooring array across 26.5° N in the Atlantic. Comparisons of modelled water properties with the observations from the merged RAPID boundary arrays demonstrate the ability of in situ data assimilation to accurately constrain the east-west density gradient between these mooring arrays. However, the presence of an unconstrained "western boundary wedge" between Abaco Island and the RAPID mooring site WB2 (16 km offshore) leads to the intensification of an erroneous southwards flow in this region when in situ data are assimilated. The result is an overly intense southward upper mid-ocean transport (0–1100 m) as compared to the estimates derived from the RAPID array. <br><br> Correction of upper layer zonal density gradients is found to compensate mostly for a weak subtropical gyre circulation in the free model run (i.e. with no assimilation). Despite the important changes to the density structure and transports in the upper layer imposed by the assimilation, very little change is found in the amplitude and sub-seasonal variability of the AMOC. This shows that assimilation of upper layer density information projects mainly on the gyre circulation with little effect on the AMOC at 26° N due to the absence of corrections to density gradients below 2000 m (the maximum depth of Argo). <br><br> The sensitivity to initial conditions was explored through two additional experiments using a climatological initial condition. These experiments showed that the weak bias in gyre intensity in the control simulation (without data assimilation) develops over a period of about 6 months, but does so independently from the overturning, with no change to the AMOC. However, differences in the properties and volume transport of North Atlantic Deep Water (NADW) persisted throughout the 3 year simulations resulting in a difference of 3 Sv in AMOC intensity. The persistence of these dense water anomalies and their influence on the AMOC is promising for the development of decadal forecasting capabilities. The results suggest that the deeper waters must be accurately reproduced in order to constrain the AMOC. |
| first_indexed | 2024-04-14T05:23:44Z |
| format | Article |
| id | doaj.art-9b099e3b298b4db98009960cf2546a5b |
| institution | Directory Open Access Journal |
| issn | 1812-0784 1812-0792 |
| language | English |
| last_indexed | 2024-04-14T05:23:44Z |
| publishDate | 2010-08-01 |
| publisher | Copernicus Publications |
| record_format | Article |
| series | Ocean Science |
| spelling | doaj.art-9b099e3b298b4db98009960cf2546a5b2022-12-22T02:10:05ZengCopernicus PublicationsOcean Science1812-07841812-07922010-08-016376177410.5194/os-6-761-2010Impact of hydrographic data assimilation on the modelled Atlantic meridional overturning circulationG. C. SmithK. HainesT. KanzowS. CunninghamHere we make an initial step toward the development of an ocean assimilation system that can constrain the modelled Atlantic Meridional Overturning Circulation (AMOC) to support climate predictions. A detailed comparison is presented of 1° and 1/4° resolution global model simulations with and without sequential data assimilation, to the observations and transport estimates from the RAPID mooring array across 26.5° N in the Atlantic. Comparisons of modelled water properties with the observations from the merged RAPID boundary arrays demonstrate the ability of in situ data assimilation to accurately constrain the east-west density gradient between these mooring arrays. However, the presence of an unconstrained "western boundary wedge" between Abaco Island and the RAPID mooring site WB2 (16 km offshore) leads to the intensification of an erroneous southwards flow in this region when in situ data are assimilated. The result is an overly intense southward upper mid-ocean transport (0–1100 m) as compared to the estimates derived from the RAPID array. <br><br> Correction of upper layer zonal density gradients is found to compensate mostly for a weak subtropical gyre circulation in the free model run (i.e. with no assimilation). Despite the important changes to the density structure and transports in the upper layer imposed by the assimilation, very little change is found in the amplitude and sub-seasonal variability of the AMOC. This shows that assimilation of upper layer density information projects mainly on the gyre circulation with little effect on the AMOC at 26° N due to the absence of corrections to density gradients below 2000 m (the maximum depth of Argo). <br><br> The sensitivity to initial conditions was explored through two additional experiments using a climatological initial condition. These experiments showed that the weak bias in gyre intensity in the control simulation (without data assimilation) develops over a period of about 6 months, but does so independently from the overturning, with no change to the AMOC. However, differences in the properties and volume transport of North Atlantic Deep Water (NADW) persisted throughout the 3 year simulations resulting in a difference of 3 Sv in AMOC intensity. The persistence of these dense water anomalies and their influence on the AMOC is promising for the development of decadal forecasting capabilities. The results suggest that the deeper waters must be accurately reproduced in order to constrain the AMOC.http://www.ocean-sci.net/6/761/2010/os-6-761-2010.pdf |
| spellingShingle | G. C. Smith K. Haines T. Kanzow S. Cunningham Impact of hydrographic data assimilation on the modelled Atlantic meridional overturning circulation Ocean Science |
| title | Impact of hydrographic data assimilation on the modelled Atlantic meridional overturning circulation |
| title_full | Impact of hydrographic data assimilation on the modelled Atlantic meridional overturning circulation |
| title_fullStr | Impact of hydrographic data assimilation on the modelled Atlantic meridional overturning circulation |
| title_full_unstemmed | Impact of hydrographic data assimilation on the modelled Atlantic meridional overturning circulation |
| title_short | Impact of hydrographic data assimilation on the modelled Atlantic meridional overturning circulation |
| title_sort | impact of hydrographic data assimilation on the modelled atlantic meridional overturning circulation |
| url | http://www.ocean-sci.net/6/761/2010/os-6-761-2010.pdf |
| work_keys_str_mv | AT gcsmith impactofhydrographicdataassimilationonthemodelledatlanticmeridionaloverturningcirculation AT khaines impactofhydrographicdataassimilationonthemodelledatlanticmeridionaloverturningcirculation AT tkanzow impactofhydrographicdataassimilationonthemodelledatlanticmeridionaloverturningcirculation AT scunningham impactofhydrographicdataassimilationonthemodelledatlanticmeridionaloverturningcirculation |