A Pilot Climate Sensitivity Study using the CEN Coupled Adjoint Model (CESAM)

A Pilot Climate Sensitivity Study using the CEN Coupled Adjoint Model (CESAM) AbstractA pilot coupled climate sensitivity study is being presented based on the newly developed adjoint CESAM coupled climate model. To this end the ingredients of the coupled forward model are summarized and the generation of the adjoint code out of the model forward code through the application of the TAF adjoint compiler is being discussed. It is shown that simulations of the intermediate complexity CESAM model are comparable in quality to CMIP type coupled climate models, justifying the usage of the model to compute adjoint sensitivities of the northern Europe near-surface temperature to anomalies in surface temperature, sea surface salinity and sea ice over the North Atlantic and the Arctic on time scales of up to one month. Results confirm that on time scale of up to a few days surface temperatures over northern Europe are influenced by Atlantic temperature anomalies just upstream of the target location. With increasingly longer time laps, however, it is the influence of SSTs over the central and western North Atlantic on the overlying atmosphere and the associated changes in storm track pattern that dominate the evolution of the surface European temperature. Influences of surface salinity and sea ice on the northern European temperature appear to have similar sensitivity mechanisms, invoked indirectly through their influence on near-surface temperature anomalies. The adjoint study thus confirms that the SST’s impact on the atmospheric dynamics, notably storm tracks is the primary cause for the influence of northern European temperature changes. http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png Journal of Climate American Meteorological Society

A Pilot Climate Sensitivity Study using the CEN Coupled Adjoint Model (CESAM)

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Publisher
American Meteorological Society
Copyright
Copyright © American Meteorological Society
ISSN
1520-0442
D.O.I.
10.1175/JCLI-D-17-0183.1
Publisher site
See Article on Publisher Site

Abstract

AbstractA pilot coupled climate sensitivity study is being presented based on the newly developed adjoint CESAM coupled climate model. To this end the ingredients of the coupled forward model are summarized and the generation of the adjoint code out of the model forward code through the application of the TAF adjoint compiler is being discussed. It is shown that simulations of the intermediate complexity CESAM model are comparable in quality to CMIP type coupled climate models, justifying the usage of the model to compute adjoint sensitivities of the northern Europe near-surface temperature to anomalies in surface temperature, sea surface salinity and sea ice over the North Atlantic and the Arctic on time scales of up to one month. Results confirm that on time scale of up to a few days surface temperatures over northern Europe are influenced by Atlantic temperature anomalies just upstream of the target location. With increasingly longer time laps, however, it is the influence of SSTs over the central and western North Atlantic on the overlying atmosphere and the associated changes in storm track pattern that dominate the evolution of the surface European temperature. Influences of surface salinity and sea ice on the northern European temperature appear to have similar sensitivity mechanisms, invoked indirectly through their influence on near-surface temperature anomalies. The adjoint study thus confirms that the SST’s impact on the atmospheric dynamics, notably storm tracks is the primary cause for the influence of northern European temperature changes.

Journal

Journal of ClimateAmerican Meteorological Society

Published: Dec 11, 2017

References

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