Dynamics and predictability of Stommel's box model: A phase space perspective with implications for decadal climate variability.

The dynamics and predictability of Stommel's (1961) box model of the thermohaline circulation is studied. This nonlinear model with idealized geometry of the North Atlantic is solved exactly. A phase space analysis of the model reveals that the optimal perturbation affecting long-term climate v...

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Main Authors: Lohmann, Gerrit, Schneider, Judit
Format: Article in Journal/Newspaper
Language:unknown
Published: 1999
Subjects:
Online Access:https://epic.awi.de/id/eprint/10971/
https://hdl.handle.net/10013/epic.21435
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record_format openpolar
spelling ftawi:oai:epic.awi.de:10971 2023-09-05T13:21:33+02:00 Dynamics and predictability of Stommel's box model: A phase space perspective with implications for decadal climate variability. Lohmann, Gerrit Schneider, Judit 1999 https://epic.awi.de/id/eprint/10971/ https://hdl.handle.net/10013/epic.21435 unknown Lohmann, G. orcid:0000-0003-2089-733X and Schneider, J. (1999) Dynamics and predictability of Stommel's box model: A phase space perspective with implications for decadal climate variability. , TellusA, 51 , pp. 326-336 . hdl:10013/epic.21435 EPIC3TellusA, 51, pp. 326-336 Article isiRev 1999 ftawi 2023-08-22T19:49:01Z The dynamics and predictability of Stommel's (1961) box model of the thermohaline circulation is studied. This nonlinear model with idealized geometry of the North Atlantic is solved exactly. A phase space analysis of the model reveals that the optimal perturbation affecting long-term climate variability is provided by high latitude haline forcing in the Atlantic ocean, although this perturbation has little resemblance with the most unstable mode of the system and the leading EOF.Furthermore, the predictability problem is investigated by means of singular vector analysis and the evolution of the probability distribution function. Uncertainties in the oceanic initial conditions do increase in the phase space of the model. In the stochastically forced box model with identical oceanic initial conditions, the climate predictability is examined for the damped persistence forecast. We find that the loss of the predictability is related to the different stages of the variance evolution which is also measured by the relative entropy. Our analysis shows that the non-normal system matrix of Stommel's model does affect the dynamics and predictability of the system which is useful for the interpretation of long-term climate variability and predictability. Article in Journal/Newspaper North Atlantic Alfred Wegener Institute for Polar- and Marine Research (AWI): ePIC (electronic Publication Information Center)
institution Open Polar
collection Alfred Wegener Institute for Polar- and Marine Research (AWI): ePIC (electronic Publication Information Center)
op_collection_id ftawi
language unknown
description The dynamics and predictability of Stommel's (1961) box model of the thermohaline circulation is studied. This nonlinear model with idealized geometry of the North Atlantic is solved exactly. A phase space analysis of the model reveals that the optimal perturbation affecting long-term climate variability is provided by high latitude haline forcing in the Atlantic ocean, although this perturbation has little resemblance with the most unstable mode of the system and the leading EOF.Furthermore, the predictability problem is investigated by means of singular vector analysis and the evolution of the probability distribution function. Uncertainties in the oceanic initial conditions do increase in the phase space of the model. In the stochastically forced box model with identical oceanic initial conditions, the climate predictability is examined for the damped persistence forecast. We find that the loss of the predictability is related to the different stages of the variance evolution which is also measured by the relative entropy. Our analysis shows that the non-normal system matrix of Stommel's model does affect the dynamics and predictability of the system which is useful for the interpretation of long-term climate variability and predictability.
format Article in Journal/Newspaper
author Lohmann, Gerrit
Schneider, Judit
spellingShingle Lohmann, Gerrit
Schneider, Judit
Dynamics and predictability of Stommel's box model: A phase space perspective with implications for decadal climate variability.
author_facet Lohmann, Gerrit
Schneider, Judit
author_sort Lohmann, Gerrit
title Dynamics and predictability of Stommel's box model: A phase space perspective with implications for decadal climate variability.
title_short Dynamics and predictability of Stommel's box model: A phase space perspective with implications for decadal climate variability.
title_full Dynamics and predictability of Stommel's box model: A phase space perspective with implications for decadal climate variability.
title_fullStr Dynamics and predictability of Stommel's box model: A phase space perspective with implications for decadal climate variability.
title_full_unstemmed Dynamics and predictability of Stommel's box model: A phase space perspective with implications for decadal climate variability.
title_sort dynamics and predictability of stommel's box model: a phase space perspective with implications for decadal climate variability.
publishDate 1999
url https://epic.awi.de/id/eprint/10971/
https://hdl.handle.net/10013/epic.21435
genre North Atlantic
genre_facet North Atlantic
op_source EPIC3TellusA, 51, pp. 326-336
op_relation Lohmann, G. orcid:0000-0003-2089-733X and Schneider, J. (1999) Dynamics and predictability of Stommel's box model: A phase space perspective with implications for decadal climate variability. , TellusA, 51 , pp. 326-336 . hdl:10013/epic.21435
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