A Synergistic Approach for Evaluating Climate Model Output for Ecological Applications

Increasing concern about the impacts of climate change on ecosystems is prompting ecologists and ecosystem managers to seek reliable projections of physical drivers of change. The use of global climate models in ecology is growing, although drawing ecologically meaningful conclusions can be problema...

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Published in:Frontiers in Marine Science
Main Authors: Cavanagh, Rachel D., Murphy, Eugene J., Bracegirdle, Thomas J., Turner, John, Knowland, Cheryl A., Corney, Stuart P., Smith, Walker O., Waluda, Claire M., Johnston, Nadine M., Bellerby, Richard G. J., Constable, Andrew J., Costa, Daniel P., Hofmann, Eileen E., Jackson, Jennifer A., Staniland, Iain J., Wolf-Gladrow, Dieter, Xavier, José C.
Format: Article in Journal/Newspaper
Language:English
Published: Frontiers Media S.A. 2017
Subjects:
Online Access:http://hdl.handle.net/10316/108190
https://doi.org/10.3389/fmars.2017.00308
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spelling ftunivcoimbra:oai:estudogeral.uc.pt:10316/108190 2023-09-05T13:14:56+02:00 A Synergistic Approach for Evaluating Climate Model Output for Ecological Applications Cavanagh, Rachel D. Murphy, Eugene J. Bracegirdle, Thomas J. Turner, John Knowland, Cheryl A. Corney, Stuart P. Smith, Walker O. Waluda, Claire M. Johnston, Nadine M. Bellerby, Richard G. J. Constable, Andrew J. Costa, Daniel P. Hofmann, Eileen E. Jackson, Jennifer A. Staniland, Iain J. Wolf-Gladrow, Dieter Xavier, José C. 2017 http://hdl.handle.net/10316/108190 https://doi.org/10.3389/fmars.2017.00308 en eng Frontiers Media S.A. 2296-7745 http://hdl.handle.net/10316/108190 doi:10.3389/fmars.2017.00308 info:eu-repo/semantics/openAccess IPCC CMIP5 climate models Southern Ocean marine ecosystems climate change sea ice info:eu-repo/semantics/article 2017 ftunivcoimbra https://doi.org/10.3389/fmars.2017.00308 2023-08-23T00:02:12Z Increasing concern about the impacts of climate change on ecosystems is prompting ecologists and ecosystem managers to seek reliable projections of physical drivers of change. The use of global climate models in ecology is growing, although drawing ecologically meaningful conclusions can be problematic. The expertise required to access and interpret output fromclimate and earth systemmodels is hampering progress in utilizing them most effectively to determine the wider implications of climate change. To address this issue, we present a joint approach between climate scientists and ecologists that explores key challenges and opportunities for progress. As an exemplar, our focus is the Southern Ocean, notable for significant change with global implications, and on sea ice, given its crucial role in this dynamic ecosystem. We combined perspectives to evaluate the representation of sea ice in global climate models. With an emphasis on ecologically-relevant criteria (sea ice extent and seasonality) we selected a subset of eight models that reliably reproduce extant sea ice distributions. While the model subset shows a similar mean change to the full ensemble in sea ice extent (approximately 50% decline in winter and 30% decline in summer), there is a marked reduction in the range. This improved the precision of projected future sea ice distributions by approximately one third, and means they are more amenable to ecological interpretation. We conclude that careful multidisciplinary evaluation of climate models, in conjunction with ongoing modeling advances, should form an integral part of utilizing model output. This paper builds on discussions that took place at a multidisciplinary workshop convened by the Integrating Climate and Ecosystem Dynamics in the Southern Ocean programme (ICED) and hosted by the British Antarctic Survey (BAS). We thank all the workshop participants. The study (and specifically RC, EM, NJ, JT, CK) was supported by ICED under a Natural Environment Research Council (NERC) International ... Article in Journal/Newspaper Antarc* Antarctic British Antarctic Survey Sea ice Southern Ocean Universidade de Coimbra: Estudo Geral Antarctic Southern Ocean Frontiers in Marine Science 4
institution Open Polar
collection Universidade de Coimbra: Estudo Geral
op_collection_id ftunivcoimbra
language English
topic IPCC
CMIP5
climate models
Southern Ocean
marine ecosystems
climate change
sea ice
spellingShingle IPCC
CMIP5
climate models
Southern Ocean
marine ecosystems
climate change
sea ice
Cavanagh, Rachel D.
Murphy, Eugene J.
Bracegirdle, Thomas J.
Turner, John
Knowland, Cheryl A.
Corney, Stuart P.
Smith, Walker O.
Waluda, Claire M.
Johnston, Nadine M.
Bellerby, Richard G. J.
Constable, Andrew J.
Costa, Daniel P.
Hofmann, Eileen E.
Jackson, Jennifer A.
Staniland, Iain J.
Wolf-Gladrow, Dieter
Xavier, José C.
A Synergistic Approach for Evaluating Climate Model Output for Ecological Applications
topic_facet IPCC
CMIP5
climate models
Southern Ocean
marine ecosystems
climate change
sea ice
description Increasing concern about the impacts of climate change on ecosystems is prompting ecologists and ecosystem managers to seek reliable projections of physical drivers of change. The use of global climate models in ecology is growing, although drawing ecologically meaningful conclusions can be problematic. The expertise required to access and interpret output fromclimate and earth systemmodels is hampering progress in utilizing them most effectively to determine the wider implications of climate change. To address this issue, we present a joint approach between climate scientists and ecologists that explores key challenges and opportunities for progress. As an exemplar, our focus is the Southern Ocean, notable for significant change with global implications, and on sea ice, given its crucial role in this dynamic ecosystem. We combined perspectives to evaluate the representation of sea ice in global climate models. With an emphasis on ecologically-relevant criteria (sea ice extent and seasonality) we selected a subset of eight models that reliably reproduce extant sea ice distributions. While the model subset shows a similar mean change to the full ensemble in sea ice extent (approximately 50% decline in winter and 30% decline in summer), there is a marked reduction in the range. This improved the precision of projected future sea ice distributions by approximately one third, and means they are more amenable to ecological interpretation. We conclude that careful multidisciplinary evaluation of climate models, in conjunction with ongoing modeling advances, should form an integral part of utilizing model output. This paper builds on discussions that took place at a multidisciplinary workshop convened by the Integrating Climate and Ecosystem Dynamics in the Southern Ocean programme (ICED) and hosted by the British Antarctic Survey (BAS). We thank all the workshop participants. The study (and specifically RC, EM, NJ, JT, CK) was supported by ICED under a Natural Environment Research Council (NERC) International ...
format Article in Journal/Newspaper
author Cavanagh, Rachel D.
Murphy, Eugene J.
Bracegirdle, Thomas J.
Turner, John
Knowland, Cheryl A.
Corney, Stuart P.
Smith, Walker O.
Waluda, Claire M.
Johnston, Nadine M.
Bellerby, Richard G. J.
Constable, Andrew J.
Costa, Daniel P.
Hofmann, Eileen E.
Jackson, Jennifer A.
Staniland, Iain J.
Wolf-Gladrow, Dieter
Xavier, José C.
author_facet Cavanagh, Rachel D.
Murphy, Eugene J.
Bracegirdle, Thomas J.
Turner, John
Knowland, Cheryl A.
Corney, Stuart P.
Smith, Walker O.
Waluda, Claire M.
Johnston, Nadine M.
Bellerby, Richard G. J.
Constable, Andrew J.
Costa, Daniel P.
Hofmann, Eileen E.
Jackson, Jennifer A.
Staniland, Iain J.
Wolf-Gladrow, Dieter
Xavier, José C.
author_sort Cavanagh, Rachel D.
title A Synergistic Approach for Evaluating Climate Model Output for Ecological Applications
title_short A Synergistic Approach for Evaluating Climate Model Output for Ecological Applications
title_full A Synergistic Approach for Evaluating Climate Model Output for Ecological Applications
title_fullStr A Synergistic Approach for Evaluating Climate Model Output for Ecological Applications
title_full_unstemmed A Synergistic Approach for Evaluating Climate Model Output for Ecological Applications
title_sort synergistic approach for evaluating climate model output for ecological applications
publisher Frontiers Media S.A.
publishDate 2017
url http://hdl.handle.net/10316/108190
https://doi.org/10.3389/fmars.2017.00308
geographic Antarctic
Southern Ocean
geographic_facet Antarctic
Southern Ocean
genre Antarc*
Antarctic
British Antarctic Survey
Sea ice
Southern Ocean
genre_facet Antarc*
Antarctic
British Antarctic Survey
Sea ice
Southern Ocean
op_relation 2296-7745
http://hdl.handle.net/10316/108190
doi:10.3389/fmars.2017.00308
op_rights info:eu-repo/semantics/openAccess
op_doi https://doi.org/10.3389/fmars.2017.00308
container_title Frontiers in Marine Science
container_volume 4
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