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: Rachel D. Cavanagh, Eugene J. Murphy, Thomas J. Bracegirdle, John Turner, Cheryl A. Knowland, Stuart P. Corney, Walker O. Smith, Claire M. Waluda, Nadine M. Johnston, Richard G. J. Bellerby, Andrew J. Constable, Daniel P. Costa, Eileen E. Hofmann, Jennifer A. Jackson, Iain J. Staniland, Dieter Wolf-Gladrow, José C. Xavier
Format: Article in Journal/Newspaper
Language:English
Published: Frontiers Media S.A. 2017
Subjects:
Q
Online Access:https://doi.org/10.3389/fmars.2017.00308
https://doaj.org/article/0a36eb35b671465fb9d8f96bd50a4294
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spelling ftdoajarticles:oai:doaj.org/article:0a36eb35b671465fb9d8f96bd50a4294 2023-05-15T18:16:54+02:00 A Synergistic Approach for Evaluating Climate Model Output for Ecological Applications Rachel D. Cavanagh Eugene J. Murphy Thomas J. Bracegirdle John Turner Cheryl A. Knowland Stuart P. Corney Walker O. Smith Claire M. Waluda Nadine M. Johnston Richard G. J. Bellerby Andrew J. Constable Daniel P. Costa Eileen E. Hofmann Jennifer A. Jackson Iain J. Staniland Dieter Wolf-Gladrow José C. Xavier 2017-09-01T00:00:00Z https://doi.org/10.3389/fmars.2017.00308 https://doaj.org/article/0a36eb35b671465fb9d8f96bd50a4294 EN eng Frontiers Media S.A. http://journal.frontiersin.org/article/10.3389/fmars.2017.00308/full https://doaj.org/toc/2296-7745 2296-7745 doi:10.3389/fmars.2017.00308 https://doaj.org/article/0a36eb35b671465fb9d8f96bd50a4294 Frontiers in Marine Science, Vol 4 (2017) IPCC CMIP5 climate models Southern Ocean marine ecosystems climate change Science Q General. Including nature conservation geographical distribution QH1-199.5 article 2017 ftdoajarticles https://doi.org/10.3389/fmars.2017.00308 2022-12-31T10:51:57Z 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 from climate and earth system models 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. Article in Journal/Newspaper Sea ice Southern Ocean Directory of Open Access Journals: DOAJ Articles Southern Ocean Frontiers in Marine Science 4
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic IPCC
CMIP5
climate models
Southern Ocean
marine ecosystems
climate change
Science
Q
General. Including nature conservation
geographical distribution
QH1-199.5
spellingShingle IPCC
CMIP5
climate models
Southern Ocean
marine ecosystems
climate change
Science
Q
General. Including nature conservation
geographical distribution
QH1-199.5
Rachel D. Cavanagh
Eugene J. Murphy
Thomas J. Bracegirdle
John Turner
Cheryl A. Knowland
Stuart P. Corney
Walker O. Smith
Claire M. Waluda
Nadine M. Johnston
Richard G. J. Bellerby
Andrew J. Constable
Daniel P. Costa
Eileen E. Hofmann
Jennifer A. Jackson
Iain J. Staniland
Dieter Wolf-Gladrow
José C. Xavier
A Synergistic Approach for Evaluating Climate Model Output for Ecological Applications
topic_facet IPCC
CMIP5
climate models
Southern Ocean
marine ecosystems
climate change
Science
Q
General. Including nature conservation
geographical distribution
QH1-199.5
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 from climate and earth system models 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.
format Article in Journal/Newspaper
author Rachel D. Cavanagh
Eugene J. Murphy
Thomas J. Bracegirdle
John Turner
Cheryl A. Knowland
Stuart P. Corney
Walker O. Smith
Claire M. Waluda
Nadine M. Johnston
Richard G. J. Bellerby
Andrew J. Constable
Daniel P. Costa
Eileen E. Hofmann
Jennifer A. Jackson
Iain J. Staniland
Dieter Wolf-Gladrow
José C. Xavier
author_facet Rachel D. Cavanagh
Eugene J. Murphy
Thomas J. Bracegirdle
John Turner
Cheryl A. Knowland
Stuart P. Corney
Walker O. Smith
Claire M. Waluda
Nadine M. Johnston
Richard G. J. Bellerby
Andrew J. Constable
Daniel P. Costa
Eileen E. Hofmann
Jennifer A. Jackson
Iain J. Staniland
Dieter Wolf-Gladrow
José C. Xavier
author_sort Rachel D. Cavanagh
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 https://doi.org/10.3389/fmars.2017.00308
https://doaj.org/article/0a36eb35b671465fb9d8f96bd50a4294
geographic Southern Ocean
geographic_facet Southern Ocean
genre Sea ice
Southern Ocean
genre_facet Sea ice
Southern Ocean
op_source Frontiers in Marine Science, Vol 4 (2017)
op_relation http://journal.frontiersin.org/article/10.3389/fmars.2017.00308/full
https://doaj.org/toc/2296-7745
2296-7745
doi:10.3389/fmars.2017.00308
https://doaj.org/article/0a36eb35b671465fb9d8f96bd50a4294
op_doi https://doi.org/10.3389/fmars.2017.00308
container_title Frontiers in Marine Science
container_volume 4
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