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, RD, Murphy, EJ, Bracegirdle, TJ, Turner, J, Knowland, CA, Corney, SP, Smith, WO Jr, Waluda, CM, Johnston, NM, Bellerby, RGJ, Constable, AJ, Costa, DP, Hofmann, EE, Jackson, JA, Staniland, IA, Wolf-Gladrow, Dieter, Xavier, JA
Format: Article in Journal/Newspaper
Language:unknown
Published: 2017
Subjects:
Online Access:https://epic.awi.de/id/eprint/45601/
https://hdl.handle.net/10013/epic.51703
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spelling ftawi:oai:epic.awi.de:45601 2024-09-15T18:34:30+00:00 A Synergistic Approach for Evaluating Climate Model Output for Ecological Applications Cavanagh, RD Murphy, EJ Bracegirdle, TJ Turner, J Knowland, CA Corney, SP Smith, WO Jr Waluda, CM Johnston, NM Bellerby, RGJ Constable, AJ Costa, DP Hofmann, EE Jackson, JA Staniland, IA Wolf-Gladrow, Dieter Xavier, JA 2017-09-26 https://epic.awi.de/id/eprint/45601/ https://hdl.handle.net/10013/epic.51703 unknown Cavanagh, R. , Murphy, E. , Bracegirdle, T. , Turner, J. , Knowland, C. , Corney, S. , Smith, W. J. , Waluda, C. , Johnston, N. , Bellerby, R. , Constable, A. , Costa, D. , Hofmann, E. , Jackson, J. , Staniland, I. , Wolf-Gladrow, D. orcid:0000-0001-9531-8668 and Xavier, J. (2017) A Synergistic Approach for Evaluating Climate Model Output for Ecological Applications , Front. Mar. Sci., 4 (308), pp. 1-12 . doi:10.3389/fmars.2017.00308 <https://doi.org/10.3389/fmars.2017.00308> , hdl:10013/epic.51703 EPIC3Front. Mar. Sci., 4(308), pp. 1-12 Article isiRev 2017 ftawi https://doi.org/10.3389/fmars.2017.00308 2024-06-24T04:18:50Z 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. Article in Journal/Newspaper Sea ice Southern Ocean Alfred Wegener Institute for Polar- and Marine Research (AWI): ePIC (electronic Publication Information Center) Frontiers in Marine Science 4
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 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.
format Article in Journal/Newspaper
author Cavanagh, RD
Murphy, EJ
Bracegirdle, TJ
Turner, J
Knowland, CA
Corney, SP
Smith, WO Jr
Waluda, CM
Johnston, NM
Bellerby, RGJ
Constable, AJ
Costa, DP
Hofmann, EE
Jackson, JA
Staniland, IA
Wolf-Gladrow, Dieter
Xavier, JA
spellingShingle Cavanagh, RD
Murphy, EJ
Bracegirdle, TJ
Turner, J
Knowland, CA
Corney, SP
Smith, WO Jr
Waluda, CM
Johnston, NM
Bellerby, RGJ
Constable, AJ
Costa, DP
Hofmann, EE
Jackson, JA
Staniland, IA
Wolf-Gladrow, Dieter
Xavier, JA
A Synergistic Approach for Evaluating Climate Model Output for Ecological Applications
author_facet Cavanagh, RD
Murphy, EJ
Bracegirdle, TJ
Turner, J
Knowland, CA
Corney, SP
Smith, WO Jr
Waluda, CM
Johnston, NM
Bellerby, RGJ
Constable, AJ
Costa, DP
Hofmann, EE
Jackson, JA
Staniland, IA
Wolf-Gladrow, Dieter
Xavier, JA
author_sort Cavanagh, RD
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
publishDate 2017
url https://epic.awi.de/id/eprint/45601/
https://hdl.handle.net/10013/epic.51703
genre Sea ice
Southern Ocean
genre_facet Sea ice
Southern Ocean
op_source EPIC3Front. Mar. Sci., 4(308), pp. 1-12
op_relation Cavanagh, R. , Murphy, E. , Bracegirdle, T. , Turner, J. , Knowland, C. , Corney, S. , Smith, W. J. , Waluda, C. , Johnston, N. , Bellerby, R. , Constable, A. , Costa, D. , Hofmann, E. , Jackson, J. , Staniland, I. , Wolf-Gladrow, D. orcid:0000-0001-9531-8668 and Xavier, J. (2017) A Synergistic Approach for Evaluating Climate Model Output for Ecological Applications , Front. Mar. Sci., 4 (308), pp. 1-12 . doi:10.3389/fmars.2017.00308 <https://doi.org/10.3389/fmars.2017.00308> , hdl:10013/epic.51703
op_doi https://doi.org/10.3389/fmars.2017.00308
container_title Frontiers in Marine Science
container_volume 4
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