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...
Published in: | Frontiers in Marine Science |
---|---|
Main Authors: | , , , , , , , , , , , , , , , , |
Format: | Article in Journal/Newspaper |
Language: | English |
Published: |
Frontiers Media S.A.
2017
|
Subjects: | |
Online Access: | https://doi.org/10.3389/fmars.2017.00308 https://doaj.org/article/0a36eb35b671465fb9d8f96bd50a4294 |
id |
ftdoajarticles:oai:doaj.org/article:0a36eb35b671465fb9d8f96bd50a4294 |
---|---|
record_format |
openpolar |
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 |
_version_ |
1766190846534746112 |