Individual-based model of population dynamics in a sea urchin of the Kerguelen Plateau (Southern Ocean), Abatus cordatus, under changing environmental conditions
The Kerguelen Islands are part of the French Southern Territories, located at the limit of the Indian and Southern oceans. They are highly impacted by climate change, and coastal marine areas are particularly at risk. Assessing the responses of species and populations to environmental change is chal...
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2021
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Online Access: | https://archimer.ifremer.fr/doc/00661/77319/95960.pdf https://doi.org/10.1016/j.ecolmodel.2020.109352 https://archimer.ifremer.fr/doc/00661/77319/ |
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ftarchimer:oai:archimer.ifremer.fr:77319 2023-05-15T13:47:37+02:00 Individual-based model of population dynamics in a sea urchin of the Kerguelen Plateau (Southern Ocean), Abatus cordatus, under changing environmental conditions Arnould-pétré, Margot Guillaumot, Charlène Danis, Bruno Féral, Jean-pierre Saucède, Thomas 2021-01 application/pdf https://archimer.ifremer.fr/doc/00661/77319/95960.pdf https://doi.org/10.1016/j.ecolmodel.2020.109352 https://archimer.ifremer.fr/doc/00661/77319/ eng eng Elsevier BV https://archimer.ifremer.fr/doc/00661/77319/95960.pdf doi:10.1016/j.ecolmodel.2020.109352 https://archimer.ifremer.fr/doc/00661/77319/ info:eu-repo/semantics/openAccess restricted use Ecological Modelling (0304-3800) (Elsevier BV), 2021-01 , Vol. 440 , P. 109352 (15p.) Ecological modelling Kerguelen Climate change Model sensitivity Endemic echinoderm Dynamic energy budget Individual-based model text Publication info:eu-repo/semantics/article 2021 ftarchimer https://doi.org/10.1016/j.ecolmodel.2020.109352 2022-09-13T22:50:26Z The Kerguelen Islands are part of the French Southern Territories, located at the limit of the Indian and Southern oceans. They are highly impacted by climate change, and coastal marine areas are particularly at risk. Assessing the responses of species and populations to environmental change is challenging in such areas for which ecological modelling can constitute a helpful approach. In the present work, a DEB-IBM model (Dynamic Energy Budget – Individual-Based Model) was generated to simulate and predict population dynamics in an endemic and common benthic species of shallow marine habitats of the Kerguelen Islands, the sea urchin Abatus cordatus. The model relies on a dynamic energy budget model (DEB) developed at the individual level. Upscaled to an individual-based population model (IBM), it then enables to model population dynamics through time as a result of individual physiological responses to environmental variations. The model was successfully built for a reference site to simulate the response of populations to variations in food resources and temperature. Then, it was implemented to model population dynamics at other sites and for the different IPCC climate change scenarios RCP 2.6 and 8.5. Under present-day conditions, models predict a more determinant effect of food resources on population densities, and on juvenile densities in particular, relative to temperature. In contrast, simulations predict a sharp decline in population densities under conditions of IPCC scenarios RCP 2.6 and RCP 8.5 with a determinant effect of water warming leading to the extinction of most vulnerable populations after a 30-year simulation time due to high mortality levels associated with peaks of high temperatures. Such a dynamic model is here applied for the first time to a Southern Ocean benthic and brooding species and offers interesting prospects for Antarctic and sub-Antarctic biodiversity research. It could constitute a useful tool to support conservation studies in these remote regions where access and ... Article in Journal/Newspaper Antarc* Antarctic Kerguelen Islands Southern Ocean Archimer (Archive Institutionnelle de l'Ifremer - Institut français de recherche pour l'exploitation de la mer) Antarctic Indian Kerguelen Kerguelen Islands Southern Ocean Ecological Modelling 440 109352 |
institution |
Open Polar |
collection |
Archimer (Archive Institutionnelle de l'Ifremer - Institut français de recherche pour l'exploitation de la mer) |
op_collection_id |
ftarchimer |
language |
English |
topic |
Ecological modelling Kerguelen Climate change Model sensitivity Endemic echinoderm Dynamic energy budget Individual-based model |
spellingShingle |
Ecological modelling Kerguelen Climate change Model sensitivity Endemic echinoderm Dynamic energy budget Individual-based model Arnould-pétré, Margot Guillaumot, Charlène Danis, Bruno Féral, Jean-pierre Saucède, Thomas Individual-based model of population dynamics in a sea urchin of the Kerguelen Plateau (Southern Ocean), Abatus cordatus, under changing environmental conditions |
topic_facet |
Ecological modelling Kerguelen Climate change Model sensitivity Endemic echinoderm Dynamic energy budget Individual-based model |
description |
The Kerguelen Islands are part of the French Southern Territories, located at the limit of the Indian and Southern oceans. They are highly impacted by climate change, and coastal marine areas are particularly at risk. Assessing the responses of species and populations to environmental change is challenging in such areas for which ecological modelling can constitute a helpful approach. In the present work, a DEB-IBM model (Dynamic Energy Budget – Individual-Based Model) was generated to simulate and predict population dynamics in an endemic and common benthic species of shallow marine habitats of the Kerguelen Islands, the sea urchin Abatus cordatus. The model relies on a dynamic energy budget model (DEB) developed at the individual level. Upscaled to an individual-based population model (IBM), it then enables to model population dynamics through time as a result of individual physiological responses to environmental variations. The model was successfully built for a reference site to simulate the response of populations to variations in food resources and temperature. Then, it was implemented to model population dynamics at other sites and for the different IPCC climate change scenarios RCP 2.6 and 8.5. Under present-day conditions, models predict a more determinant effect of food resources on population densities, and on juvenile densities in particular, relative to temperature. In contrast, simulations predict a sharp decline in population densities under conditions of IPCC scenarios RCP 2.6 and RCP 8.5 with a determinant effect of water warming leading to the extinction of most vulnerable populations after a 30-year simulation time due to high mortality levels associated with peaks of high temperatures. Such a dynamic model is here applied for the first time to a Southern Ocean benthic and brooding species and offers interesting prospects for Antarctic and sub-Antarctic biodiversity research. It could constitute a useful tool to support conservation studies in these remote regions where access and ... |
format |
Article in Journal/Newspaper |
author |
Arnould-pétré, Margot Guillaumot, Charlène Danis, Bruno Féral, Jean-pierre Saucède, Thomas |
author_facet |
Arnould-pétré, Margot Guillaumot, Charlène Danis, Bruno Féral, Jean-pierre Saucède, Thomas |
author_sort |
Arnould-pétré, Margot |
title |
Individual-based model of population dynamics in a sea urchin of the Kerguelen Plateau (Southern Ocean), Abatus cordatus, under changing environmental conditions |
title_short |
Individual-based model of population dynamics in a sea urchin of the Kerguelen Plateau (Southern Ocean), Abatus cordatus, under changing environmental conditions |
title_full |
Individual-based model of population dynamics in a sea urchin of the Kerguelen Plateau (Southern Ocean), Abatus cordatus, under changing environmental conditions |
title_fullStr |
Individual-based model of population dynamics in a sea urchin of the Kerguelen Plateau (Southern Ocean), Abatus cordatus, under changing environmental conditions |
title_full_unstemmed |
Individual-based model of population dynamics in a sea urchin of the Kerguelen Plateau (Southern Ocean), Abatus cordatus, under changing environmental conditions |
title_sort |
individual-based model of population dynamics in a sea urchin of the kerguelen plateau (southern ocean), abatus cordatus, under changing environmental conditions |
publisher |
Elsevier BV |
publishDate |
2021 |
url |
https://archimer.ifremer.fr/doc/00661/77319/95960.pdf https://doi.org/10.1016/j.ecolmodel.2020.109352 https://archimer.ifremer.fr/doc/00661/77319/ |
geographic |
Antarctic Indian Kerguelen Kerguelen Islands Southern Ocean |
geographic_facet |
Antarctic Indian Kerguelen Kerguelen Islands Southern Ocean |
genre |
Antarc* Antarctic Kerguelen Islands Southern Ocean |
genre_facet |
Antarc* Antarctic Kerguelen Islands Southern Ocean |
op_source |
Ecological Modelling (0304-3800) (Elsevier BV), 2021-01 , Vol. 440 , P. 109352 (15p.) |
op_relation |
https://archimer.ifremer.fr/doc/00661/77319/95960.pdf doi:10.1016/j.ecolmodel.2020.109352 https://archimer.ifremer.fr/doc/00661/77319/ |
op_rights |
info:eu-repo/semantics/openAccess restricted use |
op_doi |
https://doi.org/10.1016/j.ecolmodel.2020.109352 |
container_title |
Ecological Modelling |
container_volume |
440 |
container_start_page |
109352 |
_version_ |
1766247538842664960 |