Benthic ecosystem cascade effects in Antarctica using Bayesian network inference

Antarctic sea-floor communities are unique, and more closely resemble those of the Palaeozoic than equivalent contemporary habitats. However, comparatively little is known about the mechanisms and interactions that structure these communities or how they might respond to anthropogenic change. In ord...

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Main Authors: Mitchell, Emily, Whittle, Rowan, Griffths, Huw
Format: Article in Journal/Newspaper
Language:English
Published: Nature Research 2020
Subjects:
Online Access:https://www.repository.cam.ac.uk/handle/1810/310043
https://doi.org/10.17863/CAM.57132
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spelling ftunivcam:oai:www.repository.cam.ac.uk:1810/310043 2024-01-14T10:02:15+01:00 Benthic ecosystem cascade effects in Antarctica using Bayesian network inference Mitchell, Emily Whittle, Rowan Griffths, Huw 2020-10-16 application/pdf https://www.repository.cam.ac.uk/handle/1810/310043 https://doi.org/10.17863/CAM.57132 eng eng Nature Research http://dx.doi.org/10.1038/s42003-020-01310-8 Communications Biology https://doi.org/10.6084/m9.figshare.12214568.v1 https://www.repository.cam.ac.uk/handle/1810/310043 doi:10.17863/CAM.57132 Attribution 4.0 International (CC BY) http://creativecommons.org/licenses/by/4.0/ Antarctic Regions Bayes Theorem Ecosystem Geography Models Theoretical Article 2020 ftunivcam https://doi.org/10.17863/CAM.5713210.6084/m9.figshare.12214568.v1 2023-12-21T23:21:09Z Antarctic sea-floor communities are unique, and more closely resemble those of the Palaeozoic than equivalent contemporary habitats. However, comparatively little is known about the mechanisms and interactions that structure these communities or how they might respond to anthropogenic change. In order to investigate likely consequences of a decline or removal of key taxa on community dynamics we use Bayesian network inference to reconstruct ecological networks and infer changes of taxon removal. Here we show that sponges have the greatest influence on the dynamics of Antarctic benthic communities. When we removed sponges from the network, the abundances of all major taxa reduced by a mean of 42%, significantly more than changes of substrate. This study is the first time the cascade effects of removing key ecosystem structuring organisms has been inferred from statistical analyses of data from Antarctica. The South Orkney Islands, Antarctica, is an important ecosystem, as part of the locality is a Marine Protected Area. We demonstrate the importance of considering the community dynamics when planning ecosystem management. Natural Environment Research Council Independent Research Fellowship NE/S014756/1 to EGM. RJW and HJG are part of the British Antarctic Survey Polar Science for Planet Earth Programme; RJW in the BAS Palaeoenvironments, Ice-sheets and Climate Change team and HJG in the Biodiversity, Evolution and Adaptation team. Article in Journal/Newspaper Antarc* Antarctic Antarctica British Antarctic Survey South Orkney Islands Apollo - University of Cambridge Repository Antarctic South Orkney Islands ENVELOPE(-45.500,-45.500,-60.583,-60.583)
institution Open Polar
collection Apollo - University of Cambridge Repository
op_collection_id ftunivcam
language English
topic Antarctic Regions
Bayes Theorem
Ecosystem
Geography
Models
Theoretical
spellingShingle Antarctic Regions
Bayes Theorem
Ecosystem
Geography
Models
Theoretical
Mitchell, Emily
Whittle, Rowan
Griffths, Huw
Benthic ecosystem cascade effects in Antarctica using Bayesian network inference
topic_facet Antarctic Regions
Bayes Theorem
Ecosystem
Geography
Models
Theoretical
description Antarctic sea-floor communities are unique, and more closely resemble those of the Palaeozoic than equivalent contemporary habitats. However, comparatively little is known about the mechanisms and interactions that structure these communities or how they might respond to anthropogenic change. In order to investigate likely consequences of a decline or removal of key taxa on community dynamics we use Bayesian network inference to reconstruct ecological networks and infer changes of taxon removal. Here we show that sponges have the greatest influence on the dynamics of Antarctic benthic communities. When we removed sponges from the network, the abundances of all major taxa reduced by a mean of 42%, significantly more than changes of substrate. This study is the first time the cascade effects of removing key ecosystem structuring organisms has been inferred from statistical analyses of data from Antarctica. The South Orkney Islands, Antarctica, is an important ecosystem, as part of the locality is a Marine Protected Area. We demonstrate the importance of considering the community dynamics when planning ecosystem management. Natural Environment Research Council Independent Research Fellowship NE/S014756/1 to EGM. RJW and HJG are part of the British Antarctic Survey Polar Science for Planet Earth Programme; RJW in the BAS Palaeoenvironments, Ice-sheets and Climate Change team and HJG in the Biodiversity, Evolution and Adaptation team.
format Article in Journal/Newspaper
author Mitchell, Emily
Whittle, Rowan
Griffths, Huw
author_facet Mitchell, Emily
Whittle, Rowan
Griffths, Huw
author_sort Mitchell, Emily
title Benthic ecosystem cascade effects in Antarctica using Bayesian network inference
title_short Benthic ecosystem cascade effects in Antarctica using Bayesian network inference
title_full Benthic ecosystem cascade effects in Antarctica using Bayesian network inference
title_fullStr Benthic ecosystem cascade effects in Antarctica using Bayesian network inference
title_full_unstemmed Benthic ecosystem cascade effects in Antarctica using Bayesian network inference
title_sort benthic ecosystem cascade effects in antarctica using bayesian network inference
publisher Nature Research
publishDate 2020
url https://www.repository.cam.ac.uk/handle/1810/310043
https://doi.org/10.17863/CAM.57132
long_lat ENVELOPE(-45.500,-45.500,-60.583,-60.583)
geographic Antarctic
South Orkney Islands
geographic_facet Antarctic
South Orkney Islands
genre Antarc*
Antarctic
Antarctica
British Antarctic Survey
South Orkney Islands
genre_facet Antarc*
Antarctic
Antarctica
British Antarctic Survey
South Orkney Islands
op_relation https://doi.org/10.6084/m9.figshare.12214568.v1
https://www.repository.cam.ac.uk/handle/1810/310043
doi:10.17863/CAM.57132
op_rights Attribution 4.0 International (CC BY)
http://creativecommons.org/licenses/by/4.0/
op_doi https://doi.org/10.17863/CAM.5713210.6084/m9.figshare.12214568.v1
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