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...

Full description

Bibliographic Details
Main Authors: Mitchell, Emily, Whittle, Rowan, Griffths, Huw
Format: Article in Journal/Newspaper
Language:English
Published: Nature Research 2020
Subjects:
Online Access:https://dx.doi.org/10.17863/cam.57132
https://www.repository.cam.ac.uk/handle/1810/310043
id ftdatacite:10.17863/cam.57132
record_format openpolar
spelling ftdatacite:10.17863/cam.57132 2024-02-04T09:54:53+01:00 Benthic ecosystem cascade effects in Antarctica using Bayesian network inference ... Mitchell, Emily Whittle, Rowan Griffths, Huw 2020 https://dx.doi.org/10.17863/cam.57132 https://www.repository.cam.ac.uk/handle/1810/310043 en eng Nature Research https://dx.doi.org/10.6084/m9.figshare.12214568.v1 open.access Creative Commons Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/legalcode cc-by-4.0 http://purl.org/coar/access_right/c_abf2 Antarctic Regions Bayes Theorem Ecosystem Geography Models, Theoretical Article ScholarlyArticle JournalArticle article-journal 2020 ftdatacite https://doi.org/10.17863/cam.5713210.6084/m9.figshare.12214568.v1 2024-01-05T09:50:49Z 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 ... Article in Journal/Newspaper Antarc* Antarctic Antarctica South Orkney Islands DataCite Metadata Store (German National Library of Science and Technology) Antarctic South Orkney Islands ENVELOPE(-45.500,-45.500,-60.583,-60.583)
institution Open Polar
collection DataCite Metadata Store (German National Library of Science and Technology)
op_collection_id ftdatacite
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 ...
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://dx.doi.org/10.17863/cam.57132
https://www.repository.cam.ac.uk/handle/1810/310043
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
South Orkney Islands
genre_facet Antarc*
Antarctic
Antarctica
South Orkney Islands
op_relation https://dx.doi.org/10.6084/m9.figshare.12214568.v1
op_rights open.access
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
cc-by-4.0
http://purl.org/coar/access_right/c_abf2
op_doi https://doi.org/10.17863/cam.5713210.6084/m9.figshare.12214568.v1
_version_ 1789958714397032448