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A spatial analysis of seagrass habitat and community diversity in the Great Barrier Reef World Heritage Area

The Great Barrier Reef World Heritage Area (GBRWHA) in north eastern Australia spans 2500 km of coastline and covers an area of ~ 350,000 km(2). It includes one of the world’s largest seagrass resources. To provide a foundation to monitor, establish trends and manage the protection of seagrass meado...

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Autores principales: Carter, Alex B., Collier, Catherine, Lawrence, Emma, Rasheed, Michael A., Robson, Barbara J., Coles, Rob
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8595360/
https://www.ncbi.nlm.nih.gov/pubmed/34785693
http://dx.doi.org/10.1038/s41598-021-01471-4
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author Carter, Alex B.
Collier, Catherine
Lawrence, Emma
Rasheed, Michael A.
Robson, Barbara J.
Coles, Rob
author_facet Carter, Alex B.
Collier, Catherine
Lawrence, Emma
Rasheed, Michael A.
Robson, Barbara J.
Coles, Rob
author_sort Carter, Alex B.
collection PubMed
description The Great Barrier Reef World Heritage Area (GBRWHA) in north eastern Australia spans 2500 km of coastline and covers an area of ~ 350,000 km(2). It includes one of the world’s largest seagrass resources. To provide a foundation to monitor, establish trends and manage the protection of seagrass meadows in the GBRWHA we quantified potential seagrass community extent using six random forest models that include environmental data and seagrass sampling history. We identified 88,331 km(2) of potential seagrass habitat in intertidal and subtidal areas: 1111 km(2) in estuaries, 16,276 km(2) in coastal areas, and 70,934 km(2) in reef areas. Thirty-six seagrass community types were defined by species assemblages within these habitat types using multivariate regression tree models. We show that the structure, location and distribution of the seagrass communities is the result of complex environmental interactions. These environmental conditions include depth, tidal exposure, latitude, current speed, benthic light, proportion of mud in the sediment, water type, water temperature, salinity, and wind speed. Our analysis will underpin spatial planning, can be used in the design of monitoring programs to represent the diversity of seagrass communities and will facilitate our understanding of environmental risk to these habitats.
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spelling pubmed-85953602021-11-17 A spatial analysis of seagrass habitat and community diversity in the Great Barrier Reef World Heritage Area Carter, Alex B. Collier, Catherine Lawrence, Emma Rasheed, Michael A. Robson, Barbara J. Coles, Rob Sci Rep Article The Great Barrier Reef World Heritage Area (GBRWHA) in north eastern Australia spans 2500 km of coastline and covers an area of ~ 350,000 km(2). It includes one of the world’s largest seagrass resources. To provide a foundation to monitor, establish trends and manage the protection of seagrass meadows in the GBRWHA we quantified potential seagrass community extent using six random forest models that include environmental data and seagrass sampling history. We identified 88,331 km(2) of potential seagrass habitat in intertidal and subtidal areas: 1111 km(2) in estuaries, 16,276 km(2) in coastal areas, and 70,934 km(2) in reef areas. Thirty-six seagrass community types were defined by species assemblages within these habitat types using multivariate regression tree models. We show that the structure, location and distribution of the seagrass communities is the result of complex environmental interactions. These environmental conditions include depth, tidal exposure, latitude, current speed, benthic light, proportion of mud in the sediment, water type, water temperature, salinity, and wind speed. Our analysis will underpin spatial planning, can be used in the design of monitoring programs to represent the diversity of seagrass communities and will facilitate our understanding of environmental risk to these habitats. Nature Publishing Group UK 2021-11-16 /pmc/articles/PMC8595360/ /pubmed/34785693 http://dx.doi.org/10.1038/s41598-021-01471-4 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Carter, Alex B.
Collier, Catherine
Lawrence, Emma
Rasheed, Michael A.
Robson, Barbara J.
Coles, Rob
A spatial analysis of seagrass habitat and community diversity in the Great Barrier Reef World Heritage Area
title A spatial analysis of seagrass habitat and community diversity in the Great Barrier Reef World Heritage Area
title_full A spatial analysis of seagrass habitat and community diversity in the Great Barrier Reef World Heritage Area
title_fullStr A spatial analysis of seagrass habitat and community diversity in the Great Barrier Reef World Heritage Area
title_full_unstemmed A spatial analysis of seagrass habitat and community diversity in the Great Barrier Reef World Heritage Area
title_short A spatial analysis of seagrass habitat and community diversity in the Great Barrier Reef World Heritage Area
title_sort spatial analysis of seagrass habitat and community diversity in the great barrier reef world heritage area
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8595360/
https://www.ncbi.nlm.nih.gov/pubmed/34785693
http://dx.doi.org/10.1038/s41598-021-01471-4
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