The Great Barrier Reef World Heritage Area (GBRWHA) in north eastern Australia spans 2500 km of coastline and covers an area of similar to 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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Univ Queensland, Sch Earth & Environm Sci, Remote Sensing Res Ctr, St Lucia, Qld, AustraliaUniv Queensland, Sch Earth & Environm Sci, Remote Sensing Res Ctr, St Lucia, Qld, Australia
Phinn, S. R.
Kovacs, E. M.
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Univ Queensland, Sch Earth & Environm Sci, Remote Sensing Res Ctr, St Lucia, Qld, AustraliaUniv Queensland, Sch Earth & Environm Sci, Remote Sensing Res Ctr, St Lucia, Qld, Australia
Kovacs, E. M.
Roelfsema, C. M.
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Univ Queensland, Sch Earth & Environm Sci, Remote Sensing Res Ctr, St Lucia, Qld, AustraliaUniv Queensland, Sch Earth & Environm Sci, Remote Sensing Res Ctr, St Lucia, Qld, Australia
Roelfsema, C. M.
Canto, R. F.
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Univ Queensland, Sch Earth & Environm Sci, Remote Sensing Res Ctr, St Lucia, Qld, AustraliaUniv Queensland, Sch Earth & Environm Sci, Remote Sensing Res Ctr, St Lucia, Qld, Australia
Canto, R. F.
Collier, C. J.
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James Cook Univ, Ctr Trop Water & TERRAt Ecosyst Res TropWATER, Cairns, AustraliaUniv Queensland, Sch Earth & Environm Sci, Remote Sensing Res Ctr, St Lucia, Qld, Australia
Collier, C. J.
McKenzie, L. J.
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James Cook Univ, Ctr Trop Water & TERRAt Ecosyst Res TropWATER, Cairns, AustraliaUniv Queensland, Sch Earth & Environm Sci, Remote Sensing Res Ctr, St Lucia, Qld, Australia
机构:
James Cook Univ, Ctr Trop Water & Aquat Ecosyst Res TropWATER, Cairns, Qld 4870, Australia
Coll Sci & Engn, Ctr Trop Water & Aquat Ecosyst Res TropWATER, Cairns, Qld 4870, AustraliaJames Cook Univ, Ctr Trop Water & Aquat Ecosyst Res TropWATER, Cairns, Qld 4870, Australia
Scott, Abigail L.
York, Paul H.
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James Cook Univ, Ctr Trop Water & Aquat Ecosyst Res TropWATER, Cairns, Qld 4870, AustraliaJames Cook Univ, Ctr Trop Water & Aquat Ecosyst Res TropWATER, Cairns, Qld 4870, Australia
York, Paul H.
Rasheed, Michael A.
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James Cook Univ, Ctr Trop Water & Aquat Ecosyst Res TropWATER, Cairns, Qld 4870, Australia
Coll Sci & Engn, Ctr Trop Water & Aquat Ecosyst Res TropWATER, Cairns, Qld 4870, AustraliaJames Cook Univ, Ctr Trop Water & Aquat Ecosyst Res TropWATER, Cairns, Qld 4870, Australia
机构:
James Cook Univ, Ctr Trop Water & Aquat Ecosyst Res TropWATER, Cairns, Qld 4870, Australia
James Cook Univ, Coll Sci & Engn, Cairns, Qld 4870, AustraliaJames Cook Univ, Ctr Trop Water & Aquat Ecosyst Res TropWATER, Cairns, Qld 4870, Australia
Scott, Abigail L.
York, Paul H.
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James Cook Univ, Ctr Trop Water & Aquat Ecosyst Res TropWATER, Cairns, Qld 4870, AustraliaJames Cook Univ, Ctr Trop Water & Aquat Ecosyst Res TropWATER, Cairns, Qld 4870, Australia
York, Paul H.
Macreadie, Peter, I
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Deakin Univ, Ctr Integrat Ecol, Sch Life & Environm Sci, Burwood, Vic 3125, AustraliaJames Cook Univ, Ctr Trop Water & Aquat Ecosyst Res TropWATER, Cairns, Qld 4870, Australia
Macreadie, Peter, I
Rasheed, Michael A.
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James Cook Univ, Ctr Trop Water & Aquat Ecosyst Res TropWATER, Cairns, Qld 4870, Australia
James Cook Univ, Coll Sci & Engn, Cairns, Qld 4870, AustraliaJames Cook Univ, Ctr Trop Water & Aquat Ecosyst Res TropWATER, Cairns, Qld 4870, Australia