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

被引:22
|
作者
Carter, Alex B. [1 ]
Collier, Catherine [1 ]
Lawrence, Emma [2 ]
Rasheed, Michael A. [1 ]
Robson, Barbara J. [3 ,4 ]
Coles, Rob [1 ]
机构
[1] James Cook Univ, Ctr Trop Water & Aquat Ecosyst Res TropWATER, Bldg E1-016A,POB 6811, Cairns, Qld 4870, Australia
[2] CSIRO Data61, Brisbane, Qld, Australia
[3] Australian Inst Marine Sci, Townsville, Qld, Australia
[4] AIMS JCU, Townsville, Qld, Australia
基金
澳大利亚研究理事会;
关键词
NORTH QUEENSLAND; AUSTRALIA; MANAGEMENT; SEDIMENT; ECOSYSTEMS; DYNAMICS; IMPACTS; MODELS; HARBOR; LIGHT;
D O I
10.1038/s41598-021-01471-4
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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.
引用
收藏
页数:19
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