Complex multivariate model predictions for coral diversity with climatic change

Models of the future of coral reefs are potentially sensitive to theoretical assumptions, variable selectivity, interactions, and scales. A number of these aspects were evaluated using boosted regression tree models of numbers of coral taxa trained on ~1000 field surveys and 35 spatially complete in...

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Bibliographic Details
Published in:	Ecosphere (Washington, D.C) Vol. 15; no. 12
Main Authors:	McClanahan, Tim R., Azali, Maxwell K., Muthiga, Nyawira A., Porter, Sean N., Schleyer, Michael H., Guillaume, Mireille M. M.
Format:	Journal Article
Language:	English
Published:	Hoboken, USA John Wiley & Sons, Inc 01.12.2024 Wiley
Subjects:	Africa Algorithms Biodiversity Carbon climate Climate change Climate change models Coral reefs corals Coupled Model Intercomparison Project (CMIP) Energy consumption environmental drivers Heat Human influences humans Intergovernmental Panel on Climate Change (IPCC) Machine learning Mapping predictive spatial modeling Proxies regression analysis Scleractinia Taxonomy Temperature Variables Water quality Water temperature Madagascar
ISSN:	2150-8925, 2150-8925
Online Access:	Get full text
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