Bioclimatic inference based on mammal community using machine learning regression models: perspectives for paleoecological studies

Bioclimatic inference based on mammal community using machine learning regression models: perspectives for paleoecological studies

Climate has played a significant role in shaping the distribution of mammal species across the world. Mammal community composition can therefore be used for inferring modern and past climatic conditions. Here, we develop a novel approach for bioclimatic inference using machine learning (ML) algorith...

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Bibliographic Details
Main Authors: Pierre Linchamps, Emmanuelle Stoetzel, François Robinet, Raphaël Hanon, Pierre Latouche, Raphaël Cornette
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-06-01
Series:Frontiers in Ecology and Evolution
Subjects:
machine learning
climate modeling
ecological inference
mammal communities
methodology
palaeoclimates
Online Access:https://www.frontiersin.org/articles/10.3389/fevo.2023.1178379/full

Internet

https://www.frontiersin.org/articles/10.3389/fevo.2023.1178379/full

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