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...
Main Authors: | Pierre Linchamps, Emmanuelle Stoetzel, François Robinet, Raphaël Hanon, Pierre Latouche, Raphaël Cornette |
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Format: | Article |
Language: | English |
Published: |
Frontiers Media S.A.
2023-06-01
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Series: | Frontiers in Ecology and Evolution |
Subjects: | |
Online Access: | https://www.frontiersin.org/articles/10.3389/fevo.2023.1178379/full |
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