Can machine-learning algorithms improve upon classical palaeoenvironmental reconstruction models?

<p>Classical palaeoenvironmental reconstruction models often incorporate biological ideas and commonly assume that the taxa comprising a fossil assemblage exhibit unimodal response functions of the environmental variable of interest. In contrast, machine-learning approaches do not rely upon an...

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Bibliographic Details
Main Authors: P. Sun, P. B. Holden, H. J. B. Birks
Format: Article
Language:English
Published: Copernicus Publications 2024-10-01
Series:Climate of the Past
Online Access:https://cp.copernicus.org/articles/20/2373/2024/cp-20-2373-2024.pdf
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