Improving prediction and assessment of global fires using multilayer neural networks

Abstract Fires determine vegetation patterns, impact human societies, and are a part of complex feedbacks into the global climate system. Empirical and process-based models differ in their scale and mechanistic assumptions, giving divergent predictions of fire drivers and extent. Although humans hav...

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Bibliographic Details
Main Authors: Jaideep Joshi, Raman Sukumar
Format: Article
Language:English
Published: Nature Publishing Group 2021-02-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-81233-4