Enhancing estimation of cover crop biomass using field-based high-throughput phenotyping and machine learning models

Incorporating cover crops into cropping systems offers numerous potential benefits, including the reduction of soil erosion, suppression of weeds, decreased nitrogen requirements for subsequent crops, and increased carbon sequestration. The aboveground biomass (AGB) of cover crops strongly influence...

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Bibliographic Details

Published in:	Frontiers in Plant Science
Main Authors:	Geng Bai, Katja Koehler-Cole, David Scoby, Vesh R. Thapa, Andrea Basche, Yufeng Ge
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2024-01-01
Subjects:	aboveground biomass cover crop plant phenotyping machine learning partial least squares regression rye
Online Access:	https://www.frontiersin.org/articles/10.3389/fpls.2023.1277672/full