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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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Principais autores: Geng Bai, Katja Koehler-Cole, David Scoby, Vesh R. Thapa, Andrea Basche, Yufeng Ge
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2024-01-01
coleção:Frontiers in Plant Science
Assuntos:
aboveground biomass
cover crop
plant phenotyping
machine learning
partial least squares regression
rye
Acesso em linha:https://www.frontiersin.org/articles/10.3389/fpls.2023.1277672/full
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