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Performances of Machine Learning Algorithms in Predicting the Productivity of Conservation Agriculture at a Global Scale

Assessing the productive performance of conservation agriculture (CA) has become a major issue due to growing concerns about global food security and sustainability. Numerous experiments have been conducted to assess the performance of CA under various local conditions, and meta-analysis has become...

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Principais autores: Yang Su, Huang Zhang, Benoit Gabrielle, David Makowski
Format: Artigo
Sprog:Inglês
Udgivet: Frontiers Media S.A. 2022-02-01
Serier:Frontiers in Environmental Science
Fag:
machine learning
model performance
conservation agriculture
crop yield
Algorithm comparison
Online adgang:https://www.frontiersin.org/articles/10.3389/fenvs.2022.812648/full
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