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A CNN-RNN Framework for Crop Yield Prediction

Crop yield prediction is extremely challenging due to its dependence on multiple factors such as crop genotype, environmental factors, management practices, and their interactions. This paper presents a deep learning framework using convolutional neural networks (CNNs) and recurrent neural networks...

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Detalhes bibliográficos
Publicado no:Front Plant Sci
Main Authors: Khaki, Saeed, Wang, Lizhi, Archontoulis, Sotirios V.
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6993602/
https://ncbi.nlm.nih.gov/pubmed/32038699
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fpls.2019.01750
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