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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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Publicat a:Front Plant Sci
Autors principals: Khaki, Saeed, Wang, Lizhi, Archontoulis, Sotirios V.
Format: Artigo
Idioma:Inglês
Publicat: Frontiers Media S.A. 2020
Matèries:
Accés en línia: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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