Advancing food security: Rice yield estimation framework using time-series satellite data & machine learning.

Advancing food security: Rice yield estimation framework using time-series satellite data & machine learning.

Timely and accurately estimating rice yields is crucial for supporting food security management, agricultural policy development, and climate change adaptation in rice-producing countries such as Bangladesh. To address this need, this study introduced a workflow to enable timely and precise rice yie...

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Bibliographic Details
Main Authors: Varun Tiwari, Kelly Thorp, Mirela G Tulbure, Joshua Gray, Mohammad Kamruzzaman, Timothy J Krupnik, A Sankarasubramanian, Marcelo Ardon
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2024-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0309982
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https://doi.org/10.1371/journal.pone.0309982

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