Enhanced wheat yield prediction through integrated climate and satellite data using advanced AI techniques

Enhanced wheat yield prediction through integrated climate and satellite data using advanced AI techniques

Abstract Wheat plays a vital role in Pakistan’s economy and food security, making accurate yield forecasting essential for planning and resource management. Traditional approaches—such as manual field surveys and remote sensing—have been widely used, but their effectiveness in capturing yield variat...

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Bibliographic Details
Main Authors: Muhamad Ashfaq, Imran Khan, Rana Fezan Afzal, Dilawar Shah, Shujaat Ali, Muhammad Tahir
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
CNN
RNN
ANN
RF
LASSO
SVM
Online Access:https://doi.org/10.1038/s41598-025-02700-w
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https://doi.org/10.1038/s41598-025-02700-w

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