Effectiveness of machine learning and deep learning models at county-level soybean yield forecasting
Crop yield forecasting is critical in modern agriculture to ensure food security, economic stability, and effective resource management. The main goal of this study was to combine historical multisource satellite and environmental datasets with a deep learning (DL) model for soybean yield forecastin...
Main Authors: | , , , , , , , , |
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Format: | Article |
Language: | English |
Published: |
Research Centre for Astronomy and Earth Sciences, Hungarian Academy of Sciences
2023-12-01
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Series: | Hungarian Geographical Bulletin |
Subjects: | |
Online Access: | https://ojs3.mtak.hu/index.php/hungeobull/article/view/12631 |