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Improving regional crop yield prediction by incorporating intra-regional phenological variations
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DOI：10.1016/j.srs.2026.100461.png)
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Abstract
En 中文
• The phenology scale effect is overlooked in current crop yield prediction models. • Group-CNN incorporates intra-regional phenology variations to account for scale effect. • Group-CNN improves soybean yield prediction across 13 states in the U.S. Corn Belt.
Keywords:
Crop phenology
Phenology scale effect
Soybean yield prediction
Yield estimation
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5.2
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