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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Qian-Hua Ren

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Open access Sep 2026

Improving Crop-Type Mapping in Fragmented Agricultural Landscapes with Parcel Constraints and HLSS30-Derived Phenological Features

Results indicate that HLSS30-derived temporal and phenological features, when summarized within reliable crop parcel boundaries, provide an efficient and interpretable basis for regional multi-crop mapping in fragmented agricultural landscapes.

Yong Zhang, Qian-Hua Ren, Frank Hang Xu et al. · 0 citations

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