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Phenology-Guided Wheat and Corn Identification in Xinjiang: An Improved U-Net Semantic Segmentation Model Using PCA and CBAM-ASPP

Wheat and corn are two major food crops in Xinjiang. However, the spectral similarity between these crop types and the complexity of their spatial distribution has posed significant challenges to accurate crop identification. To this end, the study aimed to improve the accuracy of crop distribution...

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Principais autores: Yang Wei, Xian Guo, Yiling Lu, Hongjiang Hu, Fei Wang, Rongrong Li, Xiaojing Li
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2025-10-01
Serier:Remote Sensing
Fag:
Sentinel-2
semantic segmentation
wheat and corn
phenological period
PCA
Online adgang:https://www.mdpi.com/2072-4292/17/21/3563
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