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Laigang Wang

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

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Detection of field-scale winter wheat irrigation events by knowledge-guided stacked-differential-window neural-networks integrating Sentinel-1 SAR and soil moisture

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Detection of field-scale winter wheat irrigation events by knowledge-guided stacked-differential-window neural-networks integrating Sentinel-1 SAR and soil moisture

Number of pages: 50 Posted: 03 Apr 2026
Youming Zhang, Guijun Yang, Ping Li, Jinglei Wang, Laigang Wang, Meiling Gao, Xiaodong Yang, Xiaoyu Song, Xian Li, Zhenheng Xu, Zhenhong Li, Igor Savin and Wu Zhu
affiliation not provided to SSRN, Henan Agricultural University, Chinese Academy of Agricultural Sciences (CAAS) - Farmland Irrigation Research Institute, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Beijing Academy of Agriculture and Forestry Sciences, Beijing Academy of Agriculture and Forestry Sciences, Agricultural Information Institute of Chinese Academy of Agricultural Sciences, affiliation not provided to SSRN, affiliation not provided to SSRN, Ministry of Natural Resources, China and affiliation not provided to SSRN
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irrigation events detection, Knowledge-Guided Neural-network, stacked differential window

Detection of field-scale winter wheat irrigation events by knowledge-guided stacked-differential-window neural-networks integrating Sentinel-1 SAR and soil moisture

Number of pages: 50 Posted: 07 Apr 2026
Youming Zhang, Guijun Yang, Ping Li, Jinglei Wang, Laigang Wang, Meiling Gao, Xiaodong Yang, Xiaoyu Song, Xian Li, Zhenheng Xu, Zhenhong Li, Igor Savin and Wu Zhu
affiliation not provided to SSRN, Henan Agricultural University, Chinese Academy of Agricultural Sciences (CAAS) - Farmland Irrigation Research Institute, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Beijing Academy of Agriculture and Forestry Sciences, Beijing Academy of Agriculture and Forestry Sciences, Agricultural Information Institute of Chinese Academy of Agricultural Sciences, affiliation not provided to SSRN, affiliation not provided to SSRN, Ministry of Natural Resources, China and affiliation not provided to SSRN
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irrigation events detection, Knowledge-Guided Neural-network, stacked differential window