Author Page for Xian Li

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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Abstract:

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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Abstract:

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Towards agricultural specialty industries with scarce data and experts: from automatic data collection to intelligent ‘brain’-machine realization

Number of pages: 48 Posted: 04 May 2026

Yan Zhe, Xiangnan He, Rui Yan, Beilei Fan, Chenxue Yang, Zhemin Li, Yuting Wang and Xian Li

affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Agricultural Information Institute of Chinese Academy of Agricultural Sciences

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Xian Li

Agricultural Information Institute of Chinese Academy of Agricultural Sciences

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Scholarly Papers (2)

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

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

Abstract:

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

Abstract:

Towards agricultural specialty industries with scarce data and experts: from automatic data collection to intelligent ‘brain’-machine realization

Abstract: