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A Hybrid Model Coupling Physical Constraints and Machine Learning to Estimate Daily Evapotranspiration in the Heihe River Basin 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2024, 卷号: 16, 期号: 12
作者:  Li, Xiang;  Xue, Feihu;  Ding, Jianli;  Xu, Tongren;  Song, Lisheng;  Pang, Zijie;  Wang, Jinjie;  Xu, Ziwei;  Ma, Yanfei;  Lu, Zheng;  Wu, Dongxing;  Wei, Jiaxing;  He, Xinlei;  Zhang, Yuan
收藏  |  浏览/下载：36/0  |  提交时间：2024/10/04
evapotranspiration  Heihe River Basin  physical constraints  machine learning  hybrid model  
Mapping super high resolution evapotranspiration in oasis-desert areas using UAV multi-sensor data 期刊论文
发表期刊: AGRICULTURAL WATER MANAGEMENT. 出版年: 2023, 卷号: 287
作者:  Wei, Jiaxing;  Dong, Weichen;  Liu, Shaomin;  Song, Lisheng;  Zhou, Ji;  Xu, Ziwei;  Wang, Ziwei;  Xu, Tongren;  He, Xinlei;  Sun, Jingwei
收藏  |  浏览/下载：27/0  |  提交时间：2024/09/29
Evapotranspiration  Surface energy balance system  Validation and analysis  Oasis -desert areas  Super high resolution  Unmanned aerial vehicle  
Improving regional climate simulations based on a hybrid data assimilation and machine learning method 期刊论文
发表期刊: HYDROLOGY AND EARTH SYSTEM SCIENCES. 出版年: 2023, 卷号: 27, 期号: 7, 页码: 1583-1606
作者:  He, Xinlei;  Li, Yanping;  Liu, Shaomin;  Xu, Tongren;  Chen, Fei;  Li, Zhenhua;  Zhang, Zhe;  Liu, Rui;  Song, Lisheng;  Xu, Ziwei;  Peng, Zhixing;  Zheng, Chen
收藏  |  浏览/下载：23/0  |  提交时间：2024/09/29
Exploring evapotranspiration changes in a typical endorheic basin through the integrated observatory network 期刊论文
发表期刊: AGRICULTURAL AND FOREST METEOROLOGY. 出版年: 2020, 卷号: 290
作者:  Xu, Ziwei;  Liu, Shaomin;  Zhu, Zhongli;  Zhou, Ji;  Shi, Wenjiao;  Xu, Tongren;  Yang, Xiaofan;  Zhang, Yuan;  He, Xinlei
收藏  |  浏览/下载：25/0  |  提交时间：2021/01/07
Multiscale evapotranspiration  Typical ecosystem  Oasis-desert system  Heihe river basin