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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：24/0  |  提交时间：2024/10/04
evapotranspiration  Heihe River Basin  physical constraints  machine learning  hybrid model  
Analysis of Spatial and Temporal Variations in Evapotranspiration and Its Driving Factors Based on Multi-Source Remote Sensing Data: A Case Study of the Heihe River Basin 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2024, 卷号: 16, 期号: 15
作者:  Li, Xiang;  Pang, Zijie;  Xue, Feihu;  Ding, Jianli;  Wang, Jinjie;  Xu, Tongren;  Xu, Ziwei;  Ma, Yanfei;  Zhang, Yuan;  Shi, Jinlong
收藏  |  浏览/下载：17/0  |  提交时间：2024/10/04
evapotranspiration validation  spatial and temporal evolution  analysis of impact factors  land use  
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：19/0  |  提交时间：2024/09/29
Evapotranspiration  Surface energy balance system  Validation and analysis  Oasis -desert areas  Super high resolution  Unmanned aerial vehicle  
A dataset of energy, water vapor, and carbon exchange observations in oasis-desert areas from 2012 to 2021 in a typical endorheic basin 期刊论文
发表期刊: EARTH SYSTEM SCIENCE DATA. 出版年: 2023, 卷号: 15, 期号: 11, 页码: 4959-4981
作者:  Liu, Shaomin;  Xu, Ziwei;  Che, Tao;  Li, Xin;  Xu, Tongren;  Ren, Zhiguo;  Zhang, Yang;  Tan, Junlei;  Song, Lisheng;  Zhou, Ji;  Zhu, Zhongli;  Yang, Xiaofan;  Liu, Rui;  Ma, Yanfei
收藏  |  浏览/下载：33/0  |  提交时间：2024/09/29
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：18/0  |  提交时间：2024/09/29
Evapotranspiration partitioning for multiple ecosystems within a dryland watershed: Seasonal variations and controlling factors 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2021, 卷号: 598
作者:  Xu, Ziwei;  Zhu, Zhongli;  Liu, Shaomin;  Song, Lisheng;  Wang, Xiaochen;  Zhou, Sha;  Yang, Xiaofan;  Xu, Tongren
收藏  |  浏览/下载：34/0  |  提交时间：2021/07/30
Evapotranspiration partitioning  Seasonal variation  Controlling factors  Heihe River basin  
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：21/0  |  提交时间：2021/01/07
Multiscale evapotranspiration  Typical ecosystem  Oasis-desert system  Heihe river basin  
Investigating microclimate effects in an oasis-desert interaction zone 期刊论文
发表期刊: AGRICULTURAL AND FOREST METEOROLOGY. 出版年: 2020, 卷号: 290
作者:  Liu, Rui;  Sogachev, Andrey;  Yang, Xiaofan;  Liu, Shaomin;  Xu, Tongren;  Zhang, Junjie
收藏  |  浏览/下载：35/0  |  提交时间：2021/01/07
Oasis-desert interactions  Computational fluid dynamics  Microclimate effects  Oasis sustainability  
Feasibility of Estimating Turbulent Heat Fluxes via Variational Assimilation of Reference-Level Air Temperature and Specific Humidity Observations 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2020, 卷号: 12, 期号: 7
作者:  Tajfar, Elahe;  Bateni, Sayed M.;  Heggy, Essam;  Xu, Tongren
收藏  |  浏览/下载：18/0  |  提交时间：2020/07/01
turbulent heat fluxes  available energy  variational data assimilation  air temperature  specific humidity  
Long-Term Spatiotemporal Dynamics of Terrestrial Biophysical Variables in the Three-River Headwaters Region of China from Satellite and Meteorological Datasets 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2019, 卷号: 11, 期号: 14
作者:  Bei, Xiangyi;  Yao, Yunjun;  Zhang, Lilin;  Xu, Tongren;  Jia, Kun;  Zhang, Xiaotong;  Shang, Ke;  Xu, Jia;  Chen, Xiaowei
收藏  |  浏览/下载：28/0  |  提交时间：2019/11/29
terrestrial biophysical variables  Three-River Headwaters Region of China  spatiotemporal dynamics  climate change  vegetation index  evapotranspiration