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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：18/0  |  提交时间：2024/10/04
evapotranspiration validation  spatial and temporal evolution  analysis of impact factors  land use  
Aerosols characteristics, sources, and drive factors analysis in typical megacities, NW China 期刊论文
发表期刊: JOURNAL OF CLEANER PRODUCTION. 出版年: 2023, 卷号: 403
作者:  Zhang, Zhe;  Ding, Jianli;  Chen, Xiangyue;  Wang, Jinjie
收藏  |  浏览/下载：18/0  |  提交时间：2024/09/29
Aerosol optical depth  Spatiotemporal variation  Trajectories analysis  Potential pollution source  Lanzhou-Urumqi  
Impacts of climate change on the wetlands in the arid region of Northwestern China over the past 2 decades 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2023, 卷号: 149
作者:  Wang, Ruimei;  Ding, Jianli;  Ge, Xiangyu;  Wang, Jinjie;  Qin, Shaofeng;  Tan, Jiao;  Han, Lijing;  Zhang, Zhe
收藏  |  浏览/下载：25/0  |  提交时间：2024/09/29
Dryland wetland  Clustering algorithm  Wetland condition  Delayed response  
Soil salinity dynamics in arid oases during irrigated and non-irrigated seasons 期刊论文
发表期刊: LAND DEGRADATION & DEVELOPMENT. 出版年: 2023, 卷号: 34, 期号: 13, 页码: 3823-3835
作者:  Zhu, Chuanmei;  Ding, Jianli;  Zhang, Zipeng;  Wang, Jinjie;  Chen, Xiangyue;  Han, Lijing;  Shi, Haobo;  Wang, Jingzhe
收藏  |  浏览/下载：17/0  |  提交时间：2024/09/29
digital soil mapping  random forest  soil salinization  SoilGrids  Weiku Oasis  
Remote sensing drought factor integration based on machine learning can improve the estimation of drought in arid and semi-arid regions 期刊论文
发表期刊: THEORETICAL AND APPLIED CLIMATOLOGY. 出版年: 2023, 卷号: 151, 期号: 3-4, 页码: 1753-1770
作者:  Zhang, Junyong;  Ding, Jianli;  Wang, Jinjie;  Lin, Hua;  Han, Lijing;  Li, Xiaohang;  Liu, Jie
收藏  |  浏览/下载：16/0  |  提交时间：2024/09/29
Assessment of ecological quality in Northwest China (2000-2020) using the Google Earth Engine platform: Climate factors and land use/land cover contribute to ecological quality 期刊论文
发表期刊: JOURNAL OF ARID LAND. 出版年: 2022, 卷号: 14, 期号: 11, 页码: 1196-1211
作者:  Wang Jinjie;  Ding Jianli;  Ge Xiangyu;  Qin Shaofeng;  Zhang Zhe
收藏  |  浏览/下载：18/0  |  提交时间：2024/09/20
ecological quality  land use  land cover  spatiotemporal change  remote sensing ecological index (RSEI)  Google Earth Engine  Xinjiang  
Using spatiotemporal fusion algorithms to fill in potentially absent satellite images for calculating soil salinity: A feasibility study 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION. 出版年: 2022, 卷号: 111
作者:  Han, Lijing;  Ding, Jianli;  Ge, Xiangyu;  He, Baozhong;  Wang, Jinjie;  Xie, Boqiang;  Zhang, Zipeng
收藏  |  浏览/下载：17/0  |  提交时间：2024/09/20
Spatiotemporal fusion  Soil salinity  Soil remote sensing monitoring  Missing image data  
Exploring the capability of Gaofen-5 hyperspectral data for assessing soil salinity risks 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION. 出版年: 2022, 卷号: 112
作者:  Ge, Xiangyu;  Ding, Jianli;  Teng, Dexiong;  Xie, Boqiang;  Zhang, Xianlong;  Wang, Jinjie;  Han, Lijing;  Bao, Qingling;  Wang, Jingzhe
收藏  |  浏览/下载：16/0  |  提交时间：2024/09/20
Gaofen-5  Soil salinization  Fractional order derivative  Machine learning  Digital soil mapping  
Monitoring Oasis Cotton Fields Expansion in Arid Zones Using the Google Earth Engine: A Case Study in the Ogan-Kucha River Oasis, Xinjiang, China 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 1
作者:  Han, Lijing;  Ding, Jianli;  Wang, Jinjie;  Zhang, Junyong;  Xie, Boqiang;  Hao, Jianping
收藏  |  浏览/下载：65/0  |  提交时间：2022/03/17
Google Earth Engine  cotton fields  mulch drip irrigation  groundwater level decline  oasis agriculture in arid zones