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Central Asia's desertification challenge: Recent trends and drives explored with google earth engine 期刊论文
发表期刊: JOURNAL OF CLEANER PRODUCTION. 出版年: 2024, 卷号: 460
作者:  Zhao, Shuang;  Ding, Jianli;  Wang, Jinjie;  Ge, Xiangyu;  Han, Lijing;  Wang, Ruimei;  Qin, Shaofeng
收藏  |  浏览/下载：31/0  |  提交时间：2024/10/04
Land degradation  Remote sensing  Driving factors  Climate change  Sustainable development  
Improving the accuracy of precipitation estimates in a typical inland arid region of China using a dynamic Bayesian model averaging approach 期刊论文
发表期刊: JOURNAL OF ARID LAND. 出版年: 2024, 卷号: 16, 期号: 3, 页码: 331-354
作者:  Xu, Wenjie;  Ding, Jianli;  Bao, Qingling;  Wang, Jinjie;  Xu, Kun
收藏  |  浏览/下载：20/0  |  提交时间：2024/10/04
precipitation estimates  satellite-based and reanalysis precipitation  dynamic Bayesian model averaging  streamflow simulation  Ebinur Lake Basin  Xinjiang  
UAV hyperspectral analysis of secondary salinization in arid oasis cotton fields: effects of FOD feature selection and SOA-RF 期刊论文
发表期刊: FRONTIERS IN PLANT SCIENCE. 出版年: 2024, 卷号: 15
作者:  Wang, Zeyuan;  Ding, Jianli;  Tan, Jiao;  Liu, Junhao;  Zhang, Tingting;  Cai, Weijian;  Meng, Shanshan
收藏  |  浏览/下载：23/0  |  提交时间：2024/10/04
precision agriculture  UAV hyperspectral  fractional-order differentiation  feature variables  SOA-RF  
Responses of vegetation cover to hydro-climatic variations in Bosten Lake Watershed, NW China 期刊论文
发表期刊: FRONTIERS IN PLANT SCIENCE. 出版年: 2024, 卷号: 15
作者:  Ge, Xiangyu;  Ding, Jianli;  Amantai, Nigenare;  Xiong, Ju;  Wang, Jingzhe
收藏  |  浏览/下载：32/0  |  提交时间：2024/10/04
surface water  NDVI  spatiotemporal variations  time-lag effect  EEMD  Bosten Lake  
A New Multiangle Method for Estimating Fractional Biocrust Coverage From Sentinel-2 Data in Arid Areas 期刊论文
发表期刊: IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. 出版年: 2024, 卷号: 62
作者:  Sun, Hui;  Ma, Xu;  Liu, Ying;  Zhou, Guiyun;  Ding, Jianli;  Lu, Lei;  Wang, Tiejun;  Yang, Qiuli;  Shu, Qingtai;  Zhang, Fei
收藏  |  浏览/下载：22/0  |  提交时间：2024/10/04
Fractional biocrust cover index  linear kernel-driven model  multiangle  radiative transfer  
Downscale Inversion of Soil Moisture during Vegetation Growth Period in Ebinur Lake Watershed 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2024, 卷号: 16, 期号: 6
作者:  Xiao, Hongzhi;  Wang, Jinjie;  Ding, Jianli;  Li, Xiang;  Chen, Keyu
收藏  |  浏览/下载：21/0  |  提交时间：2024/10/04
surface soil moisture  water cloud modeling  microwave remote sensing  arid zones of Central Asia  data reconstruction  
Enhancing soil particle content prediction accuracy: advanced hyperspectral analysis and machine learning models 期刊论文
发表期刊: JOURNAL OF SOILS AND SEDIMENTS. 出版年: 2024
作者:  Wang, Xiao;  Ding, Jianli;  Han, Lijing;  Tan, Jiao;  Ge, Xiangyu
收藏  |  浏览/下载：32/0  |  提交时间：2024/10/04
Soil particle content  Hyperspectral  Backpropagation neural network  Chaos mapping  
Spatial Downscaling of Precipitation Data in Arid Regions Based on the XGBoost-MGWR Model: A Case Study of the Turpan-Hami Region 期刊论文
发表期刊: LAND. 出版年: 2024, 卷号: 13, 期号: 4
作者:  He, Huanhuan;  Wang, Jinjie;  Ding, Jianli;  Wang, Lei
收藏  |  浏览/下载：18/0  |  提交时间：2024/10/04
precipitation  MGWR  GPM  downscaling  arid regions  
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