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Estimation of Soil Organic Matter in Arid Zones with Coupled Environmental Variables and Spectral Features 期刊论文
发表期刊: SENSORS. 出版年: 2022, 卷号: 22, 期号: 3
作者:  Wang, Zheng;  Ding, Jianli;  Zhang, Zipeng
收藏  |  浏览/下载：22/0  |  提交时间：2022/03/17
remote sensing  visible and near-infrared spectroscopy  soil organic matter  environmental variables  partial least squares regression  
Machine learning method for quick identification of water quality index (WQI) based on Sentinel-2 MSI data: Ebinur Lake case study 期刊论文
发表期刊: WATER SUPPLY. 出版年: 2021, 卷号: 21, 期号: 3, 页码: 1291-1312
作者:  Li, Xiaohang;  Ding, Jianli;  Ilyas, Nurmemet
收藏  |  浏览/下载：27/0  |  提交时间：2021/07/30
machine learning  remote sensing reflectance  Sentinel-2 MSI  water quality index (WQI)  water quality parameter (WQP)  
Capability of Sentinel-2 MSI data for monitoring and mapping of soil salinity in dry and wet seasons in the Ebinur Lake region, Xinjiang, China 期刊论文
发表期刊: GEODERMA. 出版年: 2019, 卷号: 353, 页码: 172-187
作者:  Wang, Jingzhe;  Ding, Jianli;  Yu, Danlin;  Ma, Xuankai;  Zhang, Zipeng;  Ge, Xiangyu;  Teng, Dexiong;  Li, Xiaohang;  Liang, Jing;  Lizag, Ivan;  Chen, Xiangyue;  Yuan, Lin;  Guo, Yahui
收藏  |  浏览/下载：18/0  |  提交时间：2020/03/23
Sentinel-2  Soil salinity  Red-edge  Spectral indices  Remote sensing  
Quantitative estimation of soil salinity by means of different modeling methods and visible-near infrared (VIS-NIR) spectroscopy, Ebinur Lake Wetland, Northwest China 期刊论文
发表期刊: PEERJ. 出版年: 2018, 卷号: 6
作者:  Wang, Jingzhe;  Ding, Jianli;  Abulimiti, Aerzuna;  Cai, Lianghong
收藏  |  浏览/下载：16/0  |  提交时间：2019/11/29
Ebinur Lake  RF  VIS-NIR  PLSR  Soil salinity  Machine learning  Wetland  
Desert soil clay content estimation using reflectance spectroscopy preprocessed by fractional derivative 期刊论文
发表期刊: PLOS ONE. 出版年: 2017, 卷号: 12, 期号: 9
作者:  Wang, Jingzhe;  Tiyip, Tashpolat;  Ding, Jianli;  Zhang, Dong;  Liu, Wei;  Wang, Fei;  Tashpolat, Nigara
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/29
Quantitative Estimation of Organic Matter Content in Arid Soil Using Vis-NIR Spectroscopy Preprocessed by Fractional Derivative 期刊论文
发表期刊: JOURNAL OF SPECTROSCOPY. 出版年: 2017
作者:  Wang, Jingzhe;  Tiyip, Tashpolat;  Ding, Jianli;  Zhang, Dong;  Liu, Wei;  Wang, Fei
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/29