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Precipitation events determine the spatiotemporal distribution of playa surface salinity in arid regions: evidence from satellite data fused via the enhanced spatial and temporal adaptive reflectance fusion model 期刊论文
发表期刊: CATENA. 出版年: 2021, 卷号: 206
作者:  Han, Lijing;  Ding, Jianli;  Zhang, Junyong;  Chen, Panpan;  Wang, Jingzhe;  Wang, Yinghui;  Wang, Jinjie;  Ge, Xiangyu;  Zhang, Zipeng
收藏  |  浏览/下载：20/0  |  提交时间：2021/11/19
Enhanced spatial and temporal adaptive reflectance fusion model  Spatiotemporal fusion  Playa  Soil salinity  Precipitation  Google Earth Engine  
Ensemble machine-learning-based framework for estimating total nitrogen concentration in water using drone-borne hyperspectral imagery of emergent plants: A case study in an arid oasis, NW China 期刊论文
发表期刊: ENVIRONMENTAL POLLUTION. 出版年: 2020, 卷号: 266
作者:  Wang, Jingzhe;  Shi, Tiezhu;  Yu, Danlin;  Teng, Dexiong;  Ge, Xiangyu;  Zhang, Zipeng;  Yang, Xiaodong;  Wang, Hanxi;  Wu, Guofeng
收藏  |  浏览/下载：21/0  |  提交时间：2021/01/07
Water resources  Remote sensing  Total nitrogen  Hyperspectral imagery  Machine learning  Bootstrap  
Retrieval of Fine-Resolution Aerosol Optical Depth (AOD) in Semiarid Urban Areas Using Landsat Data: A Case Study in Urumqi, NW China 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2020, 卷号: 12, 期号: 3
作者:  Chen, Xiangyue;  Ding, Jianli;  Wang, Jingzhe;  Ge, Xiangyu;  Raxidin, Mayira;  Liang, Jing;  Chen, Xiaoxiao;  Zhang, Zipeng;  Cao, Xiaoyi;  Ding, Yue
收藏  |  浏览/下载：21/0  |  提交时间：2020/05/22
AOD  DB  GRA  HYSPLIT  spatiotemporal variation  Urumqi  
Machine learning-based detection of soil salinity in an arid desert region, Northwest China: A comparison between Landsat-8 OLI and Sentinel-2 MSI 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2020, 卷号: 707
作者:  Wang, Jingzhe;  Ding, Jianli;  Yu, Danlin;  Teng, Dexiong;  He, Bin;  Chen, Xiangyue;  Ge, Xiangyu;  Zhang, Zipeng;  Wang, Yi;  Yang, Xiaodong;  Shi, Tiezhu;  Su, Fenzhen
收藏  |  浏览/下载：25/0  |  提交时间：2020/05/22
Soil salinization  Sentinel-2 MSI  Landsat-8 OLI  Cubist  Remote sensing  Surface soil moisture  
Combining UAV-based hyperspectral imagery and machine learning algorithms for soil moisture content monitoring 期刊论文
发表期刊: PEERJ. 出版年: 2019, 卷号: 7
作者:  Ge, Xiangyu;  Wang, Jingzhe;  Ding, Jianli;  Cao, Xiaoyi;  Zhang, Zipeng;  Liu, Jie;  Li, Xiaohang
收藏  |  浏览/下载：10/0  |  提交时间：2019/11/29
UAV  Precision farming  Hyperspectral imagery  Machine learning  
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