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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  
Bivariate empirical mode decomposition of the spatial variation in the soil organic matter content: A case study from NW China 期刊论文
发表期刊: CATENA. 出版年: 2021, 卷号: 206
作者:  Zhang, Zipeng;  Ding, Jianli;  Zhu, Chuanmei;  Chen, Xiangyue;  Wang, Jingzhe;  Han, Lijing;  Ma, Xu;  Xu, Dong
收藏  |  浏览/下载：2/0  |  提交时间：2021/11/19
Mountain-Oasis-Desert System  Digital soil mapping  Multi-scale analysis  Fast Fourier transform  Redundancy analysis  
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  
基于谐波分析算法的干旱区绿洲土壤光谱特性研究 期刊论文
发表期刊: 光学学报. 出版年: 2019, 卷号: 39, 期号: 2
作者:  张子鹏;  丁建丽;  王敬哲
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/29
remote sensing  hyperspectral  organic matter  harmonic analysis  principal component analysis  genetic algorithm  back propagation neural network