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Aerosol optical depth (AOD): spatial and temporal variations and association with meteorological covariates in Taklimakan desert, China 期刊论文
发表期刊: PEERJ. 出版年: 2021, 卷号: 9
作者:  Li, Jinglong;  Ge, Xiangyu;  He, Qing;  Abbas, Alim
收藏  |  浏览/下载：13/0  |  提交时间：2021/03/08
Aerosol optical depth (AOD)  Dust aerosol  Spatiotemporal distribution  Impact factors  
Digital Mapping of Soil Organic Carbon Using Sentinel Series Data: A Case Study of the Ebinur Lake Watershed in Xinjiang 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 4
作者:  Li, Xiaohang;  Ding, Jianli;  Liu, Jie;  Ge, Xiangyu;  Zhang, Junyong
收藏  |  浏览/下载：28/0  |  提交时间：2021/07/30
machine learning  Sentinel-1A  Sentinel-2A  Sentinel-3A  soil organic carbon  digital soil mapping  
Validation and comparison of high-resolution MAIAC aerosol products over Central Asia 期刊论文
发表期刊: ATMOSPHERIC ENVIRONMENT. 出版年: 2021, 卷号: 251
作者:  Chen, Xiangyue;  Ding, Jianli;  Liu, Jie;  Wang, Jingzhe;  Ge, Xiangyu;  Wang, Rui;  Zuo, Hongchao
收藏  |  浏览/下载：20/0  |  提交时间：2021/07/30
AOD  MAIAC  DB  Spatiotemporal variation  Central Asia  
Spatio-temporal changes of AOD in Xinjiang of China from 2000 to 2019: Which factor is more influential, natural factor or human factor? 期刊论文
发表期刊: PLOS ONE. 出版年: 2021, 卷号: 16, 期号: 8
作者:  Li, Jinglong;  He, Qing;  Ge, Xiangyu;  Abbas, Alim;  Jin, Lili
收藏  |  浏览/下载：5/0  |  提交时间：2021/11/19
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  
Estimating Agricultural Soil Moisture Content through UAV-Based Hyperspectral Images in the Arid Region 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 8
作者:  Ge, Xiangyu;  Ding, Jianli;  Jin, Xiuliang;  Wang, Jingzhe;  Chen, Xiangyue;  Li, Xiaohang;  Liu, Jie;  Xie, Boqiang
收藏  |  浏览/下载：8/0  |  提交时间：2021/07/30
fractional-order derivatives  ensemble learning  hyperspectral data  precision agriculture  
Characteristics of dust aerosols and identification of dust sources in Xinjiang, China 期刊论文
发表期刊: ATMOSPHERIC ENVIRONMENT. 出版年: 2021, 卷号: 262
作者:  Liu, Jie;  Ding, Jianli;  Rexiding, Mayila;  Li, Xiaohang;  Zhang, Junyong;  Ran, Si;  Bao, Qingling;  Ge, Xiangyu
收藏  |  浏览/下载：3/0  |  提交时间：2021/11/19
Arid area  Dust aerosols  Dust sources  Dust deposition fluxes  
Measurement of Total Nitrogen Concentration in Surface Water Using Hyperspectral Band Observation Method 期刊论文
发表期刊: WATER. 出版年: 2020, 卷号: 12, 期号: 7
作者:  Liu, Changjiang;  Zhang, Fei;  Ge, Xiangyu;  Zhang, Xianlong;  Chan, Ngai Weng;  Qi, Yaxiao
收藏  |  浏览/下载：5/0  |  提交时间：2021/01/07
total nitrogen  hyperspectral  sensitive band  spectral index  PSO-SVM model  
The Capability of Integrating Optical and Microwave Data for Detecting Soil Moisture in an Oasis Region 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2020, 卷号: 12, 期号: 9
作者:  Huang, Shuai;  Ding, Jianli;  Liu, Bohua;  Ge, Xiangyu;  Wang, Jinjie;  Zou, Jie;  Zhang, Junyong
收藏  |  浏览/下载：5/0  |  提交时间：2020/08/14
sentinel-1 microwave remote sensing  Dubois model  topp model  ratio model  
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：20/0  |  提交时间：2021/01/07
Water resources  Remote sensing  Total nitrogen  Hyperspectral imagery  Machine learning  Bootstrap