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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  
Comparisons of random forest and stochastic gradient treeboost algorithms for mapping soil electrical conductivity with multiple subsets using Landsat OLI and DEM/GIS-based data at a type oasis in Xinjiang, China 期刊论文
发表期刊: EUROPEAN JOURNAL OF REMOTE SENSING. 出版年: 2021, 卷号: 54, 期号: 1, 页码: 158-181
作者:  Wei, Yang;  Ding, Jianli;  Yang, Shengtian;  Yang, Xiaodong;  Wang, Fei
收藏  |  浏览/下载:12/0  |  提交时间:2021/07/30
Soil salinity  machine learning  arid regions  Landsat OLI  spatial heterogeneity  
Characteristics and sources of atmospheric pollutants in typical inland cities in arid regions of central Asia: A case study of Urumqi city 期刊论文
发表期刊: PLOS ONE. 出版年: 2021, 卷号: 16, 期号: 4
作者:  Li, Zongying;  Wang, Yao;  Xu, Zhonglin;  Cao, Yue'e
收藏  |  浏览/下载:11/0  |  提交时间:2021/07/30
Spatio-temporal variation of oasis landscape pattern in arid area: Human or natural driving? 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2021, 卷号: 125
作者:  Liu, Changjiang;  Zhang, Fei;  Johnson, Verner Carl;  Duan, Pan;  Kung, Hsiang-te
收藏  |  浏览/下载:3/0  |  提交时间:2021/07/30
Oasis  Transition matrix  Moving window  Landscape index  Driving factors  
Identifying mismatches of ecosystem services supply and demand under semi-arid conditions: The case of the Oasis City Urumqi, China 期刊论文
发表期刊: INTEGRATED ENVIRONMENTAL ASSESSMENT AND MANAGEMENT. 出版年: 2021
作者:  Shi, Lei;  Halik, Umut;  Mamat, Zulpiya;  Aishan, Tayierjiang;  Welp, Martin
收藏  |  浏览/下载:12/0  |  提交时间:2021/11/19
Ecosystem services  Oasis cities  Supply and demand mismatch  Sustainable urban management  Trade-offs and synergies  
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  
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  
Soil salinity inversion based on novel spectral index 期刊论文
发表期刊: ENVIRONMENTAL EARTH SCIENCES. 出版年: 2021, 卷号: 80, 期号: 16
作者:  Zhou, Xiaohong;  Zhang, Fei;  Liu, Changjiang;  Kung, Hsiang-te;  Johnson, Verner Carl
收藏  |  浏览/下载:2/0  |  提交时间:2021/11/19
Machine learning algorithm  Sentinel-2A  Spectral indices  
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:4/0  |  提交时间:2021/11/19
Arid area  Dust aerosols  Dust sources  Dust deposition fluxes  
基于GlobeLand 30的哈密市20002020年土地利用格局变化研究 期刊论文
发表期刊: 水土保持通报. 出版年: 2021, 卷号: 41, 期号: 1
作者:  伊木然江·阿卜来提;  张永福;  孜比布拉·司马义
收藏  |  浏览/下载:2/0  |  提交时间:2021/08/05
land use  GlobeLand 30 dataset  standard ellipse  distribution index  Hami City