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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
Creator:  Li, Xiaohang;  Ding, Jianli;  Ilyas, Nurmemet
Favorite  |  View/Download:0/0  |  Submit date:2021/07/30
machine learning  remote sensing reflectance  Sentinel-2 MSI  water quality index (WQI)  water quality parameter (WQP)  
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
Creator:  Wang, Jingzhe;  Ding, Jianli;  Yu, Danlin;  Teng, Dexiong;  He, Bin;  Chen, Xiangyue;  Ge, Xiangyu;  Zhang, Zipeng;  Wang, Yi;  Yang, Xiaodong;  Shi, Tiezhu;  Su, Fenzhen
Favorite  |  View/Download:2/0  |  Submit date:2020/05/22
Soil salinization  Sentinel-2 MSI  Landsat-8 OLI  Cubist  Remote sensing  Surface soil moisture  
A New Method for Predicting Soil Moisture Based on UAV Hyperspectral Image 期刊论文
发表期刊: SPECTROSCOPY AND SPECTRAL ANALYSIS. 出版年: 2020, 卷号: 40, 期号: 2, 页码: 602-609
Creator:  Ge Xiang-yu;  Ding Jian-li;  Wang Jing-zhe;  Sun Hui-lan;  Zhu Zhi-qiang
Favorite  |  View/Download:2/0  |  Submit date:2020/07/01
UAV  Remote Sensing  Hyperspectral image  Machine learning  Ensemble learning  
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
Creator:  Huang, Shuai;  Ding, Jianli;  Liu, Bohua;  Ge, Xiangyu;  Wang, Jinjie;  Zou, Jie;  Zhang, Junyong
Favorite  |  View/Download:1/0  |  Submit date:2020/08/14
sentinel-1 microwave remote sensing  Dubois model  topp model  ratio model  
一种基于无人机高光谱影像的土壤墒情检测新方法 期刊论文
发表期刊: 光谱学与光谱分析. 出版年: 2020, 卷号: 40, 期号: 2, 页码: 602-609
Creator:  葛翔宇;  丁建丽;  王敬哲;  孙慧兰;  朱志强
Favorite  |  View/Download:2/0  |  Submit date:2021/01/08
UAV  UAV  Remote Sensing  Hyperspectral image  Machine learning  Ensemble learning  
基于环境变量的渭干河-库车河绿洲土壤盐分空间分布 期刊论文
发表期刊: 农业工程学报. 出版年: 2020, 卷号: 36, 期号: 1, 页码: 175-181
Creator:  蒙莉娜;  丁建丽;  王敬哲;  葛翔宇
Favorite  |  View/Download:2/0  |  Submit date:2020/07/01
soil salt  remote sensing  machine learning  environmental variables  
Dynamic detection of water surface area of Ebinur Lake using multi-source satellite data (Landsat and Sentinel-1A) and its responses to changing environment 期刊论文
发表期刊: CATENA. 出版年: 2019, 卷号: 177, 页码: 189-201
Creator:  Wang, Jingzhe;  Ding, Jianli;  Li, Guannan;  Liang, Jing;  Yu, Danlin;  Aishan, Tayierjiang;  Zhang, Fang;  Yang, Jinming;  Abuldmiti, Aerzuna;  Liu, Jie
Favorite  |  View/Download:3/0  |  Submit date:2019/11/29
Ebinur Lake  Sentienel-1A  Water index  Remote sensing  Eco-environmental impact  
Temporal-spatial variations and influencing factors of Lakes in inland arid areas from 2000 to 2017: a case study in Xinjiang 期刊论文
发表期刊: GEOMATICS NATURAL HAZARDS & RISK. 出版年: 2019, 卷号: 10, 期号: 1, 页码: 519-543
Creator:  Yang Jin-Ming;  Ma Li-Gang;  Li Cheng-Zhi;  Liu Yang;  Ding Jian-Li;  Yang Sheng-Tian
Favorite  |  View/Download:3/0  |  Submit date:2019/11/29
Arid area  support vector machine  lake area  driving forces  remote sensing  MODIS  
Soil Moisture Retrival Based on Sentinel-1 Imagery under Sparse Vegetation Coverage 期刊论文
发表期刊: SENSORS. 出版年: 2019, 卷号: 19, 期号: 3
Creator:  Huang, Shuai;  Ding, Jianli;  Zou, Jie;  Liu, Bohua;  Zhang, Junyong;  Chen, Wenqian
Favorite  |  View/Download:4/0  |  Submit date:2019/11/29
microwave remote sensing  Sentinel-1  AIEM model  soil moisture  
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
Creator:  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
Favorite  |  View/Download:4/0  |  Submit date:2020/03/23
Sentinel-2  Soil salinity  Red-edge  Spectral indices  Remote sensing