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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
Creator:  Li, Xiaohang;  Ding, Jianli;  Liu, Jie;  Ge, Xiangyu;  Zhang, Junyong
Favorite  |  View/Download:0/0  |  Submit date: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
Creator:  Wei, Yang;  Ding, Jianli;  Yang, Shengtian;  Yang, Xiaodong;  Wang, Fei
Favorite  |  View/Download:0/0  |  Submit date:2021/07/30
Soil salinity  machine learning  arid regions  Landsat OLI  spatial heterogeneity  
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
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machine learning  remote sensing reflectance  Sentinel-2 MSI  water quality index (WQI)  water quality parameter (WQP)  
Updated information on soil salinity in a typical oasis agroecosystem and desert-oasis ecotone: Case study conducted along the Tarim River, China 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2020, 卷号: 716
Creator:  Wei, Yang;  Shi, Zhou;  Biswas, Asim;  Yang, Shengtian;  Ding, Jianli;  Wang, Fei
Favorite  |  View/Download:0/0  |  Submit date:2020/05/22
Soil salinity  Machine learning  Digital soil mapping  Tarim Basin  Harmonized world Soil Database  
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  
Coupled Machine Learning and Unmanned Aerial Vehicle Based Hyperspectral Data for Soil moisture Content Estimation 期刊论文
发表期刊: LASER & OPTOELECTRONICS PROGRESS. 出版年: 2020, 卷号: 57, 期号: 9
Creator:  Tian Meiling;  Ge Xiangyu;  Ding Jianli;  Wang Jingzhe;  Zhang Zhenhua
Favorite  |  View/Download:3/0  |  Submit date:2021/01/08
soil moisture content  unmanned aerial vehicle  hyperspectral data  machine learning  geographical weighted regression model  
Combination of Fractional Order Differential and Machine Learning Algorithm for Spectral Estimation of Soil Organic Carbon Content 期刊论文
发表期刊: LASER & OPTOELECTRONICS PROGRESS. 出版年: 2020, 卷号: 57, 期号: 15
Creator:  Zhao Qidong;  Ge Xiangyu;  Ding Jianli;  Wang Jingzhe;  Zhang Zhenhua;  Tian Meiling
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spectroscopy  soil organic carbon  visible-near infrared spectroscopy  machine learning  fractional order differential  
结合分数阶微分技术与机器学习算法的土壤有机碳含量光谱估测 期刊论文
发表期刊: 激光与光电子学进展. 出版年: 2020, 卷号: 57, 期号: 15
Creator:  赵启东;  葛翔宇;  丁建丽;  王敬哲;  张振华;  田美玲
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spectroscopy  soil organic carbon  visible-near infrared spectroscopy  machine learning  fractional order differential  
耦合机器学习和机载高光谱数据的土壤含水量估算 期刊论文
发表期刊: 激光与光电子学进展. 出版年: 2020, 卷号: 57, 期号: 9
Creator:  田美玲;  葛翔宇;  丁建丽;  王敬哲;  张振华
Favorite  |  View/Download:1/0  |  Submit date:2021/01/08
soil moisture content  unmanned aerial vehicle  hyperspectral data  machine learning  geographical weighted regression 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