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A novel-optimal monitoring model of rocky desertification based on feature space models with typical surface parameters derived from LANDSAT_8 OLI 期刊论文
Authors:  Guo, Bing;  Zhang, Dafu;  Lu, Yuefeng;  Yang, Fei;  Meng, Chao;  Han, Baomin;  Zang, Wenqian;  Zhao, Huihui;  Wei, Cuixia;  Wu, Hongwei;  Hou, Chunhong
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dryness index  feature space  LANDSAT-8 OLI  rock bare index  rocky desertification  
China's Special Poor Areas and Their Geographical Conditions 期刊论文
SUSTAINABILITY, 2021, 卷号: 13, 期号: 15, 页码: 15
Authors:  Xu, Xin;  Wang, Chengjin;  Ma, Shiping;  Zhang, Wenzhong
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special poor areas  contiguous areas  geographical conditions  China  
An analysis of land use conflict potentials based on ecological-production-living function in the southeast coastal area of China 期刊论文
ECOLOGICAL INDICATORS, 2021, 卷号: 122, 页码: 12
Authors:  Zou, Lilin;  Liu, Yansui;  Wang, Jianying;  Yang, Yuanyuan
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Land use conflicts  Land use functions  Ecological-production-living  China  
Spatiotemporal Changes of Soil Salinization in the Yellow River Delta of China from 2015 to 2019 期刊论文
SUSTAINABILITY, 2021, 卷号: 13, 期号: 2, 页码: 14
Authors:  Bian, Lingling;  Wang, Juanle;  Liu, Jing;  Han, Baomin
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Yellow River Delta  salinization  land degradation  feature space  remote sensing inversion  China  
Comparison of two satellite-based soil moisture reconstruction algorithms: A case study in the state of Oklahoma, USA 期刊论文
JOURNAL OF HYDROLOGY, 2020, 卷号: 590, 页码: 16
Authors:  Liu, Yangxiaoyue;  Yao, Ling;  Jing, Wenlong;  Di, Liping;  Yang, Ji;  Li, Yong
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Satellite-based soil moisture  Reconstruction  Triangular feature space-based model  Random forest  
Estimation of volumetric surface soil moisture content using microwave-calibrated soil evaporative efficiency information 期刊论文
REMOTE SENSING LETTERS, 2020, 卷号: 11, 期号: 10, 页码: 923-932
Authors:  Xiu, Hongling;  Zhu, Wenbin;  Yang, Fengyun;  Wei, Jiaxing;  Wang, Feng
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Downscaling Satellite Retrieved Soil Moisture Using Regression Tree-Based Machine Learning Algorithms Over Southwest France 期刊论文
EARTH AND SPACE SCIENCE, 2020, 卷号: 7, 期号: 10, 页码: 25
Authors:  Liu, Yangxiaoyue;  Xia, Xiaolin;  Yao, Ling;  Jing, Wenlong;  Zhou, Chenghu;  Huang, Wumeng;  Li, Yong;  Yang, Ji
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satellite  based soil moisture  downscale  machine learning  regression tree  driven algorithms  
Study on surface thermal environment differentiation effect in mining intensive area through developing remote sensing assessment model 期刊论文
JOURNAL OF INFRARED AND MILLIMETER WAVES, 2020, 卷号: 39, 期号: 5, 页码: 635-649
Authors:  Hou Chun-Hua;  Li Fu-Ping;  He Bao-Jie;  Gu Hai-Hong;  Song Wen
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remote sensing  land surface temperature  biophysical parameters  mining intensive area  RSIEI model  
Spatial pattern and developing mechanism of railway geo-systems based on track gauge: A case study of Eurasia 期刊论文
JOURNAL OF GEOGRAPHICAL SCIENCES, 2020, 卷号: 30, 期号: 8, 页码: 1283-1306
Authors:  Wang, Chengjin;  Li, Xumao;  Chen, Peiran;  Xie, Yongshun;  Liu, Weidong
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railway  railway geosystem  development mechanism  expansion mode  
Comparison of conditioned Latin hypercube and feature space coverage sampling for predicting soil classes using simulation from soil maps 期刊论文
GEODERMA, 2020, 卷号: 370, 页码: 11
Authors:  Ma, Tianwu;  Brus, Dick J.;  Zhu, A-Xing;  Zhang, Lei;  Scholten, Thomas
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Soil sampling  Random forest  Similarity-based predictive soil mapping  K-means  Simulated annealing  Calibration sampling