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Retrieving dynamics of the surface water extent in the upper reach of Yellow River 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2021, 卷号: 800, 页码: 17
Authors:  Zhou, Haowei;  Liu, Suxia;  Hu, Shi;  Mo, Xingguo
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Surface water extent dynamics  Landsat images  Water extraction  Surface water gaps interpolation  Google Earth Engine  
A novel Landsat-based automated mapping of marsh wetland in the headwaters of the Brahmaputra, Ganges and Indus Rivers, southwestern Tibetan Plateau 期刊论文
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2021, 卷号: 103, 页码: 16
Authors:  Liu, Qionghuan;  Zhang, Yili;  Liu, Linshan;  Wang, Zhaofeng;  Nie, Yong;  Rai, Mohan
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Wetland mapping  Random forest  Feature optimization  Google Earth Engine  Tibetan Plateau  
Impacts of climate change-related flood events in the Yangtze River Basin based on multi-source data 期刊论文
ATMOSPHERIC RESEARCH, 2021, 卷号: 263, 页码: 12
Authors:  Yang, Peng;  Xia, Jun;  Luo, Xiangang;  Meng, Lingsheng;  Zhang, Shengqing;  Cai, Wei;  Wang, Wenyu
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Flood events  Yangtze River Basin  Remote sensing  Climate change  
Integrating multiple semantics data to assess the dynamic change of urban green space in Beijing, China 期刊论文
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2021, 卷号: 103, 页码: 15
Authors:  Yang, Zhiqi;  Fang, Chuanglin;  Li, Guangdong;  Mu, Xufang
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Urban green space  Temporal segmentation  Random forest  Dynamic change  Social sensing  Beijing  
Effectiveness of machine learning methods for water segmentation with ROI as the label: A case study of the Tuul River in Mongolia 期刊论文
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2021, 卷号: 103, 页码: 11
Authors:  Li, Kai;  Wang, Juanle;  Yao, Jinyi
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Water Segmentation  Pixel-based CNN  ROI  U-net  Mongolia  
Modeling the electricity consumption by combining land use types and landscape patterns with nighttime light imagery 期刊论文
ENERGY, 2021, 卷号: 234, 页码: 10
Authors:  Wang, Jiaxin;  Lu, Feng
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Electricity consumption  Nighttime light  Landscape pattern  Land use  MGWR  
Digital mapping of zinc in urban topsoil using multisource geospatial data and random forest 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2021, 卷号: 792, 页码: 8
Authors:  Shi, Tiezhu;  Hu, Xianjun;  Guo, Long;  Su, Fenzheng;  Tu, Wei;  Hu, Zhongwen;  Liu, Huizeng;  Yang, Chao;  Wang, Jingzhe;  Zhang, Jie;  Wu, Guofeng
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Digital soil mapping  Remote sensing data  Social sensing data  Geodetector  Urban functional type  
Object-Based Area-to-Point Regression Kriging for Pansharpening 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2021, 卷号: 59, 期号: 10, 页码: 8599-8614
Authors:  Zhang, Yihang;  Atkinson, Peter M.;  Ling, Feng;  Foody, Giles M.;  Wang, Qunming;  Ge, Yong;  Li, Xiaodong;  Du, Yun
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Downscaling  geostatistics  image fusion  object-based  pansharpening  segmentation  
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
LAND DEGRADATION & DEVELOPMENT, 2021, 页码: 14
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  
High-accuracy continuous mapping of surface water dynamics using automatic update of training samples and temporal consistency modification based on Google Earth Engine: A case study from Huizhou, China 期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2021, 卷号: 179, 页码: 66-80
Authors:  Li, Kewei;  Xu, Erqi
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Surface water  Time series  Auto-updating of training samples  Temporal consistency detection  Change monitoring  Intra-annual information