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Integrating Multi-Source Data for Rice Yield Prediction across China using Machine Learning and Deep Learning Approaches 期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2021, 卷号: 297, 页码: 15
Authors:  Cao, Juan;  Zhang, Zhao;  Tao, Fulu;  Zhang, Liangliang;  Luo, Yuchuan;  Zhang, Jing;  Han, Jichong;  Xie, Jun
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Rice  Google Earth Engine (GEE)  Machine Learning (ML)  Deep Learning (DL)  Yield prediction  Early warning system  
Quantifying influences of anthropogenic-natural factors on ecological land evolution in mega-urban agglomeration: A case study of Guangdong-Hong Kong-Macao greater Bay area 期刊论文
JOURNAL OF CLEANER PRODUCTION, 2021, 卷号: 283, 页码: 10
Authors:  Feng, Rundong;  Wang, Fuyuan;  Wang, Kaiyong;  Xu, Shaojie
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Ecological land  Guangdong-Hong Kong-Macao Greater bay area  Spatial-temporal evolution  Anthropogenic-natural factors  Interaction effect  Geographical detector  
A 30 m resolution dataset of China's urban impervious surface area and green space, 2000-2018 期刊论文
EARTH SYSTEM SCIENCE DATA, 2021, 卷号: 13, 期号: 1, 页码: 63-82
Authors:  Kuang, Wenhui;  Zhang, Shu;  Li, Xiaoyong;  Lu, Dengsheng
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The pattern, change and driven factors of vegetation cover in the Qin Mountains region 期刊论文
SCIENTIFIC REPORTS, 2020, 卷号: 10, 期号: 1, 页码: 11
Authors:  Huang, Chenlu;  Yang, Qinke;  Guo, Yuhan;  Zhang, Yongqiang;  Guo, Linan
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An Approach to High-Resolution Rice Paddy Mapping Using Time-Series Sentinel-1 SAR Data in the Mun River Basin, Thailand 期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 23, 页码: 19
Authors:  Li, He;  Fu, Dongjie;  Huang, Chong;  Su, Fenzhen;  Liu, Qingsheng;  Liu, Gaohuan;  Wu, Shangrong
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rice paddy  time-series  Sentinel-1  Google Earth Engine  permanent water  phenological characteristics  
Mapping Coastal Wetlands of the Bohai Rim at a Spatial Resolution of 10 m Using Multiple Open-Access Satellite Data and Terrain Indices 期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 24, 页码: 16
Authors:  Sun, Shaobo;  Zhang, Yonggen;  Song, Zhaoliang;  Chen, Baozhang;  Zhang, Yangjian;  Yuan, Wenping;  Chen, Chu;  Chen, Wei;  Ran, Xiangbin;  Wang, Yidong
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coastal wetlands  remote sensing  machine learning  Google Earth Engine (GEE)  SAR  random forest  
Google Earth engine platform 项目
资助机构: Google Earth engine platform, 2020-
-
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Future Flood Risk Assessment under the Effects of Land Use and Climate Change in the Tiaoxi Basin 期刊论文
SENSORS, 2020, 卷号: 20, 期号: 21, 页码: 20
Authors:  Li, Leilei;  Yang, Jintao;  Wu, Jin
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NEX-GDDP dataset  CA-Markov model  SWAT model  Taihu basin  flood risk  
10-m-resolution mangrove maps of China derived from multi-source and multi-temporal satellite observations 期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2020, 卷号: 169, 页码: 389-405
Authors:  Zhao, Chuanpeng;  Qin, Cheng-Zhi
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Mangrove map  Sentinel  River salinity  Time series image analysis  Google Earth Engine  
Accretion-Erosion Dynamics of the Yellow River Delta and the Relationships with Runoff and Sediment from 1976 to 2018 期刊论文
WATER, 2020, 卷号: 12, 期号: 11, 页码: 23
Authors:  Li, He;  Huang, Chong;  Liu, Qingsheng;  Liu, Gaohuan
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YRD  water-sediment regulation  Landsat  Google Earth Engine  coastline  accretion–  erosion area