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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  
Impacts of storm events on chlorophyll-a variations and controlling factors for algal bloom in a river receiving reclaimed water 期刊论文
JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2021, 卷号: 297, 页码: 12
Authors:  Liao, Anran;  Han, Dongmei;  Song, Xianfang;  Yang, Shengtian
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Chlorophyll-a  Algal bloom  Storm event  Temperature  Reclaimed water  
Hybridization of cokriging and gaussian process regression modelling techniques in mapping soil sulphur 期刊论文
CATENA, 2021, 卷号: 206, 页码: 18
Authors:  John, Kingsley;  Agyeman, Prince Chapman;  Kebonye, Ndiye Michael;  Isong, Isong Abraham;  Ayito, Esther O.;  Ofem, Kokei Ikpi;  Qin, Cheng-Zhi
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Soil nutrient distribution  Digital soil mapping  Machine learning  Cokriging  Agricultural productivity  
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  
Crop yield forecasting and associated optimum lead time analysis based on multi-source environmental data across China 期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2021, 卷号: 308, 页码: 12
Authors:  Li, Linchao;  Wang, Bin;  Feng, Puyu;  Wang, Huanhuan;  He, Qinsi;  Wang, Yakai;  Liu, De Li;  Li, Yi;  He, Jianqiang;  Feng, Hao;  Yang, Guijun;  Yu, Qiang
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Crop yield forecast  Climate extremes  Remote sensing  Random forest  Lead time  Variable importance  
Incorporation of high accuracy surface modeling into machine learning to improve soil organic matter mapping 期刊论文
ECOLOGICAL INDICATORS, 2021, 卷号: 129, 页码: 13
Authors:  Wang, Zong;  Du, Zhengping;  Li, Xiaoyan;  Bao, Zhengyi;  Zhao, Na;  Yue, Tianxiang
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Soil organic matter  Dongzhi Loess Tableland  Gradient boosting modeling  Random forest  High accuracy surface modeling  
Divergent impacts of atmospheric water demand on gross primary productivity in three typical ecosystems in China 期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2021, 卷号: 307, 页码: 12
Authors:  Chen, Ning;  Song, Changchun;  Xu, Xiaofeng;  Wang, Xianwei;  Cong, Nan;  Jiang, Peipei;  Zu, Jiaxing;  Sun, Li;  Song, Yanyu;  Zuo, Yunjiang;  Liu, Jianzhao;  Zhang, Tao;  Xu, Mingjie;  Jiang, Peng;  Wang, Zhipeng;  Huang, Ke
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Vapor pressure deficit  Soil water content  Gross primary productivity  Heterogeneous  China  
Improving terrestrial evapotranspiration estimation across China during 2000-2018 with machine learning methods 期刊论文
JOURNAL OF HYDROLOGY, 2021, 卷号: 600, 页码: 18
Authors:  Yin, Lichang;  Tao, Fulu;  Chen, Yi;  Liu, Fengshan;  Hu, Jian
Favorite  |  View/Download:8/0  |  Submit date:2021/11/05
Evapotranspiration  Machine learning  process-based ET  ET integration  China  Gaussian process regression