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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
Favorite  |  View/Download:11/0  |  Submit date:2021/11/05
Soil organic matter  Dongzhi Loess Tableland  Gradient boosting modeling  Random forest  High accuracy surface modeling  
A New HASM-Based Downscaling Method for High-Resolution Precipitation Estimates 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 14, 页码: 20
Authors:  Zhao, Na;  Jiao, Yimeng
Favorite  |  View/Download:8/0  |  Submit date:2021/11/05
satellite precipitation estimates  downscaling  IMERG  
Multi-Mode Surface Generalization Supports a Detailed Urban Flooding Simulation Model 期刊论文
FRONTIERS IN EARTH SCIENCE, 2021, 卷号: 9, 页码: 16
Authors:  Xu, Mei;  Yao, Yonghui;  Liu, Shu;  Sun, Yang;  Yan, Yuexin
Favorite  |  View/Download:11/0  |  Submit date:2021/06/10
detailed urban flooding model  urban waterlogging  surface generalization  elevation amendment  Beijing city  
Remote sensing inversion of grassland aboveground biomass based on high accuracy surface modeling 期刊论文
ECOLOGICAL INDICATORS, 2021, 卷号: 121, 页码: 10
Authors:  Zhou, Wei;  Li, Haoran;  Xie, Lijuan;  Nie, Xuemin;  Wang, Zong;  Du, Zhengping;  Yue, Tianxiang
Favorite  |  View/Download:14/0  |  Submit date:2021/03/15
Aboveground biomass  High accuracy surface modelling  Random forest  Driving mechanism  Three-rivers source region  
Stratified Data Reconstruction and Spatial Pattern Analyses of Soil Bulk Density in the Northern Grasslands of China 期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2020, 卷号: 9, 期号: 11, 页码: 16
Authors:  Qiao, Yuxin;  Zhu, Huazhong;  Zhong, Huaping;  Li, Yuzhe
Favorite  |  View/Download:78/0  |  Submit date:2021/03/16
Soil bulk density  grassland  spatial pattern analysis  pedotransfer function  stratified soil  
Identifying the spatiotemporal changes of annual harvesting areas for three staple crops in China by integrating multi-data sources 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 卷号: 15, 期号: 7, 页码: 15
Authors:  Luo, Yuchuan;  Zhang, Zhao;  Li, Ziyue;  Chen, Yi;  Zhang, Liangliang;  Cao, Juan;  Tao, Fulu
Favorite  |  View/Download:14/0  |  Submit date:2021/03/15
agricultural system  cropland  land use/cover change  rice  maize  wheat  
A fundamental theorem for eco-environmental surface modelling and its applications 期刊论文
SCIENCE CHINA-EARTH SCIENCES, 2020, 页码: 21
Authors:  Yue, Tianxiang;  Zhao, Na;  Liu, Yu;  Wang, Yifu;  Zhang, Bin;  Du, Zhengping;  Fan, Zemeng;  Shi, Wenjiao;  Chen, Chuanfa;  Zhao, Mingwei;  Song, Dunjiang;  Wang, Shihai;  Song, Yinjun;  Yan, Changqing;  Li, Qiquan;  Sun, Xiaofang;  Zhang, Lili;  Tian, Yongzhong;  Wang, Wei;  Wang, Ying'an;  Ma, Shengnan;  Huang, Hongsheng;  Lu, Yimin;  Wang, Qing;  Wang, Chenliang;  Wang, Yuzhu;  Lu, Ming;  Zhou, Wei;  Liu, Yi;  Wang, Zong;  Bao, Zhengyi;  Zhao, Miaomiao;  Zhao, Yapeng;  Rao, Yimeng;  Naseer, Ufra;  Fan, Bin;  Li, Saibo;  Yang, Yang;  Wilson, John P.
Favorite  |  View/Download:7/0  |  Submit date:2021/03/23
HASM  FTEEM  Spatial upscaling  Spatial downscaling  Spatial interpolation  Data fusion  Model-data assimilation  Model coupling  
ChinaCropPhen1km: a high-resolution crop phenological dataset for three staple crops in China during 2000-2015 based on leaf area index (LAI) products 期刊论文
EARTH SYSTEM SCIENCE DATA, 2020, 卷号: 12, 期号: 1, 页码: 197-214
Authors:  Luo, Yuchuan;  Zhang, Zhao;  Chen, Yi;  Li, Ziyue;  Tao, Fulu
Favorite  |  View/Download:13/0  |  Submit date:2020/05/19
Influences of leaf area index and albedo on estimating energy fluxes with HOLAPS framework 期刊论文
JOURNAL OF HYDROLOGY, 2020, 卷号: 580, 页码: 13
Authors:  Peng, Jian;  Kharbouche, Said;  Muller, Jan-Peter;  Danne, Olaf;  Blessing, Simon;  Giering, Ralf;  Gobron, Nadine;  Ludwig, Ralf;  Mueller, Benjamin;  Leng, Guoyong;  Lees, Thomas;  Dadson, Simon
Favorite  |  View/Download:23/0  |  Submit date:2020/05/19
HOLAPS  Albedo  Leaf area index  QA4ECV  MODIS  GlobAlbedo  GLOBMAP  FLUXNET  
Enhanced geographic information system-based mapping of local climate zones in Beijing, China 期刊论文
SCIENCE CHINA-TECHNOLOGICAL SCIENCES, 2019, 卷号: 62, 期号: 12, 页码: 2243-2260
Authors:  Quan, JinLing
Favorite  |  View/Download:15/0  |  Submit date:2020/05/19
geographic information system (GIS)  remote sensing  local climate zone (LCZ)  land surface temperature  urban morphology