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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  
Hyperspectral inversion of soil heavy metals in Three-River Source Region based on random forest model 期刊论文
CATENA, 2021, 卷号: 202, 页码: 10
Authors:  Zhou, Wei;  Yang, Han;  Xie, Lijuan;  Li, Haoran;  Huang, Lu;  Zhao, Yapeng;  Yue, Tianxiang
Favorite  |  View/Download：51/0  |  Submit date：2021/07/09
Soil heavy metal  Hyperspectral  Random forest model (RF)  Support vector machine (SVM)  Three-River Source Region  
Dynamics of the COVID-19 basic reproduction numbers in different countries 期刊论文
SCIENCE BULLETIN, 2021, 卷号: 66, 期号: 3, 页码: 229-232
Authors:  Yue, Tianxiang;  Fan, Bin;  Zhao, Yapeng;  Wilson, John P.;  Du, Zhengping;  Wang, Qing;  Yin, Xiaozhe;  Duan, Xiaonan;  Zhao, Na;  Fan, Zemeng;  Lin, Hui;  Zhou, Chenghu
Favorite  |  View/Download：16/0  |  Submit date：2021/04/25
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  
Position paper: Sensitivity analysis of spatially distributed environmental models- a pragmatic framework for the exploration of uncertainty sources 期刊论文
ENVIRONMENTAL MODELLING & SOFTWARE, 2020, 卷号: 134, 页码: 14
Authors:  Koo, Hyeongmo;  Iwanaga, Takuya;  Croke, Barry Fw;  Jakeman, Anthony J.;  Yang, Jing;  Wang, Hsiao-Hsuan;  Sun, Xifu;  Lu, Guonian;  Li, Xin;  Yue, Tianxiang;  Yuan, Wenping;  Liu, Xintao;  Chen, Min
Favorite  |  View/Download：17/0  |  Submit date：2021/03/16
Sensitivity analysis  Spatially distributed environmental model  Uncertainty  SWAT  Environmental modeling  
Retrieval and Validation of XCO2 from TanSat Target Mode Observations in Beijing 期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 18, 页码: 17
Authors:  Bao, Zhengyi;  Zhang, Xingying;  Yue, Tianxiang;  Zhang, Lili;  Wang, Zong;  Jiao, Yimeng;  Bai, Wenguang;  Meng, Xiaoyang
Favorite  |  View/Download：14/0  |  Submit date：2021/03/16
TanSat  target mode  XCO2 retrieval  validation  Beijing FTS  
A new approach to modeling the fade-out threshold of coronavirus disease 期刊论文
SCIENCE BULLETIN, 2020, 卷号: 65, 期号: 15, 页码: 1225-1227
Authors:  Yue, Tianxiang;  Fan, Zemeng;  Fan, Bin;  Du, Zhengping;  Wilson, John P.;  Yin, Xiaozhe;  Zhao, Na;  Wang, Ying'an;  Zhou, Chenghu
Favorite  |  View/Download：13/0  |  Submit date：2021/03/18
A three-dimensional software framework for environmental system monitoring and decision support in Poyang lake basin 期刊论文
EARTH SCIENCE INFORMATICS, 2020, 页码: 13
Authors:  Yan, Changqing;  Rink, Karsten;  Bilke, Lars;  Zhao, Gang;  Yue, Tianxiang;  Kolditz, Olaf
Favorite  |  View/Download：8/0  |  Submit date：2021/07/09
Environmental information system  Intuitive visualization  Poyang lake basin  Unity 3D  Data layer integration  
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  
Comparison of additive and isometric log-ratio transformations combined with machine learning and regression kriging models for mapping soil particle size fractions 期刊论文
GEODERMA, 2020, 卷号: 365, 页码: 16
Authors:  Wang, Zong;  Shi, Wenjiao;  Zhou, Wei;  Li, Xiaoyan;  Yue, Tianxiang
Favorite  |  View/Download：18/0  |  Submit date：2020/05/19
Soil particle size fractions  Log-ratio transformation  Boosted regression tree  Random forest  Regression kriging