IGSNRR OpenIR

Browse/Search Results:  1-10 of 888 Help

Selected(0)Clear Items/Page:    Sort:
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
Favorite  |  View/Download:0/0  |  Submit date:2021/03/15
Rice  Google Earth Engine (GEE)  Machine Learning (ML)  Deep Learning (DL)  Yield prediction  Early warning system  
A self-training semi-supervised machine learning method for predictive mapping of soil classes with limited sample data 期刊论文
GEODERMA, 2021, 卷号: 384, 页码: 10
Authors:  Zhang, Lei;  Yang, Lin;  Ma, Tianwu;  Shen, Feixue;  Cai, Yanyan;  Zhou, Chenghu
Favorite  |  View/Download:0/0  |  Submit date:2021/03/15
Digital soil sampling  Machine learning  Semi-supervised learning  Self-training  Predictive mapping  
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
Favorite  |  View/Download:1/0  |  Submit date:2021/03/15
Ecological land  Guangdong-Hong Kong-Macao Greater bay area  Spatial-temporal evolution  Anthropogenic-natural factors  Interaction effect  Geographical detector  
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:0/0  |  Submit date:2021/03/15
Aboveground biomass  High accuracy surface modelling  Random forest  Driving mechanism  Three-rivers source region  
Modern pollen assemblages of the surface lake sediments from the steppe and desert zones of the Tibetan Plateau 期刊论文
SCIENCE CHINA-EARTH SCIENCES, 2021, 页码: 15
Authors:  Qin, Feng
Favorite  |  View/Download:0/0  |  Submit date:2021/03/15
Modern pollen assemblage  Tibetan Plateau  Surface lake sediment  Pollen-climate relationship  Pollen-based vegetation classification model  
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
Favorite  |  View/Download:0/0  |  Submit date:2021/03/15
Understanding Urban Expansion on the Tibetan Plateau over the Past Half Century Based on Remote Sensing: The Case of Xining City, China 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 1, 页码: 23
Authors:  Pan, Xinhao;  Wang, Yihang;  Liu, Zhifeng;  He, Chunyang;  Liu, Haimeng;  Chen, Zhirong
Favorite  |  View/Download:0/0  |  Submit date:2021/03/15
Tibetan Plateau  urban landscape sustainability  urbanization  multi-scale  long time series  Keyhole  Corona spy satellite  dryland  
Integrated phenology and climate in rice yields prediction using machine learning methods 期刊论文
ECOLOGICAL INDICATORS, 2021, 卷号: 120, 页码: 11
Authors:  Guo, Yahui;  Fu, Yongshuo;  Hao, Fanghua;  Zhang, Xuan;  Wu, Wenxiang;  Jin, Xiuliang;  Bryant, Christopher Robin;  Senthilnath, J.
Favorite  |  View/Download:0/0  |  Submit date:2021/03/15
Early mature rice  Machine learning (ML) methods  Multiple linear regression (MLR)  Rice yield prediction  Phenology  
Quantify city-level dynamic functions across China using social media and POIs data 期刊论文
COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 2021, 卷号: 85, 页码: 14
Authors:  Qian, Jiale;  Liu, Zhang;  Du, Yunyan;  Liang, Fuyuan;  Yi, Jiawei;  Ma, Ting;  Pei, Tao
Favorite  |  View/Download:0/0  |  Submit date:2021/03/15
Urban function  Human activity  Social media  Points-of-Interest  Random forest  
Mapping monthly population distribution and variation at 1-km resolution across China 期刊论文
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2020, 页码: 19
Authors:  Cheng, Zhifeng;  Wang, Jianghao;  Ge, Yong
Favorite  |  View/Download:0/0  |  Submit date:2021/03/15
Population distribution  random forest  area-to-point kriging  China