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Extracting soil salinization information with a fractional-order filtering algorithm and grid-search support vector machine (GS-SVM) model 期刊论文
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2019, 页码: 21
Authors:  Wang, Xiaoping;  Zhang, Fei;  Kung, Hsiang-te;  Johnson, Verner Carl;  Latif, Aamir
Favorite  |  View/Download:0/0  |  Submit date:2020/03/23
Evaluation of Machine Learning Algorithms in Spatial Downscaling of MODIS Land Surface Temperature 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2019, 卷号: 12, 期号: 7, 页码: 2299-2307
Authors:  Li, Wan;  Ni, Li;  Li, Zhao-Liang;  Duan, Si-Bo;  Wu, Hua
Favorite  |  View/Download:0/0  |  Submit date:2020/03/23
Comparison  downscaling  land surface temperature (LST)  machine learning  
A GIS-Based Support Vector Machine Model for Flash Flood Vulnerability Assessment and Mapping in China 期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2019, 卷号: 8, 期号: 7, 页码: 23
Authors:  Xiong, Junnan;  Li, Jin;  Cheng, Weiming;  Wang, Nan;  Guo, Liang
Favorite  |  View/Download:2/0  |  Submit date:2019/09/24
GIS  flash flood vulnerability assessment  exposure  disaster reduction capability  SVM  China  
Integration of two semi-physical models of terrestrial evapotranspiration using the China Meteorological Forcing Dataset 期刊论文
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2019, 卷号: 40, 期号: 5-6, 页码: 1966-1980
Authors:  Liu, Meng;  Tang, Ronglin;  Li, Zhao-Liang;  Yan, Guangjian
Favorite  |  View/Download:45/0  |  Submit date:2019/05/22
Retrieval of Daily PM2.5 Concentrations Using Nonlinear Methods: A Case Study of the Beijing-Tianjin-Hebei Region, China 期刊论文
REMOTE SENSING, 2018, 卷号: 10, 期号: 12, 页码: 17
Authors:  Li, Lijuan;  Chen, Baozhang;  Zhang, Yanhu;  Zhao, Youzheng;  Xian, Yue;  Xu, Guang;  Zhang, Huifang;  Guo, Lifeng
Favorite  |  View/Download:13/0  |  Submit date:2019/05/23
daily PM2  5concentrations  remote sensing  MODIS AOD  machine learning algorithm  spatial and temporal distribution  
Using multi-model ensembles of CMIP5 global climate models to reproduce observed monthly rainfall and temperature with machine learning methods in Australia 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2018, 卷号: 38, 期号: 13, 页码: 4891-4902
Authors:  Wang, Bin;  Zheng, Lihong;  Liu, De Li;  Ji, Fei;  Clark, Anthony;  Yu, Qiang
Favorite  |  View/Download:8/0  |  Submit date:2019/05/23
GCMs  machine learning  multi-model ensemble  random forest  support vector machine  
A Regionalized Study on the Spatial-Temporal Changes of Grassland Cover in the Three-River Headwaters Region from 2000 to 2016 期刊论文
SUSTAINABILITY, 2018, 卷号: 10, 期号: 10, 页码: 24
Authors:  Liu, Naijing;  Yang, Yaping;  Yao, Ling;  Yue, Xiafang
Favorite  |  View/Download:6/0  |  Submit date:2019/05/23
MOD44B  grassland cover  regionalization  Machine Learning  
Mapping Mangrove Forests Based on Multi-Tidal High-Resolution Satellite Imagery 期刊论文
REMOTE SENSING, 2018, 卷号: 10, 期号: 9, 页码: 20
Authors:  Xia, Qing;  Qin, Cheng-Zhi;  Li, He;  Huang, Chong;  Su, Fen-Zhen
Favorite  |  View/Download:18/0  |  Submit date:2019/05/23
mangrove forest mapping  high-resolution satellite imagery  tide  SVM classifier  spectral signature  
Exploring the Factors Driving Changes in Farmland within the Tumen/Tuman River Basin 期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2018, 卷号: 7, 期号: 9, 页码: 24
Authors:  Kang, Cholhyok;  Zhang, Yili;  Paudel, Basanta;  Liu, Linshan;  Wang, Zhaofeng;  Li, Ryongsu
Favorite  |  View/Download:6/0  |  Submit date:2019/05/23
farmland changes  driving forces  logistic regression  
Projection of population structure in China using least squares support vector machine in conjunction with a Leslie matrix model 期刊论文
JOURNAL OF FORECASTING, 2018, 卷号: 37, 期号: 2, 页码: 225-234
Authors:  Li, Shuang;  Yang, Zewei;  Li, Hongsheng;  Shu, Guangwen
Favorite  |  View/Download:4/0  |  Submit date:2019/05/30
fertility rate  Leslie matrix model  ls-SVM  mortality rate  population structure