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Modeling landslide susceptibility using LogitBoost alternating decision trees and forest by penalizing attributes with the bagging ensemble 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 卷号: 718, 页码: 15
Authors:  Hong, Haoyuan;  Liu, Junzhi;  Zhu, A-Xing
Favorite  |  View/Download:5/0  |  Submit date:2020/05/19
Landslide  LogitBoost alternating decision trees  Forest by penalizing attributes  Bagging  Integration model  
Effect of soil and water conservation measures on regime-based suspended sediment load during floods 期刊论文
SUSTAINABLE CITIES AND SOCIETY, 2020, 卷号: 55, 页码: 10
Authors:  Hu, Jinfei;  Zhao, Guangju;  Mu, Xingmin;  Hoermann, Georg;  Tian, Peng;  Gao, Peng;  Sun, Wenyi
Favorite  |  View/Download:4/0  |  Submit date:2020/05/19
Event scale  Flood regime  Hyperconcentrated flow  Support vector machines  Sediment yield  
Big geodata mining: Objective, connotations and research issues 期刊论文
JOURNAL OF GEOGRAPHICAL SCIENCES, 2020, 卷号: 30, 期号: 2, 页码: 251-266
Authors:  Pei, Tao;  Song, Ci;  Guo, Sihui;  Shu, Hua;  Liu, Yaxi;  Du, Yunyan;  Ma, Ting;  Zhou, Chenghu
Favorite  |  View/Download:6/0  |  Submit date:2020/05/19
big earth observation data  big human behavior data  geographical spatiotemporal pattern  spatio-temporal heterogeneity  knowledge discovery  
Predictive mapping with small field sample data using semi-supervised machine learning 期刊论文
TRANSACTIONS IN GIS, 2019, 页码: 17
Authors:  Du, Fei;  Zhu, A-Xing;  Liu, Jing;  Yang, Lin
Favorite  |  View/Download:4/0  |  Submit date:2020/05/19
Mapping sugarcane in complex landscapes by integrating multi-temporal Sentinel-2 images and machine learning algorithms 期刊论文
LAND USE POLICY, 2019, 卷号: 88, 页码: 11
Authors:  Wang, Ming;  Liu, Zhengjia;  Baig, Muhammad Hasan Ali;  Wang, Yongsheng;  Li, Yurui;  Chen, Yuanyan
Favorite  |  View/Download:4/0  |  Submit date:2020/05/19
Crop phenology  Sentinel-2 images  Machine learning approach  Sugarcane mapping  Land use  
Surface modelling of forest aboveground biomass based on remote sensing and forest inventory data 期刊论文
GEOCARTO INTERNATIONAL, 2019, 页码: 16
Authors:  Sun, Xiaofang;  Li, Bai;  Du, Zhengping;  Li, Guicai;  Fan, Zemeng;  Wang, Meng;  Yue, Tianxiang
Favorite  |  View/Download:11/0  |  Submit date:2020/03/23
Aboveground biomass  high accuracy surface modelling  mapping  
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
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Analyzing the Uncertainty of Estimating Forest Aboveground Biomass Using Optical Imagery and Spaceborne LiDAR 期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 6, 页码: 16
Authors:  Sun, Xiaofang;  Li, Guicai;  Wang, Meng;  Fan, Zemeng
Favorite  |  View/Download:7/0  |  Submit date:2019/09/24
aboveground biomass  prediction model  number of samples  cross-validation  remotely sensed data  
Water Resources Assessment of China's Transboundary River Basins Using a Machine Learning Approach 期刊论文
WATER RESOURCES RESEARCH, 2019, 卷号: 55, 期号: 1, 页码: 632-655
Authors:  Yan, Jiabao;  Jia, Shaofeng;  Lv, Aifeng;  Zhu, Wenbin
Favorite  |  View/Download:35/0  |  Submit date:2019/05/22
water resources  runoff coefficient  machine learning  transboundary river  China  
Reconstruction of terrestrial water storage anomalies in Northwest China during 1948-2002 using GRACE and GLDAS products 期刊论文
HYDROLOGY RESEARCH, 2018, 卷号: 49, 期号: 5, 页码: 1594-1607
Authors:  Yang, Peng;  Xia, Jun;  Zhan, Chesheng;  Wang, Tiejun
Favorite  |  View/Download:17/0  |  Submit date:2019/05/23
GRACE  Northwest China  reconstruction  SST  terrestrial water storage anomalies