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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
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Landslide  LogitBoost alternating decision trees  Forest by penalizing attributes  Bagging  Integration model  
Multi-scenario simulation of urban land change in Shanghai by random forest and CA-Markov model 期刊论文
SUSTAINABLE CITIES AND SOCIETY, 2020, 卷号: 55, 页码: 10
Authors:  Zhou, Liang;  Dang, Xuewei;  Sun, Qinke;  Wang, Shaohua
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Multi-scenario simulation  Urban land change  Random forest  CA-Markov  Shanghai  
Incorporating spatial association into statistical classifiers: local pattern-based prior tuning 期刊论文
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2020, 页码: 38
Authors:  Bai, Hexiang;  Cao, Feng;  Atkinson, M. Peter;  Chen, Qian;  Wang, Jinfeng;  Ge, Yong
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Spatial pattern  statistical classifier  spatial auto-logistic regression  spatial data  
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
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A similarity-based approach to sampling absence data for landslide susceptibility mapping using data-driven methods 期刊论文
CATENA, 2019, 卷号: 183, 页码: 17
Authors:  Zhu, A-Xing;  Miao, Yamin;  Liu, Junzhi;  Bai, Shibiao;  Zeng, Canying;  Ma, Tianwu;  Hong, Haoyuan
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Landslide absence data  Sampling method  Data-driven methods  Landslide susceptibility mapping, similarity model, data mining and machine learning  
Temporal and Spatial Changes of Soil Organic Carbon Stocks in the Forest Area of Northeastern China 期刊论文
FORESTS, 2019, 卷号: 10, 期号: 11, 页码: 14
Authors:  Wang, Shuai;  Zhuang, Qianlai;  Yang, Zijiao;  Yu, Na;  Jin, Xinxin
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forest soil  soil organic carbon stocks  spatial variation  environment variable  
Including soil water stress in process-based ecosystem models by scaling down maximum carboxylation rate using accumulated soil water deficit 期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2019, 卷号: 276, 页码: 17
Authors:  Chen, Bin;  Chen, Jing M.;  Baldocchi, Dennis D.;  Liu, Yang;  Wang, Shaoqiang;  Zheng, Ting;  Black, T. A.;  Croft, Holly
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Ball-Woodrow-Berry slope  Accumulated soil water deficit  Penman-monteith equation  Two-leaf model  Canopy conductance  
Disease relative risk downscaling model to localize spatial epidemiologic indicators for mapping hand, foot, and mouth disease over China 期刊论文
STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, 2019, 卷号: 33, 期号: 10, 页码: 1815-1833
Authors:  Song, Chao;  He, Yaqian;  Bo, Yanchen;  Wang, Jinfeng;  Ren, Zhoupeng;  Guo, Jiangang;  Yang, Huibin
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Disease mapping modeling  Local relative risk assessment  Spatial odds ratio  Spatial risk ratio  Spatial attributable risk  Hand  foot  and mouth disease  
Modeling Intersecting Processes of Wetland Shrinkage and Urban Expansion by a Time-Varying Methodology 期刊论文
SUSTAINABILITY, 2019, 卷号: 11, 期号: 18, 页码: 24
Authors:  Xu, Erqi;  Chen, Yimeng
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wetland loss  urban expansion  dynamic model  intersecting process  tradeoff analysis  
Local-scale landslide susceptibility mapping using the B-GeoSVC model 期刊论文
LANDSLIDES, 2019, 卷号: 16, 期号: 7, 页码: 1301-1312
Authors:  Yang, Yang;  Yang, Jintao;  Xu, Chengdong;  Xu, Chong;  Song, Chao
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Landslide susceptibility mapping  Spatial heterogeneity  Regional and local information fusion  GeoDetector  SVC  Hierarchical Bayesian method