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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  
Polycyclic aromatic hydrocarbons in the soils of the Yangtze River Delta Urban Agglomeration, China: Influence of land cover types and urbanization 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 卷号: 715, 页码: 11
Authors:  Li, Ye;  Liu, Min;  Li, Runkui;  Sun, Pei;  Xia, Haibin;  He, Tianhao
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Polycyclic aromatic hydrocarbon  Soil  Yangtze River Delta urban agglomeration  Urbanization  Land use regression 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  
Factors influencing the ecological security of island cities: A neighborhood-scale study of Zhoushan Island, China 期刊论文
SUSTAINABLE CITIES AND SOCIETY, 2020, 卷号: 55, 页码: 11
Authors:  Wu, Yizhou;  Zhang, Tiancheng;  Zhang, Huan;  Pan, Tao;  Ni, Xueling;  Grydehoj, Adam;  Zhang, Jianming
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Island cities  Ecological footprint  Partial least square  Neighborhood scale  Zhoushan Island  
Urban expansion patterns and their driving forces based on the center of gravity-GTWR model: A case study of the Beijing-Tianjin-Hebei urban agglomeration 期刊论文
JOURNAL OF GEOGRAPHICAL SCIENCES, 2020, 卷号: 30, 期号: 2, 页码: 297-318
Authors:  Wang, Haijun;  Zhang, Bin;  Liu, Yaolin;  Liu, Yanfang;  Xu, Shan;  Zhao, Yuntai;  Chen, Yuchen;  Hong, Song
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urban land expansion  driving forces  center of gravity  geographically and temporally weighted regression  Jing-Jin-Ji  
A Robust Deep Learning Approach for Spatiotemporal Estimation of Satellite AOD and PM2.5 期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 2, 页码: 27
Authors:  Li, Lianfa
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PM2.5  satellite AOD  deep learning  autoencoder  residual network  exposure estimation  high spatiotemporal resolution  
Factors Controlling Urban and Rural Indirect Carbon Dioxide Emissions in Household Consumption: A Case Study in Beijing 期刊论文
SUSTAINABILITY, 2019, 卷号: 11, 期号: 23, 页码: 21
Authors:  Jin, Xueting;  Li, Yu;  Sun, Dongqi;  Zhang, Jinzhou;  Zheng, Ji
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Beijing  urban and rural residents  indirect carbon dioxide emission  STIRPAT model  influencing factors  
Study of the differences in soil properties between the dry season and rainy season in the Mun River Basin 期刊论文
CATENA, 2019, 卷号: 182, 页码: 13
Authors:  Wu, Chunsheng;  Liu, Gaohuan;  Ma, Guoxia;  Liu, Qingsheng;  Yu, Fang;  Huang, Chong;  Zhao, Zhonghe;  Liang, Li
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Mun River Basin  Soil quality  Dry season  Rainy season  Fuzzy logic model  
A Method of Population Spatialization Considering Parametric Spatial Stationarity: Case Study of the Southwestern Area of China 期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2019, 卷号: 8, 期号: 11, 页码: 19
Authors:  Xiong, Junnan;  Li, Kun;  Cheng, Weiming;  Ye, Chongchong;  Zhang, Hao
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population spatialization  spatial stationarity  geographically weighted regression  DMSP/OLS  land use  
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