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Agglomeration and infrastructure effects in land use regression models for air pollution – Specification, estimation, and interpretations 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 253
作者:  Fritsch M.;  Behm S.
收藏  |  浏览/下载:19/0  |  提交时间:2022/01/18
Additive regression smoothers  Counterfactual analysis  Exposure to air pollution  Land use regression  Nitrogen dioxide  Spatial cross-validation  
Land use regression modeling for fine particulate matters in Bangkok, Thailand, using time-variant predictors: Effects of seasonal factors, open biomass burning, and traffic-related factors 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 246
作者:  Chalermpong S.;  Thaithatkul P.;  Anuchitchanchai O.;  Sanghatawatana P.
收藏  |  浏览/下载:25/0  |  提交时间:2022/01/18
Air quality  Bangkok  Land use regression  Open biomass burning  PM2.5  Traffic-related factors  
Long-term trends in local and transported PM2.5 pollution in New York City 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 248
作者:  Pitiranggon M.;  Johnson S.;  Haney J.;  Eisl H.;  Ito K.
收藏  |  浏览/下载:26/0  |  提交时间:2022/01/18
Community multiscale air quality model (CMAQ)  Land use regression  Long-term trends  New York city  PM2.5  Transported air pollution  
A novel hybrid spatiotemporal land use regression model system at the megacity scale 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 244
作者:  Wang J.;  Xu H.
收藏  |  浏览/下载:27/0  |  提交时间:2022/01/18
Air pollution  Epidemiology  Land use regression model  Long-term exposure  Spatiotemporal  Support vector regression  
Effect of sample number and location on accuracy of land use regression model in NO2 prediction 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 246
作者:  Dong J.;  Ma R.;  Cai P.;  Liu P.;  Yue H.;  Zhang X.;  Xu Q.;  Li R.;  Song X.
收藏  |  浏览/下载:25/0  |  提交时间:2022/01/18
Accuracy  Land use regression  Purposive sampling  Sample location  Sample number  
Development of land-use regression models to estimate particle mass and number concentrations in Taichung, Taiwan 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 252
作者:  Chang T.-Y.;  Tsai C.-C.;  Wu C.-F.;  Chang L.-T.;  Chuang K.-J.;  Chuang H.-C.;  Young L.-H.
收藏  |  浏览/下载:22/0  |  提交时间:2022/01/18
Land use regression  Particle mass concentration  Particle number concentration  Particulate matter  Validity  
An integrated model combining random forests and WRF/CMAQ model for high accuracy spatiotemporal PM2.5 predictions in the Kansai region of Japan 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 262
作者:  Thongthammachart T.;  Araki S.;  Shimadera H.;  Eto S.;  Matsuo T.;  Kondo A.
收藏  |  浏览/下载:28/0  |  提交时间:2022/01/18
Air pollution  Chemical transport model  Land use regression  Random forests  
Rapid urbanization and its driving mechanism in the Pan-Third Pole region 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2021, 卷号: 750
作者:  Luan, Wenfei;  Li, Xin
收藏  |  浏览/下载:17/0  |  提交时间:2022/04/28
LAND-USE CHANGE  URBAN EXPANSION  LOGISTIC-REGRESSION  GLOBAL CHANGE  PATTERNS  CHINA  CHALLENGES  GROWTH  DETERMINANTS  POPULATION  
OpenLUR: Off-the-shelf air pollution modeling with open features and machine learning 期刊论文
ATMOSPHERIC ENVIRONMENT, 2020, 卷号: 233
作者:  Lautenschlager F.;  Becker M.;  Kobs K.;  Steininger M.;  Davidson P.;  Krause A.;  Hotho A.
收藏  |  浏览/下载:47/0  |  提交时间:2022/01/18
Automated machine learning  Land use regression  LUR  OpenStreetMap  Pollution  
Neighbourhood scale nitrogen dioxide land use regression modelling with regression kriging in an urban transportation corridor 期刊论文
ATMOSPHERIC ENVIRONMENT, 2020, 卷号: 223
作者:  Shi T.;  Dirienzo N.;  Requia W.J.;  Hatzopoulou M.;  Adams M.D.
收藏  |  浏览/下载:34/0  |  提交时间:2022/01/18
Air pollution modelling  Land use regression  Nitrogen dioixde  Regression kriging