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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:43/0  |  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:29/0  |  提交时间:2022/01/18
Air pollution modelling  Land use regression  Nitrogen dioixde  Regression kriging  
Associations between modeled residential outdoor and measured personal exposure to ultrafine particles in four European study areas 期刊论文
ATMOSPHERIC ENVIRONMENT, 2020, 卷号: 226
作者:  van Nunen E.;  Vermeulen R.;  Tsai M.-Y.;  Probst-Hensch N.;  Ineichen A.;  Imboden M.;  Naccarati A.;  Tarallo S.;  Raffaele D.;  Ranzi A.;  Nieuwenhuijsen M.;  Jarvis D.;  Amaral A.F.;  Vlaanderen J.;  Meliefste K.;  Brunekreef B.;  Vineis P.;  Gulliver J.;  Hoek G.
收藏  |  浏览/下载:16/0  |  提交时间:2022/01/18
Exposure assessment  Land use regression model  Personal exposure  Ultrafine particles  
Low-cost NO2 monitoring and predictions of urban exposure using universal kriging and land-use regression modelling in Mysore, India 期刊论文
ATMOSPHERIC ENVIRONMENT, 2020, 卷号: 226
作者:  Nori-Sarma A.;  Thimmulappa R.K.;  Venkataramana G.V.;  Fauzie A.K.;  Dey S.K.;  Venkareddy L.K.;  Berman J.D.;  Lane K.J.;  Fong K.C.;  Warren J.L.;  Bell M.L.
收藏  |  浏览/下载:11/0  |  提交时间:2022/01/18
Air pollution  India  Kriging  LUR  Nitrogen dioxide  Spatial interpolation  
Land use regression models revealing spatiotemporal co-variation in NO2, NO, and O3 in the Netherlands 期刊论文
ATMOSPHERIC ENVIRONMENT, 2020, 卷号: 223
作者:  Lu M.;  Soenario I.;  Helbich M.;  Schmitz O.;  Hoek G.;  van der Molen M.;  Karssenberg D.
收藏  |  浏览/下载:21/0  |  提交时间:2022/01/18
Spatiotemporal ozone pollution LUR models: Suitable statistical algorithms and time scales for a megacity scale 期刊论文
ATMOSPHERIC ENVIRONMENT, 2020, 卷号: 237
作者:  Wang J.;  Cohan D.S.;  Xu H.
收藏  |  浏览/下载:14/0  |  提交时间:2022/01/18
Epidemiological study  General additive mixed model  Land use regression  Ozone  Random forest  Spatiotemporal  
Application of land use regression to assess exposure and identify potential sources in PM2.5, BC, NO2 concentrations 期刊论文
ATMOSPHERIC ENVIRONMENT, 2020, 卷号: 223
作者:  Cai J.;  Ge Y.;  Li H.;  Yang C.;  Liu C.;  Meng X.;  Wang W.;  Niu C.;  Kan L.;  Schikowski T.;  Yan B.;  Chillrud S.N.;  Kan H.;  Jin L.
收藏  |  浏览/下载:9/0  |  提交时间:2022/01/18
Air pollution  Exposure assessment  Land use regression model  Spatial variation  
Effects of spatial sampling density and spatial extent on linear land use regression modelling of NO2 estimates in an automobile-oriented city 期刊论文
ATMOSPHERIC ENVIRONMENT, 2020, 卷号: 238
作者:  Maddix M.;  Adams M.D.
收藏  |  浏览/下载:12/0  |  提交时间:2022/01/18
Air pollution  Land use regression  Nitrogen dioxide  Spatial density  
Concurrent spatiotemporal daily land use regression modeling and missing data imputation of fine particulate matter using distributed space-time expectation maximization 期刊论文
ATMOSPHERIC ENVIRONMENT, 2020, 卷号: 224
作者:  Taghavi-Shahri S.M.;  Fassò A.;  Mahaki B.;  Amini H.
收藏  |  浏览/下载:20/0  |  提交时间:2022/01/18
Air pollution  D-STEM  Exposure assessment  LUR  Missing data  
Low-cost NO2 monitoring and predictions of urban exposure using universal kriging and land-use regression modelling in Mysore, India 期刊论文
Atmospheric Environment, 2020, 卷号: 226
作者:  Nori-Sarma A.;  Thimmulappa R.K.;  Venkataramana G.V.;  Fauzie A.K.;  Dey S.K.;  Venkareddy L.K.;  Berman J.D.;  Lane K.J.;  Fong K.C.;  Warren J.L.;  Bell M.L.
收藏  |  浏览/下载:12/0  |  提交时间:2020/06/19