A comparison of linear regression, regularization, and machine learning algorithms to develop Europe-wide spatial models of fine particles and nitrogen dioxide.
Name:
Publisher version
View Source
Access full-text PDFOpen Access
View Source
Check access options
Check access options
Average rating
Cast your vote
You can rate an item by clicking the amount of stars they wish to award to this item.
When enough users have cast their vote on this item, the average rating will also be shown.
Star rating
Your vote was cast
Thank you for your feedback
Thank you for your feedback
Authors
Chen, Jiede Hoogh, Kees
Gulliver, John
Hoffmann, Barbara
Hertel, Ole
Ketzel, Matthias
Bauwelinck, Mariska
van Donkelaar, Aaron
Hvidtfeldt, Ulla A
Katsouyanni, Klea
Janssen, Nicole A H
Martin, Randall V
Samoli, Evangelia
Schwartz, Per E
Stafoggia, Massimo
Bellander, Tom
Strak, Maciek
Wolf, Kathrin
Vienneau, Danielle
Vermeulen, Roel
Brunekreef, Bert
Hoek, Gerard
Type
ArticleLanguage
en
Metadata
Show full item recordTitle
A comparison of linear regression, regularization, and machine learning algorithms to develop Europe-wide spatial models of fine particles and nitrogen dioxide.Published in
Environ Int 2019; 130:104934PMID
31229871ae974a485f413a2113503eed53cd6c53
10.1016/j.envint.2019.104934
Scopus Count
Collections
Related articles
- Spatial PM(2.5), NO(2), O(3) and BC models for Western Europe - Evaluation of spatiotemporal stability.
- Authors: de Hoogh K, Chen J, Gulliver J, Hoffmann B, Hertel O, Ketzel M, Bauwelinck M, van Donkelaar A, Hvidtfeldt UA, Katsouyanni K, Klompmaker J, Martin RV, Samoli E, Schwartz PE, Stafoggia M, Bellander T, Strak M, Wolf K, Vienneau D, Brunekreef B, Hoek G
- Issue date: 2018 Nov
- Development of land use regression models for nitrogen dioxide, ultrafine particles, lung deposited surface area, and four other markers of particulate matter pollution in the Swiss SAPALDIA regions.
- Authors: Eeftens M, Meier R, Schindler C, Aguilera I, Phuleria H, Ineichen A, Davey M, Ducret-Stich R, Keidel D, Probst-Hensch N, Künzli N, Tsai MY
- Issue date: 2016 Apr 18
- Development and Evaluation of Spatio-Temporal Air Pollution Exposure Models and Their Combinations in the Greater London Area, UK.
- Authors: Dimakopoulou K, Samoli E, Analitis A, Schwartz J, Beevers S, Kitwiroon N, Beddows A, Barratt B, Rodopoulou S, Zafeiratou S, Gulliver J, Katsouyanni K
- Issue date: 2022 Apr 28
- Assessment and statistical modeling of the relationship between remotely sensed aerosol optical depth and PM2.5 in the eastern United States.
- Authors: Paciorek CJ, Liu Y, HEI Health Review Committee
- Issue date: 2012 May
- Development of West-European PM(2.5) and NO(2) land use regression models incorporating satellite-derived and chemical transport modelling data.
- Authors: de Hoogh K, Gulliver J, Donkelaar AV, Martin RV, Marshall JD, Bechle MJ, Cesaroni G, Pradas MC, Dedele A, Eeftens M, Forsberg B, Galassi C, Heinrich J, Hoffmann B, Jacquemin B, Katsouyanni K, Korek M, Künzli N, Lindley SJ, Lepeule J, Meleux F, de Nazelle A, Nieuwenhuijsen M, Nystad W, Raaschou-Nielsen O, Peters A, Peuch VH, Rouil L, Udvardy O, Slama R, Stempfelet M, Stephanou EG, Tsai MY, Yli-Tuomi T, Weinmayr G, Brunekreef B, Vienneau D, Hoek G
- Issue date: 2016 Nov