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A comparison of linear regression, regularization, and machine learning algorithms to develop Europe-wide spatial models of fine particles and nitrogen dioxide.
Chen J, de Hoogh K, Gulliver J, Hoffmann B, Hertel O, Ketzel M, Bauwelinck M, van Donkelaar A, Hvidtfeldt UA, Katsouyanni K, Janssen NAH, Martin RV, Samoli E, Schwartz PE, Stafoggia M, Bellander T, Strak M, Wolf K, Vienneau D, Vermeulen R, Brunekreef B, Hoek G. Chen J, et al. Among authors: van donkelaar a. Environ Int. 2019 Sep;130:104934. doi: 10.1016/j.envint.2019.104934. Epub 2019 Jun 20. Environ Int. 2019. PMID: 31229871 Free article.
Creating national air pollution models for population exposure assessment in Canada.
Hystad P, Setton E, Cervantes A, Poplawski K, Deschenes S, Brauer M, van Donkelaar A, Lamsal L, Martin R, Jerrett M, Demers P. Hystad P, et al. Among authors: van donkelaar a. Environ Health Perspect. 2011 Aug;119(8):1123-9. doi: 10.1289/ehp.1002976. Epub 2011 Mar 31. Environ Health Perspect. 2011. PMID: 21454147 Free PMC article.
Exposure assessment for estimation of the global burden of disease attributable to outdoor air pollution.
Brauer M, Amann M, Burnett RT, Cohen A, Dentener F, Ezzati M, Henderson SB, Krzyzanowski M, Martin RV, Van Dingenen R, van Donkelaar A, Thurston GD. Brauer M, et al. Among authors: van donkelaar a, van dingenen r. Environ Sci Technol. 2012 Jan 17;46(2):652-60. doi: 10.1021/es2025752. Epub 2012 Jan 6. Environ Sci Technol. 2012. PMID: 22148428 Free PMC article.
Risk of nonaccidental and cardiovascular mortality in relation to long-term exposure to low concentrations of fine particulate matter: a Canadian national-level cohort study.
Crouse DL, Peters PA, van Donkelaar A, Goldberg MS, Villeneuve PJ, Brion O, Khan S, Atari DO, Jerrett M, Pope CA, Brauer M, Brook JR, Martin RV, Stieb D, Burnett RT. Crouse DL, et al. Among authors: van donkelaar a. Environ Health Perspect. 2012 May;120(5):708-14. doi: 10.1289/ehp.1104049. Epub 2012 Feb 7. Environ Health Perspect. 2012. PMID: 22313724 Free PMC article.
Satellite-based estimates of ambient air pollution and global variations in childhood asthma prevalence.
Anderson HR, Butland BK, van Donkelaar A, Brauer M, Strachan DP, Clayton T, van Dingenen R, Amann M, Brunekreef B, Cohen A, Dentener F, Lai C, Lamsal LN, Martin RV, One IP. Anderson HR, et al. Among authors: van donkelaar a, van dingenen r. Environ Health Perspect. 2012 Sep;120(9):1333-9. doi: 10.1289/ehp.1104724. Epub 2012 May 1. Environ Health Perspect. 2012. PMID: 22548921 Free PMC article.
A satellite-based multi-pollutant index of global air quality.
Cooper MJ, Martin RV, van Donkelaar A, Lamsal L, Brauer M, Brook JR. Cooper MJ, et al. Among authors: van donkelaar a. Environ Sci Technol. 2012 Aug 21;46(16):8523-4. doi: 10.1021/es302672p. Epub 2012 Aug 2. Environ Sci Technol. 2012. PMID: 22853810 No abstract available.
187 results