Dr. Kees de Hoogh

 

Areas of academic interest

Exposure modelling of environmental pollution for population health studies

Monitoring and modelling of ambient environmental pollution

Developing spatial modelling techniques and approaches for exposure assessment using GIS

Investigating/employing the use of Earth Observation data to enhance environmental exposure models

Chen J, de Hoogh K, Gulliver J, Hoffmann B, Hertel O, Ketzel M, Bauwelinck M, van Donkelaar A, Hvidtfeldt U.A, Katsouyanni K, Janssen N.A.H, Martin R.V, Samoli E, Schwartz P.E, Stafoggia M, Bellander T, Strak M, Wolf K, Vienneau D, Vermeulen R, Brunekreef B, Hoek G. A comparison of linear regression, regularization, and machine learning algorithms to develop Europe-wide spatial models of fine particles and nitrogen dioxide. Environ Int. 2019;130:104934. DOI: 10.1016/j.envint.2019.104934

de Hoogh K, Saucy A, Shtein A, Schwartz J, West E.A, Strassmann A, Puhan M, Röösli M, Stafoggia M, Kloog I. Predicting fine-scale daily NO2 for 2005-2016 incorporating OMI satellite data across Switzerland. Environ Sci Technol. 2019;53(17):10279-10287. DOI: 10.1021/acs.est.9b03107

Doiron D, de Hoogh K, Probst-Hensch N, Fortier I, Cai Y, De Matteis S, Hansell A.L. Air pollution, lung function and COPD: results from the population-based UK Biobank study. Eur Respir J. 2019;54(1):1802140. DOI: 10.1183/13993003.02140-2018