Publications

Europe-wide air pollution modeling from 2000 to 2019 using geographically weighted regression

Youchen Shen, Kees de Hoogh, Oliver Schmitz, Nicholas Clinton, Karin Tuxen-Bettman, Jørgen Brandt, Jesper Christensen, Lise Frohn, Camilla Geels, Derek Karssenberg, Roel Vermeulen, Gerard Hoek
Environment International (168), October 2022

Development of an objectively measured walkability index for the Netherlands

Thao Minh Lam, Zhiyong Wang, Ilonca Vaartjes, Derek Karssenberg, Dick Ettema, Marco Helbich, Erik J. Timmermans, Lawrence D. Frank, Nicolette R. den Braver, Alfred J. Wagtendonk, Joline W. J. Beulens & Jeroen Lakerveld
International Journal of Behavioral Nutrition and Physical Activity volume 19, Article number: 50 (2022)

Environmental factors shaping the gut microbiome in a Dutch population

R. Gacesa, A. Kurilshikov, A. Vich Vila, T. Sinha, M.A.Y. Klaassen L.A. Bolte, S. Andreu-Sánchez, L. Chen, V. Collij, S. Hu, J.A.M. Dekens, V.C. Lenters, J.R. Björk, J.C. Swarte, M.A. Swertz, B.H. Jansen, J. Gelderloos-Arends, S. Jankipersadsing, M. Hofker, R.C.H. Vermeulen, S. Sanna, H.J.M. Harmsen, C. Wijmenga, J. Fu, A. Zhernakova, R.K. Weersma
Nature (2022)

Mixed-Effects Modeling Framework for Amsterdam and Copenhagen for Outdoor NO 2 Concentrations Using Measurements Sampled with Google Street View Cars

Jules Kerckhoffs, Jibran Khan, Gerard Hoek, Zhendong Yuan, Thomas Ellermann, Ole Hertel, Matthias Ketzel, Steen Solvang Jensen, Kees Meliefste, Roel Vermeulen
Environment Science and Technology, March 2022

Machine learning approaches to characterize the obesogenic urban exposome

Haykanush Ohanyan, Lützen Portengren, Anke Huss, Eugenio Traini, Joline W.J. Beulens, Gerard Hoek, Jeroen Lakerveld, Roel Vermeulen
Environment International (158), Jan 2022

Decoding the exposome

Decoding the exposome

The environment we live in has a dominant impact on our health. It explains an estimated seventy percent of the chronic disease burden. Where we live, what we eat, how much we exercise, the air we breathe and whom we associate with; all of these environmental factors play a role. The combination of these factors over the life course is called the exposome. There is general (scientific) consensus that understanding more about the exposome will help explain the current burden of disease and that it provides entry points for prevention and ...

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