Publications
2025
Scholarly publications
de Hoogh, K., Flückiger, B., Probst-Hensch, N., Vienneau, D., Jeong, A., Imboden, M., Karsies, A., Baruth, S., de Ferrars, D., Schmitz, O., Lu, M., Vermeulen, R., Kyriakou, K., Ndiaye, A., Shen, Y., Karssenberg, D., & Hoek, G. (2025). Accounting for Mobility in Air Pollution Exposure Estimates in Studies on Long-Term Health Effects. (Research report (Health Effects Institute); Vol. 229). Health Effects Institute.
de Hoogh, K., Flückiger, B., Probst-Hensch, N., Jeong, A., Imboden, M., Karsies, A., Schmitz, O., Vermeulen, R., Kyriakou, K., Ndiaye, A., Shen, Y., Karssenberg, D., Vienneau, D., & Hoek, G. (2025). Comparison of residential and mobility-integrated air pollution exposures from tracking campaigns and agent-based modelling in Switzerland and the Netherlands. Journal of Exposure Science and Environmental Epidemiology. Advance online publication. [DOI]
Shen, Y., Kerckhoffs, J., Stafoggia, M., Nobile, F., Cattani, G., Peters, A., Wolf, K., Cyrys, J., Kecorius, S., Tonne, C., Janc, M., Polanska, K., Eeftens, M., Imboden, M., Flückiger, B., Dimakopoulou, K., Katsouyanni, K., Samoli, E., de Hoogh, K., ... Vermeulen, R. (2025). Europe-Wide Spatial Models for Ultrafine Particles Based on Mobile Monitoring. Environmental Science & Technology, 59(50), 27033-27043. [DOI]
Schmitz, O., de Hoogh, K., Probst-Hensch, N., Jeong, A., Flückiger, B., Lu, M., Ndiaye, A., Vienneau, D., Hoek, G., Kyriakou, K., Vermeulen, R. C. H., & Karssenberg, D. (2025). A computational framework for agent-based assessment of multiple environmental exposures. Journal of Exposure Science and Environmental Epidemiology. Advance online publication. [DOI]
Kyriakou, K., Flückiger, B., Vienneau, D., Probst-Hensch, N., Jeong, A., Imboden, M., Karsies, A., Schmitz, O., Karssenberg, D., Vermeulen, R., Hoek, G., & de Hoogh, K. (2025). GPS tracking methods for spatiotemporal air pollution exposure assessment: comparison and challenges in study implementation. International Journal of Health Geographics, 24(1), Article 17. [DOI] [Portal]
Chen, X., Gehring, U., Dyer, G. M. C., de Hoogh, K., Khomenko, S., Khreis, H., Mueller, N., Vermeulen, R., Williams, H., Zapata-Diomedi, B., Nieuwenhuijsen, M., & Hoek, G. (2025). Exposure-response functions of the correlated environmental exposures green space, noise, and air pollution for quantifying mortality burden in health impact assessment. Environment International, 202, Article 109645. [DOI] [Portal]
Hoek, G., Bouma, F., Janssen, N., Wesseling, J., van Ratingen, S., Kerckhoffs, J., Gehring, U., Hendricx, W., Vermeulen, R., & de Hoogh, K. (2025). Comparison of Long-Term Air Pollution Exposure from Mobile and Routine Monitoring, Low-Cost Sensors, and Dispersion Models. Research report (Health Effects Institute), 226. https://www.healtheffects.org/publication/comparison-long-term-air-pollution-exposure-mobile-and-routine-monitoring-low-cost [Portal]
Andersen, Z. J., Lim, Y.-H., Zhang, J., Tuffier, S., Cole-Hunter, T., Bergmann, M., Loft, S., Mortensen, L. H., Chen, J., Stafoggia, M., de Hoogh, K., Katsouyanni, K., Vienneau, D., Rodopoulou, S., Samoli, E., Bauwelinck, M., Klompmaker, J. O., Atkinson, R., Janssen, N. A. H., ... So, R. (2025). Long-term exposure to air pollution and risk of dementia among older individuals of a Danish nationwide administrative cohort. Environment International, 202, Article 109607. [DOI] [Portal]
Kerckhoffs, J., Hofman, J., Khan, J., Adams, M. D., Blanco, M. N., deSouza, P., Durant, J. L., Faridi, S., Fruin, S., Hankey, S., Hassanvand, M. S., Hatzopoulou, M., Hoek, G., de Hoogh, K., Hudda, N., Kushwaha, M., Marshall, J. D., Minet, L., Patton, A. P., ... Amini, H. (2025). Mobile monitoring of air pollution − a position paper on use cases, good practices, challenges, and opportunities. Environment International, 202, Article 109582. [DOI] [Portal]
Dalecká, A., Jeong, A., Szabó, D., Tamasi, B., Imboden, M., Schaffner, E., Keidel, D., Shen, Y., Nieuwenhuijsen, M., Cirach, M., de Hoogh, K., Vlaanderen, J., Vermeulen, R., Peters, A., Melén, E., Peasey, A., Bobák, M., Pikhart, H., & Probst-Hensch, N. (2025). Air pollution, greenspace, and metabolic syndrome in older Czech and Swiss populations. Environmental Epidemiology, 9(3), e393. [DOI] [Portal]
Khomenko, S., Burov, A., Dzhambov, A. M., de Hoogh, K., Helbich, M., Mijling, B., Hlebarov, I., Popov, I., Dimitrova, D., Dimitrova, R., Markevych, I., Germanova, N., Brezov, D., Iungman, T., Montana, F., Chen, X., Gehring, U., Khreis, H., Mueller, N., ... Nieuwenhuijsen, M. (2025). Health burden and inequities of urban environmental stressors in Sofia, Bulgaria. Environmental Research, 279(Pt 1), Article 121782. [DOI] [Portal]
Bouma, F., Janssen, N. AH., Wesseling, J., van Ratingen, S., Kerckhoffs, J., Gehring, U., Hendricx, W., de Hoogh, K., Vermeulen, R., & Hoek, G. (2025). Comparison of air pollution mortality effect estimates using different long-term exposure assessment modelling methods. Environmental Research, 279(Part 2), Article 121832. [DOI] [Portal]
Wei, L., Helbich, M., Flückiger, B., Shen, Y., Vlaanderen, J., Jeong, A., Probst-Hensch, N., de Hoogh, K., Hoek, G., & Vermeulen, R. (2025). Variability in mobility-based air pollution exposure assessment: Effects of GPS tracking duration and temporal resolution of air pollution maps. Environment International, 198, Article 109454. [DOI] [Portal]
Bouma, F., Hoek, G., Koppelman, G. H., Vonk, J. M., Janssen, N. A., van Ratingen, S., Hendricx, W., Wesseling, J., Kerckhoffs, J., Vermeulen, R., de Hoogh, K., & Gehring, U. (2025). Comparison of air pollution exposure assessment methods and the association with children's respiratory health. Environment International, 198, Article 109407. [DOI] [Portal]
2024
Scholarly publications
Nobile, F., Dimakopoulou, K., Åström, C., Coloma, F., Dadvand, P., de Bont, J., de Hoogh, K., Ibi, D., Katsouyanni, K., Ljungman, P., Melén, E., Nieuwenhuijsen, M., Pickford, R., Sommar, J. N., Tonne, C., Vermeulen, R. C. H., Vienneau, D., Vlaanderen, J. J., Wolf, K., ... Stafoggia, M. (2024). External exposome and all-cause mortality in European cohorts: the EXPANSE project. Frontiers in Epidemiology, 4, Article 1327218. [DOI] [Portal]
Bussalleu, A., Hoek, G., Kloog, I., Probst-Hensch, N., Röösli, M., & de Hoogh, K. (2024). Modelling Europe-wide fine resolution daily ambient temperature for 2003–2020 using machine learning. Science of the Total Environment, 928, Article 172454. [DOI] [Repository]
Kadelbach, P., Weinmayr, G., Chen, J., Jaensch Dipl-Dok, A., Rodopoulou, S., Strak, M., de Hoogh, K., Andersen, Z. J., Bellander, T., Brandt, J., Cesaroni, G., Fecht, D., Forastiere, P. F., Gulliver, P. J., Hertel, O., Hoffmann, B., Hvidtfeldt, U. A., Katsouyanni, P. K., Ketzel, M., ... Nage, P. G. (2024). Long-term exposure to air pollution and chronic kidney disease-associated mortality - results from the pooled cohort of the European multicentre ELAPSE-study. Environmental Research, 252(Pt 3), Article 118942. [DOI] [Repository]
Taj, T., Chen, J., Rodopoulou, S., Strak, M., de Hoogh, K., Poulsen, A. H., Andersen, Z. J., Bellander, T., Brandt, J., Zitt, E., Fecht, D., Forastiere, F., Gulliver, J., Hertel, O., Hoffmann, B., Hvidtfeldt, U. A., Jørgensen, J. T., Katsouyanni, K., Ketzel, M., ... Raaschou-Nielsen, O. (2024). Long-term exposure to ambient air pollution and risk of leukemia and lymphoma in a pooled European cohort. Environmental Pollution, 343, Article 123097. [DOI] [Repository]
Dimakopoulou, K., Nobile, F., de Bont, J., Wolf, K., Vienneau, D., Ibi, D., Coloma, F., Pickford, R., Åström, C., Sommar, J. N., Kasdagli, M.-I., Souliotis, K., Tsolakidis, A., Tonne, C., Melén, E., Ljungman, P., de Hoogh, K., Vermeulen, R. C. H., Vlaanderen, J. J., ... Samoli, E. (2024). Disentangling associations between multiple environmental exposures and all-cause mortality: an analysis of European administrative and traditional cohorts. Frontiers in Epidemiology, 3, Article 1328188. [DOI] [Repository]
Nagel, G., Chen, J., Jaensch, A., Skodda, L., Rodopoulou, S., Strak, M., de Hoogh, K., Andersen, Z. J., Bellander, T., Brandt, J., Fecht, D., Forastiere, F., Gulliver, J., Hertel, O., Hoffmann, B., Hvidtfeldt, U. A., Katsouyanni, K., Ketzel, M., Leander, K., ... Weinmayr, G. (2024). Long-term exposure to air pollution and incidence of gastric and the upper aerodigestive tract cancers in a pooled European cohort: The ELAPSE project. International Journal of Cancer, 154(11), 1900-1910. [DOI] [Repository]
Shen, Y., de Hoogh, K., Schmitz, O., Clinton, N., Tuxen-Bettman, K., Brandt, J., Christensen, J. H., Frohn, L. M., Geels, C., Karssenberg, D., Vermeulen, R., & Hoek, G. (2024). Monthly average air pollution models using geographically weighted regression in Europe from 2000 to 2019. Science of the Total Environment, 918, 1-16. Article 170550. [DOI] [Repository]
Weinmayr, G., Chen, J., Jaensch, A., Skodda, L., Rodopoulou, S., Strak, M., de Hoogh, K., Andersen, Z. J., Bellander, T., Brandt, J., Fecht, D., Forastiere, F., Gulliver, J., Hertel, O., Hoffmann, B., Hvidtfeldt, U. A., Katsouyanni, K., Ketzel, M., Leander, K., ... Nagel, G. (2024). Long-term exposure to several constituents and sources of PM
2.5 is associated with incidence of upper aerodigestive tract cancers but not gastric cancer: Results from the large pooled European cohort of the ELAPSE project. Science of the Total Environment, 912, 1-12. Article 168789. [DOI]
2023
Scholarly publications
Pinho, M. G. M., Flueckiger, B., Valentin, A., Kasdagli, M.-I., Kyriakou, K., Lakerveld, J., Mackenbach, J. D., Beulens, J. W. J., & Hoogh, K. D. (2023). The quality of OpenStreetMap food-related point-of-interest data for use in epidemiological research. Health and Place, 83, Article 103075. [DOI] [Repository]
de Bont, J., Pickford, R., Åström, C., Colomar, F., Dimakopoulou, K., de Hoogh, K., Ibi, D., Katsouyanni, K., Melén, E., Nobile, F., Pershagen, G., Persson, Å., Samoli, E., Stafoggia, M., Tonne, C., Vlaanderen, J., Wolf, K., Vermeulen, R., Peters, A., & Ljungman, P. (2023). Mixtures of long-term exposure to ambient air pollution, built environment and temperature and stroke incidence across Europe. Environment International, 179, Article 108136. [DOI] [Repository]
Shen, Y., de Hoogh, K., Schmitz, O., Clinton, N., Tuxen-Bettman, K., Brandt, J., Christensen, J. H., Frohn, L. M., Geels, C., Karssenberg, D., Vermeulen, R., & Hoek, G. (2023). Corrigendum to “Europe-wide air pollution modeling from 2000 to 2019 using geographically weighted regression” [Environ. Int. 168 (2022) 107485](S0160412022004123)(10.1016/j.envint.2022.107485). Environment International, 178, Article 108111. [DOI] [Repository]
2022
Scholarly publications
Gruzieva, O., Jeong, A., He, S., Yu, Z., de Bont, J., Pinho, M. G. M., Eze, I. C., Kress, S., Wheelock, C. E., Peters, A., Vlaanderen, J., de Hoogh, K., Scalbert, A., Chadeau-Hyam, M., Vermeulen, R. C. H., Gehring, U., Probst-Hensch, N., & Melén, E. (2022). Air pollution: metabolites and respiratory health across the life-course. European Respiratory Review, 31(165), Article 220038. [DOI] [Repository]
Shen, Y., de Hoogh, K., Schmitz, O., Clinton, N., Tuxen-Bettman, K., Brandt, J., Christensen, J. H., Frohn, L. M., Geels, C., Karssenberg, D., Vermeulen, R., & Hoek, G. (2022). Europe-wide air pollution modeling from 2000 to 2019 using geographically weighted regression. Environment international, 168, 1-12. Article 107485. [DOI] [Repository]
Lu, M., Schmitz, O., de Hoogh, K., Hoek, G., Li, Q., & Karssenberg, D. (2022). Integrating statistical and agent-based modelling for activity-based ambient air pollution exposure assessment. Environmental Modelling and Software, 158, 1-9. Article 105555. [DOI] [Repository]
2020
Scholarly publications
Lu, M., Schmitz, O., de Hoogh, K., Kai, Q., & Karssenberg, D. (2020). Evaluation of different methods and data sources to optimise modelling of NO2 at a global scale. Environment international, 142, Article 105856. [DOI] [Repository]
2019
Scholarly publications
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., ... Hoek, G. (2019). A comparison of linear regression, regularization, and machine learning algorithms to develop Europe-wide spatial models of fine particles and nitrogen dioxide. Environment international, 130, Article 104934. [DOI] [Repository]
2018
Scholarly publications
Chen, J., Hoogh, K. D., Strak, M., Kerckhoffs, J., Vermeulen, R., Brunekreef, B., & Hoek, G. (2018). OP III – 4 Exposure assessment models for no2 and pm2.5 in the elapse study: a comparison of supervised linear regression and machine learning approaches. [DOI]