I.A 1 Geospatial modelling and spatially resolved maps

The external exposome covers many different environments such as the built, social, food/lifestyle and physico-chemical environments. Such environments can be mapped using geospatial tools to produce spatial and time-resolved maps of these factors.

The goal of this research project is to develop concentration surfaces for a variety of exposome stressors using high-resolution geospatial data sources.

Publications

LUR modeling of long-term average hourly concentrations of NO2 using hyperlocal mobile monitoring data

Zhendong Yuan, Youchen Shen, Gerard Hoek, Roel Vermeulen, Jules Kerckhoffs
Science of The Total Environment, Volume 922 (2024)

Integrating large-scale stationary and local mobile measurements to estimate hyperlocal long-term air pollution using transfer learning methods

Zhendong Yuan, Jules Kerckhoffs, Youchen Shen, Kees de Hoogh, Gerard Hoek, Roel Vermeulen
Environmental Research Volume 228, 1 July 2023, 115836

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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