In order to investigate associations between air pollution and adverse health effects consistent fine spatial air pollution surfaces are needed across large areas to provide cohorts with comparable exposures. The aim of this paper is to develop and evaluate fine spatial scale land use regression models for four major health relevant air pollutants (PMWe developed West-European land use regression models (LUR) for 2010 estimating annual mean PMThe PMWe developed robust PM