the dependent variable poll denotes the level of pollution concentration see section for details fragments is the variable of interest sources is a vector of variables controlling for the sources of the pollutant it may comprise variables relative to population transportation manufacturing and agriculture cf moreover model includes land cover controls landcover which are of interest to test and geometeorological variables geometeo which may impact the level concentration elminir kerrie et al