In this lecture, Benjamin Daupin will present the main types of environmental data used in the field of landscape genomics, with key concepts for the analysis of spatial descriptors. Several sources of environmental data will be outlined as well as the relevant variables used in genotype-environment association analysis. A brief description of interdependence and variable selection will be given with a tutorial using R.