Species distribution models (SDMs) are statistical tools that relate species observations to environmental conditions to retrieve ecological niches and predict species' potential geographic distributions. The quality and robustness of SDMs clearly depend on good modelling practices including ascertaining the ecological relevance of predictors for the studied species and choosing an appropriate spatial resolution (or ‘grain size').
Chauvier, Y., Descombes, P., Guéguen, M., Boulangeat, L., Thuiller, W. and Zimmermann, N.E. (2022), Resolution in species distribution models shapes spatial patterns of plant multifaceted diversity. Ecography e05973. https://doi.org/10.1111/ecog.05973