Evolutionary algorithms for species distribution modelling: A review in the context of machine learning

•The development of species distribution models relies on machine learning algorithms.•Evolutionary algorithms (EAs) bring new insights in ecological model development.•Feature selection and parameter-rich model calibration are key EA training subjects.•Many learning methods used in ecology can be combined with EAs.•Adaptable and flexible frameworks for machine learning in ecology are needed.