Future habitat suitability for species under climate change – Lessons learned from the strawberry tree case study

•Climate changes and habitat loss are going to affect tree species distribution.•A Bayesian approach was used to draw out relevant information on species persistence.•Bioclimatic and physiographic factors are key to future species' habitat suitability.•Machine learning is a powerful tool for migration routes prediction.