So, you don't have enough data to fit a dynamic occupancy model? An introduction to auto-logistic occupancy models.

Dynamic occupancy models can estimate local colonization (\(\gamma\)) and extinction (\(\epsilon\)) rates and are incredibly powerful, but data hungry tools.