Data and R code for machine learning modelling of favourite places and routes of outdoor recreation

This is a script showing the analysis used in a paper submitted for review in Landscape and Urban Planning, titled "Seeing through their eyes: Revealing recreationists’ landscape preferences through viewshed analysis and machine learning", by Carl Lehto, Marcus Hedblom, Anna Filyushkina and Thomas Ranius. 

The zip file contains an R script, data saved in .rds format and a R workspace.