10.5 Predictive models with coordinates

• models should also not be sensitive to arbitrary rotations of the land or latitude
• assume sample data to be independent
• allow for spatial and/or temporal autocorrelation of residuals (Adaptive cross-validation measures such as spatial cross-validation may help getting more relevant measures for predictive performance.)