I am working with a bayesian hierachical model for precipitation, and I need to specify priors for the parameters describing spatial dependence; sill and range. My question is, the priors become different when using different units on the range, f.eks. meters or km. Am I confused? Should the units represent the type of coordinate system used (in this case UTM)? I appreciate any inpu