Just came across this, of possible interest to folks here. Haven't taken a look at it yet ... Testing environmental and genetic effects in the presence of spatial autocorrelation: Rousset and Ferdy, Ecography Article first published online: 18 FEB 2014 DOI: 10.1111/ecog.00566 Ben Bolker