Abstract Spatially explicit estimates of population density, together with appropriate uncertainty, are required in many management contexts. Density surface models (DSMs) a two-stage approach for estimating spatially varying density from distance sampling data. First, detection probabilities—perhaps depending on covariates—are estimated based details individual encounters; next, local densitie...