Joint species distribution models with species correlations and imperfect detection

Spatiotemporal patterns in biological communities are typically driven by environmental factors and species interactions. Spatial data from communities are naturally described by stacking models for all species in the community. Two important considerations in such multispecies or joint species distribution models ( JSDM s) are measurement errors and correlations between species. Up to now, virtually all JSDM s have included either one or the...