“…Other studies suggest that infestations are a function of more complex abiotic and biotic relationships between bark beetles and their hosts. These include reproductive and dispersal opportunities for bark beetles (Aukema et al, 2005;Roberston et al, 2009), transport and infection by fungi and other pathogens (Adams et al, 2008;Bleiker et al, 2009), predation and competition of bark beetles Schlyter and Anderbrant, 1993), fire (Breece et al, 2008;Fettig et al, 2008), and management practices (Waring and Pitman, 1985;Hayes et al, 2008). Although the results of these studies help us better understand local dynamics between bark beetles and their hosts, they are difficult to apply across large spatial or temporal scales.…”