“…Habitat components, such as the availability of forest structure for nesting and roosting, are thought to influence nearly every vital rate of northern spotted owls: apparent survival (Dugger et al, 2005 , 2016 ; Franklin et al, 2000 ; Olson et al, 2004 ), local colonization and extinction rates (Dugger et al, 2016 ; Yackulic et al, 2019 ), and reproduction (Dugger et al, 2005 ; Franklin et al, 2000 ; Olson et al, 2004 ). Barred owls, native to forests of eastern North America, are now present across the range of the northern spotted owl and are causing significant, negative impacts to northern spotted owl site occupancy, breeding propensity (Diller et al, 2016 ; Dugger et al, 2016 ; Mangan et al, 2019 ; Wiens et al, 2014 ; Yackulic et al, 2014 , 2019 ), and breeding dispersal dynamics (Jenkins et al, 2019 , 2021 ). The use of site‐level cover type and barred owl covariates may help to explain some of the site‐level spatial drivers of successful reproduction that were not discernible under the previous meta‐analytic framework.…”