Predictors of browsing damage on commercial forests – A study linking nationwide management data

•Predictors of winter damage differed from predictors of summer damage on Scots pine.•But dependent on spatial scale higher pine densities reduced both winter and summer damage.•Pine density predicted winter damage equally or better than deer density indices.•In multi-deer systems, all species need to be considered to interpret winter damage.•National predictors seem insufficient for regional management decisions.