“…This is likely to be the case for plants, but for free-ranging mammals with large home ranges, the same variable can also have two opposite ecological effects, with bears either avoiding populated areas (e.g. Naves et al , 2003, Martin et al , 2012, Piédallu et al , 2017) because they are perceived as risky, or being attracted to them, as they can provide shelter and/or resources (Elfström et al , 2014). Such difficulty of classifying variables can create limitations because if some features appear both in the ecological and in the observation process, the model is non-identifiable (Fithian & Hastie, 2013).…”