1. A clear understanding of the complex interplay among factors such as species-specific life-history traits, environmental characteristics and anthropogenic impacts is necessary to provide the basis for mounting species recovery efforts for ungulate populations in tropical forests. However, reliable assessment of such drivers of ungulate abundance patterns poses many methodological challenges. 2.