Camera trap surveys for snow leopards provide critical population data with minimal welfare impact, enabling conservation management across remote high-altitude habitat.
Camera trap research represents the most welfare-positive approach to monitoring large, elusive carnivores - minimal physical disturbance, no capture stress, and behavioral data collected from wild animals in normal conditions. Scent lures used to attract leopards cause no welfare harm. The data generated enables conservation interventions that reduce individual welfare harms: identifying high-conflict areas for targeted herder support, tracking injured animals needing intervention, and monitoring population trends that inform anti-poaching resource deployment.