Camera trap networks have transformed understanding of wild Amur leopard populations, enabling individual identification and precision conservation management.
Non-invasive monitoring via camera traps minimizes welfare impacts on this critically endangered species compared to capture-based methods. Individual tracking allows detection of injured or sick animals needing intervention. Prey restoration - increasing deer and wild boar populations - directly improves leopard welfare by reducing starvation risk. Protection from poaching eliminates a major cause of traumatic death. Each welfare improvement compounds in a population this small, where every individual matters.