“…Protected areas in Maputaland, South Africa, are important for conservation of leopard as they support one of the few remaining large leopard populations, despite rising anthropogenic pressures in South Africa (Balme, Hunter, & Slotow, ; Swanepoel et al., ). Although a few studies in Africa have applied SECR models to leopard density estimates (Chase Grey, Kent, & Hill, ; Swanepoel, Somers, & Dalerum, ), none have accounted for variable effects such as prey abundance, food distribution, co‐occurring species, human disturbance, topography, bioclimate, and other associated threats/factors of interest to quantify spatial distributions of density. We modeled the spatial ecological drivers of leopard density using a Bayesian‐SECR approach to understand the population dynamics of leopards in PAs in Maputaland.…”