36Anthrax is a potentially life-threatening bacterial disease that can circulate in wild and domestic animals 37 and subsequently spillover to human contacts with devastating consequences for human and animal 38 health, as well as livestock economies and ecosystem conservation. India has a high annual occurrence 39 of anthrax in some regions, but a country-wide delineation of risk has not yet been undertaken. The 40 current study modeled the geographic suitability of anthrax across India and its associated 41 environmental features using a biogeographical application of machine learning. Both biotic and abiotic 42 features contributed to risk across multiple scales of influence and the wildlife-livestock interface, using 43 elephants as a wildlife sentinel species, was the dominant feature in delineating anthrax suitability. In 44 addition, water-soil balance, soil chemistry, and historical forest loss were also influential. These findings 45suggest that the wildlife-livestock interface plays an important role in the cycling of anthrax in India. 46Prevention efforts targeted toward this interface, particularly within anthropogenic ecotones, may yield 47 successes in reducing ongoing transmission between animal hosts and subsequent zoonotic 48 transmission to humans. 49