“…Due to the notable computational resources required by this analysis, we chose four factors to investigate: cattle density, human population density, geodesic distance to the nearest livestock market, and mean standard precipitation-evapotranspiration index (SPEI), which is an indicator of drought (Center for International Earth Science Information Network-Columbia University, 2017; Robinson et al, 2014;Vicente-Serrano, Beguería, López-Moreno, Angulo, et al, 2010). Previous studies have demonstrated an association between low rainfall and FMD, probably resulting from increased between-herd contacts as animals gather at communal drinking sites and communal pastures (Hamoonga et al, 2014;Muleme et al, 2012;Munsey et al, 2019). We also predicted that host density would facilitate spread, and therefore areas of high cattle density would be at higher risk.…”