HiBASIL: Hierarchical Bayesian Source Inference and Localization for Spatial Epidemiology
HiBASIL is a novel hierarchical Bayesian framework that accurately infers the coordinates and dispersal mechanisms of multiple, overlapping biological sources from sparse, zero-inflated spatial data, demonstrating high precision and broad applicability across agricultural and human disease epidemiology through rigorous simulations and real-world case studies.