Despite its benefits, geographic epidemiology faces several challenges. These include difficulties in accessing high-quality spatial data, the complexity of integrating diverse data sources, and the need for advanced analytical skills. Moreover, ethical considerations, such as privacy and data security, are crucial when handling sensitive health information. Addressing these challenges requires ongoing collaboration between epidemiologists, geographers, and data scientists.