This study uses remote sensing and GIS techniques to identify groundwater potential zones in the vicinity of the Aromatic and Medicinal Plants Research Station in Odakkali, Kerala, India. Various thematic maps were created from data on geology, geomorphology, soils, drainage, lineaments, land use/land cover, and slope. These layers were integrated in a GIS using a multi-influence factor method to assign weights, then overlaid to produce a groundwater potential map. This map classified the study area into very high, high, medium, low, and very low potential zones. The results were validated through a field survey of well yields, which corresponded with the high potential zones identified on the map