This study aims to characterize karst formations and aquifers in the Louros River drainage basin in Greece. Data collected includes discharge measurements, meteorological data, water chemistry analyses, isotope ratios, and more. Models were used to complete missing discharge data and predict values for 2008-2010. The basin covers 952.8 km2 and is composed of carbonate and clastic sedimentary rocks. Analysis of the data found that total discharge accounts for 61-73% of precipitation, evapotranspiration is 29-39%, and storage in the basin is approximately 2025x10^7 m3. Statistical analysis identified three distinct karst units with different recession coefficients in the basin.