The LSA SAF tool estimated accurate reference evapotranspiration at regional scale.
Data from LSA SAF tool allowed to identify optimal interpolation approaches.
For Andalusia region, Thin Plate Splines method provided the best performance.
The LSA SAF tool identified the most appropriate weather station for each location.
The integration of LSA SAF data and GIS provided new tools for ETo assessment.