Evaluation of NASA satellite and modelled temperature data for simulating maize water requirement satisfaction index in the Free State Province of South Africa

► We investigated the use of NASA data to estimate measured temperature and WRSI. ► Regional calibration coefficients of evapotranspiration were determined. ► There is strong correlation between the satellite data and measured values. ► After bias correction, NASA dataset can be used in the absence of measured values.