Abstract Uncertainty in the calculation of a Standardized Precipitation Index (SPI) attracted growing concerns hydrometeorology research community last decade. This issue is addressed present study from perspective candidate probability distributions, data record length, cumulative timescale and selection reference period with bootstrap Monte Carlo methods using daily precipitation observed fou...