The objective of this study was to analyze the changes and uncertainties related to water availability in the future (for purposes of this study, it was adopted the period
between 2011 and 2040), using a stochastic approach, taking as reference a climate 5 projection from the climate model Eta CPTEC/HadCM3. The study was applied to the
Ijuí river basin in the south of Brazil.