This paper shows the use of self-organizing maps applied to water tributaries prediction. Currently, the environment conservation and the efficient water use, are pretty relevant issues. However, the water quality is not easy to measure, due to the specialized equipment for determining parameters such us: total coliforms, PH and dissolved oxygen. To measure the water conductivity, it was used a database with parameters of water quality, through the correlation of many involved parameters in water quality.
