This work shows the results for the first time of calibrating and validating a mathematical model. capable of predicting the amounts of O _3 and O _2 necessary to reduce pollution levels in a lake based on the chemical oxygen demand (COD). biochemical oxygen demand (BOD _5 ). total nitrogen (TN). https://www.chiggate.com/satisfyer-pro-penguin-next-generation-on-sale/