Ammonia and BOD5 Prediction using LSTM

The dataset contains data on the water quality for the Southern Bug (or Pivdennyi Booh) River. The river quality reading was taken every 3-4 months. By using this dataset, we can train a model that can predict Ammonia and BOD5 reading for next 3 months.

Ammonia can cause eutrophication and bad for the aquatic life while BOD5 is the measure water quality that indicates the amount of Microorganisms present in the water. The higher the BOD the greater the amount of Microorganisms in the water

External resources

• WQ SB river : EDA and Forecasting