Water & Weather Datasets for Alum Prediction (2011–2024)

This HydroShare collection contains three resources. The two datasets in the collection were used in the study ‘Artificial Intelligence to Assist Small Water Treatment Plant Operations.’ The first dataset (Raw Data) contains historical water treatment and Oklahoma Mesonet weather records from 2011–2024 in unprocessed form. The second dataset (Cleaned Data) is the processed and merged version of the same data, cleaned for duplicates, and missing values were removed. Together, they provide a transparent data pipeline from raw input to AI-ready dataset for modeling alum dosing.