Raw data (filtration concentration & streamflow height parameters) for training MPINN-UPC model and other ML models.
This dataset contains actual field/experimental data for the following environmental engineering applications, namely:
- Concentration data generated from filtration systems which treat influents, having contaminant materials, via adsorption process.
- Streamflow height data collated for 50 states/cities in America for the historical period between 1900-2018.
Please directly use the .csv files for the analysis.
- Raw streamflow height data (all American states) Streamflow height raw data - Fig. 10 (all American states).zip (66.95 kB)
- Raw concentration data for filtration systems Raw concentration data (Runs 1-5) - Fig. 7.xlsx (22.24 kB)