Raw data (filtration concentration & streamflow height parameters) for training MPINN-UPC model and other ML models.

Citation Author(s):
Alvin
Chew
Bentley Systems, Inc.
Zhang
Limao
Nanyang Technological University
Submitted by:
Alvin Chew
Last updated:
Mon, 10/11/2021 - 02:36
DOI:
10.21227/s994-re03
Data Format:
*.avi; *.csv; *.txt
License:
Creative Commons Attribution
314 Views
Categories:
Artificial Intelligence
Machine Learning
Sensors
Standards Research Data
Climate Change/Environmental
Weather
Keywords:
filtration characteristics; streamflow heights; flooding; chemical concentrations
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Abstract 

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.
Instructions: 

Please directly use the .csv files for the analysis.

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