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SWMM

EPA Storm Water Management Model for urban drainage system modeling

epa.gov

At a glance

Region
Global
Coverage
Urban watersheds and drainage systems
Access
Free
Category
Software

What's inside

  • Urban Drainage
  • Stormwater
  • Runoff Modeling
  • Flood Analysis

What you can do with it

Typical work that data of this type supports.

  1. 01

    Design storms

    Build rainfall intensity-duration-frequency curves for drainage design.

    Because it has: Urban Drainage

  2. 02

    Model input

    Drive hydrological, crop and urban drainage models.

  3. 03

    Design flows

    Estimate 1-in-50 and 1-in-100 year floods for bridges, culverts and spillways.

    Because it has: Runoff Modeling

Where AI adds value

Ideas for machine learning and AI agents built on this kind of data.

  1. 01

    Downscaling

    Turn coarse rainfall grids into field or ward scale estimates.

  2. 02

    Gauge + satellite fusion

    Correct satellite rainfall with gauges using machine learning.

  3. 03

    Flow forecasting

    Train LSTM-style models on past records to forecast river levels and flow days ahead.

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