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FreeResearchGlobal

DynQual Global Surface Water Quality Model

Modeled global water quality at ~10km resolution (monthly, 1980-2019) including water temperature, total dissolved solids, BOD, and fecal coliform.

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At a glance

Region
Global
Coverage
Global, ~10km resolution
Access
Free
Category
Research
Last updated
2025

What's inside

  • Water Temperature
  • Total Dissolved Solids
  • BOD
  • Fecal Coliform

What you can do with it

Typical work that data of this type supports.

  1. 01

    Risk screening

    Screen projects and assets for climate risk.

    Because it has: Water Temperature

  2. 02

    Future water

    Estimate water availability under future scenarios.

  3. 03

    Hotspots and trends

    Find where contamination is high and whether it is getting worse.

Where AI adds value

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

  1. 01

    Bias correction

    Correct and downscale climate model output for a site.

  2. 02

    Emulators

    Replace slow model runs with fast ML emulators.

  3. 03

    Risk maps

    Predict contamination where no samples exist, from geology, land use and climate.

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