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Reconstruction of hourly coastal water levels and counterfactuals without sea level rise

Historical hourly (1979-2015) and monthly (1900-2015) coastal water levels with counterfactuals removing sea level rise trends for impact attribution studies.

doi.org

At a glance

Region
Global
Coverage
Global
Access
Free
Category
Research
Last updated
2024

What's inside

  • Climate Projections

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: Climate Projections

  2. 02

    Future water

    Estimate water availability under future scenarios.

  3. 03

    Storage tracking

    Follow storage and releases through the season.

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

    Storage from space

    Estimate volume from satellite water area and altimetry.

Machine access and documentation

Data paper

Reconstruction of hourly coastal water levels and counterfactuals without sea level rise

Earth System Science Data 2024

Read the paper

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