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FreeGovernmentGlobal

NCEP-NCAR Reanalysis

Climate reanalysis for water balance studies

psl.noaa.gov

At a glance

Region
Global
Coverage
Global 2.5° resolution
Access
Free
Category
Government
Last updated
2025

What's inside

  • Climate Reanalysis
  • Precipitation
  • Temperature
  • Pressure
  • Historical Data

Terms explained

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 Reanalysis

  2. 02

    Future water

    Estimate water availability under future scenarios.

  3. 03

    Design storms

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

    Because it has: Precipitation

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

    Downscaling

    Turn coarse rainfall grids into field or ward scale estimates.

Machine access and documentation

Open API

NOAA PSL THREDDS/OPeNDAP psl.noaa.gov

Licence: US Government / NOAA PSL open

Listed in our registry of open water APIs, which WaterDataGPT can query live.

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