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FreeAcademicNorth America

NAC2H: North-American Climate Change and Hydroclimatology Dataset (OSF)

Hydrometeorological and hydroclimatological dataset for 3,540 North American watersheds: observed daily streamflow, precipitation and temperature, 20 bias-corrected climate model projections, hydrological model calibration parameters, ~16,000 simulation combinations, and 51 pre-computed hydrological indices per simulation. Supports impact-chain uncertainty analysis.

osf.io

At a glance

Region
North America
Coverage
3,540 watersheds across North America
Access
Free
Category
Academic
Last updated
2025

What's inside

  • Streamflow
  • Precipitation
  • Temperature
  • Climate projections
  • Hydrological indices

What you can do with it

Typical work that data of this type supports.

  1. 01

    Design flows

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

    Because it has: Streamflow

  2. 02

    Low flows

    Set environmental flows and check what is left in the river in a dry year.

  3. 03

    Risk screening

    Screen projects and assets for climate risk.

    Because it has: Temperature

Where AI adds value

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

  1. 01

    Flow forecasting

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

  2. 02

    Ungauged basins

    Combine with catchment data to estimate flow where there is no gauge.

  3. 03

    Bias correction

    Correct and downscale climate model output for a site.

Machine access and documentation

Open API

OSF REST API at api.osf.io/v2/nodes/s97cd/ for programmatic file access

Licence: Open data

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

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