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FreeResearchChile, South America

CR2 Explorador Climático & CAMELS-CL (Chile)

Center for Climate and Resilience Research (Chile) platform with consolidated observational temperature, precipitation and streamflow records, plus the CAMELS-CL large-sample hydrology dataset covering 516 gauged catchments with daily streamflow and catchment hydrometeorological attributes.

cr2.cl

At a glance

Region
Chile (South America)
Coverage
National (516 catchments)
Access
Free
Category
Research

What's inside

  • Streamflow
  • Precipitation
  • Temperature
  • Snow Water Equivalent
  • Catchment Attributes

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

    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

    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

    Downscaling

    Turn coarse rainfall grids into field or ward scale estimates.

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