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FreeSoftwareGlobal

NASA Giovanni

Satellite data analysis and visualization for water applications

giovanni.gsfc.nasa.gov

At a glance

Region
Global
Coverage
Global satellite observations
Access
Free
Category
Software

What's inside

  • Satellite Data
  • Climate Data
  • Visualization
  • Time Series Analysis

What you can do with it

Typical work that data of this type supports.

  1. 01

    No-gauge areas

    Monitor places with no ground stations.

    Because it has: Satellite Data

  2. 02

    Long records

    Use consistent records going back decades.

  3. 03

    Risk screening

    Screen projects and assets for climate risk.

    Because it has: Climate Data

Where AI adds value

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

  1. 01

    Segmentation

    Map water, crops and land use pixel by pixel with deep learning.

  2. 02

    Data fusion

    Blend satellite and ground data into one better estimate.

  3. 03

    Bias correction

    Correct and downscale climate model output for a site.

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