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NASA OceanColor Web

Central repository for ocean color satellite data from MODIS-Aqua, VIIRS, and PACE OCI providing chlorophyll-a, suspended sediments, diffuse attenuation, and bio-optical products at global scale

oceancolor.gsfc.nasa.gov

At a glance

Region
Global
Coverage
Global oceans and coastal waters
Access
Free
Category
Space Agency

What's inside

  • Ocean Color
  • Chlorophyll-a
  • Water Quality
  • Remote Sensing Reflectance

What you can do with it

Typical work that data of this type supports.

  1. 01

    Hotspots and trends

    Find where contamination is high and whether it is getting worse.

    Because it has: Chlorophyll-a

  2. 02

    Compliance checks

    Compare samples against drinking water and discharge standards.

  3. 03

    No-gauge areas

    Monitor places with no ground stations.

    Because it has: Remote Sensing Reflectance

Where AI adds value

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

  1. 01

    Risk maps

    Predict contamination where no samples exist, from geology, land use and climate.

  2. 02

    Anomaly alerts

    Catch sudden spikes in sensor or lab data automatically.

  3. 03

    Segmentation

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

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