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NOAA STAR Global Vegetation Health Products

Weekly global vegetation health indices (VHI, VCI, TCI) from AVHRR and VIIRS satellites at 4km resolution from 1981 to present for drought monitoring and agricultural assessment

star.nesdis.noaa.gov

At a glance

Region
Global
Coverage
Global land, 4km weekly, 1981-present
Access
Free
Category
Government

What's inside

  • Vegetation Health Index
  • Vegetation Condition Index
  • Temperature Condition Index
  • Drought Monitoring

What you can do with it

Typical work that data of this type supports.

  1. 01

    Drought indices

    Track SPI and SPEI style indices for declarations and relief.

    Because it has: Drought Monitoring

  2. 02

    Planning

    Plan reservoir releases and cropping for a dry year.

  3. 03

    Risk screening

    Screen projects and assets for climate risk.

    Because it has: Temperature Condition Index

Where AI adds value

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

  1. 01

    Onset forecasts

    Predict drought onset months ahead from climate signals.

  2. 02

    One risk score

    Combine many indices into a single, explainable risk score.

  3. 03

    Bias correction

    Correct and downscale climate model output for a site.

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