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IA-2026-0094

Clustering to characterize extreme marine conditions for the benthic region of the Northeastern Pacific continental margin

Pilot Ecosystems and Oceans Science

Description of the initiative

We introduce a method for characterizing extremes that uses machine learning to divide the data into regions with relatively consistent environmental conditions (temperature, oxygen, acidity), and define the extremes based on the historical statistics of variability of each of these fields.

Strategic alignment

Contacts

Subject matter expert
Winegardner, Amanda

Lifecycle

  1. Ideation

    Stage status : Completed

    August 28, 2026 August 28, 2026

  2. Assessment

    Stage status : Not applicable

  3. Approved

    Stage status : Not applicable

  4. Development

    Stage status : Not applicable

  5. Pilot

    Stage status : In progress

    August 28, 2026

  6. Production

    Stage status : Upcoming

  7. Archived

    Stage status : Upcoming

Schedule for this initiative

  • Completed
  • In progress
  • Planned
  • Not applicable
  • Today
Aug 26
Change log (12 entries)

Public history of this initiative's key events. The team's internal exchanges are not shown.

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