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FreeResearchUnited States, North America

Seasonal Oxygen, Temperature, Chlorophyll and Zooplankton Data: Portage Lake, Minnesota

Vertical water profiles (temperature, dissolved oxygen, chlorophyll-a from YSI EXO2 sonde), discrete chlorophyll-a samples and species-level zooplankton counts from Portage Lake, Hubbard County, Minnesota (2023-2024). Supports seasonal lake monitoring.

datadryad.org

At a glance

Region
United States (North America)
Coverage
Portage Lake, Minnesota
Access
Free
Category
Research
Last updated
2025

What's inside

  • Lake profiles
  • Dissolved oxygen
  • Chlorophyll-a
  • Zooplankton

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: Dissolved oxygen

  2. 02

    Compliance checks

    Compare samples against drinking water and discharge standards.

  3. 03

    Storage tracking

    Follow storage and releases through the season.

    Because it has: Lake profiles

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

    Storage from space

    Estimate volume from satellite water area and altimetry.

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