About POSEIDON

An AI-powered water quality portal transforming how we monitor, understand, and act on nutrient pollution across North America

POSEIDON dashboard

About the Project

What is POSEIDON?


POSEIDON is an innovative web-based water quality portal that changes the way we monitor and analyze stream nitrogen and phosphorus concentrations, loads, and landscape inputs.

By combining comprehensive data with advanced machine learning, POSEIDON helps scientists, policymakers, and communities make evidence-based decisions and implement targeted actions to address nutrient pollution.

Water quality analytics

Data to Decisions

How It Works


POSEIDON uses machine learning models to predict daily stream nitrogen and phosphorus concentrations and loads as a function of streamflow and landscape attributes.

The portal also incorporates landscape-level nutrient inputs, helping users understand where nutrients come from, how they move through the landscape, and where targeted solutions may have the greatest impact.

Our Team

The people behind POSEIDON
Dr. Nandita Basu
Dr. Nandita Basu

Principal Investigator. Canada Research Chair in Global Water Sustainability and Ecohydrology, and Professor of Civil and Environmental Engineering at the University of Waterloo.

Dr. Kim Van Meter
Dr. Kim Van Meter

Co-Investigator. Associate Professor at Pennsylvania State University, specializing in nutrient cycling, legacy pollution, and watershed hydrology.

Funding & Partners

Built Through Collaboration


POSEIDON is funded by a Natural Sciences and Engineering Research Council of Canada Alliance Grant, awarded to Dr. Nandita Basu.

The project is developed in partnership with organizations across the Great Lakes basin:

  • Environment and Climate Change Canada
  • Ontario Ministry of the Environment, Conservation and Parks
  • The Gordon Foundation / DataStream Initiative
  • Credit Valley Conservation

The portal is co-developed through continuous interaction with partners, helping ensure that its tools and datasets reflect the needs of water managers and communities.

Great Lakes water quality

Why It Matters

Closing the Data Gap


“We cannot manage what we do not measure.” — Dr. Nandita Basu

One of the greatest threats to the health of the Great Lakes is the increasing frequency and severity of algal blooms driven by excess nutrients.

The portal makes water quality data more accessible to researchers, government agencies, conservation organizations, and community groups through a user-friendly interface.

Get Involved

Collaborate, explore the data, or connect with the POSEIDON team

Interested in collaborating, accessing our datasets, or learning more about the POSEIDON project? Connect with our team to learn more about the portal, explore partnership opportunities, or ask questions about POSEIDON’s water quality tools and datasets.