AI-Assisted Detection of Environmental Extremes in Ocean Data

This system uses machine learning to identify unusual environmental conditions — such as extreme temperatures, low oxygen, or high acidity — in ocean and aquatic data managed by Fisheries and Oceans Canada. It segments the data into regions with consistent conditions and defines extremes based on historical variability within each region. The system is used by Government of Canada employees for research and environmental monitoring, and does not process personal information.