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AI-Assisted Quality Control for Ocean Sensor Data

Accountable

Fisheries and Oceans Canada (DFO)

Functional Modes

Deciding (Analytical AI)

Human decides

Purpose

Ecology

Input Dataset

About a measurement Anonymized data

Algorithm or Model

Classification & Prediction

Output Dataset

A recommendation or prediction Anonymized data

Details

This tool uses artificial intelligence to automatically flag oceanographic sensor readings (Conductivity, Temperature, and Depth) for deletion or preservation during quality control. It is designed to assist Government of Canada oceanographers at Fisheries and Oceans Canada by reducing the time spent on repetitive manual review. The system does not process personal information. It is currently in development and AI use is disclosed to its users.