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AI-Assisted Streamflow Prediction for Hydrological Modelling

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

About a measurement Anonymized data

Details

This system uses neural networks to improve streamflow simulations produced by the WRF-Hydro hydrological model, correcting its outputs to better match observed river flow data. It acts as a post-processing calibration step used internally by Fisheries and Oceans Canada scientists. The system does not process personal information and is currently in development. Its outputs support environmental planning and fisheries management decisions.