Waterbody Telemetry
Historical daily buoy averages for cyanobacteria and chlorophyll pigments.
Validation Metrics
Evaluated on a time-ordered, non-shuffled test set.
Forecast Simulator
Enter current sensor values to predict next-day risk.
Background
Harmful algal blooms can shut down drinking water intakes and recreation areas rapidly. AlgaeGuard converts raw environmental sensor streams into next-day risk scores so water managers can issue advisories or adjust treatments before peak toxicity occurs.
EPA TelemetryRandom ForestFastAPI