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Shoal preview

Shoal

Aquaculture research Engineering collaborator

Aquaculture pond monitoring for tilapia health and water conditions — dissolved oxygen, temperature, and pH tracked for early stress detection.

Problem

Tilapia ponds crash quietly when dissolved oxygen collapses overnight. Shoal monitors water chemistry and temperature so operators can aerate or adjust feed before fish stress becomes mortality.

What it covers

  • Dissolved oxygen, pH, and temperature sensing at depth
  • Aerator recommendations from threshold rules
  • Pond-level dashboards with nightly minimum DO tracking
  • SMS/local alarm hooks for caretakers without smartphones
Pond probes Edge logger Threshold rules Aerator relay Caretaker alert Pond history
Pond health monitoring
void evaluatePond(const PondReading& r) {
  if (r.doMgL < kCriticalDo) {
    relay.aeratorOn();
    notifier.send("DO critical", r);
  } else if (r.doMgL < kWarningDo) {
    notifier.send("DO warning", r);
  }
}
Shoal pond monitoring placeholder
Hardware photo placeholder — swap for probes at a tilapia pond edge.