Evidence Library (AP1–AP7) & Standards
Peer-reviewed foundation governing BeeHive Ear’s acoustic algorithms, frequency bands, and safety thresholds.
Non-Diagnostic Apicultural Advisory Standard
BeeHive Ear is designed as an automated biosensing decision-support tool for beekeepers. Acoustic frequencies and machine vision provide non-invasive proxies for colony state. Chemical treatments (Formic Acid, Oxalic Acid, Thymol) and emergency requeening must always be verified through physical comb inspection in accordance with local veterinary guidelines and regional foulbrood inspection laws.
Peer-Reviewed Apicultural Evidence Directory
Establishes standard baseline acoustic monitoring protocols for healthy vs. diseased honey bee colonies across European and American races.
Validates 220-260 Hz as the international reference acoustic baseline for active queenright brood clusters.
Colony decibel and frequency variance rises by +14dB and shifts from 240 Hz to 340-420 Hz within 25 minutes of queen removal or unexpected queen loss.
Enables immediate notification of queenless state before laying workers develop or emergency cells fail.
Heavy Varroa destructor loads (>3% infestation) correlate with suppressed low-frequency amplitude and abnormal night-time acoustic dips under 180 Hz.
Combines visual frame analysis with acoustic suppression cues to trigger timely mite sampling.
Queen piping (tooting at 400-500 Hz) and worker buzz-running create identifiable harmonic signatures preceding swarm departure by up to 24 hours.
Powers the Swarm Prediction Urgency (SPU) index to prevent loss of prime swarms.
Specifies strict temperature-dependent safety limits for organic acaricides (Formic Acid: max 29.5°C, Thymol: min 15°C, Oxalic: broodless window).
Guarantees that automated treatment recommendations do not induce chemical brood burning or queen mortality.
When honey and pollen occupy >85% of comb cells adjacent to the brood nest, nurse bee congestion elevates acoustic pitch and initiates swarm prep.
Used in visual comb density scoring to detect honeybound status.
Comprehensive protocols for assessing sub-lethal pesticide toxicity, behavioral agitation, and chronic colony decline.
Mandates non-diagnostic disclaimers and clear advisory escalation pathways for suspected acute poisoning events.
Data Sovereignty & Automatic 24-Hour Purge
In strict compliance with Sensifai Marketplace data policies, raw audio recordings and hive frame photographs are processed in-memory and automatically purged within 24 hours. Only anonymized acoustic telemetry (FFT peak frequency, decibels, vitality index scores) is preserved in your inspection history. No audio is ever used for model training without explicit opt-in.