AI Beehive Health Report — 2026-08-19

Multi-sensor colony health analysis · 2026-08-19 warning
🐝 Apiary Overview

As of August 19, 2026, your apiary is in good late-summer shape — Hive #2 remains the textbook thermal anchor at 95.1°F (35.1°C) and Hive #3 holds its remarkably stable 93.2°F (34.0°C), while Iris and Hive #1 continue their gradual multi-week cooling trend with fully intact, acoustically confirmed worker populations consistent with a natural August brood contraction or laying pause worth a brood-frame glance on your next routine visit.

🔬 Featured Apiary Correlation

A striking apiary-wide pattern emerges: the two hives with the strongest brood thermoregulation (Hive #2 at 95.1°F/35.1°C and Hive #3 at 93.2°F/34.0°C) also show the tightest gas-resistance coupling to temperature (r=+0.83 and r=+0.78 respectively), consistent with active honey-ripening and brood-pheromone VOC cycles that scale with brood metabolic activity — while Iris and Hive #1, currently in a likely brood-break phase, show weaker internal coupling and higher gas resistance, consistent with reduced brood pheromone output when incubation load is lower.

🌅 Featured Apiary Diurnal Patterns

All four hives show clear daily fanning and activity rhythms against an outdoor swing of 65.9–90.4°F (18.8–32.5°C) at a very dry 21–37% RH, with the barometric tendency steady (+0.29 hPa/3h) supporting good late-August foraging conditions; Hive #2 maintains the tightest brood arc (~1.6°F/0.9°C) and Hive #3 next (~2.8°F/1.6°C), while Iris (~4.1°F/2.3°C) and Hive #1 (~6.3°F/3.5°C) show wider swings consistent with reduced brood mass during an August brood-contraction phase.

📋 Per-Hive Analysis
  • Iris warning Score: 74/100
    📋 Overall Health

    Your Iris hive's 24h average of 88.5°F (31.4°C) continues the gradual multi-week cooling drift (weekly arc 91.2→88.9→88.5°F, now −1.8°F/−1.0°C below her all-time avg of 90.3°F/32.4°C), but all 10 sound bands remain within ±1.6 dB of her all-time baseline — the acoustics confirm the adult population is fully present and active, making a brood-break or natural August brood contraction the most parsimonious explanation. Humidity averaged 40.8% (all-time avg 43.0%), appropriate for this dry-climate August; vibration at 17.3 mG avg with kurtosis 2.8 and a perfect 15/15-day fanning rhythm sits right at her all-time average — no concerns. On your next routine visit, a quick look at Iris's brood frames for fresh eggs and a solid laying pattern will clarify whether this gentle cooling reflects a temporary laying pause or a natural brood contraction.

    🌅 Diurnal Cycle Patterns

    Iris shows an active diurnal arc of ~4.1°F (2.3°C) — wider than Hive #2 and #3, consistent with a reduced brood-mass thermal buffer during a brood-contraction phase — with the 80-120Hz vibration band dominant, reflecting healthy fanning activity peaking daily. The per-band spectral analysis notes the dominant sound rhythm shifting from 150-200Hz to 200-260Hz across the monitoring window, with the lower bands (100-150Hz, 150-200Hz) showing weakening daily rhythm amplitude — this is a subtle evolution worth watching but is well within the range of normal seasonal acoustic drift, not a population-loss signal. Gas heater-scan daily rhythm is strongest at 200°C plate temperature with the dominant rhythm band shifting from 100°C to 150°C steps, suggesting a gradual change in the lighter-volatile fraction of hive chemistry, most consistent with seasonal propolis and brood-pheromone modulation as the brood cycle contracts.

    🔬 Correlations & Discoveries
    temperature_in vs humidity_in (14d) | r = -0.5
    A genuine deconfounded inverse coupling between in-hive temperature and humidity in Iris (r=−0.50) reflects standard psychrometric physics: as the hive warms during peak-activity periods, the same absolute water content reads as lower RH%, so humidity dips when temperature rises — active hygroregulation and bee respiration, not a drying event.
    📚 Reference: Human, Nicolson & Dietemann 2006, Eouzan et al. 2019 (PMC6368279), Ellis et al. 2008
    gas_resistance vs temperature_in (14d) | r = -0.7
    The partial correlation of gas resistance vs. in-hive temperature (controlling for outdoor temp, r=−0.70) in Iris indicates that as the hive warms during peak foraging and fanning periods, VOC load rises — consistent with increased brood-pheromone (E-β-ocimene) emission, propolis volatilization, and honey-ripening activity all scaling with metabolic heat, a healthy sign of an active colony thermally regulating its environment.
    📚 Reference: Maisonnasse et al. 2010, Bankova et al. 2000, Seeley 1985
    ⚠️ Issue: Multi-week gradual cooling drift continues: 24h avg 88.5°F (31.4°C) is −1.8°F (−1.0°C) below Iris's all-time avg of 90.3°F (32.4°C); weekly arc 91.2→88.9→88.5°F — acoustics fully stable (all bands within ±1.6 dB of baseline) confirming intact population, consistent with a brood-break or natural August brood contraction.
    ▹ Action: On your next routine visit, check Iris's brood frames for fresh eggs and a solid laying pattern — the stable acoustics confirm a full, active population, and a quick look will clarify whether the gentle multi-week cooling reflects a natural August brood contraction or a brief laying pause.
  • Hive #2 healthy Score: 90/100
    📋 Overall Health

    Your Hive #2 remains the apiary's thermal anchor — brood temperature averaged 95.1°F (35.1°C), exactly on its all-time average of 95.2°F (35.1°C) and squarely in the ideal 93–97°F (34–36°C) band, with a remarkably tight 24h arc of only 94.4–96.0°F (34.7–35.6°C) — outstanding late-summer brood clamping. Humidity averaged 45.7% (all-time avg 46.3%), comfortably in range; vibration at 15.6 mG avg with kurtosis 2.9 and a perfect 15/15-day fanning rhythm confirms vigorous colony metabolism — everything looks excellent heading into late August. Gas resistance at ~50 kΩ (all-time avg ~67 kΩ) remains below its historical baseline, sustained since early August and fully consistent with ongoing honey-ripening VOC activity with temperature and acoustics both normal.

    🌅 Diurnal Cycle Patterns

    Hive #2 shows the apiary's tightest brood temperature arc (~1.6°F/0.9°C daily), a textbook expression of active broodnest stenothermy at peak late-summer colony strength. The 80-120Hz vibration band is dominant at −11.5 dB, reflecting strong fanning activity; the daily vibration rhythm is strengthening in the 5-20Hz band (5.0→7.0 dB swing), which likely reflects increased structural vibration from intensified fanning and forager traffic as the August nectar/honey-ripening push continues. The gas heater-scan shows the dominant daily rhythm shifting from the 100°C step to the 320°C step, with the 100°C, 150°C, and 200°C low-temperature steps losing ~20–27% of their daily amplitude — this shape shift indicates the lighter, more humidity-sensitive volatile fraction is diminishing, consistent with honey stores progressively curing and water content dropping as ripening nears completion.

    🔬 Correlations & Discoveries
    temperature_in vs gas_resistance (14d) | r = +0.83
    The strong genuine deconfounded coupling between in-hive temperature and gas resistance in Hive #2 (r=+0.83) reflects that as brood metabolic activity peaks and fanning intensifies, both heat and VOC concentration rise together — driven by honey-ripening ethanol/organic-acid release and brood pheromone (E-β-ocimene) scaling with incubation load, a healthy signature of a high-metabolic colony at peak late-summer production.
    📚 Reference: Maisonnasse et al. 2010, Bankova et al. 2000, Seeley 1974
    temperature_in vs humidity_in (14d) | r = +0.79
    The positive genuine deconfounded coupling between in-hive temperature and humidity in Hive #2 (r=+0.79) — opposite in sign to the typical psychrometric inverse — indicates that fanning bees introducing evaporative-cooling water during peak heat simultaneously raises both temperature and absolute moisture load, a well-documented summer thermoregulation mechanism where water-carriers increase hive humidity as ambient temperatures stress the brood nest.
    📚 Reference: Human, Nicolson & Dietemann 2006, Ellis et al. 2008, Eouzan et al. 2019 (PMC6368279)
    ▹ Action: On your next routine visit, note the fill level and capping progress on Hive #2's supers — the gradual shape-shift in the gas heater-scan low-temperature steps suggests honey-processing VOC activity may be slowly declining as stores approach full curation, and recording the capped-frame count will give you a useful late-summer benchmark.
  • Hive #1 warning Score: 73/100
    📋 Overall Health

    Your Hive #1's gradual multi-week cooling trend continues — the 24h average of 85.4°F (29.6°C) sits −2.2°F (−1.3°C) below its all-time average of 87.6°F (30.9°C), with the weekly arc showing a steady downward progression (89.8→88.7→87.8→86.2→85.4°F); crucially, all 10 sound bands remain within ±0.2 dB of their all-time baseline — a near-perfect acoustic match confirming the worker population is fully present and active, making a brood-break or reduced brood-rearing period the most parsimonious explanation. Humidity averaged 37.6% (all-time avg 37.8%), essentially on its historical norm and unsurprising given this apiary's very dry ambient; vibration at 16.2 mG avg with kurtosis 2.5 and a 14/15-day fanning rhythm confirms active colony metabolism — nothing alarming, but the brood-frame question remains open. On your next routine visit, a brood-frame check will confirm whether this is a natural August contraction or a brief laying pause.

    🌅 Diurnal Cycle Patterns

    Hive #1 shows the apiary's widest diurnal temperature arc (~6.3°F/3.5°C daily), consistent with a reduced brood-mass thermal buffer during a brood-contraction phase — the colony is still actively fanning and metabolically engaged (80-120Hz vibration dominant at −10.5 dB), but with less brood to defend thermoregulatory precision relaxes at the margins. Per-band sound analysis shows no strong daily rhythm in any individual acoustic band (max 1.0 dB in 600-800Hz), which is normal for a colony in a lower-activity phase; the vibration dominant rhythm band shifted from 20-50Hz to 120-160Hz between the first and second half of the monitoring window, reflecting a subtle evolution in the colony's substrate-borne activity pattern that is consistent with seasonal behavioural adjustment. Gas heater-scan shows the strongest daily rhythm at the 200°C plate step (+41% swing), with the scan shape stable across the 10 steps — no concerning curve-shape evolution.

    🔬 Correlations & Discoveries
    gas_resistance vs temperature_in (14d) | r = -0.83
    The strong partial correlation of gas resistance vs. in-hive temperature (controlling for outdoor temp, r=−0.83) in Hive #1 means that as this hive warms during peak-activity periods, gas resistance falls — VOC load rises with metabolic heat — consistent with propolis volatilization, residual brood-pheromone emission, and any honey-ripening activity scaling with colony thermodynamics, a healthy physiology signal with no pathological implication given perfectly stable acoustics.
    📚 Reference: Maisonnasse et al. 2010, Seeley 1985, Winston 1987
    ⚠️ Issue: Gradual multi-week cooling drift persists: 24h avg 85.4°F (29.6°C), weekly arc 89.8→88.7→87.8→86.2→85.4°F — now −2.2°F (−1.3°C) below all-time avg of 87.6°F (30.9°C); acoustics perfectly stable (all bands within ±0.2 dB of baseline) confirming the adult population is fully present and active — consistent with a brood-break or natural August brood contraction.
    ▹ Action: On your next routine visit, check Hive #1's brood frames for fresh eggs and a solid laying pattern — the perfectly stable acoustics confirm a fully present worker population, and a quick look will clarify whether the multi-week temperature cooling reflects a natural August brood contraction or a brief laying pause.
  • Hive #3 healthy Score: 92/100
    📋 Overall Health

    Your Hive #3 continues its outstanding run — brood temperature averaged 93.2°F (34.0°C) with a current reading of 93.5°F (34.2°C), squarely in the ideal 93–97°F (34–36°C) band and essentially on its all-time average of 93.4°F (34.1°C); the weekly trend remains remarkably flat (93.7→93.4→93.7→93.2°F) and all 10 sound bands are within ±0.1 dB of their all-time baseline — a textbook stable, active colony. Humidity averaged 47.7% (all-time avg 48.2%), the most consistently brood-optimal RH in the apiary; vibration at 20.4 mG avg with kurtosis 3.3 and a perfect 15/15-day fanning rhythm sits right at its all-time average of 20.7 mG — everything looks excellent heading into late August. Gas resistance at ~91 kΩ (all-time avg ~95 kΩ) is essentially on its historical baseline, a reassuring sign of stable hive chemistry.

    🌅 Diurnal Cycle Patterns

    Hive #3 shows a well-controlled diurnal arc of ~2.8°F (1.6°C) — tight brood-nest stenothermy for a colony operating at the lower end of the ideal band. The 80-120Hz vibration band is dominant at −8.6 dB (the highest vibration energy in the apiary), reflecting vigorous fanning activity; the dominant vibration rhythm shifted from 5-20Hz to 50-80Hz between the first and second half of the monitoring window, consistent with a natural seasonal evolution toward higher-frequency fanning as late-August honey-ripening intensifies. Gas heater-scan shows only the 100°C step carrying a meaningful daily rhythm (+14% swing), with 9/10 other steps showing no significant daily cycle — an unusually flat, shape-stable gas signature that indicates a very consistent hive-air chemistry with minimal day/night VOC fluctuation, consistent with a well-established, stable store of partially-cured honey cycling through a routine late-summer ripening schedule.

    🔬 Correlations & Discoveries
    temperature_in vs gas_resistance (14d) | r = +0.78
    The genuine deconfounded coupling between in-hive temperature and gas resistance in Hive #3 (r=+0.78, partial r=+0.59 controlling for outdoor weather) confirms a colony-specific metabolic linkage: brood incubation heat and fanning-driven VOC circulation rise and fall together, driven by brood pheromone emission scaling with incubation load and honey-ripening volatiles scaling with fanning intensity — a robust indicator of an active, well-functioning brood nest.
    📚 Reference: Maisonnasse et al. 2010, Bankova et al. 2000, Seeley 1974
    temperature_in vs humidity_in (14d) | r = +0.73
    The positive genuine deconfounded temperature–humidity coupling in Hive #3 (r=+0.73) mirrors Hive #2's pattern and reflects the same summer thermoregulation mechanism: water-carrying bees introduced to cool the brood nest simultaneously raise both temperature (metabolic activity peak) and absolute moisture, a documented late-summer evaporative-cooling behaviour that is entirely consistent with Hive #3's stable 93–95°F (34–35°C) brood clamping.
    📚 Reference: Human, Nicolson & Dietemann 2006, Ellis et al. 2008, Eouzan et al. 2019 (PMC6368279)
    ▹ Action: On your next routine visit, note the fill level and capping progress on Hive #3's supers — the continued acoustic stability and the very quiet, shape-stable gas heater-scan daily cycle both suggest this colony is operating at peak late-summer efficiency with stores well underway, and recording the capped-frame count will give you a useful season benchmark.