Evidence map›Paper›PMID 35522232›Full record

ArticleJournal of economic entomology2022

Temperature Sensing and Honey Bee Colony Strength.

Daniel Cook, Boyd Tarlinton, James M McGree, Alethea Blackler, Caroline Hauxwell

Abstract read
In one paragraph

Article in Journal of economic entomology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

9 citing papers in PubMed.

  1. Review
  2. Article
  3. A Wireless Sensor Platform for Beehive Monitoring.Sensors (Basel, Switzerland) · 2026
    Article
  4. Article
  5. Article
  6. Review
  7. Providing rigor in bee colony strength auditing methods.Journal of economic entomology · 2024
    Article
  8. Review
  9. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Daniel CookSchool of Biology and Environmental Science, Faculty of Science, Queensland University of Technology, 2 George St, Brisbane City, QLD 4000, Australia.ORCID 0000-0002-2682-2008
Boyd TarlintonSchool of Biology and Environmental Science, Faculty of Science, Queensland University of Technology, 2 George St, Brisbane City, QLD 4000, Australia.ORCID 0000-0002-4146-7083
James M McGreeSchool of Mathematical Sciences, Faculty of Science, Queensland University of Technology, 2 George St, Brisbane City, QLD 4000, Australia.ORCID 0000-0003-2997-8929
Alethea BlacklerSchool of Design, Faculty of Creative Industries, Education and Social Justice, Queensland University of Technology, 2 George St, Brisbane City, QLD 4000, Australia.ORCID 0000-0002-9406-2645
Caroline HauxwellSchool of Biology and Environmental Science, Faculty of Science, Queensland University of Technology, 2 George St, Brisbane City, QLD 4000, Australia.ORCID 0000-0002-1681-9657

Funding

Hort Frontiers Pollination FundHort InnovationQueensland University of Technology
6 · The paper itself

Abstract

Strength auditing of European honey bee (Apis mellifera Linnaeus, 1758 [Hymenoptera: Apidae]) colonies is critical for apiarists to manage colony health and meet pollination contracts conditions. Colony strength assessments used during pollination servicing in Australia typically use a frame-top cluster-count (Number of Frames) inspection. Sensing technology has potential to improve auditing processes, and commercial temperature sensors are widely available. We evaluate the use and placement of temperature sensing technology in colony strength assessment and identify key parameters linking temperature to colony strength. Custom-built temperature sensors measured hive temperature across the top of hive brood boxes. A linear mixed-effect model including harmonic sine and cosine curves representing diurnal temperature fluctuations in hives was used to compare Number of Frames with temperature sensor data. There was a significant effect of presence of bees on hive temperature and range: hives without bees recorded a 5.5°C lower mean temperature and greater temperature ranges than hives containing live bees. Hives without bees reach peak temperature earlier than hives with bees, regardless of colony strength. Sensor placement across the width of the hive was identified as an important factor when linking sensor data with colony strength. Data from sensors nearest to the hive geometric center were found to be more closely linked to colony strength. Furthermore, a one unit increase in Number of Frames was significantly associated with a mean temperature increase of 0.36°C. This demonstrates that statistical models that account for diurnal temperature patterns could be used to predict colony strength from temperature sensor data.

Indexed as

HymenopteraUrticariaAnimalsAustraliaBeesPollinationTemperatureApis melliferahoney beepollinationstrengthtemperature

Identifiers

PMID35522232
PMCPMC9175291

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.