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Breakfast Canyon Discovered in Honeybee Hive Weight Curves
Electronic devices to sense, store, and transmit data are undergoing rapid development, offering an ever-expanding toolbox for inventive minds. In apiculture, both researchers and practitioners have welcomed the opportunity to equip beehives with a variety of sensors to monitor hive weight, temperat...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6316558/ https://www.ncbi.nlm.nih.gov/pubmed/30513723 http://dx.doi.org/10.3390/insects9040176 |
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author | Holst, Niels Meikle, William G. |
author_facet | Holst, Niels Meikle, William G. |
author_sort | Holst, Niels |
collection | PubMed |
description | Electronic devices to sense, store, and transmit data are undergoing rapid development, offering an ever-expanding toolbox for inventive minds. In apiculture, both researchers and practitioners have welcomed the opportunity to equip beehives with a variety of sensors to monitor hive weight, temperature, forager traffic and more, resulting in huge amounts of accumulated data. The problem remains how to distil biological meaning out of these data. In this paper, we address the analysis of beehive weight monitored at a 15-min resolution over several months. Inspired by an overlooked, classic study on such weight curves we derive algorithms and statistical procedures to allow biological interpretation of the data. Our primary finding was that an early morning dip in the weight curve (‘Breakfast Canyon’) could be extracted from the data to provide information on bee colony performance in terms of foraging effort. We include the data sets used in this study, together with R scripts that will allow other researchers to replicate or refine our method. |
format | Online Article Text |
id | pubmed-6316558 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-63165582019-05-05 Breakfast Canyon Discovered in Honeybee Hive Weight Curves Holst, Niels Meikle, William G. Insects Article Electronic devices to sense, store, and transmit data are undergoing rapid development, offering an ever-expanding toolbox for inventive minds. In apiculture, both researchers and practitioners have welcomed the opportunity to equip beehives with a variety of sensors to monitor hive weight, temperature, forager traffic and more, resulting in huge amounts of accumulated data. The problem remains how to distil biological meaning out of these data. In this paper, we address the analysis of beehive weight monitored at a 15-min resolution over several months. Inspired by an overlooked, classic study on such weight curves we derive algorithms and statistical procedures to allow biological interpretation of the data. Our primary finding was that an early morning dip in the weight curve (‘Breakfast Canyon’) could be extracted from the data to provide information on bee colony performance in terms of foraging effort. We include the data sets used in this study, together with R scripts that will allow other researchers to replicate or refine our method. MDPI 2018-12-01 /pmc/articles/PMC6316558/ /pubmed/30513723 http://dx.doi.org/10.3390/insects9040176 Text en © 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Holst, Niels Meikle, William G. Breakfast Canyon Discovered in Honeybee Hive Weight Curves |
title | Breakfast Canyon Discovered in Honeybee Hive Weight Curves |
title_full | Breakfast Canyon Discovered in Honeybee Hive Weight Curves |
title_fullStr | Breakfast Canyon Discovered in Honeybee Hive Weight Curves |
title_full_unstemmed | Breakfast Canyon Discovered in Honeybee Hive Weight Curves |
title_short | Breakfast Canyon Discovered in Honeybee Hive Weight Curves |
title_sort | breakfast canyon discovered in honeybee hive weight curves |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6316558/ https://www.ncbi.nlm.nih.gov/pubmed/30513723 http://dx.doi.org/10.3390/insects9040176 |
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