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Rajagopalan K, DeGrandi-Hoffman G, Pruett M, Jones VP, Corby-Harris V, Pireaud J, Curry R, Hopkins B, Northfield TD. Warmer autumns and winters could reduce honey bee overwintering survival with potential risks for pollination services. Sci Rep 2024; 14:5410. [PMID: 38528007 DOI: 10.1038/s41598-024-55327-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Accepted: 02/22/2024] [Indexed: 03/27/2024] Open
Abstract
Honey bees and other pollinators are critical for food production and nutritional security but face multiple survival challenges. The effect of climate change on honey bee colony losses is only recently being explored. While correlations between higher winter temperatures and greater colony losses have been noted, the impacts of warmer autumn and winter temperatures on colony population dynamics and age structure as an underlying cause of reduced colony survival have not been examined. Focusing on the Pacific Northwest US, our objectives were to (a) quantify the effect of warmer autumns and winters on honey bee foraging activity, the age structure of the overwintering cluster, and spring colony losses, and (b) evaluate indoor cold storage as a management strategy to mitigate the negative impacts of climate change. We perform simulations using the VARROAPOP population dynamics model driven by future climate projections to address these objectives. Results indicate that expanding geographic areas will have warmer autumns and winters extending honey bee flight times. Our simulations support the hypothesis that late-season flight alters the overwintering colony age structure, skews the population towards older bees, and leads to greater risks of colony failure in the spring. Management intervention by moving colonies to cold storage facilities for overwintering has the potential to reduce honey bee colony losses. However, critical gaps remain in how to optimize winter management strategies to improve the survival of overwintering colonies in different locations and conditions. It is imperative that we bridge the gaps to sustain honey bees and the beekeeping industry and ensure food and nutritional security.
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Affiliation(s)
| | - Gloria DeGrandi-Hoffman
- United States Department of Agriculture ARS, Carl Hayden Bee Research Center, Tucson, AZ, USA.
| | | | - Vincent P Jones
- Tree Fruit Research and Extension Center, Washington State University, Wenatchee, WA, USA
| | - Vanessa Corby-Harris
- United States Department of Agriculture ARS, Carl Hayden Bee Research Center, Tucson, AZ, USA
| | | | | | | | - Tobin D Northfield
- Tree Fruit Research and Extension Center, Washington State University, Wenatchee, WA, USA
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Rathore N, Agrawal D. Automated precision beekeeping for accessing bee brood development and behaviour using deep CNN. Bull Entomol Res 2024; 114:77-87. [PMID: 38178794 DOI: 10.1017/s0007485323000639] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/06/2024]
Abstract
Bees play a significant role in the health of terrestrial ecosystems. The decline of bee populations due to colony collapse disorder around the world constitutes a severe ecological danger. Maintaining high yield of honey and understanding of bee behaviour necessitate constant attention to the hives. Research initiatives have been taken to establish monitoring programs to study the behaviour of bees in accessing their habitat. Monitoring the sanitation and development of bee brood allows for preventative measures to be taken against mite infections and an overall improvement in the brood's health. This study proposed a precision beekeeping method that aims to reduce bee colony mortality and improve conventional apiculture through the use of technological tools to gather, analyse, and understand bee colony characteristics. This research presents the application of advanced digital image processing with computer vision techniques for the visual identification and analysis of bee brood at various developing stages. The beehive images are first preprocessed to enhance the important features of object. Further, object is segmented and classified using computer vision techniques. The research is carried out with the images containing variety of immature brood stages. The suggested method and existing methods are tested and compared to evaluate efficiency of proposed methodology.
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Affiliation(s)
- Neha Rathore
- Department of Electronics and Communication, Maulana Azad National Institute of Technology (MANIT), Bhopal, India
| | - Dheeraj Agrawal
- Department of Electronics and Communication, Maulana Azad National Institute of Technology (MANIT), Bhopal, India
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3
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Barahona NA, Vergara PM, Alaniz AJ, Carvajal MA, Castro SA, Quiroz M, Hidalgo-Corrotea CM, Fierro A. Understanding how environmental degradation, microclimate, and management shape honey production across different spatial scales. Environ Sci Pollut Res Int 2024; 31:12257-12270. [PMID: 38227262 DOI: 10.1007/s11356-024-31913-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/02/2023] [Accepted: 01/03/2024] [Indexed: 01/17/2024]
Abstract
Although the abundance, survival, and pollination performance of honeybees are sensitive to changes in habitat and climate conditions, the processes by which these effects are transmitted to honey production and interact with beekeeping management are not completely understood. Climate change, habitat degradation, and beekeeping management affect honey yields, and may also interact among themselves resulting in indirect effects across spatial scales. We conducted a 2-year, multi-scale study on Chiloe Island (northern Patagonia), where we evaluated the most relevant environmental and management drivers of honey produced by stationary beekeepers. We found that the effects of microclimate, habitat, and management variables changed with the spatial scale. Among the environmental variables, minimum temperature, and cover of the invasive shrub, gorse (Ulex europaeus) had the strongest detrimental impacts on honey production at spatial scales finer than 4 km. Specialized beekeepers who adopted conventional beekeeping and had more mother colonies were more productive. Mean and minimum temperatures interacted with the percentage of mother colonies, urban cover, and beekeeping income. The gorse cover increased by the combination of high temperatures and the expansion of urban lands, while landscape attributes, such as Eucalyptus plantation cover, influenced beekeeping management. Results suggest that higher temperatures change the available forage or cause thermal stress to honeybees, while invasive shrubs are indicators of degraded habitats. Climate change and habitat degradation are two interrelated environmental phenomena whose effects on beekeeping can be mitigated through adaptive management and habitat restoration.
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Affiliation(s)
- Nicolás A Barahona
- Departamento de Gestión Agraria, Facultad Tecnológica, Universidad de Santiago de Chile (USACH), Santiago, Chile
| | - Pablo M Vergara
- Departamento de Gestión Agraria, Facultad Tecnológica, Universidad de Santiago de Chile (USACH), Santiago, Chile.
| | - Alberto J Alaniz
- Departamento de Gestión Agraria, Facultad Tecnológica, Universidad de Santiago de Chile (USACH), Santiago, Chile
- Departamento de Ingeniería Geoespacial y Ambiental, Facultad Tecnológica, Universidad de Santiago de Chile (USACH), Santiago, Chile
| | - Mario A Carvajal
- Departamento de Gestión Agraria, Facultad Tecnológica, Universidad de Santiago de Chile (USACH), Santiago, Chile
| | - Sergio A Castro
- Departamento de Biología, Facultad de Química y Biología, Universidad de Santiago de Chile (USACH), Santiago, Chile
| | - Madelaine Quiroz
- Departamento de Gestión Agraria, Facultad Tecnológica, Universidad de Santiago de Chile (USACH), Santiago, Chile
| | - Claudia M Hidalgo-Corrotea
- Departamento de Gestión Agraria, Facultad Tecnológica, Universidad de Santiago de Chile (USACH), Santiago, Chile
| | - Andrés Fierro
- Departamento de Gestión Agraria, Facultad Tecnológica, Universidad de Santiago de Chile (USACH), Santiago, Chile
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Zucca P, Granato A, Mutinelli F, Schiavon E, Bordin F, Dimech M, Balbo RA, Mifsud D, Dondi M, Cipolat‐Gotet C, Rossmann MC, Ocepek MP, Scaravelli D, Palei M, Zinzula L, Spanjol K. The oriental hornet (Vespa orientalis) as a potential vector of honey bee's pathogens and a threat for public health in North-East Italy. Vet Med Sci 2024; 10:e1310. [PMID: 37909468 PMCID: PMC10766061 DOI: 10.1002/vms3.1310] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Revised: 10/03/2023] [Accepted: 10/13/2023] [Indexed: 11/03/2023] Open
Abstract
BACKGROUND Oriental hornets are large predatory hymenoptera that occur in the southern part of Asia and the southeastern Mediterranean. Among many pests of bee colonies, Vespa orientalis was recorded to be one of the most destructive. OBJECTIVES The aim of this study was to: (1) monitor the presence of pathogens carried by V. orientalis that could potentially threaten honey bees and public health; (2) describe the hornet's predatory behavior on honey bee colonies and (3) collect the medical history of a V. orientalis sting suffered by a 36-year-old woman. METHODS Observations of V. orientalis predatory behavior and the catches of hornets for parasitological and microbiological examination, using molecular and bacteriological analyses, were carried out in three experimental apiaries, both in spring in order to capture the foundress queens and during the summer to capture the workers. Furthermore, the medical history and photographic documentation of a V. orientalis sting suffered by a 36-year-old woman have been collected. RESULTS The results obtained highlight that V. orientalis is capable of causing serious damage to beekeeping by killing bees, putting under stress the honey bee colonies and by potentially spreading honey bee pathogens among apiaries. These hornets may also become a public health concern, since they are capable of inflicting multiple, painful stings on humans. CONCLUSIONS Only the development of an Integrated Management Control Program will be able to contain the negative effects of anomalous population growth and the potentially negative impact on honey bees and public health of V. orientalis.
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Affiliation(s)
- Paolo Zucca
- Central Directorate for HealthSocial Policies and DisabilitiesFriuli Venezia Giulia RegionTriesteItaly
| | - Anna Granato
- National Reference Laboratory for honey bee healthIstituto Zooprofilattico Sperimentale delle VenezieLegnaroItaly
| | - Franco Mutinelli
- National Reference Laboratory for honey bee healthIstituto Zooprofilattico Sperimentale delle VenezieLegnaroItaly
| | - Eliana Schiavon
- Clinical Pathology LaboratorySCT3‐Diagnostica in sanità animaleIstituto Zooprofilattico Sperimentale delle VenezieLegnaroItaly
| | - Fulvio Bordin
- National Reference Laboratory for honey bee healthIstituto Zooprofilattico Sperimentale delle VenezieLegnaroItaly
| | - Marco Dimech
- Agriculture Directorate Rural Affairs DepartmentMinistry for AgricultureFisheries and Animal RightsQormiMalta
| | - Roberto Andrea Balbo
- Agriculture Directorate Rural Affairs DepartmentMinistry for AgricultureFisheries and Animal RightsQormiMalta
| | - David Mifsud
- Rural Sciences & Food SystemsInstitute of Earth SystemsUniversity of MaltaMsidaMalta
| | - Maurizio Dondi
- Department of Veterinary SciencesUniversity of ParmaParmaItaly
| | | | | | - Metka Pislak Ocepek
- Institute of PathologyWild Animals, Fish and BeesVeterinary facultyUniversity of LjubljanaLjubljanaSlovenia
| | - Dino Scaravelli
- Department of BiologicalGeological and Environmental SciencesAlma Mater University of BolognaBolognaItaly
| | - Manlio Palei
- Central Directorate for HealthSocial Policies and DisabilitiesFriuli Venezia Giulia RegionTriesteItaly
| | - Luca Zinzula
- Centro di Educazione Ambientale e alla Sostenibilità (CEAS) Laguna di NoraPulaItaly
| | - Kimberly Spanjol
- Department of Criminal Justice and SecurityPace UniversityNew YorkUSA
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Rodríguez MA, Fernández LA, Daisley BA, Reynaldi FJ, Allen-Vercoe E, Thompson GJ. Probiotics and in-hive fermentation as a source of beneficial microbes to support the gut microbial health of honey bees. J Insect Sci 2023; 23:19. [PMID: 38055943 PMCID: PMC10699873 DOI: 10.1093/jisesa/iead093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Revised: 09/25/2023] [Accepted: 10/17/2023] [Indexed: 12/08/2023]
Abstract
Managed populations of honey bees (Apis mellifera Linnaeus; Hymenoptera: Apidae) are regularly exposed to infectious diseases. Good hive management including the occasional application of antibiotics can help mitigate infectious outbreaks, but new beekeeping tools and techniques that bolster immunity and help control disease transmission are welcome. In this review, we focus on the applications of beneficial microbes for disease management as well as to support hive health and sustainability within the apicultural industry. We draw attention to the latest advances in probiotic approaches as well as the integration of fermented foods (such as water kefir) with disease-fighting properties that might ultimately be delivered to hives as an alternative or partial antidote to antibiotics. There is substantial evidence from in vitro laboratory studies that suggest beneficial microbes could be an effective method for improving disease resistance in honey bees. However, colony level evidence is lacking and there is urgent need for further validation via controlled field trials experimentally designed to test defined microbial compositions against specific diseases of interest.
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Affiliation(s)
- María A Rodríguez
- Laboratorio de Estudios Apícolas (LabEA-CIC), Departamento de Agronomía, Universidad Nacional del Sur (UNS), Bahía Blanca, Buenos Aires, Argentina
- Comisión de Investigaciones Científicas de la Provincia de Buenos Aires (CIC), Buenos Aires, Argentina
- Department of Biology, The University of Western Ontario, London, ON, Canada
| | - Leticia A Fernández
- Laboratorio de Estudios Apícolas (LabEA-CIC), Departamento de Agronomía, Universidad Nacional del Sur (UNS), Bahía Blanca, Buenos Aires, Argentina
- Departamento de Biología, Bioquímica y Farmacia, Universidad Nacional del Sur (UNS), Bahía Blanca, Buenos Aires, Argentina
- Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Buenos Aires, Argentina
| | - Brendan A Daisley
- Department of Biology, The University of Western Ontario, London, ON, Canada
- Department of Molecular and Cellular Biology, University of Guelph, Guelph, ON, Canada
| | - Francisco J Reynaldi
- Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Buenos Aires, Argentina
- Centro de Microbiología Básica y Aplicada (CEMIBA), Facultad de Ciencias Veterinarias, Universidad Nacional de La Plata (UNLP), La Plata, Buenos Aires, Argentina
| | - Emma Allen-Vercoe
- Department of Molecular and Cellular Biology, University of Guelph, Guelph, ON, Canada
| | - Graham J Thompson
- Department of Biology, The University of Western Ontario, London, ON, Canada
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Berry JA, Braman SK, Delaplane KS, Bartlett LJ. Inducing a summer brood break increases the efficacy of oxalic acid vaporization for Varroa destructor (Mesostigmata: Varroidae) control in Apis mellifera (Hymenoptera: Apidae) colonies. J Insect Sci 2023; 23:14. [PMID: 38055946 PMCID: PMC10699866 DOI: 10.1093/jisesa/iead085] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Revised: 09/10/2023] [Accepted: 09/26/2023] [Indexed: 12/08/2023]
Abstract
The ectoparasitic mite, Varroa destructor (Anderson and Trueman), is the leading cause of western honey bee colony, Apis mellifera (L.), mortality in the United States. Due to mounting evidence of resistance to certain approved miticides, beekeepers are struggling to keep their colonies alive. To date, there are varied but limited approved options for V. destructor control. Vaporized oxalic acid (OA) has proven to be an effective treatment against the dispersal phase of V. destructor but has its limitations since the vapor cannot penetrate the protective wax cap of honey bee pupal cells where V. destructor reproduces. In the Southeastern United States, honey bee colonies often maintain brood throughout the year, limiting the usefulness of OA. Prior studies have shown that even repeated applications of OA while brood is present are ineffective at decreasing mite populations. In the summer of 2021, we studied whether incorporating a forced brood break while vaporizing with OA would be an effective treatment against V. destructor. Ninety experimental colonies were divided into 2 blocks, one with a brood break and the other with no brood break. Within the blocks, each colony was randomly assigned 1 of 3 treatments: no OA, 2 g OA, or 3 g OA. The combination of vaporizing with OA and a forced brood break increased mite mortality by 5× and reduced mite populations significantly. These results give beekeepers in mild climates an additional integrated pest management method for controlling V. destructor during the summer season.
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Affiliation(s)
- Jennifer A Berry
- Department of Entomology, University of Georgia, Athens, GA 30602, USA
| | - S Kris Braman
- Department of Entomology, University of Georgia, Athens, GA 30602, USA
| | - Keith S Delaplane
- Department of Entomology, University of Georgia, Athens, GA 30602, USA
| | - Lewis J Bartlett
- Department of Entomology, University of Georgia, Athens, GA 30602, USA
- Center for the Ecology of Infectious Diseases, Odum School of Ecology, University of Georgia, Athens, GA 30602, USA
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7
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Tokach R, Smart A, Wu-Smart J. Re-using food resources from failed honey bee (Apis mellifera L.) colonies and their impact on colony queen rearing capacity. Sci Rep 2023; 13:18127. [PMID: 37872271 PMCID: PMC10593847 DOI: 10.1038/s41598-023-44037-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Accepted: 10/03/2023] [Indexed: 10/25/2023] Open
Abstract
For over a decade, beekeepers have experienced high losses of honey bee (Apis mellifera L.) colonies due to a variety of stressors including pesticide exposure. Some of these chemical stressors may residually remain in the colony comb and food resources (pollen and nectar) of failed colonies and be later re-used by beekeepers when splitting and building back new colonies. The practice of re-using comb from previously perished colonies (termed "deadout") is common in beekeeping practice, but its role in affecting colony health is not well understood. Here, we evaluate the impact of reused, pesticide-contaminated "deadout" combs on colony function during the process of replacing a queen bee. Queenless microcolonies were established to monitor queen rearing capacity in two treatment groups: (1) colonies given frames containing food resources from deadout colonies in control "clean" apiaries and, (2) colonies given frames containing "contaminated" resources from deadout colonies originating from apiaries experiencing chronic pesticide exposure from widespread systemic pesticide pollution (including neonicotinoid insecticides: clothianidin and thiamethoxam). Results indicate that colonies given pesticide-contaminated resources produced fewer queen cells per colony and had a lower proportion of colonies successfully raising a functional, diploid egg-laying queen. This research highlights the deleterious effects of re-using deadout combs from colonies previously lost due to pesticide contamination.
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Affiliation(s)
- Rogan Tokach
- Department of Entomology, University of Nebraska-Lincoln, Lincoln, NE, 68583, USA
| | - Autumn Smart
- Department of Entomology, University of Nebraska-Lincoln, Lincoln, NE, 68583, USA
| | - Judy Wu-Smart
- Department of Entomology, University of Nebraska-Lincoln, Lincoln, NE, 68583, USA.
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8
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Van Espen M, Williams JH, Alves F, Hung Y, de Graaf DC, Verbeke W. Beekeeping in Europe facing climate change: A mixed methods study on perceived impacts and the need to adapt according to stakeholders and beekeepers. Sci Total Environ 2023; 888:164255. [PMID: 37196971 PMCID: PMC10280316 DOI: 10.1016/j.scitotenv.2023.164255] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Revised: 05/12/2023] [Accepted: 05/14/2023] [Indexed: 05/19/2023]
Abstract
The beekeeping sector is suffering from the detrimental effects of climate change, both directly and indirectly. Despite numerous studies conducted on this subject, large-scale research incorporating stakeholders' and beekeepers' perspectives has remained elusive. This study aims to bridge this gap by assessing the extent to which stakeholders involved in the European beekeeping sector and European beekeepers perceive and experience the impacts of climate change on their operations, and whether they had to adapt their practices accordingly. To this end, a mixed-methods study including in-depth stakeholder interviews (n = 41) and a pan-European beekeeper survey (n = 844) was completed within the frame of the EU-funded H2020-project B-GOOD. The development of the beekeeper survey was informed by insights from literature and the stakeholder interviews. The results highlighted significant regional disparities in the perceived impacts of climate change, with beekeepers in Southern European regions expressing more negative outlooks, while Northern European beekeepers reported more favourable experiences. Furthermore, survey analysis revealed beekeepers who were classified as 'heavily impacted' by climate change. These beekeepers reported lower average honey yields, higher colony winter loss rates and a stronger perceived contribution of honey bees to pollination and biodiversity, underscoring climate change's detrimental impacts on the beekeeping sector. Multinomial logistic regression revealed determinants of the likelihood of beekeepers being classified as 'heavily impacted' by climate change. This analysis indicates that Southern European beekeepers experienced a 10-fold likelihood of being classified as heavily impacted by climate change compared to Northern European beekeepers. Other significant factors distinguishing 'winners' and 'losers' were self-reported level of professionalism as a beekeeper (ranging from pure hobbyist to fully professional, Odds Ratio (OR) = 1.31), number of years active in beekeeping (OR = 1.02), availability of floral resources throughout the bee season (OR = 0.78), beehives located in a forested environment (OR = 1.34), and the presence of local policy measures addressing climate change-related challenges (OR = 0.76).
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Affiliation(s)
- Marie Van Espen
- Ghent University, Department of Agricultural Economics, Coupure links 653, B-9000 Gent, Belgium.
| | - James H Williams
- Aarhus University, Department of Ecoscience (ECOS), C.F. Møllers Allé 4-8, 8000 Aarhus C, Denmark.
| | - Fátima Alves
- University of Coimbra, Centre for Functional Ecology, Science for People and the Planet, TERRA Associate Laboratory, Calçada Martins de Freitas, 3000-456 Coimbra, Portugal; Universidade Aberta, Lisbon, Portugal.
| | - Yung Hung
- Ghent University, Department of Agricultural Economics, Coupure links 653, B-9000 Gent, Belgium.
| | - Dirk C de Graaf
- Ghent University, Department of Biochemistry and Microbiology, Krijgslaan 281 S2, B-9000 Ghent, Belgium
| | - Wim Verbeke
- Ghent University, Department of Agricultural Economics, Coupure links 653, B-9000 Gent, Belgium.
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Robles-Guerrero A, Saucedo-Anaya T, Guerrero-Mendez CA, Gómez-Jiménez S, Navarro-Solís DJ. Comparative Study of Machine Learning Models for Bee Colony Acoustic Pattern Classification on Low Computational Resources. Sensors (Basel) 2023; 23:460. [PMID: 36617059 PMCID: PMC9824169 DOI: 10.3390/s23010460] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Revised: 12/27/2022] [Accepted: 12/28/2022] [Indexed: 06/17/2023]
Abstract
In precision beekeeping, the automatic recognition of colony states to assess the health status of bee colonies with dedicated hardware is an important challenge for researchers, and the use of machine learning (ML) models to predict acoustic patterns has increased attention. In this work, five classification ML algorithms were compared to find a model with the best performance and the lowest computational cost for identifying colony states by analyzing acoustic patterns. Several metrics were computed to evaluate the performance of the models, and the code execution time was measured (in the training and testing process) as a CPU usage measure. Furthermore, a simple and efficient methodology for dataset prepossessing is presented; this allows the possibility to train and test the models in very short times on limited resources hardware, such as the Raspberry Pi computer, moreover, achieving a high classification performance (above 95%) in all the ML models. The aim is to reduce power consumption and improves the battery life on a monitor system for automatic recognition of bee colony states.
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Affiliation(s)
- Antonio Robles-Guerrero
- Unidad Académica de Ingeniería I, Universidad Autónoma de Zacatecas, Zacatecas 98000, Mexico
| | - Tonatiuh Saucedo-Anaya
- Unidad Académica de Ciencia y Tecnología de la Luz y la Materia, Universidad Autónoma de Zacatecas, Zacatecas 98047, Mexico
| | - Carlos A. Guerrero-Mendez
- Unidad Académica de Ciencia y Tecnología de la Luz y la Materia, Universidad Autónoma de Zacatecas, Zacatecas 98047, Mexico
| | - Salvador Gómez-Jiménez
- Unidad Académica de Ingeniería I, Universidad Autónoma de Zacatecas, Zacatecas 98000, Mexico
| | - David J. Navarro-Solís
- Unidad Académica de Ingeniería I, Universidad Autónoma de Zacatecas, Zacatecas 98000, Mexico
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10
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Kahane F, Osborne J, Crowley S, Shaw R. Motivations underpinning honeybee management practices: A Q methodology study with UK beekeepers. Ambio 2022; 51:2155-2168. [PMID: 35588040 PMCID: PMC9378798 DOI: 10.1007/s13280-022-01736-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Revised: 01/19/2022] [Accepted: 04/07/2022] [Indexed: 06/15/2023]
Abstract
Beekeepers are central to pollinator health. For policymakers and beekeeping organisations to develop widely accepted strategies to sustain honeybee populations alongside wild pollinators, a structured understanding of beekeeper motivations is essential. UK beekeepers are increasing in number, with diverse management styles despite calls for coordinated practice to manage honeybee health. Our Q methodology study in Cornwall, UK, indicated five beekeeping perspectives; conventional hobbyists, natural beekeepers, black bee farmers, new-conventional hobbyists and pragmatic bee farmers. Motivations can be shared across perspectives but trade-offs (notably between economic, social responsibility and ideological motivations) result in differing practices, some of which counter 'official' UK advice and may have implications for pollinator health and competition. Honeybee conservation emerged as a key motivator behind non-conventional practices, but wild pollinator conservation was not prioritised by most beekeepers in practice. Q methodology has the potential to facilitate non-hierarchical collaboration and conceptualisation of sustainable beekeeping, moving towards co-production of knowledge to influence policy.
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Affiliation(s)
- Fay Kahane
- Environment and Sustainability Institute, University of Exeter, Penryn Campus, Penryn, TR10 9FE Cornwall UK
| | - Juliet Osborne
- Environment and Sustainability Institute, University of Exeter, Penryn Campus, Penryn, TR10 9FE Cornwall UK
| | - Sarah Crowley
- Environment and Sustainability Institute, University of Exeter, Penryn Campus, Penryn, TR10 9FE Cornwall UK
| | - Rosalind Shaw
- Environment and Sustainability Institute, University of Exeter, Penryn Campus, Penryn, TR10 9FE Cornwall UK
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11
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Simone-Finstrom M, Strand MK, Tarpy DR, Rueppell O. Impact of Honey Bee Migratory Management on Pathogen Loads and Immune Gene Expression is Affected by Complex Interactions With Environment, Worker Life History, and Season. J Insect Sci 2022; 22:6523145. [PMID: 35137136 PMCID: PMC8825759 DOI: 10.1093/jisesa/ieab096] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/12/2021] [Indexed: 05/12/2023]
Abstract
The effects of honey bee management, such as intensive migratory beekeeping, are part of the ongoing debate concerning causes of colony health problems. Even though comparisons of disease and pathogen loads among differently managed colonies indicate some effects, the direct impact of migratory practices on honey bee pathogens is poorly understood. To test long- and short-term impacts of managed migration on pathogen loads and immunity, experimental honey bee colonies were maintained with or without migratory movement. Individuals that experienced migration as juveniles (e.g., larval and pupal development), as adults, or both were compared to control colonies that remained stationary and therefore did not experience migratory relocation. Samples at different ages and life-history stages (hive bees or foragers), taken at the beginning and end of the active season, were analyzed for pathogen loads and physiological markers of health. Bees exposed to migratory management during adulthood had increased levels of the AKI virus complex (Acute bee paralysis, Kashmir bee, and Israeli acute bee paralysis viruses) and decreased levels of antiviral gene expression (dicer-like). However, those in stationary management as adults had elevated gut parasites (i.e. trypanosomes). Effects of environment during juvenile development were more complex and interacted with life-history stage and season. Age at collection, life-history stage, and season all influenced numerous factors from viral load to immune gene expression. Although the factors that we examined are not independent, the results illuminate potential factors in both migratory and nonmigratory beekeeping that are likely to contribute to colony stress, and also indicate potential mitigation measures.
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Affiliation(s)
- Michael Simone-Finstrom
- USDA-ARS Honey Bee Breeding, Genetics and Physiology Research Laboratory, 1157 Ben Hur Road, Baton Rouge, LA 70820, USA
- Corresponding author, e-mail:
| | - Micheline K Strand
- Life Sciences Branch, U.S. Army Research Office, 800 Park Office Drive, Research Triangle Park, NC 27703, USA
| | - David R Tarpy
- Department of Entomology and Plant Pathology, North Carolina State University, 100 Derieux Place, Raleigh, NC 27695, USA
- The W.M. Keck Center for Behavioral Biology, North Carolina State University, 112 Derieux Place, Raleigh, NC 27695, USA
- Current address: Department of Applied Ecology, North Carolina State University, 100 Eugene Brooks Avenue, Raleigh, NC 27695, USA
| | - Olav Rueppell
- Department of Biological Sciences, University of Alberta, CW 405 Biological Sciences Building, Edmonton, AB, T6G 2E9, Canada
- Department of Biology, University of North Carolina at Greensboro, 321 McIver Street, Greensboro, NC 27412, USA
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12
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Hernandez J, Hattendorf J, Aebi A, Dietemann V. Compliance with recommended Varroa destructor treatment regimens improves the survival of honey bee colonies over winter. Res Vet Sci 2021; 144:1-10. [PMID: 35032751 DOI: 10.1016/j.rvsc.2021.12.025] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Revised: 12/16/2021] [Accepted: 12/29/2021] [Indexed: 11/18/2022]
Abstract
The ectoparasitic mite Varroa destructor affects honey bee colony health and survival negatively, thus compelling beekeepers to treat their colonies every year. A broadly used mite control regimen is based on two organic molecules: formic and oxalic acids. To ensure optimal efficiency, several applications of these acids at pre-defined time points are recommended. These recommendations are mainly based on experiments conducted under controlled conditions. Studies evaluating the effectiveness under natural field conditions are lacking. We enrolled 30 beekeepers in a longitudinal study in three cantons in Switzerland and monitored the management and health of their colonies for two years. We assessed compliance with mite control recommendations and measured V. destructor infestation rates, indexes of colony productivity (brood size and honey harvest), and colony mortality in 300 colonies. We observed a 10-fold increased risk of colony death when beekeepers deviated slightly from the recommended treatment regimen compared to compliant beekeepers (odds ratio: 11.9, 95% CI: 2.6-55.2, p = 0.002). The risk of colony death increased 25-fold in apiaries with substantial deviations from the recommendations (odds ratio: 50.4, 95% CI: 9.7-262.5, p < 0.0001). The deviations led to increased levels of V. destructor infestation ahead of wintering, which was likely responsible for colony mortality. After communicating the apparent link between low compliance and poor colony survival at the end of the first year to the beekeepers, we observed better compliance and colony survival in the second year. Our results highlight the positive impact of compliance with the recommended V. destructor treatment regimen on the health of honeybee colonies and the need to better communicate the consequences of deviating from the recommendations to improve compliance. Compliance also occasionally decreased, which hints at concept implementation constraints that could be identified and possibly addressed in detail with the help of social sciences to further promote honey bee health.
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Affiliation(s)
- Julie Hernandez
- Laboratory of Soil Biodiversity, Institute of Biology, University of Neuchâtel, Neuchâtel, Switzerland; Agroscope, Swiss Bee Research Centre, Bern, Switzerland; Interjurasienne Rural Foundation (FRI), Courtemelon, Switzerland.
| | - Jan Hattendorf
- Department of Public Health and Epidemiology, Swiss Tropical and Public Health Institute, Basel, Switzerland; University of Basel, Basel, Switzerland
| | - Alexandre Aebi
- Laboratory of Soil Biodiversity, Institute of Biology, University of Neuchâtel, Neuchâtel, Switzerland; Institute of Anthropology, University of Neuchâtel, Neuchâtel, Switzerland
| | - Vincent Dietemann
- Agroscope, Swiss Bee Research Centre, Bern, Switzerland; Department of Ecology and Evolution, Biophore, UNIL-Sorge, University of Lausanne, Lausanne, Switzerland
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13
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Norrström N, Niklasson M, Leidenberger S. Winter weight loss of different subspecies of honey bee Apis mellifera colonies (Linnaeus, 1758) in southwestern Sweden. PLoS One 2021; 16:e0258398. [PMID: 34648553 PMCID: PMC8516218 DOI: 10.1371/journal.pone.0258398] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Accepted: 09/24/2021] [Indexed: 11/18/2022] Open
Abstract
Honey bees are currently facing mounting pressures that have resulted in population declines in many parts of the world. In northern climates winter is a bottleneck for honey bees and a thorough understanding of the colonies’ ability to withstand the winter is needed in order to protect the bees from further decline. In this study the influence of weather variables on colony weight loss was studied over one winter (2019–2020) in two apiaries (32 colonies in total) in southwestern Sweden with weather stations recording wind and temperature at 5-min intervals. Three subspecies of honey bees and one hybrid were studied: the native Apis mellifera mellifera, the Italian A. m. ligustica, the Carniolan A. m. carnica and the hybrid Buckfast. Additionally, we recorded Varroa mite infestation. To analyze factors involved in resource consumption, three modelling approaches using weather and weight data were developed: the first links daily consumption rates with environmental variables, the second modelled the cumulative weight change over time, and the third estimated weight change over time taking light intensity and temperature into account. Weight losses were in general low (0.039 ± 0.013kg/day and colony) and comparable to southern locations, likely due to an exceptionally warm winter (average temperature 3.5°C). Weight losses differed only marginally between subspecies with indications that A. m. mellifera was having a more conservative resource consumption, but more studies are needed to confirm this. We did not find any effect of Varroa mite numbers on weight loss. Increased light intensity and temperature both triggered the resource consumption in honey bees. The temperature effect on resource consumption is in accordance with the metabolic theory of ecology. The consequences of these findings on honey bee survival under predicted climate changes, is still an open question that needs further analysis.
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Affiliation(s)
- Niclas Norrström
- School of Bioscience, Department of Biology and Bioinformatics, University of Skövde, Skövde, Sweden
| | - Mats Niklasson
- Stiftelsen Nordens Ark, Åby säteri, Hunnebostrand, Sweden
| | - Sonja Leidenberger
- School of Bioscience, Department of Biology and Bioinformatics, University of Skövde, Skövde, Sweden
- * E-mail:
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14
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Jack CJ, Ellis JD. Integrated Pest Management Control of Varroa destructor (Acari: Varroidae), the Most Damaging Pest of (Apis mellifera L. (Hymenoptera: Apidae)) Colonies. J Insect Sci 2021; 21:6. [PMID: 34536080 PMCID: PMC8449538 DOI: 10.1093/jisesa/ieab058] [Citation(s) in RCA: 32] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Indexed: 05/13/2023]
Abstract
Varroa destructor is among the greatest biological threats to western honey bee (Apis mellifera L.) health worldwide. Beekeepers routinely use chemical treatments to control this parasite, though overuse and mismanagement of these treatments have led to widespread resistance in Varroa populations. Integrated Pest Management (IPM) is an ecologically based, sustainable approach to pest management that relies on a combination of control tactics that minimize environmental impacts. Herein, we provide an in-depth review of the components of IPM in a Varroa control context. These include determining economic thresholds for the mite, identification of and monitoring for Varroa, prevention strategies, and risk conscious treatments. Furthermore, we provide a detailed review of cultural, mechanical, biological, and chemical control strategies, both longstanding and emerging, used against Varroa globally. For each control type, we describe all available treatments, their efficacies against Varroa as described in the primary scientific literature, and the obstacles to their adoption. Unfortunately, reliable IPM protocols do not exist for Varroa due to the complex biology of the mite and strong reliance on chemical control by beekeepers. To encourage beekeeper adoption, a successful IPM approach to Varroa control in managed colonies must be an improvement over conventional control methods and include cost-effective treatments that can be employed readily by beekeepers. It is our intention to provide the most thorough review of Varroa control options available, ultimately framing our discussion within the context of IPM. We hope this article is a call-to-arms against the most damaging pest managed honey bee colonies face worldwide.
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Affiliation(s)
- Cameron J Jack
- Honey Bee Research and Extension Laboratory, Entomology and Nematology Department, University of Florida, Gainesville, FL 32611, USA
| | - James D Ellis
- Honey Bee Research and Extension Laboratory, Entomology and Nematology Department, University of Florida, Gainesville, FL 32611, USA
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Claing G, Dubreuil P, Ferland J, Bernier M, Arsenault J. Beekeeping management practices in southwestern Quebec. Can J Vet Res 2021; 85:229-235. [PMID: 34248269 PMCID: PMC8243813] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Received: 12/07/2020] [Accepted: 01/08/2021] [Indexed: 06/13/2023]
Abstract
The growing number of honey bee colonies and beekeepers in Canada has led to a great diversity of beekeeping practices. All beekeeping operations, however, need to implement consistent management measures for the control of diseases. The objective of this study was to document the actual disease management practices of beekeeping productions in southwestern Quebec, Canada. A survey was conducted to describe management practices used by 15 beekeepers who own 1824 colonies in that area. Data were obtained by telephone interviews. When infectious diseases were suspected, beekeepers generally avoided using potentially toxic acaricides and chemical treatments associated with antimicrobial resistance and instead used preventive, physical or management methods, although laboratory diagnosis was rarely used. This study highlights the wide variety of operation sizes, activities, and disease management strategies among beekeepers in southwestern Quebec. It identifies the need to encourage the use of services available to them and to propose a standardized preventive medical approach for field veterinarians to avoid the spread of infectious diseases.
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Affiliation(s)
- Gabrielle Claing
- Faculté de médecine vétérinaire, Université de Montréal, St-Hyacinthe, Quebec J2S 2M2 (Claing, Dubreuil, Arsenault); Ministère de l'Agriculture, des Pêcheries et de l'Alimentation du Québec, Quebec City, Quebec G1R 4X6 (Claing, Ferland); Centre de recherche en sciences animales de Deschambault, Deschambault, Quebec G0A 1S0 (Bernier)
| | - Pascal Dubreuil
- Faculté de médecine vétérinaire, Université de Montréal, St-Hyacinthe, Quebec J2S 2M2 (Claing, Dubreuil, Arsenault); Ministère de l'Agriculture, des Pêcheries et de l'Alimentation du Québec, Quebec City, Quebec G1R 4X6 (Claing, Ferland); Centre de recherche en sciences animales de Deschambault, Deschambault, Quebec G0A 1S0 (Bernier)
| | - Julie Ferland
- Faculté de médecine vétérinaire, Université de Montréal, St-Hyacinthe, Quebec J2S 2M2 (Claing, Dubreuil, Arsenault); Ministère de l'Agriculture, des Pêcheries et de l'Alimentation du Québec, Quebec City, Quebec G1R 4X6 (Claing, Ferland); Centre de recherche en sciences animales de Deschambault, Deschambault, Quebec G0A 1S0 (Bernier)
| | - Martine Bernier
- Faculté de médecine vétérinaire, Université de Montréal, St-Hyacinthe, Quebec J2S 2M2 (Claing, Dubreuil, Arsenault); Ministère de l'Agriculture, des Pêcheries et de l'Alimentation du Québec, Quebec City, Quebec G1R 4X6 (Claing, Ferland); Centre de recherche en sciences animales de Deschambault, Deschambault, Quebec G0A 1S0 (Bernier)
| | - Julie Arsenault
- Faculté de médecine vétérinaire, Université de Montréal, St-Hyacinthe, Quebec J2S 2M2 (Claing, Dubreuil, Arsenault); Ministère de l'Agriculture, des Pêcheries et de l'Alimentation du Québec, Quebec City, Quebec G1R 4X6 (Claing, Ferland); Centre de recherche en sciences animales de Deschambault, Deschambault, Quebec G0A 1S0 (Bernier)
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16
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Dixon DJ, Zheng H, Otto CRV. Land conversion and pesticide use degrade forage areas for honey bees in America's beekeeping epicenter. PLoS One 2021; 16:e0251043. [PMID: 33983988 PMCID: PMC8118293 DOI: 10.1371/journal.pone.0251043] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2020] [Accepted: 04/19/2021] [Indexed: 11/23/2022] Open
Abstract
A diverse range of threats have been associated with managed-bee declines globally. Recent increases of two known threats, land-use change and pesticide use, have resulted from agricultural expansion and intensification notably in the top honey-producing state in the United States: North Dakota. This study investigated the dual threat from land conversion and pesticide use surrounding ~14,000 registered apiaries in North Dakota from 2001 to 2014. We estimated the annual total insecticide use (kg) on major crops within 1.6 km of apiary sites. Of the eight insecticides quantified, six showed significant increasing trends over the time period. Specifically, applications of the newly established neonicotinoids Chlothianidin, Imidacloprid and Thiamethoxam, increased annually by 1329 kg, 686 kg, 795 kg, respectively. Also, the use of Chlorpyrifos, which was well-established in the state by 2001 and is highly toxic to honey bees, increased by ~8,800 kg annually from 6,500 kg in 2001 to 115,000 kg in 2014 on corn, soybeans and wheat. We further evaluated the relative quality changes of natural/semi-natural land covers surrounding apiaries in 2006, 2010 and 2014, a period of significant increases in cropland area. In areas surrounding apiaries, we observed changes in multiple indices of forage quality that reflect the deteriorating landscape surrounding registered apiary sites due to land-use change and pesticide-use increases. Overall, our results suggest that the application of foliar-applied insecticides, including pyrethroids and one organophosphate, increased surrounding apiaries when the use of neonicotinoid seed treatments surged and the area for producing corn and soybeans expanded. Spatially, these threats were most pronounced in southeastern North Dakota, a region hosting a high density of apiary sites that has recently experienced corn and soybean expansion. Our results highlight the value of natural and semi-natural land covers as sources of pollinator forage and refugia for bees against pesticide exposure. Our study provides insights for targeting conservation efforts to improve forage quality benefiting managed pollinators.
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Affiliation(s)
- Dan J. Dixon
- Department of Earth System Science and Policy, University of North Dakota, Grand Forks, ND, United States of America
| | - Haochi Zheng
- Department of Earth System Science and Policy, University of North Dakota, Grand Forks, ND, United States of America
| | - Clint R. V. Otto
- Northern Prairie Wildlife Research Center, U.S. Geological Survey, Jamestown, ND, United States of America
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17
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Narjes ME, Lippert C. Regional differences in farmers' preferences for a native bee conservation policy: The case of farming communities in Northern and Eastern Thailand. PLoS One 2021; 16:e0251206. [PMID: 33956850 PMCID: PMC8101932 DOI: 10.1371/journal.pone.0251206] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2020] [Accepted: 04/21/2021] [Indexed: 11/18/2022] Open
Abstract
Evidence points to past bee-mediated crop pollination deficits in Chanthaburi province, Eastern Thailand. Conversely, no such evidence has yet been reported for Chiang Mai province (Northern Thailand), suggesting that wild pollination is delivered there above the requirements of local orchards. Discrete choice experiments (DCE) were conducted to elicit the preferences of pollinator-dependent orchard farmers with regard to three pollinator conservation measures and their possible effects on of native bee populations in each region. We fitted random parameter logit (RPL) models on the resulting data to capture preference heterogeneity and to obtain willingness to pay (WTP) point estimates. To test our results' robustness, we also inspected for scale heterogeneity by fitting generalized mixed logit (GMXL) models on the pooled and individual datasets. This yielded WTP space estimates (i.e., directly from WTP distributions) and made possible the comparison of farmers' preferences for a native bee conservation policy in both regions. The results hint at significant WTP differences for some of the conservation policy attributes between both provinces. Furthermore, unobserved contributions to choice seem to have been more random in Chiang Mai. Our analyses also suggest that farmers who engage in bee-related activities are WTP more for a conservation policy that includes bee husbandry.
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Affiliation(s)
- Manuel Ernesto Narjes
- Department of Production Theory and Resource Economics, Institute of Farm Management, University of Hohenheim, Stuttgart, Germany
- * E-mail:
| | - Christian Lippert
- Department of Production Theory and Resource Economics, Institute of Farm Management, University of Hohenheim, Stuttgart, Germany
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18
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Laomettachit T, Liangruksa M, Termsaithong T, Tangthanawatsakul A, Duangphakdee O. A model of infection in honeybee colonies with social immunity. PLoS One 2021; 16:e0247294. [PMID: 33617598 PMCID: PMC7899363 DOI: 10.1371/journal.pone.0247294] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2020] [Accepted: 02/04/2021] [Indexed: 01/04/2023] Open
Abstract
Honeybees (Apis mellifera) play a significant role in the pollination of various food crops and plants. In the past decades, honeybee management has been challenged with increased pathogen and environmental pressure associating with increased beekeeping costs, having a marked economic impact on the beekeeping industry. Pathogens have been identified as a contributing cause of colony losses. Evidence suggested a possible route of pathogen transmission among bees via oral-oral contacts through trophallaxis. Here we propose a model that describes the transmission of an infection within a colony when bee members engage in the trophallactic activity to distribute nectar. In addition, we examine two important features of social immunity, defined as collective disease defenses organized by honeybee society. First, our model considers the social segregation of worker bees. The segregation limits foragers, which are highly exposed to pathogens during foraging outside the nest, from interacting with bees residing in the inner parts of the nest. Second, our model includes a hygienic response, by which healthy nurse bees exterminate infected bees to mitigate horizontal transmission of the infection to other bee members. We propose that the social segregation forms the first line of defense in reducing the uptake of pathogens into the colony. If the first line of defense fails, the hygienic behavior provides a second mechanism in preventing disease spread. Our study identifies the rate of egg-laying as a critical factor in maintaining the colony's health against an infection. We propose that winter conditions which cease or reduce the egg-laying activity combined with an infection in early spring can compromise the social immunity defenses and potentially cause colony losses.
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Affiliation(s)
- Teeraphan Laomettachit
- Bioinformatics and Systems Biology Program, School of Bioresources and Technology, King Mongkut’s University of Technology Thonburi, Bangkok, Thailand
- Theoretical and Computational Physics (TCP) Group, Center of Excellence in Theoretical and Computational Science Center (TaCS-CoE), King Mongkut’s University of Technology Thonburi, Bangkok, Thailand
| | - Monrudee Liangruksa
- National Nanotechnology Center (NANOTEC), National Science and Technology Development Agency (NSTDA), Pathum Thani, Thailand
| | - Teerasit Termsaithong
- Theoretical and Computational Physics (TCP) Group, Center of Excellence in Theoretical and Computational Science Center (TaCS-CoE), King Mongkut’s University of Technology Thonburi, Bangkok, Thailand
- Learning Institute, King Mongkut’s University of Technology Thonburi, Bangkok, Thailand
| | - Anuwat Tangthanawatsakul
- Department of Mathematics, Faculty of Science, King Mongkut’s University of Technology Thonburi, Bangkok, Thailand
| | - Orawan Duangphakdee
- King Mongkut’s University of Technology Thonburi, Ratchaburi Campus, Ratchaburi, Thailand
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Kulhanek K, Steinhauer N, Wilkes J, Wilson M, Spivak M, Sagili RR, Tarpy DR, McDermott E, Garavito A, Rennich K, vanEngelsdorp D. Survey-derived best management practices for backyard beekeepers improve colony health and reduce mortality. PLoS One 2021; 16:e0245490. [PMID: 33449973 PMCID: PMC7810333 DOI: 10.1371/journal.pone.0245490] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2020] [Accepted: 12/30/2020] [Indexed: 12/12/2022] Open
Abstract
Honey bee colony losses in the US have exceeded acceptable levels for at least a decade, leaving beekeepers in need of management practices to improve colony health and survival. Here, an empirical Best Management Practice (BMP) regimen was tested, comprised of the top four management practices associated with reduced colony mortality in backyard beekeeping operations according to Bee Informed Partnership Loss and Management survey results. Seven study locations were established across the US, and each location consisted of ten colonies treated according to empirical BMPs and ten according to average beekeeping practice. After 3 years, colonies treated according to empirical BMPs experienced reduced Varroa infestation, viral infection, and mortality compared to colonies managed with Average practices. In addition, BMP colonies produced more new colonies via splits. The colonies under Average practices were given chemical Varroa treatments only once per year, and thus spent more months above economic threshold of 3.0 mites/100 bees. Increased time spent above the economic threshold was significantly correlated to both increased viral infection and colony mortality. This study demonstrates the cumulative effects of management and colony health stressors over months and years, especially the dire importance of regular Varroa monitoring and management.
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Affiliation(s)
- Kelly Kulhanek
- Department of Entomology, University of Maryland, College Park, Maryland, United States of America
| | - Nathalie Steinhauer
- Department of Entomology, University of Maryland, College Park, Maryland, United States of America
| | - James Wilkes
- Department of Computer Science, Appalachian State University, Boone, North Carolina, United States of America
| | - Michaela Wilson
- Department of Entomology and Plant Pathology, University of Tennessee, Knoxville, Tennessee, United States of America
| | - Marla Spivak
- Department of Entomology, University of Minnesota, St. Paul, Minnesota, United States of America
| | - Ramesh R. Sagili
- Department of Horticulture, Oregon State University, Corvallis, Oregon, United States of America
| | - David R. Tarpy
- Department of Entomology & Plant Pathology, North Carolina State University, Raleigh, North Carolina, United States of America
| | - Erin McDermott
- Department of Entomology & Plant Pathology, North Carolina State University, Raleigh, North Carolina, United States of America
| | - Andrew Garavito
- Department of Entomology, University of Maryland, College Park, Maryland, United States of America
| | - Karen Rennich
- Department of Entomology, University of Maryland, College Park, Maryland, United States of America
| | - Dennis vanEngelsdorp
- Department of Entomology, University of Maryland, College Park, Maryland, United States of America
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20
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Becchimanzi A, Tatè R, Campbell EM, Gigliotti S, Bowman AS, Pennacchio F. A salivary chitinase of Varroa destructor influences host immunity and mite's survival. PLoS Pathog 2020; 16:e1009075. [PMID: 33275645 PMCID: PMC7744053 DOI: 10.1371/journal.ppat.1009075] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2020] [Revised: 12/16/2020] [Accepted: 10/19/2020] [Indexed: 02/08/2023] Open
Abstract
Varroa destructor is an ectoparasite of honey bees and an active disease vector, which represents one of the most severe threats for the beekeeping industry. This parasitic mite feeds on the host’s body fluids through a wound in the cuticle, which allows food uptake by the mother mite and its progeny, offering a potential route of entrance for infecting microorganisms. Mite feeding is associated with saliva injection, whose role is still largely unknown. Here we try to fill this gap by identifying putative host regulation factors present in the saliva of V. destructor and performing a functional analysis for one of them, a chitinase (Vd-CHIsal) phylogenetically related to chitinases present in parasitic and predatory arthropods, which shows a specific and very high level of expression in the mite’s salivary glands. Vd-CHIsal is essential for effective mite feeding and survival, since it is apparently involved both in maintaining the feeding wound open and in preventing host infection by opportunistic pathogens. Our results show the important role in the modulation of mite-honey bee interactions exerted by a host regulation factor shared by different evolutionary lineages of parasitic arthropods. We predict that the functional characterization of Varroa sialome will provide new background knowledge on parasitism evolution in arthropods and the opportunity to develop new bioinspired strategies for mite control based on the disruption of their complex interactions with a living food source. Varroa destructor is a parasitic mite of honey bees and a major driver of honey bee colony losses. The feeding mites inject a salivary blend of poorly known molecules, which regulate host physiology. Here, we have identified in silico putative host regulation factors occurring in Varroa saliva and characterized the functional role of a highly expressed chitinase, which is conserved across different evolutionary lineages of parasitic arthropods. This enzyme influences host immune response and mite’s survival. An in-depth functional analysis of Varroa saliva will shed light on parasitism evolution in arthropods and will pave the way towards the development of new bioinspired strategies for mite control.
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Affiliation(s)
- Andrea Becchimanzi
- Laboratorio di Entomologia “E. Tremblay”, Dipartimento di Agraria, University of Napoli “Federico II”, Portici (NA), Italy
| | - Rosarita Tatè
- Istituto di Genetica e Biofisica “Adriano Buzzati Traverso”, Consiglio Nazionale delle Ricerche, Napoli, Italy
| | - Ewan M. Campbell
- Institute of Biological and Environmental Sciences, School of Biological Sciences, University of Aberdeen, Aberdeen, United Kingdom
| | - Silvia Gigliotti
- Istituto di Bioscienze e Biorisorse, Consiglio Nazionale delle Ricerche, Napoli, Italy
| | - Alan S. Bowman
- Institute of Biological and Environmental Sciences, School of Biological Sciences, University of Aberdeen, Aberdeen, United Kingdom
| | - Francesco Pennacchio
- Laboratorio di Entomologia “E. Tremblay”, Dipartimento di Agraria, University of Napoli “Federico II”, Portici (NA), Italy
- Interuniversity Center for Studies on Bioinspired Agro-Environmental Technology (BAT Center), University of Napoli “Federico II”, Portici (NA), Italy
- * E-mail:
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21
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Olgun T, Everhart SE, Anderson T, Wu-Smart J. Comparative analysis of viruses in four bee species collected from agricultural, urban, and natural landscapes. PLoS One 2020; 15:e0234431. [PMID: 32530936 PMCID: PMC7292363 DOI: 10.1371/journal.pone.0234431] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2019] [Accepted: 05/25/2020] [Indexed: 11/19/2022] Open
Abstract
Managed honey bees (Apis mellifera L.) and wild bees provide critical ecological services that shape and sustain natural, agricultural, and urban landscapes. In recent years, declines in bee populations have highlighted the importance of the pollination services they provide and the need for more research into the reasons for global bee losses. Several stressors cause declining populations of managed and wild bee species such as habitat degradation, pesticide exposure, and pathogens. Viruses, which have been implicated as a key stressor, are able to infect a wide range of species and can be transmitted both intra- and inter-specifically from infected bee species to uninfected bee species via vertical (from parent to offspring) and/or horizontal (between individuals via direct or indirect contact) transmission. To explore how viruses spread both intra- and inter-specifically within a community, we examined the impact of management, landscape type, and bee species on the transmission of four common viruses in Nebraska: Deformed wing virus (DWV), Israeli acute paralysis virus (IAPV), Black queen cell virus (BQCV), and Sacbrood virus (SBV). Results indicated the prevalence of viruses is significantly affected (P < 0.005) by bee species, virus type, and season, but not by landscape or year (P = 0.290 and 0.065 respectively). The higher prevalence of DWV detected across bee species (10.4% on Apis mellifera, 5.3% on Bombus impatiens, 6.1% on Bombus griseocollis, and 22.44% on Halictus ligatus) and seasons (10.8% in early-mid summer and 11.4% in late summer) may indicate a higher risk of interspecific transmission of DWV. However, IAPV was predominately detected in Halictus ligatus (20.7%) and in late season collections (28.1%), which may suggest species-specific susceptibility and seasonal trends in infection rates associated with different virus types. However, there were limited detections of SBV and BQCV in bees collected during both sampling periods, indicating SBV and BQCV may be less prevalent among bee communities in this area.
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Affiliation(s)
- Tugce Olgun
- Department of Entomology, University of Nebraska, Lincoln, Nebraska, United States of America
| | - Sydney E. Everhart
- Department of Plant Pathology, University of Nebraska, Lincoln, Nebraska, United States of America
| | - Troy Anderson
- Department of Entomology, University of Nebraska, Lincoln, Nebraska, United States of America
| | - Judy Wu-Smart
- Department of Entomology, University of Nebraska, Lincoln, Nebraska, United States of America
- * E-mail:
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22
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Abstract
Managed honey bee colony losses are attributed to a number of interacting stressors, but many lines of evidence point to malnutrition as a primary factor. Commercial beekeepers have become increasingly reliant on artificial pollen substitute diets to nourish colonies during periods of forage scarcity and to bolster colony size before pollination services. These artificial diets may be deficient in essential macronutrients (proteins, lipids, prebiotic fibers), micronutrients (vitamins, minerals), and antioxidants. Therefore, improving the efficacy of pollen substitutes can be considered vital to modern beekeeping. Microalgae are prolific sources of plant-based nutrition with many species exhibiting biochemical profiles that are comparable to natural pollen. This emerging feed source has been employed in a variety of organisms, including limited applications in honey bees. Herein, I introduce the nutritional value and functional properties of microalgae, extrapolating to central aspects of honey bee physiology and health. To conclude, I discuss the potential of microalgae-based feeds to sustainably provision managed colonies on an agricultural scale.
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Affiliation(s)
- Vincent A Ricigliano
- Honey Bee Breeding, Genetics and Physiology Research, USDA-ARS, Baton Rouge, Louisiana
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23
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Catania P, Vallone M. Application of A Precision Apiculture System to Monitor Honey Daily Production. Sensors (Basel) 2020; 20:s20072012. [PMID: 32260116 PMCID: PMC7181046 DOI: 10.3390/s20072012] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/13/2020] [Revised: 03/27/2020] [Accepted: 03/31/2020] [Indexed: 11/23/2022]
Abstract
Precision beekeeping or precision apiculture is an apiary management strategy based on the monitoring of individual bee colonies to minimize resource consumption and maximize the productivity of bees. Bees play a fundamental role in ensuring pollination; they can also be considered as indicators of the state of pollution and are used as bio monitors. Beekeeping needs continuous monitoring of the animals and can benefit from advanced intelligent ambiance technologies. The aim of this study was the design of a precision apiculture system (PAS) platform for monitoring and controlling the following environmental parameters: wind, temperature, and relative humidity inside and outside the hive, in order to assess their influence on honey production. PAS is based on an Arduino board with an Atmel microcontroller, and the connection of a load cell for recording the weight of the hive, relative humidity and temperature sensor inside the hive, and relative humidity and temperature sensor outside the hive using an anemometer. PAS was installed in common hives and placed in an open field in a French honeysuckle plot; the system was developed to operate in continuous mode, monitoring the period of 24 April–1 June 2019. Temperature was constant in the monitored period, around 35 °C, inside the hive, proving that no criticalities occurred regarding swarming or absconding. In the period between 24 and 28 May, a lack of honey production was recorded, attributed to a lowering of the external temperature. PAS was useful to point out the eventual reduction in honey production due to wind; several peaks of windiness exceeding 5 m s−1 were recorded, noting that honey production decreases with the peaks in wind. Therefore, the data recorded by PAS platform provided a valid decisional support to the operator. It can be implemented by inserting additional sensors for detecting other parameters, such as rain or sound.
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24
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Roberts JMK, Schouten CN, Sengere RW, Jave J, Lloyd D. Effectiveness of control strategies for Varroa jacobsoni and Tropilaelaps mercedesae in Papua New Guinea. Exp Appl Acarol 2020; 80:399-407. [PMID: 32072354 DOI: 10.1007/s10493-020-00473-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/28/2019] [Accepted: 02/11/2020] [Indexed: 06/10/2023]
Abstract
Apiculture in the Pacific island country of Papua New Guinea (PNG) is under significant pressure from emerging parasitic mites, Varroa jacobsoni and Tropilaelaps mercedesae. Although numerous mite control products exist, beekeepers in PNG have limited resources and access to these products and their effectiveness under local conditions is untested. Here we determined the effectiveness of two brood manipulation strategies-queen caging and queen removal-for managing V. jacobsoni and T. mercedesae in comparison to the chemical miticide Bayvarol®. Our results found Bayvarol was the most effective control strategy for V. jacobsoni, maintaining high efficacy (> 90%) over 4 months with significantly reduced levels of V. jacobsoni compared to untreated control hives. In contrast, T. mercedesae were significantly reduced by the brood manipulation strategies over 2 months, but not significantly by Bayvarol compared to the controls. These results highlight that a combination of strategies is likely needed to effectively manage both mite pests in PNG. We discuss how these findings are relevant to informing best practice for honey bee biosecurity and how these strategies can be implemented to improve the effectiveness of mite management for PNG beekeepers.
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Affiliation(s)
- John M K Roberts
- Commonwealth Scientific and Industrial Research Organisation, Canberra, 2601, ACT, Australia.
| | - Cooper N Schouten
- School of Environment, Science and Engineering, Southern Cross University, Lismore, NSW, 2480, Australia
| | - Reuben W Sengere
- Coffee Industry Corporation Ltd, Aiyura, Eastern Highlands Province, Papua New Guinea
| | - John Jave
- National Department of Agriculture and Livestock, Goroka, Eastern Highlands Province, Papua New Guinea
| | - David Lloyd
- School of Environment, Science and Engineering, Southern Cross University, Lismore, NSW, 2480, Australia
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25
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Kim JM, Lim SJ, Kim S, Kim M, Kim B, Tai TA, Kim S, Yoon B. Rapid detection of deformed wing virus in honeybee using ultra-rapid qPCR and a DNA-chip. J Vet Sci 2020; 21:e4. [PMID: 31940683 PMCID: PMC7000893 DOI: 10.4142/jvs.2020.21.e4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2019] [Revised: 09/10/2019] [Accepted: 09/24/2019] [Indexed: 02/03/2023] Open
Abstract
Fast and accurate detection of viral RNA pathogens is important in apiculture. A polymerase chain reaction (PCR)-based detection method has been developed, which is simple, specific, and sensitive. In this study, we rapidly (in 1 min) synthesized cDNA from the RNA of deformed wing virus (DWV)-infected bees (Apis mellifera), and then, within 10 min, amplified the target cDNA by ultra-rapid qPCR. The PCR products were hybridized to a DNA-chip for confirmation of target gene specificity. The results of this study suggest that our method might be a useful tool for detecting DWV, as well as for the diagnosis of RNA virus-mediated diseases on-site.
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Affiliation(s)
- Jung Min Kim
- Department of Life Science, College of Fusion Science, Kyonggi University, Suwon 16227, Korea
| | - Su Jin Lim
- Department of Life Science, College of Fusion Science, Kyonggi University, Suwon 16227, Korea
| | - SoMin Kim
- Department of Life Science, College of Fusion Science, Kyonggi University, Suwon 16227, Korea
| | - MoonJung Kim
- Department of Life Science, College of Fusion Science, Kyonggi University, Suwon 16227, Korea
| | - ByoungHee Kim
- Department of Life Science, College of Fusion Science, Kyonggi University, Suwon 16227, Korea
| | - Truong A Tai
- Department of Life Science, College of Fusion Science, Kyonggi University, Suwon 16227, Korea
| | - Seonmi Kim
- Department of Life Science, College of Fusion Science, Kyonggi University, Suwon 16227, Korea.
| | - ByoungSu Yoon
- Department of Life Science, College of Fusion Science, Kyonggi University, Suwon 16227, Korea
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26
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Decourtye A, Alaux C, Le Conte Y, Henry M. Toward the protection of bees and pollination under global change: present and future perspectives in a challenging applied science. Curr Opin Insect Sci 2019; 35:123-131. [PMID: 31473587 DOI: 10.1016/j.cois.2019.07.008] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/26/2019] [Revised: 07/12/2019] [Accepted: 07/20/2019] [Indexed: 05/25/2023]
Abstract
Over the past 30 years (1987-2016), bibliometric data have shown a drastic change in the scientific investigation of threats to bee populations. Bee research efforts committed to studying bioagressors of honeybees (mainly Varroa sp.) were predominant, but now appear to be shifting from bioagressors to global change in the published literature. This rise of global change science reveals prevailing topics, for current and future years: climate change, landscape alteration, agricultural intensification and invasive species. We argue that with increased investment in applied research and development, the scientific, beekeeping and agricultural communities will be able to find management strategies for productive agrosystems and enhanced resilience of pollination and beekeeping. This implies the need for restoring and improving food resources and shelters of bees by ecological intensification of diversified farming systems, and also reconciling sustainable beekeeping with wild pollinator conservation.
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Affiliation(s)
- Axel Decourtye
- UMT PrADE, Avignon, France; ITSAP-Institut de l'abeille, Avignon, France; ACTA, Avignon, France.
| | - Cédric Alaux
- UMT PrADE, Avignon, France; INRA, UR406 Abeilles et Environnement, Avignon, France
| | - Yves Le Conte
- UMT PrADE, Avignon, France; INRA, UR406 Abeilles et Environnement, Avignon, France
| | - Mickaël Henry
- UMT PrADE, Avignon, France; INRA, UR406 Abeilles et Environnement, Avignon, France
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27
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Ropars L, Dajoz I, Fontaine C, Muratet A, Geslin B. Wild pollinator activity negatively related to honey bee colony densities in urban context. PLoS One 2019; 14:e0222316. [PMID: 31513663 PMCID: PMC6742366 DOI: 10.1371/journal.pone.0222316] [Citation(s) in RCA: 44] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2018] [Accepted: 08/27/2019] [Indexed: 11/21/2022] Open
Abstract
As pollinator decline is increasingly reported in natural and agricultural environments, cities are perceived as shelters for pollinators because of low pesticide exposure and high floral diversity throughout the year. This has led to the development of environmental policies supporting pollinators in urban areas. However, policies are often restricted to the promotion of honey bee colony installations, which resulted in a strong increase in apiary numbers in cities. Recently, competition for floral resources between wild pollinators and honey bees has been highlighted in semi-natural contexts, but whether urban beekeeping could impact wild pollinators remains unknown. Here, we show that in the city of Paris (France), wild pollinator visitation rates are negatively correlated to honey bee colony densities present in the surrounding landscape (500m -slope = -0.614; p = 0.001 -and 1000m -slope = -0.489; p = 0.005). Regarding the morphological groups of wild pollinators, large solitary bee and beetle visitation rates were negatively affected by honey bee colony densities within a 500m buffer (slope = -0.425, p = 0.007 and slope = - 0.671, p = 0.002, respectively) and bumblebee visitation rates were negatively affected by honey bee colony density within a 1000m buffer (slope = - 0.451, p = 0.012). Further, lower interaction evenness in plant-pollinator networks was observed with high honey bee colony density within a 1000m buffer (slope = -0.487, p = 0.008). Finally, honey bees tended to focus their foraging activity on managed rather than wild plant species (student t-test, p = 0.001) whereas wild pollinators equally visited managed and wild species. We advocate responsible practices mitigating the introduction of high density of honey bee colonies in urban environments. Further studies are however needed to deepen our knowledge about the potential negative interactions between wild and domesticated pollinators.
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Affiliation(s)
- Lise Ropars
- IMBE, Aix Marseille Univ, Avignon Université, CNRS, IRD, Marseille, France
- Institut d’Ecologie et des Sciences de l’Environnement de Paris (iEES Paris UMR 7618) Equipe Ecologie et Evolution des réseaux d’interactions, Université Paris Diderot, CNRS-SU, Paris, France
| | - Isabelle Dajoz
- Institut d’Ecologie et des Sciences de l’Environnement de Paris (iEES Paris UMR 7618) Equipe Ecologie et Evolution des réseaux d’interactions, Université Paris Diderot, CNRS-SU, Paris, France
| | - Colin Fontaine
- Centre d’Ecologie et des Sciences de la Conservation (CESCO UMR 7204), CNRS-Muséum National d’Histoire Naturelle-SU, Paris, France
| | - Audrey Muratet
- Agence Régionale de la Biodiversité en Île-de-France (ARB ÎdF), Paris, France
- Laboratoire Image, Ville, Environnement (LIVE UMR 7362), Université de Strasbourg, Strasbourg, France
| | - Benoît Geslin
- IMBE, Aix Marseille Univ, Avignon Université, CNRS, IRD, Marseille, France
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28
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Morawetz L, Köglberger H, Griesbacher A, Derakhshifar I, Crailsheim K, Brodschneider R, Moosbeckhofer R. Health status of honey bee colonies (Apis mellifera) and disease-related risk factors for colony losses in Austria. PLoS One 2019; 14:e0219293. [PMID: 31287830 PMCID: PMC6615611 DOI: 10.1371/journal.pone.0219293] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2018] [Accepted: 06/20/2019] [Indexed: 12/24/2022] Open
Abstract
Austrian beekeepers frequently suffered severe colony losses during the last decade similar to trends all over Europe. This first surveillance study aimed to describe the health status of Austrian bee colonies and to analyze the reasons for losses for both the summer and winter season in Austria. In this study 189 apiaries all over Austria were selected using a stratified random sampling approach and inspected three times between July 2015 and spring 2016 by trained bee inspectors. The inspectors made interviews with the beekeepers about their beekeeping practice and the history of the involved colonies. They inspected a total of 1596 colonies for symptoms of nine bee pests and diseases (four of them notifiable diseases) and took bee samples for varroa mite infestation analysis. The most frequently detected diseases were three brood diseases: Varroosis, Chalkbrood and Sacbrood. The notifiable bee pests Aethina tumida and Tropilaelaps spp. were not detected. During the study period 10.8% of the 1596 observed colonies died. Winter proved to be the most critical season, in which 75% of the reported colony losses happened. Risks for suffering summer losses increased significantly, when colonies were weak in July, had queen problems or a high varroa mite infestation level on bees in July. Risks for suffering winter losses increased significantly, when the colonies had a high varroa mite infestation level on bees in September, were weak in September, had a queen older than one year or the beekeeper had few years of beekeeping experience. However, the effect of a high varroa mite infestation level in September had by far the greatest potential to raise the winter losses compared to the other significant factors.
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Affiliation(s)
- Linde Morawetz
- Department for Apiculture and Bee Protection, Institute for Seed and Propagating Material, Phytosanitary Service and Apiculture, Division for Food Security, Austrian Agency for Health and Food Safety Ltd., Vienna, Vienna, Austria
- * E-mail:
| | - Hemma Köglberger
- Department for Apiculture and Bee Protection, Institute for Seed and Propagating Material, Phytosanitary Service and Apiculture, Division for Food Security, Austrian Agency for Health and Food Safety Ltd., Vienna, Vienna, Austria
| | - Antonia Griesbacher
- Department for Statistics and Analytical Epidemiology, Division for Data, Statistics & Risk Assessment, Austrian Agency for Health and Food Safety Ltd., Graz, Styria, Austria
| | - Irmgard Derakhshifar
- Department for Apiculture and Bee Protection, Institute for Seed and Propagating Material, Phytosanitary Service and Apiculture, Division for Food Security, Austrian Agency for Health and Food Safety Ltd., Vienna, Vienna, Austria
| | - Karl Crailsheim
- Institute of Biology, University of Graz, Graz, Styria, Austria
| | | | - Rudolf Moosbeckhofer
- Department for Apiculture and Bee Protection, Institute for Seed and Propagating Material, Phytosanitary Service and Apiculture, Division for Food Security, Austrian Agency for Health and Food Safety Ltd., Vienna, Vienna, Austria
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29
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Vilcinskas A. Pathogens associated with invasive or introduced insects threaten the health and diversity of native species. Curr Opin Insect Sci 2019; 33:43-48. [PMID: 31358194 DOI: 10.1016/j.cois.2019.03.004] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/11/2019] [Revised: 03/16/2019] [Accepted: 03/21/2019] [Indexed: 06/10/2023]
Abstract
Insect populations are declining even in protected areas, but the underlying causes are unclear. Here, I consider whether the factors driving the loss of insect diversity include invasive and/or introduced insects transmitting pathogens to less-resistant native species. The introduction of insects into new areas for biocontrol, to promote pollination, or for mass rearing in insect farms, threatens the health and diversity of indigenous insects by the co-introduction of entomopathogens whose spillover is difficult to control. Even less virulent pathogens or covert infections can become lethal if environmental stressors weaken the resistance of indigenous host species in an additive, potentiating or synergistic manner. More research is needed to develop effective strategies that protect the health and diversity of native insects.
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Affiliation(s)
- Andreas Vilcinskas
- Institute for Insect Biotechnology, Justus Liebig University of Giessen, Heinrich-Buff-Ring 26-32, 35392 Giessen, Germany; Fraunhofer Institute for Molecular Biology and Applied Ecology, Dep. Bioresources, Leihgesterner Weg 85, 35392 Giessen, Germany.
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30
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Dynes TL, Berry JA, Delaplane KS, Brosi BJ, de Roode JC. Reduced density and visually complex apiaries reduce parasite load and promote honey production and overwintering survival in honey bees. PLoS One 2019; 14:e0216286. [PMID: 31120911 PMCID: PMC6532956 DOI: 10.1371/journal.pone.0216286] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2018] [Accepted: 04/17/2019] [Indexed: 11/18/2022] Open
Abstract
Managed honey bee (Apis mellifera) colonies are kept at much greater densities than naturally occurring feral or wild colonies, which may have detrimental effects on colony health and survival, disease spread, and drifting behavior (bee movement between natal and non-natal colonies). We assessed the effects of a straightforward apiary management intervention (altering the density and visual appearance of colonies) on colony health. Specifically, we established three "high density / high drift" ("HD") and three "low density / low drift" ("LD") apiary configurations, each consisting of eight bee colonies. Hives in the HD apiary configuration were of the same color and placed 1m apart in a single linear array, while hives in the LD apiary configuration were placed 10m apart at different heights, facing outwards in a circle, and made visually distinctive with colors and symbols to reduce accidental drift between colonies. We investigated disease transmission and dynamics between the apiary configurations by clearing all colonies of the parasitic mite Varroa destructor, and subsequently inoculating two randomly-chosen colonies per apiary with controlled mite doses. We monitored the colonies for two years and found that the LD apiary configuration had significantly greater honey production and reduced overwinter mortality. Inoculation and apiary management intervention interacted to affect brood mite levels, with the highest levels in the inoculated colonies in the HD configuration. Finally, foragers were more than three times more likely to drift in the HD apiary configurations. Our results suggest that a relatively straightforward management change-placing colonies in low-density visually complex circles rather than high-density visually similar linear arrays-can provide meaningful benefits to the health and productivity of managed honey bee colonies.
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Affiliation(s)
- Travis L. Dynes
- Department of Environmental Sciences; Emory University, Atlanta, GA, United States of America
| | - Jennifer A. Berry
- Department of Entomology; University of Georgia, Athens, GA, United States of America
| | - Keith S. Delaplane
- Department of Entomology; University of Georgia, Athens, GA, United States of America
| | - Berry J. Brosi
- Department of Environmental Sciences; Emory University, Atlanta, GA, United States of America
| | - Jacobus C. de Roode
- Department of Biology; Emory University, Atlanta, GA, United States of America
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31
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Ehrenberg S, Lewkowski O, Erler S. Dyeing but not dying: Colourful dyes as a non-lethal method of food labelling for in vitro-reared honey bee (Apis mellifera) larvae. J Insect Physiol 2019; 113:1-8. [PMID: 30582906 DOI: 10.1016/j.jinsphys.2018.12.008] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/17/2018] [Revised: 11/27/2018] [Accepted: 12/20/2018] [Indexed: 06/09/2023]
Abstract
Several environmental factors (e.g. food source, pesticides, toxins, parasites and pathogens) influence development and maturation of honey bees (Apis mellifera). Therefore, controlled experimental conditions are mandatory when studying the impact of environmental factors: particularly food quality and nutrient consumption. In vitro larval rearing is a standard approach for monitoring food intake of larvae and the labelling of food is necessary to quantify intake in controlled feeding experiments. Here, we tested the suitability of two food dyes, Allura Red and Brilliant Blue, in an experimental set up using in vitro reared honey bee larvae and freshly hatched adult workers. Absorbance of both dyes was measured, in food and dye-fed larvae, to determine the optimal dye concentrations for accurate detection and quantification. By quantifying relative dye concentrations in dye mixtures, relative concentrations of mixed dyes can be estimated independent of the total food consumed by the larvae. Survival assays were conducted to test the impact of both dyes on larval and worker bee survival. Worker bees showed no increase in adult mortality, when fed with dyed honey. Larval survival was not significantly different until the late pupal stage. The physiological impact of dye feeding was tested by measuring larval immune response. No changes in innate immune gene expression were detectable for larvae fed with dyed and non-dyed food. In conclusion, we established a non-invasive food labelling protocol for food intake quantification in in vitro reared honey bee larvae, using non-toxic, inexpensive, and easy to apply food dyes.
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Affiliation(s)
- Sandra Ehrenberg
- Institute of Biology, Molecular Ecology, Martin-Luther-University Halle-Wittenberg, Hoher Weg 4, 06120 Halle (Saale), Germany.
| | - Oleg Lewkowski
- Institute of Biology, Molecular Ecology, Martin-Luther-University Halle-Wittenberg, Hoher Weg 4, 06120 Halle (Saale), Germany
| | - Silvio Erler
- Institute of Biology, Molecular Ecology, Martin-Luther-University Halle-Wittenberg, Hoher Weg 4, 06120 Halle (Saale), Germany.
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32
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Johnson SA, Tompkins MM, Tompkins H, Colla SR. Artificial Domicile Use by Bumble Bees (Bombus; Hymenoptera: Apidae) in Ontario, Canada. J Insect Sci 2019; 19:5292355. [PMID: 30657955 PMCID: PMC6339236 DOI: 10.1093/jisesa/iey139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/31/2018] [Indexed: 06/09/2023]
Abstract
Bumble bees are an important group of pollinating insects that are of increasing conservation concern due to relatively recent and dramatic species-specific declines. Nesting ecology can vary significantly between species, and nest site selection may be affected by many factors, including heredity, individual experience, and habitat availability. Data on bumble bee nesting ecology are inherently difficult to collect in the wild as nests are often cryptic. Artificial domiciles (nest boxes) can be a useful tool for gathering information on species-specific nesting behavior to inform conservation management of native pollinator populations. The aim of this study was to examine the use of three different domicile designs for monitoring bumble bees: aboveground, underground, and false underground, while collecting information on occupying species identity and richness to compare with sampling with traditional netting survey methods. Across Ontario, the majority of sites had at least one domicile occupied, with the aboveground installation method proving most successful whereas no false-underground domiciles were occupied. Occupied domiciles appeared to preferentially sample certain species compared to netting surveys, and rarefied species richness of both methods was similar. Given that some bumble bees did occupy artificial domiciles, and species richness relative to sample size was high, with further refinement, this method may be useful for bumble bee research and monitoring: filling in nesting ecology knowledge gaps and potentially as a conservation management tool.
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Affiliation(s)
- Sarah A Johnson
- Department of Biological Sciences, Simon Fraser University, Burnaby, Canada
- Wildlife Preservation Canada, Native Pollinator Initiative, Guelph, Canada
| | | | - Hayley Tompkins
- Wildlife Preservation Canada, Native Pollinator Initiative, Guelph, Canada
- School of Environmental Sciences, University of Guelph, Guelph, Canada
| | - Sheila R Colla
- Faculty of Environmental Studies, York University, Toronto, Canada
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33
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Lowore J, Meaton J, Wood A. African Forest Honey: an Overlooked NTFP with Potential to Support Livelihoods and Forests. Environ Manage 2018; 62:15-28. [PMID: 29520438 PMCID: PMC5999120 DOI: 10.1007/s00267-018-1015-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/08/2017] [Accepted: 02/12/2018] [Indexed: 06/02/2023]
Abstract
In parts of the developing world, deforestation rates are high and poverty is chronic and pervasive. Addressing these issues through the commercialization of non-timber forest products (NTFPs) has been widely researched, tested, and discussed. While the evidence is inconclusive, there is growing understanding of what works and why, and this paper examines the acknowledged success and failure factors. African forest honey has been relatively overlooked as an NTFP, an oversight this paper addresses. Drawing on evidence from a long-established forest conservation, livelihoods, and trade development initiative in SW Ethiopia, forest honey is benchmarked against accepted success and failure factors and is found to be a near-perfect NTFP. The criteria are primarily focused on livelihood impacts and consequently this paper makes recommendations for additional criteria directly related to forest maintenance.
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Affiliation(s)
- Janet Lowore
- Bees for Development, 1 Agincourt Street, Monmouth, NP25 3DZ, UK
| | - Julia Meaton
- Huddersfield Business School, University of Huddersfield, Huddersfield, HD1 3DH, UK.
| | - Adrian Wood
- Huddersfield Business School, University of Huddersfield, Huddersfield, HD1 3DH, UK
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O'Neal ST, Anderson TD, Wu-Smart JY. Interactions between pesticides and pathogen susceptibility in honey bees. Curr Opin Insect Sci 2018; 26:57-62. [PMID: 29764661 DOI: 10.1016/j.cois.2018.01.006] [Citation(s) in RCA: 58] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/19/2017] [Revised: 01/08/2018] [Accepted: 01/18/2018] [Indexed: 06/08/2023]
Abstract
There exist a variety of factors that negatively impact the health and survival of managed honey bee colonies, including the spread of parasites and pathogens, loss of habitat, reduced availability or quality of food resources, climate change, poor queen quality, changing cultural and commercial beekeeping practices, as well as exposure to agricultural and apicultural pesticides both in the field and in the hive. These factors are often closely intertwined, and it is unlikely that a single stressor is driving colony losses. There is a growing consensus, however, that increasing prevalence of parasites and pathogens are among the most significant threats to managed bee colonies. Unfortunately, improper management of hives by beekeepers may exacerbate parasite populations and disease transmission. Furthermore, research continues to accumulate that describes the complex and largely harmful interactions that exist between pesticide exposure and bee immunity. This brief review summarizes our progress in understanding the impact of pesticide exposure on bees at the individual, colony, and community level.
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Affiliation(s)
- Scott T O'Neal
- Department of Entomology, University of Nebraska, Lincoln, NE, USA
| | - Troy D Anderson
- Department of Entomology, University of Nebraska, Lincoln, NE, USA
| | - Judy Y Wu-Smart
- Department of Entomology, University of Nebraska, Lincoln, NE, USA.
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Steinhauer N, Kulhanek K, Antúnez K, Human H, Chantawannakul P, Chauzat MP, vanEngelsdorp D. Drivers of colony losses. Curr Opin Insect Sci 2018; 26:142-148. [PMID: 29764654 DOI: 10.1016/j.cois.2018.02.004] [Citation(s) in RCA: 129] [Impact Index Per Article: 21.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/20/2017] [Revised: 01/27/2018] [Accepted: 02/02/2018] [Indexed: 05/11/2023]
Abstract
Over the past decade, in some regions of the world, honey bee (Apis mellifera L.) colonies have experienced rates of colony loss that are difficult for beekeepers to sustain. The reasons for losses are complex and interacting, with major drivers including Varroaand related viruses, pesticides, nutrition and beekeeper practices. In these endeavors it has also become apparent that defining a dead colony, and singling out the effects of specific drivers of loss, is not so straightforward. Using the class of neonicotinoid pesticides as an example we explain why quantifying risk factor impact at the colony level is at times elusive and in some cases unpractical. In this review, we discuss the caveats of defining and quantifying dead colonies. We also summarize the current leading drivers of colony losses, their interactions and the most recent research on their effects on colony mortality.
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Affiliation(s)
- Nathalie Steinhauer
- Department of Entomology, University of Maryland, College Park, MD 20742, USA
| | - Kelly Kulhanek
- Department of Entomology, University of Maryland, College Park, MD 20742, USA
| | - Karina Antúnez
- Departamento de Microbiología, Instituto de Investigaciones, Biológicas Clemente Estable, Avda. Italia 3318, Montevideo, Uruguay
| | - Hannelie Human
- Department of Zoology and Entomology, University of Pretoria, Private Bag X20, Hatfield 0028, Pretoria, South Africa
| | - Panuwan Chantawannakul
- Bee Protection Laboratory, Department of Biology, Faculty of Science, Chiang Mai University, 50200, Thailand; Environmental Science Research Center, Faculty of Science, Chiang Mai University, 50200, Thailand
| | - Marie-Pierre Chauzat
- Unit of Honey Bee Pathology, ANSES, European Union and National Reference Laboratory for Honey Bee Health, Sophia Antipolis, France
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Evison SE, Jensen AB. The biology and prevalence of fungal diseases in managed and wild bees. Curr Opin Insect Sci 2018; 26:105-113. [PMID: 29764649 DOI: 10.1016/j.cois.2018.02.010] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/25/2017] [Revised: 12/15/2017] [Accepted: 02/02/2018] [Indexed: 06/08/2023]
Abstract
Managed and wild bees, whether solitary or social have a plethora of microbial associations that vary in their influence on the health of the bees. In this review, we summarise our current knowledge of aspects of the biology and ecology of bee associated fungi. The biology of bees that fungi are associated with are described, and the likely influences on fungal transmission are discussed. There is a clear disparity in research on fungi associated with managed compared to wild bees, leaving gaps in our understanding of fungal pathogen epidemiology. Translocation of bees to meet global pollination needs will increase exposure of bees to exotic pathogens. Thus, filling these gaps is an important step towards mitigating the impact of fungal diseases in bees.
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Affiliation(s)
- Sophie Ef Evison
- Animal and Plant Sciences, University of Sheffield, Alfred Denny Building, Western Bank, Sheffield S10 2TN, UK.
| | - Annette B Jensen
- Department of Plant and Environmental Sciences, University of Copenhagen, Thorvaldsensvej 40, 1871 Frederiksberg C., Denmark
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Colla SR, MacIvor JS. Questioning public perception, conservation policy, and recovery actions for honeybees in North America. Conserv Biol 2017; 31:1202-1204. [PMID: 27624856 DOI: 10.1111/cobi.12839] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/01/2016] [Revised: 05/01/2017] [Accepted: 09/07/2016] [Indexed: 06/06/2023]
Affiliation(s)
- Sheila R Colla
- Faculty of Environmental Studies, York University, 4700 Keele St, Toronto, Ontario, M3J 1P3, Canada
| | - J Scott MacIvor
- Department of Biological Sciences, University of Toronto, Scarborough Campus, 1265 Military Trail, Toronto, Ontario, M1C 1A4, Canada
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Brady TS, Merrill BD, Hilton JA, Payne AM, Stephenson MB, Hope S. Bacteriophages as an alternative to conventional antibiotic use for the prevention or treatment of Paenibacillus larvae in honeybee hives. J Invertebr Pathol 2017; 150:94-100. [PMID: 28917651 DOI: 10.1016/j.jip.2017.09.010] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2017] [Revised: 09/06/2017] [Accepted: 09/11/2017] [Indexed: 02/07/2023]
Abstract
American Foulbrood (AFB) is an infectious disease caused by the bacteria, Paenibacillus larvae. P. larvae phages were isolated and tested to determine each phages' host range amongst 59 field isolate strains of P. larvae. Three phages were selected to create a phage cocktail for the treatment of AFB infections according to the combined phages' ability to lyse all tested strains of bacteria. Studies were performed to demonstrate the safety and efficacy of the phage cocktail treatment as a replacement for traditional antibiotics for the prevention of AFB and the treatment of active infections. Safety verification studies confirmed that the phage cocktail did not adversely affect the rate of bee death even when administered as an overdose. In a comparative study of healthy hives, traditional prophylactic antibiotic treatment experienced a 38±0.7% decrease in overall hive health, which was statistically lower than hive health observed in control hives. Hives treated with phage cocktail decreased 19±0.8%, which was not statistically different than control hives, which decreased by 10±1.0%. In a study of beehives at-risk for a natural infection, 100±0.5% of phage-treated hives were protected from AFB infection, while 80±0.5% of untreated controls became infected. AFB infected hives began with an average Hitchcock score of 2.25 out of 4 and 100±0.5% of the hives recovered completely within two weeks of treatment with phage cocktail. While the n numbers for the latter two studies are small, the results for both the phage protection rate and the phage cure rate were statistically significant (α=0.05). These studies demonstrate the powerful potential of using a phage cocktail against AFB and establish phage therapy as a feasible treatment.
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Affiliation(s)
- T Scott Brady
- Department of Microbiology and Molecular Biology, Brigham Young University, Provo, UT, USA
| | - Bryan D Merrill
- Department of Microbiology and Molecular Biology, Brigham Young University, Provo, UT, USA
| | - Jared A Hilton
- Department of Microbiology and Molecular Biology, Brigham Young University, Provo, UT, USA
| | - Ashley M Payne
- Department of Microbiology and Molecular Biology, Brigham Young University, Provo, UT, USA
| | - Michael B Stephenson
- Department of Microbiology and Molecular Biology, Brigham Young University, Provo, UT, USA
| | - Sandra Hope
- Department of Microbiology and Molecular Biology, Brigham Young University, Provo, UT, USA.
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Glenny W, Cavigli I, Daughenbaugh KF, Radford R, Kegley SE, Flenniken ML. Honey bee (Apis mellifera) colony health and pathogen composition in migratory beekeeping operations involved in California almond pollination. PLoS One 2017; 12:e0182814. [PMID: 28817641 PMCID: PMC5560708 DOI: 10.1371/journal.pone.0182814] [Citation(s) in RCA: 42] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2017] [Accepted: 07/25/2017] [Indexed: 01/05/2023] Open
Abstract
Honey bees are important pollinators of agricultural crops. Pathogens and other factors have been implicated in high annual losses of honey bee colonies in North America and some European countries. To further investigate the relationship between multiple factors, including pathogen prevalence and abundance and colony health, we monitored commercially managed migratory honey bee colonies involved in California almond pollination in 2014. At each sampling event, honey bee colony health was assessed, using colony population size as a proxy for health, and the prevalence and abundance of seven honey bee pathogens was evaluated using PCR and quantitative PCR, respectively. In this sample cohort, pathogen prevalence and abundance did not correlate with colony health, but did correlate with the date of sampling. In general, pathogen prevalence (i.e., the number of specific pathogens harbored within a colony) was lower early in the year (January-March) and was greater in the summer, with peak prevalence occurring in June. Pathogen abundance in individual honey bee colonies varied throughout the year and was strongly associated with the sampling date, and was influenced by beekeeping operation, colony health, and mite infestation level. Together, data from this and other observational cohort studies that monitor individual honey bee colonies and precisely account for sampling date (i.e., day of year) will lead to a better understanding of the influence of pathogens on colony mortality and the effects of other factors on these associations.
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Affiliation(s)
- William Glenny
- Department of Ecology, Montana State University, Bozeman, Montana, United States of America
- Pollinator Health Center, Montana State University, Bozeman, Montana, United States of America
| | - Ian Cavigli
- Department of Ecology, Montana State University, Bozeman, Montana, United States of America
| | - Katie F. Daughenbaugh
- Pollinator Health Center, Montana State University, Bozeman, Montana, United States of America
- Department of Plant Sciences and Plant Pathology, Montana State University, Bozeman, Montana, United States of America
| | - Rosemarie Radford
- Pesticide Research Institute, Berkeley, California, United States of America
| | - Susan E. Kegley
- Pesticide Research Institute, Berkeley, California, United States of America
| | - Michelle L. Flenniken
- Pollinator Health Center, Montana State University, Bozeman, Montana, United States of America
- Department of Plant Sciences and Plant Pathology, Montana State University, Bozeman, Montana, United States of America
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40
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Bourgeois L, Beaman L. Tracking the Genetic Stability of a Honey Bee (Hymenoptera: Apidae) Breeding Program With Genetic Markers. J Econ Entomol 2017; 110:1419-1423. [PMID: 28854659 DOI: 10.1093/jee/tox175] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/27/2017] [Indexed: 06/07/2023]
Abstract
A genetic stock identification (GSI) assay was developed in 2008 to distinguish Russian honey bees from other honey bee stocks that are commercially produced in the United States. Probability of assignment (POA) values have been collected and maintained since the stock release in 2008 to the Russian Honey Bee Breeders Association. These data were used to assess stability of the breeding program and the diversity levels of the contemporary breeding stock through comparison of POA values and genetic diversity parameters from the initial release to current values. POA values fluctuated throughout 2010-2016, but have recovered to statistically similar levels in 2016 (POA(2010) = 0.82, POA(2016) = 0.74; P = 0.33). Genetic diversity parameters (i.e., allelic richness and gene diversity) in 2016 also remained at similar levels when compared to those in 2010. Estimates of genetic structure revealed stability (FST(2009/2016) = 0.0058) with a small increase in the estimate of the inbreeding coefficient (FIS(2010) = 0.078, FIS(2016) = 0.149). The relationship among breeding lines, based on genetic distance measurement, was similar in 2008 and 2016 populations, but with increased homogeneity among lines (i.e., decreased genetic distance). This was expected based on the closed breeding system used for Russian honey bees. The successful application of the GSI assay in a commercial breeding program demonstrates the utility and stability of such technology to contribute to and monitor the genetic integrity of a breeding stock of an insect species.
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Affiliation(s)
- Lelania Bourgeois
- USDA-ARS, Honey Bee Breeding, Genetics, and Physiology Laboratory, 1157 Ben Hur Rd., Baton Rouge, LA 70820
| | - Lorraine Beaman
- USDA-ARS, Honey Bee Breeding, Genetics, and Physiology Laboratory, 1157 Ben Hur Rd., Baton Rouge, LA 70820
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41
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Paillard M, Rousseau A, Giovenazzo P, Bailey JL. Preservation of Domesticated Honey Bee (Hymenoptera: Apidae) Drone Semen. J Econ Entomol 2017; 110:1412-1418. [PMID: 28535305 DOI: 10.1093/jee/tox149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/10/2017] [Indexed: 06/07/2023]
Abstract
Preservation of honey bee (Apis mellifera L., Hymenoptera: Apidae) sperm, coupled with instrumental insemination, is an effective strategy to protect the species and their genetic diversity. Our overall objective is to develop a method of drone semen preservation; therefore, two experiments were conducted. Hypothesis 1 was that cryopreservation (-196 °C) of drone semen is more effective for long-term storage than at 16 °C. Our results show that after 1 yr of storage, frozen sperm viability was higher than at 16 °C, showing that cryopreservation is necessary to conserve semen. However, the cryoprotectant used for drone sperm freezing, dimethyl sulfoxide (DMSO), can harm the queen and reduce fertility after instrumental insemination. Hypothesis 2 was that centrifugation of cryopreserved semen to reduce DMSO prior to insemination optimize sperm quality. Our results indicate that centrifuging cryopreserved sperm to remove cryoprotectant does not affect queen survival, spermathecal sperm count, or sperm viability. Although these data do not indicate that centrifugation of frozen-thawed sperm improves queen health and fertility after instrumental insemination, we demonstrate that cryopreservation is achievable, and it is better for long-term sperm storage than above-freezing temperatures for duration of close to a year.
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Affiliation(s)
- M Paillard
- Centre de recherche en sciences animales de Deschambault, 120-A Chemin du Roy, Deschambault, Canada, G0A1S0
- Département des Sciences Animales, Centre de Recherche en Reproduction, Développement et Santé Intergénérationnelle, Université Laval, 2425, rue de l'agriculture, Pavillon Paul-Comtois, Québec, Canada, G1V 0A6
| | - A Rousseau
- Centre de recherche en sciences animales de Deschambault, 120-A Chemin du Roy, Deschambault, Canada, G0A1S0
| | - P Giovenazzo
- Centre de recherche en sciences animales de Deschambault, 120-A Chemin du Roy, Deschambault, Canada, G0A1S0
- Département de biologie, Université Laval, 1045, avenue de la Médecine, Pavillon Alexandre-Vachon, Québec, Canada, G1V 0A6
| | - J L Bailey
- Département des Sciences Animales, Centre de Recherche en Reproduction, Développement et Santé Intergénérationnelle, Université Laval, 2425, rue de l'agriculture, Pavillon Paul-Comtois, Québec, Canada, G1V 0A6
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Abstract
The increased annual losses in European honey bee (Apis mellifera) colonies in North America and some other countries is usually attributed to a range of factors including pathogens, poor nutrition, and insecticides. In this essay, I will argue that the global trade in honey bees and migratory beekeeping practices within countries has enabled pathogens to spread quickly. Beekeepers' management strategies have also contributed to the spread of pathogens as well as the development of resistance to miticides and antibiotics, and exacerbated by hobby beekeepers. The opportunities for arresting honey bee declines rest as strongly with individual beekeepers as they do with the dynamics of disease.
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Affiliation(s)
- Robert Owen
- Department of Biosciences, University of Melbourne, Carlton, Vic. 3010, Australia Corresponding author, e-mail:
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Brodschneider R, Libor A, Kupelwieser V, Crailsheim K. Food consumption and food exchange of caged honey bees using a radioactive labelled sugar solution. PLoS One 2017; 12:e0174684. [PMID: 28355267 PMCID: PMC5371368 DOI: 10.1371/journal.pone.0174684] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2016] [Accepted: 03/12/2017] [Indexed: 12/20/2022] Open
Abstract
We measured the distribution of sugar solution within groups of caged honey bees (Apis mellifera) under standard in vitro laboratory conditions using 14C polyethylene glycol as a radioactive marker to analyze ingestion by individual bees after group feeding. We studied the impact of different experimental setups by varying the number of bees, age of bees, origin of bees, duration of experiment, the amount of available diet, and the influence of the neurotoxic pesticide imidacloprid in the diet on the feeding and food sharing behavior (trophallaxis). Sugar solution was non-uniformly distributed in bees in 36 out of 135 cages. As a measure of the extent to which the sugar diet was equally distributed between caged bees, we calculated the (inner 80%) intake ratio by dividing the intake of the 90th percentile bee by the intake of the 10th percentile bee. This intake ratio ranged from 1.3 to 94.8 in 133 individual cages, further supporting a non-uniform distribution of food among caged bees. We can expect a cage with 10 or 30 bees containing one bee that ingests, on average, the 8.8-fold of the bee in the same cage ingesting the smallest quantity of food. Inner 80% intake ratios were lower in experiments with a permanent or chronic offering of labelled sugar solution compared to temporary or acute feedings. After pooling the data of replicates to achieve a higher statistical power we compared different experimental setups. We found that uniform food distribution is best approached with 10 newly emerged bees per cage, which originate from a brood comb from a single colony. We also investigated the trophallaxis between caged honey bees which originally consumed the diet and newly added bees. Color marked bees were starved and added to the cages in a ratio of 10:5 or 20:20 after the initial set of bees consumed all the labelled sugar solution. The distribution of the labelled sugar solution by trophallaxis within 48 hours to added bees was 25% (10:5) or 45% (20:20) of the initial sugar solution. Imidacloprid at its median lethal dose (LD50) in the sugar solution reduced this post-feeding food transmission to 27% (20:20). Our results show that differences in food intake exist within caged bees that may lead to differential exposure that can influence the interpretation of toxicity tests.
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Affiliation(s)
| | - Anika Libor
- Institute of Zoology, University of Graz, Graz, Austria
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Jacques A, Laurent M, Ribière-Chabert M, Saussac M, Bougeard S, Budge GE, Hendrikx P, Chauzat MP. A pan-European epidemiological study reveals honey bee colony survival depends on beekeeper education and disease control. PLoS One 2017; 12:e0172591. [PMID: 28278255 PMCID: PMC5344352 DOI: 10.1371/journal.pone.0172591] [Citation(s) in RCA: 84] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2016] [Accepted: 02/07/2017] [Indexed: 11/18/2022] Open
Abstract
Reports of honey bee population decline has spurred many national efforts to understand the extent of the problem and to identify causative or associated factors. However, our collective understanding of the factors has been hampered by a lack of joined up trans-national effort. Moreover, the impacts of beekeeper knowledge and beekeeping management practices have often been overlooked, despite honey bees being a managed pollinator. Here, we established a standardised active monitoring network for 5 798 apiaries over two consecutive years to quantify honey bee colony mortality across 17 European countries. Our data demonstrate that overwinter losses ranged between 2% and 32%, and that high summer losses were likely to follow high winter losses. Multivariate Poisson regression models revealed that hobbyist beekeepers with small apiaries and little experience in beekeeping had double the winter mortality rate when compared to professional beekeepers. Furthermore, honey bees kept by professional beekeepers never showed signs of disease, unlike apiaries from hobbyist beekeepers that had symptoms of bacterial infection and heavy Varroa infestation. Our data highlight beekeeper background and apicultural practices as major drivers of honey bee colony losses. The benefits of conducting trans-national monitoring schemes and improving beekeeper training are discussed.
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Affiliation(s)
- Antoine Jacques
- Unit of coordination and support to surveillance, ANSES, Scientific Affairs Department for Laboratories, Maisons-Alfort, France
- Unit of Honey bee Pathology, ANSES, European Union and National Reference Laboratory for Honey bee Health, Sophia Antipolis, France
| | - Marion Laurent
- Unit of Honey bee Pathology, ANSES, European Union and National Reference Laboratory for Honey bee Health, Sophia Antipolis, France
| | | | - Magali Ribière-Chabert
- Unit of Honey bee Pathology, ANSES, European Union and National Reference Laboratory for Honey bee Health, Sophia Antipolis, France
| | - Mathilde Saussac
- Unit of coordination and support to surveillance, ANSES, Scientific Affairs Department for Laboratories, Maisons-Alfort, France
| | | | - Giles E. Budge
- Fera, Sand Hutton, York, United Kingdom
- Institute for Agri-Food Research and Innovation, Newcastle University, Newcastle upon Tyne, Tyne and Wear, United Kingdom
| | - Pascal Hendrikx
- Unit of coordination and support to surveillance, ANSES, Scientific Affairs Department for Laboratories, Maisons-Alfort, France
| | - Marie-Pierre Chauzat
- Unit of coordination and support to surveillance, ANSES, Scientific Affairs Department for Laboratories, Maisons-Alfort, France
- Unit of Honey bee Pathology, ANSES, European Union and National Reference Laboratory for Honey bee Health, Sophia Antipolis, France
- * E-mail:
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Báez-Vargas AM, Esparza-Olguín L, Martínez-Romero E, Ochoa-Gaona S, Ramírez-Marcial N, González-Valdivia NA. [Effect of management on tree diversity in secondary vegetation in the Biosphere Reserve of Calakmul, Campeche, Mexico]. REV BIOL TROP 2017; 65:41-53. [PMID: 29465957] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/08/2023] Open
Abstract
The tropical dry forest (BTS) of Yucatan Peninsula has been managed for centuries, but the relationship between these management efforts and their effects on trees diversity has not been fully understood. The aim of this study was to evaluate the effect of forest management (thinning, harvesting and enrichment of species), in the structure of secondary vegetation derived from dry tropical forests, in two communities in Calakmul, Campeche, Southeast Mexico. We analyzed changes in the composition, species richness, species diversity, and structure in secondary vegetation subject to following types of management: (1) secondary vegetation with beekeeping management (MA), secondary vegetation with forest management (MF), natural secondary vegetation (SM) and tropical dry forest (BTS). The species composition was similar between secondary vegetation managed and unmanaged. On the other hand, between managed secondary vegetation and BTS there were differences in species composition. Species richness was not different between all conditions. MA showed the lowest species diversity and presented higher average density (5 413±770.26 ind.ha-1).MF had lowest average density (3 289 ± 1 183.60 ind.ha-1). BTS showed the highest average basal area (24.89 ± 1.56 m2.ha-1) regarding the other conditions. We concluded that is necessary to keep monitoring the managed areas to detect effects of management that may be adverse or favorable to conservation of floristic diversity of BTS.
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Stalidzans E, Zacepins A, Kviesis A, Brusbardis V, Meitalovs J, Paura L, Bulipopa N, Liepniece M. Dynamics of Weight Change and Temperature of Apis mellifera (Hymenoptera: Apidae) Colonies in a Wintering Building With Controlled Temperature. J Econ Entomol 2017; 110:13-23. [PMID: 28053207 DOI: 10.1093/jee/tow282] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
Honey bee wintering in a wintering building (indoors) with controlled microclimate is used in some cold regions to minimize colony losses due to the hard weather conditions. The behavior and possible state of bee colonies in a dark room, isolated from natural environment during winter season, was studied by indirect temperature measurements to analyze the expression of their annual rhythm when it is not affected by ambient temperature, rain, snow, wind, and daylight. Thus, the observed behavior in the wintering building is initiated solely by bee colony internal processes. Experiments were carried out to determine the dynamics of temperature above the upper hive body and weight dynamics of indoors and outdoors wintered honey bee colonies and their brood-rearing performance in spring. We found significantly lower honey consumption-related weight loss of indoor wintered colonies compared with outdoor colonies, while no significant difference in the amount of open or sealed brood was found, suggesting that wintering building saves food and physiological resources without an impact on colony activity in spring. Indoor wintered colonies, with or without thermal insulation, did not have significant differences in food consumption and brood rearing in spring. The thermal behavior and weight dynamics of all experimental groups has changed in the middle of February possibly due to increased brood-rearing activity. Temperature measurement above the upper hive body is a convenient remote monitoring method of wintering process. Predictability of food consumption in a wintering building, with constant temperature, enables wintering without oversupply of wintering honey.
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Affiliation(s)
- E Stalidzans
- Department of Computer Systems, Faculty of Information Technologies, Latvia University of Agriculture, Jelgava, Latvia
| | - A Zacepins
- Department of Computer Systems, Faculty of Information Technologies, Latvia University of Agriculture, Jelgava, Latvia
| | - A Kviesis
- Department of Computer Systems, Faculty of Information Technologies, Latvia University of Agriculture, Jelgava, Latvia
| | | | - J Meitalovs
- Department of Computer Systems, Faculty of Information Technologies, Latvia University of Agriculture, Jelgava, Latvia
- Corresponding author
| | - L Paura
- Department of Control Systems, Faculty of Information Technologies, Latvia University of Agriculture, Jelgava, Latvia
| | - N Bulipopa
- Department of Computer Systems, Faculty of Information Technologies, Latvia University of Agriculture, Jelgava, Latvia
| | - M Liepniece
- Institute of Agrobiotechnology, Faculty of Agriculture, Latvia University of Agriculture, Jelgava, Latvia
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47
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Abstract
Beekeeping had its origins in honey hunting-the opportunistic stealing of honey from wild honey bee nests. True beekeeping began when humans started providing artificial cavities within which the bees could build comb for the queen to lay her eggs and the workers could process honey. By 2450 BCE, the Egyptians had developed sophisticated apiculture, and, within two millennia, beekeeping with horizontal hives had spread throughout the Mediterranean. During Europe's Middle Ages, honey and wax became important commodities for trade, and beekeeping in skep, log, box, and tree hives flourished to meet the demand. Other species of honey bees contributed to the development and spread of beekeeping in Asia beginning around 300 BCE. Meanwhile, beekeeping evolved independently in Mesoamerica with the stingless bee Melipona beecheii, as documented by archaeological finds and written accounts that survived Spanish conquest.
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Affiliation(s)
- Gene Kritsky
- Department of Biology, Mount St. Joseph University, Cincinnati, Ohio 45233;
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48
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Boyle NK, Pitts-Singer TL. The Effect of Nest Box Distribution on Sustainable Propagation of Osmia lignaria (Hymenoptera: Megachilidae) in Commercial Tart Cherry Orchards. J Insect Sci 2017; 17:3074742. [PMID: 28365763 PMCID: PMC5416879 DOI: 10.1093/jisesa/iex008] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/21/2016] [Accepted: 01/24/2017] [Indexed: 06/07/2023]
Abstract
The blue orchard bee, Osmia lignaria (Say), is a solitary bee that is an excellent pollinator of tree fruit orchards. Due to the annual rising costs of honey bee hive rentals, many orchardists are eager to develop management tools and practices to support O. lignaria as an alternative pollinator. Establishing O. lignaria pollination as a sustainable industry requires careful consideration of both bee and orchard management. Here, we test the effect of artificial nest box distribution on in-orchard propagation of O. lignaria in Utah commercial tart cherry orchards. Two nest box distributions were compared across three paired, 1.2-ha plots. One distribution, traditionally employed by O. lignaria consultants, included a centrally located tote for mass-nesting with smaller, surrounding 'satellite' nest boxes at orchard margins. The other distribution was composed of smaller, more equally distributed nest boxes throughout the 1.2-ha plots. Significantly higher propagation of O. lignaria was observed in the latter nest box distribution, although all treatments resulted in bee return exceeding the number of bees initially released. These findings provide support for the use of O. lignaria in tart cherry orchards, and demonstrate how simple changes to bee set-up and management can influence propagation efforts.
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Affiliation(s)
- N K Boyle
- Bee Biology and Systematics Laboratory, USDA-ARS-PIRU, 1410 N 800 E, Logan, UT 84341
| | - T L Pitts-Singer
- Bee Biology and Systematics Laboratory, USDA-ARS-PIRU, 1410 N 800 E, Logan, UT 84341
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49
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Reade AJ, Naug D. Inter-individual variation in nutrient balancing in the honeybee (Apis mellifera). J Insect Physiol 2016; 95:17-22. [PMID: 27614177 DOI: 10.1016/j.jinsphys.2016.09.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/22/2016] [Revised: 09/01/2016] [Accepted: 09/02/2016] [Indexed: 06/06/2023]
Abstract
The Geometric Framework approach in nutritional ecology postulates that animals attempt to balance the consumption of different nutrients rather than simply maximizing energetic gain. The intake target with respect to each nutrient maximizes fitness in a specific dimension and any difference between individuals in intake target therefore represents alternative behavioral and fitness maximization strategies. Nutritional interactions are a central component of all social groups and any inter-individual variation in intake target should therefore have a significant influence on social dynamics. Using the honeybee colony as an experimental model, we quantified differences in the carbohydrate intake target of individual foragers using a capillary feeder (CAFE) assay. Our results show that the bees did not simply maximize their net energetic gain, but combined sugar and water in their diet in a way that brought them to an intake target equivalent to a 33% sucrose solution. Although the mean intake target with respect to the nutrients sucrose and water was the same under different food choice regimens, there was significant inter-individual variation in intake target and the manner in which individuals reached this target, a variation which suggests different levels of tolerance to nutrient imbalance. We discuss our results in the context of how colony performance may be influenced by the different nutrient balancing strategies of individual members and how such nutritional constraints could have contributed to the evolution of sociality.
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Affiliation(s)
- Abbie J Reade
- Department of Biology, Colorado State University, Fort Collins, CO 80523, USA.
| | - Dhruba Naug
- Department of Biology, Colorado State University, Fort Collins, CO 80523, USA.
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50
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Maeda T, Sakamoto Y. Field application of menthol for Japanese honey bees, Apis cerana japonica (Hymenoptera: Apidae), to control tracheal mites, Acarapis woodi (Acari: Tarsonemidae). Exp Appl Acarol 2016; 70:299-308. [PMID: 27497591 DOI: 10.1007/s10493-016-0072-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/03/2016] [Accepted: 07/09/2016] [Indexed: 06/06/2023]
Abstract
The first record of tracheal mites, Acarapis woodi, in Japan was made in 2010. These mites have since caused serious damage to the colonies of Japanese honey bees, Apis cerana japonica. In the present study, to control the mites on Japanese honey bees with l-menthol, an agent used for European honey bees, Apis mellifera, we investigated (1) the seasonality of menthol efficacy, (2) the overwintering mortality of menthol-treated colonies, and (3) the menthol residue in honey under field conditions in cooperation with private beekeepers of Japanese honey bees. Seasonal menthol efficacy was tested by applying 30 g of l-menthol for 1 month in different seasons. Mite prevalence was measured by dissecting the honey bee thorax. Overwintering mortality was monitored during winter after checking the mite prevalence in autumn, and was compared with that of untreated colonies reported in our previous study. The residual level of menthol in honey was measured by GC-MS. The results showed that the menthol-treated colonies had a smaller rate of increase in mite prevalence than the untreated colonies. The effects of menthol were highest in March and April. The winter mortality was depressed by menthol treatment. Honey samples extracted from the menthol-treated colonies included 0.4 ppm of menthol residue on average. Our findings suggest that menthol treatment is effective for controlling the tracheal mites on Japanese honey bees.
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Affiliation(s)
- Taro Maeda
- Institute of Agrobiological Sciences, National Agriculture and Food Research Organization, 1-2 Ohwashi, Tsukuba, Ibaraki, 305-0851, Japan.
| | - Yoshiko Sakamoto
- National Institute for Environmental Studies, 16-2 Onogawa, Tsukuba, Ibaraki, 305-8506, Japan
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