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Biometry and productivity of Melipona scutelaris bees: a multivariate approach

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Abstract

The objective of this research is to reduce the dimensionality of the set of original variables related to honey production and biometric measurements of stingless bees, eliminating redundant variables and recommending possible variables that should be maintained in future studies. Four collections were performed at 30-day intervals, consisting of the evaluation of each colony, considering the following parameters: honey pot size and volume (HPS and HPV), estimated honey production (EHP), number of combs (NC), average diameter of the combs (DC), comb height (CH), height of brood cells (HBC), number of brood (NB) population (POP) and beeswax brood capping(BBC). Of the 11 principal components generated, the first two were selected because they presented cumulative variation of 80%. The characteristics with the greatest weighting coefficients, in absolute value, in the first component were EHP (0.91), honey pot number (0.80) and HPS (0.78), characterizing CP1 as an index for determining the production of honey. In the second component, the NB and POP had the same weighting coefficient (0.95), which allows us to indicate CP2 as a biometric profile. The variables EHP, HPV, HPS, NB and POP were the most important among the two components selected and should be considered in future studies with Melipona scutellaris.

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References

  • Abdi H, Williams LJ (2010) Principal component analysis. WIREs Comp Stat 2:433–459

    Article  Google Scholar 

  • Alves RMO, Carvalho CAL, Faquinello P, Ledo CAS, Figueiredo L (2012) Parâmetros biométricos e produtivos de colônias de Melipona scutellaris Latreille, 1811 (Hymenoptera: Apidae) em diferentes gerações. Magistra 24:105–111

    Google Scholar 

  • Brito BBP, Faquinello P, Paula-Leite MC, Carvalho CAL (2013) Parâmetros biométricos e produtivos de colônias em gerações de Melipona quadrifasciata anthidioides. Archivos de Zootecnia 62:265–273

    Article  Google Scholar 

  • Finco FDBA, Moura LL, Silva IG (2010) Propriedades físicas e químicas do mel Apis mellifera L. Ciência e Tecnologia de Alimentos 30:706–712

    Article  Google Scholar 

  • Gomes PWP, Souza RF (2016). Aplicação da técnica multivariada PCA e HCA em dados físico e químicos de méis produzidos em Soure e Salvaterra, Marajó, PA 56° Congresso Brasileiro de Química – CBQ, Belém, PA http://wwwabqorgbr/cbq/2016/trabalhos/10/8852-16254html Acessed 14 May 2019

  • Gomes VV, Dourado GS, Lima AKO, Silva D, S, Bandeira AMP, Vasconcelos AA, Taube PS (2017) Evaluation of the quality of Honey Commercialized in Western Pará, Brazil. Revista Virtual de Química 9:815–826

  • Hoteling H (1933) Analysis of a complex of statistical variables into principal components. The Journal Educational Psychology 24:498–520

    Article  Google Scholar 

  • Ihering HÁ (1932) Uruçu na Apicultura Nordestina. Chácaras e Quintais 46:292–296

    Google Scholar 

  • Johson RA, Wichern DW (2007) Applied multivariate statistical analysis, 6th edn. Pearson Education, Inc

    Google Scholar 

  • Kaiser HF (1960) The application of electronic computers to factor analysis. Educational and Psychological Measurement 20:141–151

    Article  Google Scholar 

  • Karlsson A (1992) The use of principal component analysis (PCA) for evaluation results from pig meat quality measurements. Meat Sci 31:423–433

    Article  CAS  PubMed  Google Scholar 

  • Khattree R, Naik DN (2000) Multivariate data reduction and discrimination with SAS software. SAS Institute Inc. p, Cary, p 542

    Google Scholar 

  • Michener CD (2013). The Meliponini. In: VIT, P.; PEDRO, S. R. M.; ROUBIK, D. H. (orgs.). Pot-honey: um legacy of stingless bees. New York: Springer, p. 3-17

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Acknowledgments

The authors would like to thank CNPq for financing the project and the Federal University of Paraíba - Brazil (UFPB).

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Correspondence to Neila Lidiany Ribeiro.

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da Cruz Silva, M., Neto, J.P.L., Ribeiro, N.L. et al. Biometry and productivity of Melipona scutelaris bees: a multivariate approach. Int J Trop Insect Sci 40, 1113–1117 (2020). https://doi.org/10.1007/s42690-020-00140-9

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  • DOI: https://doi.org/10.1007/s42690-020-00140-9

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