Statistical process control in spraying using unmanned aerial vehicle in conilon coffee crop
Keywords:
Deposition, runoff, application technologyAbstract
Statistical Process Control is an important tool for detecting and adjusting the improvement of variability and increasing the quality of agricultural sprays. The objective of this work was to evaluate the quality and variability, through statistical process control, of the deposition of sprayed syrup on the leaves of the coffee tree and the loss to the soil, promoted by the application with Unmanned Aerial Vehicle at different heights of spraying on two Conilon coffee genotypes.
The experiment was carried out in a Conilon coffee plantation in 2018, with a completely randomized design in a factorial scheme 3 x 2 factorial scheme, with three flight operating heights in relation to the coffee canopy (1.0, 1.5 and 2.0 m) and two genotypes of conilon coffee (A1 and Bamburral), with 12 repetitions per treatment. Was used spectrophotometry to quantify, by, the syrup deposits on the leaves of the upper and lower part and the runoff on the soil. The statistical quality of the sprayings was evaluated, using statistical process control. Through the control charts, no non-random patterns were detected within the treatments, ensuring the good quality of the applications carried out in the coffee culture. All treatments were within the limits, but at the 1.0 m flight height and the A1 genotype, they showed the best results of upper and lower deposition.
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Alvares, C. A., Stape, J. L., Sentelhas, P.C., & Gonçalves, J. L. M. (2013). Modeling monthly mean air temperature for Brazil. Theor. Appl. Climatol. 13, 407-427. doi:https://doi.org/ 10.1007/s00704-012-0796-6
Conab. Companhia Nacional de Abastecimento. (2018 ). Acompanhamento da Safra Brasileira de Café. v. 5 Safra 2018, n. 4, Quarto Levantamento, Dezembro/2018. Brasília, 1-80.
Cunha, P. B., Castro, M. S., Costa, A. G., Barros, M. M., Machado, T. A., Honorato, L. P., & Duarte, C. M. (2018). Controle estatístico de processo (CEP) aplicado na colheita mecanizada do sorgo. Revista Brasileira de Milho e Sorgo, 17(3), 490-501. doi: https://doi.org/10.18512/1980-6477/rbms.v17n3p490-501
Gao, Y., Zhang, Y., Zhao, Y., Li, X., Yang, D., & Yuan, H. (2013). Primary studies on spray droplet distribution and control effects of aerial spraying using unmanned aerial vehicle (UAV) against the corn borer. Plant Protection Science. 39, 152-157. Recuperado de http://search.cnki.net/down/default.aspx?filename=ZWBH201302033&dbcode=CJFD&year=2013&dflag=pdfdown
Giles, J. A. D., Partelli, F. L., Ferreira, A., Rodrigues, J. P., Oliosi, G., & Silva, F. H. L. (2018). Genetic diversity of promising ‘Conilon’ coffee clones based on morpho-agronomic variables. Anais da Academia Brasileira de Ciências. 90(2, Suppl. 1), 2437-2446. doi:https://doi.org/10.1590/0001-3765201820170523
Gitirama Neto, J, Cunha, J. A. R, Marques, R. S., Lasmar, O., & Borges, E. B. (2016). Deposição de calda promovida por pulverizadores empregados na cafeicultura de montanha. Coffee Science, 11(2), 267-275. Recuperado de http://www.sbicafe.ufv.br/handle/123456789/8071
Gupta, C. P., & Duc, T. X. (1996). Deposition studies of a handheld air assisted electrostatic sprayer. Transactions of the ASAE, 39(5), 1633-1639. Recuperado de https://elibrary.asabe.org/login.asp?search=0&JID=3&AID=27679&CID=t1996&v=39&i=5&T=2
Jorge, L. A. C., Brandão, Z. N., & Inamasu, R. Y. (2014). Insights and recommendations of use of UAV platforms in precision agriculture in Brazil. SPIE Remote Sensing, 9239, 18p. doi:https://doi.org/10.1117/12.2067450
Mingoti, S. A., & Fidelis, M. T. (2001). Aplicando a geoestatística no controle estatístico de processo. Revista Produto & Produção, 5(2), 55-70. Recuperado de http://www.est.ufmg.br/estatistica_industrial/artigo_geoestatistica_produto_revisado_final.pdf
Montgomery, D. C. (2008). Introduction to statistical quality control. 6th ed. New York: J. Wiley, p.734.
Noronha, R. H. F., Silva, R. P. da, Chioderoli, C. A., Santos, E. P. dos, & Cassia, M. T. (2011). Controle estatístico aplicado ao processo de colheita mecanizada diurna e noturna de cana-de-açúcar. Bragantia, 70(4), 931-938. doi: https://doi.org/10.1590/S0006-87052011000400028
Nuyttens, D., Schampheleire, M. de, Brusselman, E., Dekeyser, D., & Verboven, P. (2011). Drift from field crop sprayers using an integrated approach: results of a five-year study. Transactions of the ASABE, 54, 403-408. Recuperado de https://elibrary.asabe.org/login.asp?search=0&JID=3&AID=36442&CID=t2011&v=54&i=2&T=2
Pederi, Y. A., & Cheporniuk, H. S. (2015). Unmanned aerial vehicles and new technological methods of monitoring and crop protection in precision agriculture. In: Actual Problems of Unmanned Aerial Vehicles Developments (APUAVD), IEEE International Conference, p. 298-301.
Pergher, G., Gubiani, R., & Tonetto, G. (1997). Foliar deposition and pesticide losses from three air-assisted sprayers in a hedgerow vineyard. Crop Protection, 16(1), 25-33. doi:https://doi.org/10.1016/S0261-2194(96)00054-3
Pimentel G. F. (2009). Curso de estatística experimental. 15.ed. Piracicaba: FEALQ, 451p.
Qin, W. C., Qiu, B. J., Xue, X. Y., Chen, C., Xu, Z. F., & Zhou, Q. Q. (2016). Droplet deposition and control effect of insecticides sprayed with an unmanned aerial vehicle against plant hoppers. Crop Protection, 85, 79-88. doi:https://doi.org/10.1016/j.cropro.2016.03.018
R Development Core Team (2010). R: a language and environment for statistical computing. Vienna: R Foundation for Statistical Computing, Recuperado de http://www.R-project.org>
Silva, J. E. R., Cunha, J. P. A. R., Siqueira, Q., & Nomelini, S. (2016). Controle estatístico de processo em pulverização hidropneumática na cultura do café. Coffee Science, 11(1), 11-21. Recuperado de http://tot.dti.ufv.br/bitstream/handle/123456789/8168/Coffee%20Science_v11_n1_p11-21_2016.pdf?sequence=1&isAllowed=y
Suguisawa, J. M., Franco, F. N., Silva, S. S. S., & Peche Filho, A. (2007). Qualidade da aplicação de herbicida em lavoura de trigo. Engenharia Agrícola, Jaboticabal, 27, 41-47. Recuperado de https://www.scielo.br/pdf/eagri/v27nspe/07.pdf
Tang, Y., Hou, C. J., Luo, S. M., Lin, J. T., Yang, Z., & Huang, W. F. (2018). Effects of operation height and tree shape on droplet deposition in citrus trees using an unmanned aerial vehicle. Computers and Electronics in Agriculture, 148, 1-7. doi:https://doi.org/10.1016/j.compag.2018.02.026
Tavares, T. O., Santinato, F., Silva, R. P., Voltarelli, M. A., Paixão, C. S. S., & Santinato, R. (2015). Qualidade do recolhimento mecanizado do café. Coffee Science, 10(4), 455-463. Recuperado de http://sbicafe.ufv.br/bitstream/handle/123456789/8148/Coffee%20Science_v10_n4_p455-463_2015.pdf?sequence=1&isAllowed=y
Xiongkui, H., Bonds, J., Herbst, A., & Langenakens, J. (2017). Recent development of unmanned aerial vehicle for plant protection in East Asia. Int. Journal of Agricultural and Biological Engineering, 10, 18–30. Recuperado de https://ijabe.org/index.php/ijabe/article/view/3248/pdf
Xue, X. Y., Tu, K., Qin, W. C., Lan, Y. B., & Zhang, H. H. (2014). Drift and deposition of ultra-low altitude and low volume application in paddy field. Int. Journal of Agricultural and Biological Engineering, 7(4), 23-28. Recuperado de https://ijabe.org/index.php/ijabe/article/view/935/pdf
Zheng, Y., Yang, S., Zhao, C., Chen, L., Lan, Y., & Yu, T. (2017). Modelling operation parameters of UAV on spray effects at different growth stages of corns. Int: Journal of Agricultural and Biological Engineering. 10, 57–66. Recuperado de https://ijabe.org/index.php/ijabe/article/view/2578/pdf
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