Use of fuzzy logic to optimize fertilizer application on radish
Vol 5, Issue 2, 2022
VIEWS - 1769 (Abstract)
Abstract
The objective of this study was to develop a model based on fuzzy rules to evaluate the effects caused by varying the dosages of two soil fertilizers (mineral and organic) on root diameter. Fuzzy logic is a method that presents a language, more appropriate to day-to-day life, as the sky is a bit cloudy. For the input variables of this system the mineral and an organic fertilizer were used, for the output the root diameter, in cm. After optimization of the input rules, it can be seen that for the application of the fertilizers (mineral and organic) the best dosages were from 15 to 60 and 20 to 60 g·m-2, respectively. With this application of fuzzy rules in real data, it is possible to take these benefits to those involved in the production chain of radish, resulting in a reduction in the dosages of products and improving its final profitability.
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1. Brasil. Produto Interno Bruto—PIB (Portuguese) [Gross Domestic Product (GDP)] [Internet]. Available from: https://www.gov.br/fazenda/pt-br/centrais-de-conteudos/publicacoes/conjuntura-economica/atividade-economica/2021/pib-brasil-4tri2020-ibge-resultados-spe.pdf.
2. CEPEA. PIB do agronegócio alcança participação de 26,6% no PIB brasileiro em 2020 (Portuguese) [Agribusiness GDP reaches 26.6% of the Brazilian GDP in 2020] [Internet]. Piracicaba: 2021. Available from: https://www.cnabrasil.org.br/boletins/pib-do-agronegocio-alcanca-participacao-de-26-6-no-pib-brasileiro-em-2020.
3. Da Silva AFA, Souza ÊGF, Barros AP, et al. Agronomic performance in radish fertilised with Calotropis procera (Ait.) R. Br. in two growing seasons. Revista Ciência Agronômica 2017; 48(2): 328–336.
4. Godinho EZ, Gasparotto HV. Response of carrotto the use of different soil fertilizers. Brazilian Journal of Development 2021; 7(3): 27052–27059. doi: 10.34117/bjdv7n3-420.
5. Ferreira RLF, Galvão RO, Miranda Junior EB, et al. Organic cropping of radish in no-tillage under died and live mulching. Horticultura Brasileira 2011; 29(1): 299–303.
6. Silva PP, Ferreira RS, Teodoro PE, et al. Response of Brachiaria brizantha at doses of poultry biofertilizers. Arquivos do Instituto Biológico 2014; 81(3): 286–289. doi: 10.1590/1808-1657001282012.
7. Godoy FO. Godinho EZ, Daltin RS, et al. Use of fuzzy logic applied to solar energy. Cadernos de Ciência & Tecnologia 2020; 37(2): e26663. doi: 10.35977/0104-1096.cct2020.v37.26663.
8. Caneppele FL, Godinho EZ, Zuin LFS, et al. Application of fuzzy logic in strawberry development in western Paraná. Revista Sodebras 2021; 16(184): 2019–2022.
9. Chenci GP, Rignel DGS, Lucas CA. Uma introdução á lógica Fuzzy (Portuguese) [An introduction to Fuzzy logic]. Revista Eletrônica de Sistemas de Informação e Gestão Tecnológica 2011; 1(1): 17–28.
10. Putti FF, Gabriel Filho LRA, Gabriel CPC, et al. A Fuzzy mathematical model to estimate the effects of global warming on the vitality of Laelia purpurata orchids. Mathematical Biosciences 2017; 288: 124–129.
11. Godinho EZ, Caneppele FL. Efeito da nutrição (Portuguese) [Effect of nutrition]. Revista Cultivar Grandes Culturas 2019; 1(241): 20–23.
12. Tsai W, Lin Y, Tsai C, et al. Conversion of water caltrop husk into torrefied biomass by torrefaction. Energy 2020; 195: 116967.
13. Cremasco CP, Roberto L, Gabriel A. Methodology of determination of membership functions of fuzzy controllers for energy evaluation of companies of position poultry. Energia na Agricultura 2010; 25(1): 21–39. doi: 10.17224/EnergAgric.2010v25n1p21-39.
14. Godinho EZ, Santos AKO, Rockenbach B, et al. Beetle’s response to mineral and organizational fertilizing application in summer cultivation. Revista Agropampa 2019; 2(2): 238–248.
DOI: https://doi.org/10.24294/th.v5i2.1828
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