Ricardo Oses Rodriguez*, Claudia Oses Llanes and Rigoberto Fimia Duarte
Volume2-Issue10
Dates: Received: 2021-10-20 | Accepted: 2021-10-28 | Published: 2021-10-30
Pages: 1059-1066
Abstract
In this work, 8 weather variables were modeled at the Yabu meteorological station, Cuba, a daily database from the Yabu meteorological station, Cuba, of extreme temperatures, extreme humidity and their average value, precipitation, was used. The force of the wind and the cloudiness corresponding to the period from 1977 to 2021, a linear mathematical model is obtained through the methodology of Regressive Objective Regression (ROR) for each variable that explains their behavior, depending on these 15, 13, 10 and 8 years in advance. It is concluded that these models allow the long-term forecast of the weather, opening a new possibility for the forecast, concluding that the chaos in time can be overcome if this way of predicting is used, the calculation of the mean error regarding the forecast of persistence in temperatures, wind force and cloud cover, while the persistence model is better in humidity, this allows to have valuable information in the long term of the weather in a locality, which results in a better decision making in the different aspects of the economy and society that are impacted by the weather forecast. It is the first time that an ROR model has been applied to the weather forecast processes for a specific day 8, 10, 13 and 15 years in advance.
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DOI: 10.37871/jbres1348
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Copyright
© 2021 Rodriguez RO, et al. Distributed under Creative Commons CC-BY 4.0
How to cite this article
Rodriguez RO, Llanes CO, Duarte RF. How the Chaos Theory is Defeated in the Yabu Meteorological Station, Cuba. J Biomed Res Environ Sci. 2021 Oct 30; 2(10): 1059-1066. doi: 10.37871/jbres1348, Article ID: JBRES1348, Available at: https://www.jelsciences.com/articles/jbres1348.pdf
Subject area(s)
University/Institute
References
- Dagogo J, Nduka EC, Ogoke. Comparative analysis of richards, gompertz and weibull models. IOSR Journal of Mathematics. 2020;16(1):15-20. https://tinyurl.com/nkxffwz6
- Ghanim AA. Statistical modeling of the novel COVID-19 epidemic in Iraq. Epidemiologic Methods. 2020. https://tinyurl.com/4k6tsuxt
- Álvarez ML, Rodríguez R, Fimia DR, Rodríguez BC, Iannacone J, Zaita F. The regressive objective regression is more than just a blanket for viruses circulating in the province of Villa Clara, Cuba. The Biologist. 2017;15:127.
- Rodríguez, Llanes, Duarte, Meneses, Iannacone, Santos, Wilford G. Age prediction for covid-19 suspects and contacts in villa clara province, cuba age prediction. 2021;6(4):41-51. https://tinyurl.com/fr3js658
- Rodríguez, Duarte, Llanes, Gavilanes, Zambrano, González M. Forecast of new and deceased cases of covid-19 in cuba with an advance of 105 days. Acta Scientific Sciences. 2021;3(7):31-36. https://tinyurl.com/9km24scs
- Rodriguez, Martinez. Mathematical modeling and forecast 11 years in advance of the dumping of sand in varadero beach, cuba, using the regressive objective regression (ROR) methodology. Journal of Engineering and Applied Sciences Technology. 2021;3(1):1-3. https://tinyurl.com/4j7789k6
- Fimia RD, Rodríguez RO, González, Contreras M, Martín M. The killer whale entomaphones and copepods of biological control alternatives have mathematical modeling in Cuba's central provinces. Anales de la Academia de Ciencias de Cuba. 2020;10(3).
- Rodríguez, Fernández, González, Duarte. Studio of provincial provincial electric consumption of villa clara and its province 2019-2023 cuba. Scientific Review of Renewable Energy Resources. 2018.
- Ricardo Oses Rodríguez, Humberto Machado Fernández, González, Duarte. Studio of electric consumption of cala of villa clara and its prostitutional diario in largo plazo 2019-2020. Cuba. Scientific review of renewable energy sources. 2019.
- Rodríguez, Duarte, González, Martínez, Cabrera, Padrón. Long term forecast of meteorological variables in sancti spiritus. Cuba applied ecology and environmental sciences. 2014;2(1):37-42. https://tinyurl.com/y8cxhhtr
- Wilks SD. Statistical methods in the atmospheric sciences. An introduction. International Geophysics Series. 1987;59:255- 256. https://tinyurl.com/2b7h32pn
- Rodríguez, Freyre, Duarte, Llanes, Aleman, Gálvez, Martinez, Marrero. Modulatión of the quantity of deceased and revenues for stroke in sagua la grande, villa clara, cuba. Impact of the climate. 2019;7(2).
- Duarte, Rodríguez, Elbal, Wilfrido Cárdenas, Boffill, Pedro. In function of mathematical modeling and atmospheric pressure in villa clara, cuba. Revista De La Facultad De Medicina De La Universidad Nacional De Colombia. 2020.
- Llanes CO, Rodríguez RO, Duarte RF, Gavilanes MPZ, Wilford. Comparison of linear ROR vs non linear weibull model for COVID-19 in Iraq. HJAMR. 2020;2(5). https://tinyurl.com/a8yzmkz