Research Article
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Year 2023, , 216 - 233, 30.09.2023
https://doi.org/10.53391/mmnsa.1332893

Abstract

References

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A harmonic oscillator model of atmospheric dynamics using the Newton-Kepler planetary approach

Year 2023, , 216 - 233, 30.09.2023
https://doi.org/10.53391/mmnsa.1332893

Abstract

Projection of future meteorological patterns such as median temperature and precipitation are necessary for governments to facilitate civil aviation, forecast agricultural productions, and advise future public energy policies. Various models were proposed based on historical data such as the short-term 7-day forecast or the long-term Global Forecast System to study climate change over the coming decades. We strike a balance by examining the harmonic oscillator model in mid-term weather projections. This model is the starting point to provide general mathematical guidelines to inform governmental agencies to forecast levels of energy consumptions for residential cooling in summer and heating in winter to provide energy subsidies for low-income populations and for non-profit organizations to support countries needing energy assistance. Additionally, mid-term meteorological models are especially useful during time of global energy disruptions. A model is derived based on orbital mechanics, planetary science, and astronomy using Newton’s Law of Universal Gravitation and Kepler’s Laws of Planetary Motions. We optimize the model with historical data on a specific region. The model’s predictions were then statistically compared with the actual data in the same time period in the region in a reverse goodness of fit test. We also gave certain directions on the generalized harmonic oscillator model in the future. In sum, the current harmonic oscillator method can be beneficially utilized by governments to forecast natural phenomena in order to provide timely assistance to respective populations such as in the control of infectious diseases or predicting extreme temperature fluctuations in the planning of agricultural productions.

References

  • Yilmaz, B. Generative adversarial network for load data generation: Tükiye energy market case. Mathematical Modelling and Numerical Simulation with Applications, 3(2), 141-158, (2023).
  • Koshkin, S. and Meyers, I. Harmonic oscillators of mathematical biology: many faces of a predator-prey model. Mathematics Magazine, 95(3), 172-187, (2022).
  • Arpa, E.M. and Durbeej, B. HOMER: a reparameterization of the harmonic oscillator model of aromaticity (HOMA) for excited states. Physical Chemistry and Chemical Physics, 4(25), 95-127, (2023).
  • Özdemir, S.K., Liu Y., Miranowicz, A. and Imoto, N. Kraus representation of a damped harmonic oscillator and its application. Physical Review A, 70(4), 54-92, (2004).
  • Kiselyov, V.V., Versteyhe, S., Gauguin, L. and De Meyts, P. Harmonic oscillator model of the insulin and IGF1 receptors’ allosteric binding and activation. Molecular Systems Biology, 5(243), 773-806, (2009).
  • Mishra, V., Nakul, N. and Adlakha, N. Finite volume simulation of calcium distribution in a cholangiocyte cell. Mathematical Modelling and Numerical Simulation with Applications, 3(1), 17-32, (2023).
  • Shah, N.A., Popoola, A.O., Oreyeni, T., Omokhuale, E. and Altine, M.M. A modelling of bioconvective flow existing with tiny particles and quartic autocatalysis reaction across stratified upper horizontal surface of a paraboloid of revolution. Mathematical Modelling and Numerical Simulation with Applications, 3(1), 74-100, (2023).
  • Orhan, H. and Yavsan, E. Artificial intelligence-assisted detection model for melanoma diagnosis using deep learning techniques. Mathematical Modelling and Numerical Simulation with Applications, 3(2),159-169, (2023).
  • Joshi, H., Yavuz, M. and Stamova, I. Analysis of the disturbance effect in intracellular calcium dynamic on fibroblast cells with an exponential kernel law. Bulletin of Biomathematics, 1(1), 24-39, (2023).
  • Current Results weather and science facts. New York City Temperatures: Averages by Month https://www.currentresults.com/Weather/NewYork/Places/new-york-city-temperatures-bymonth-average.php, Access Date: 25th April 2023.
  • Ahmed, I., Akgül, A., Jarad, F., Kumam, P., and Nonlaopon, K. A Caputo-Fabrizio fractionalorder cholera model and its sensitivity analysis. Mathematical Modelling and Numerical Simulations with Applications, 3(2), 170-187, (2023).
  • Wheatcraft, S.W. and Meerschaert, M.M. Fractional conservation of mass. Advances in Water Resources, 31(10), 1377-1381, (2008).
  • Meng, X., Zhang, J.W., Xu, J. and Guo, H. Quantum spatial-periodic harmonic model for daily price-limited stock markets. Physica A: Statistical Mechanics and its Applications, 438, 154-160, (2015).
There are 13 citations in total.

Details

Primary Language English
Subjects Applied Mathematics (Other)
Journal Section Research Articles
Authors

Alexander Munson 0009-0000-6980-9762

Publication Date September 30, 2023
Submission Date July 26, 2023
Published in Issue Year 2023

Cite

APA Munson, A. (2023). A harmonic oscillator model of atmospheric dynamics using the Newton-Kepler planetary approach. Mathematical Modelling and Numerical Simulation With Applications, 3(3), 216-233. https://doi.org/10.53391/mmnsa.1332893


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