Original Research Article

Article volume = 2023 and issue = 1

Pages: 29–38

Article publication Date: November 21, 2022

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Dengue Disease Prediction with Seasonality of Environmental Factors

Piyumi Chathurangik, Kushani De Silva, and S.S.N. Perera

Research & Development Center for Mathematical Modeling, Department of Mathematics, University of Colombo, Sri Lanka.

Abstract:

Dengue is a public health problem to many of the tropical countries. The dengue threat in Sri Lanka has a significant social and economic impact on the country and hence predicting dengue cases in the immediate future is of utmost importance. It is believed that the dengue mosquito breeding is highly affected by environmental factors. In this study, dengue cases are predicted based on environmental factors and the study is narrowed down to Colombo municipal council area, at which the most dengue cases are reported island-wide.

Keywords:

Wavelet Analysis, Principal Component Analysis, Principal Component Regression Analysis, per capita vector density.

References:
  • [1] Chaiphongpachara, Tanawat, et al. Environmental factors associated with mosquito vector larvae in a malariaendemic area in ratchaburi province, Thailand The Scientific World Journal 2018 (2018). 3
  • [2] Chen, Szu-Chieh, and Meng-Huan Hsieh. Modeling the transmission dynamics of dengue fever: implications of temperature effects. Science of the total environment 431 (2012): 385-391. 1
  • [3] Coudeville, Laurent, Nicolas Baurin, and Elisabeta Vergu. Estimation of parameters related to vaccine efficacy and dengue transmission from two large phase III studies. Vaccine 34.50 (2016): 6417-6425. 3
  • [4] Van den Driessche, Pauline, and James Watmough. Reproduction numbers and sub-threshold endemic equilibria for compartmental models of disease transmission. Mathematical biosciences 180.1-2 (2002): 29-48. 1
  • [5] Erandi, K. K. W. H., S. S. N. Perera, and A. C. Mahasinghe. Analysis and forecast of dengue incidence in urban Colombo, Sri Lanka. Theoretical Biology and Medical Modelling 18.1 (2021): 1-19. 1, 2, 1, 2
  • [6] Jolliffe, Ian T., and Jorge Cadima. Principal component analysis: a review and recent developments. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences 374.2065 (2016): 20150202. 3.2
  • [7] Khatua, Anupam, and Tapan Kumar Kar. Dynamical behavior and control strategy of a dengue epidemic model. The European Physical Journal Plus 135.8 (2020): 1-22. 1
  • [8] National Dengue Control Unit, National Action Plan on Prevention and Control of Dengue 2019 - 2023, National Dengue Control Unit, Ministry of Health, Nutrition and Indigenous Medicine, 2019. 1
  • [9] Rather, Irfan A., et al. Prevention and control strategies to counter dengue virus infection. Frontiers in cellular and infection microbiology 7 (2017): 336. 1
  • [10] Syafruddin, Side, and M. S. M. Noorani. SEIR model for transmission of dengue fever in Selangor Malaysia. International Journal of Modern Physics Conference Series. Vol. 9. 2012. 1
  • [11] Torrence, Christopher, and Gilbert P. Compo. A practical guide to wavelet analysis. Bulletin of the American Meteorological society 79.1 (1998): 61-78. 3.1
  • [12] Tran, Bao-Linh, et al. Estimating the threshold effects of climate on dengue: a case study of Taiwan. International journal of environmental research and public health 17.4 (2020): 1392. 3.1
  • [13] Google. (n.d.). National Dengue Control Unit. Retrieved November 2, 2022, from https://datastudio.google.com/reporting/95b978f1-5c1a-44fb-a436-e19819e939c0/page/XRtTB 1
  • [14] World Health Organization. (n.d.). Dengue and severe dengue. World Health Organization. Retrieved October 29, 2022, from https://www.who.int/news-room/fact-sheets/detail/dengue-and-severe-dengue 1
Cite this article as:
  • Piyumi Chathurangik, Kushani De Silva, and S.S.N. Perera, Dengue Disease Prediction with Seasonality of Environmental Factors, Communications in Combinatorics, Cryptography & Computer Science, 2023(1), PP.29–38, 2022
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