The development of a deterministic dengue epidemic model with the influence of temperature: a case study in Malaysia
In this study, a deterministic mathematical model of the dengue transmission is developed by considering the effect of temperature on the transmission dynamics. It has a locally asymptotically stable disease-free equilibrium (DFE) point whenever the basic reproduction number (R0) is less than unity....
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| Format: | Article |
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Elsevier
2021
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| Online Access: | http://psasir.upm.edu.my/id/eprint/95371/ |
| _version_ | 1848862141837213696 |
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| author | Hamdan, Nur ’Izzati Kilicman, Adem |
| author_facet | Hamdan, Nur ’Izzati Kilicman, Adem |
| author_sort | Hamdan, Nur ’Izzati |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | In this study, a deterministic mathematical model of the dengue transmission is developed by considering the effect of temperature on the transmission dynamics. It has a locally asymptotically stable disease-free equilibrium (DFE) point whenever the basic reproduction number (R0) is less than unity. This model has shown a possibility of backward bifurcation, where the stable DFE coexists with a stable endemic equilibrium point when R0 < 1. Using the entomological data of the Aedes mosquito population and the experimental data of the dengue transmission in Malaysia, R0 is evaluated at different temperatures, given that at 32∘C, R0 attain its maximum value. The solutions of the model show an oscillatory behaviour. Although the oscillations are unobservable in the state variable, they are present in the numerical solution. Finally, a fractional analogue of the dengue model is presented, and numerical solutions are performed to make a comparison with the integer-order model. A comparison of the two results reveals that the fractional-order model provides stable solutions as the oscillatory behaviour can be dampened. This paper provides numerical evidence that the dengue virus can spread in temperate areas where it is no longer limited to tropical and subtropical regions, and suggests that the fractional-order approach can be a great alternative in modelling dengue transmission dynamics. |
| first_indexed | 2025-11-15T13:12:19Z |
| format | Article |
| id | upm-95371 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| last_indexed | 2025-11-15T13:12:19Z |
| publishDate | 2021 |
| publisher | Elsevier |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-953712023-01-31T06:54:21Z http://psasir.upm.edu.my/id/eprint/95371/ The development of a deterministic dengue epidemic model with the influence of temperature: a case study in Malaysia Hamdan, Nur ’Izzati Kilicman, Adem In this study, a deterministic mathematical model of the dengue transmission is developed by considering the effect of temperature on the transmission dynamics. It has a locally asymptotically stable disease-free equilibrium (DFE) point whenever the basic reproduction number (R0) is less than unity. This model has shown a possibility of backward bifurcation, where the stable DFE coexists with a stable endemic equilibrium point when R0 < 1. Using the entomological data of the Aedes mosquito population and the experimental data of the dengue transmission in Malaysia, R0 is evaluated at different temperatures, given that at 32∘C, R0 attain its maximum value. The solutions of the model show an oscillatory behaviour. Although the oscillations are unobservable in the state variable, they are present in the numerical solution. Finally, a fractional analogue of the dengue model is presented, and numerical solutions are performed to make a comparison with the integer-order model. A comparison of the two results reveals that the fractional-order model provides stable solutions as the oscillatory behaviour can be dampened. This paper provides numerical evidence that the dengue virus can spread in temperate areas where it is no longer limited to tropical and subtropical regions, and suggests that the fractional-order approach can be a great alternative in modelling dengue transmission dynamics. Elsevier 2021 Article PeerReviewed Hamdan, Nur ’Izzati and Kilicman, Adem (2021) The development of a deterministic dengue epidemic model with the influence of temperature: a case study in Malaysia. Applied Mathematical Modelling, 90. 547 - 567. ISSN 0307-904X; ESSN: 1872-8480 https://www.sciencedirect.com/science/article/pii/S0307904X2030514X?via%3Dihub 10.1016/j.apm.2020.08.069 |
| spellingShingle | Hamdan, Nur ’Izzati Kilicman, Adem The development of a deterministic dengue epidemic model with the influence of temperature: a case study in Malaysia |
| title | The development of a deterministic dengue epidemic model with the influence of temperature: a case study in Malaysia |
| title_full | The development of a deterministic dengue epidemic model with the influence of temperature: a case study in Malaysia |
| title_fullStr | The development of a deterministic dengue epidemic model with the influence of temperature: a case study in Malaysia |
| title_full_unstemmed | The development of a deterministic dengue epidemic model with the influence of temperature: a case study in Malaysia |
| title_short | The development of a deterministic dengue epidemic model with the influence of temperature: a case study in Malaysia |
| title_sort | development of a deterministic dengue epidemic model with the influence of temperature: a case study in malaysia |
| url | http://psasir.upm.edu.my/id/eprint/95371/ http://psasir.upm.edu.my/id/eprint/95371/ http://psasir.upm.edu.my/id/eprint/95371/ |