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Spatiotemporal analysis of dengue outbreaks in Samanabad town, Lahore metropolitan area, using geospatial techniques

  • Shakeel MahmoodEmail author
  • Ahtisham Irshad
  • Jan Mohammad Nasir
  • Faiza Sharif
  • Shahid Hussain Farooqi
Article

Abstract

Dengue is endemic to Pakistan with its usual peak incidence in the post-monsoon period. In the last decade, dengue outbreaks have occurred in major urban areas particularly Karachi and Lahore, affecting large numbers of people. This study is an attempt to analyze the spatiotemporal variation of dengue fever (DF) in Samanabad town, Lahore metropolitan area. The study is based on secondary data, acquired from concerned government departments. Point level geo-coding is used to transform the relative location to the absolute location using Google Earth, and Global Position System (GPS) is used to validate the geo-coded location. Geographic information system (GIS) has been used to perform spatial analysis. It has been found that temporally DF prevalence varies from month to month and year to year. Major outbreak was observed in the year 2013 with more than 900 confirmed DF cases. Rainfall, temperature, and humidity have played a central role in outbreaks. The land cover pattern and population density further intensified the outbreak. Spatially, the number of DF incidence was high in those localities where the entire land is built-up and with little/no green space areas. Analysis reveals that DF is still a major threat to the area as socioeconomic and geographic conditions favor vector breeding and transfer of disease from one person/place to another. This study presents useful information regarding spatiotemporal patterns of dengue outbreak and may bring the attention of public health departments to formulate dengue-combating strategies. The methodology is general for spatiotemporal analysis and can be applied to other infectious diseases as well.

Keywords

Dengue Land cover Spatiotemporal GIS Mapping Lahore 

Notes

References

  1. Amarasinghe, A., Kuritsky, J. N., Letson, G. W., & Margolis, H. S. (2011). Dengue virus infection in Africa. Emerging Infectious Diseases, 17(8), 1349–1354.Google Scholar
  2. Assir, M. Z. K., Ahmad, H. I., Masood, M. A., Kamran, U., & Yusuf, N. W. (2014). Deaths due to dengue fever at a tertiary care hospital in Lahore, Pakistan. Scandinavian Journal of Infectious Diseases, 46(4), 303–309.CrossRefGoogle Scholar
  3. Balmaseda, A., Hammond, S. N., Perez, L., Tellez, Y., Saborio, S. I., Mercado, J. C., et al. (2006). Serotype-specific differences in clinical manifestations of dengue. The American Journal of Tropical Medicine and Hygiene, 74(3), 449–456.CrossRefGoogle Scholar
  4. Cheong, Y. L., Leitão, P. J., & Lakes, T. (2014). Assessment of land use factors associated with dengue cases in Malaysia using boosted regression trees. Spatial and Spatio-Temporal Epidemiology, 10, 75–84.CrossRefGoogle Scholar
  5. Fareed, N., Ghaffar, A., & Malik, T. S. (2016). Spatio-temporal extension and spatial analyses of dengue from Rawalpindi, Islamabad and Swat during 2010–2014. Climate, 4(2), 23.Google Scholar
  6. Fatima, S. H., Atif, S., Rasheed, S. B., Zaidi, F., & Hussain, E. (2016). Species distribution modelling of Aedes aegypti in two dengue endemic regions of Pakistan. Tropical Medicine & International Health, 21(3), 427–436.CrossRefGoogle Scholar
  7. Hales, S., De Wet, N., Maindonald, J., & Woodward, A. (2002). Potential effect of population and climate changes on global distribution of dengue fever: an empirical model. The Lancet, 360(9336), 830–834.CrossRefGoogle Scholar
  8. Halstead, S. B. (1988). Pathogenesis of dengue: challenges to molecular biology. Science, 239(4839), 476–481.CrossRefGoogle Scholar
  9. Humayoun, M. A., Waseem, T., Jawa, A. A., Hashmi, M. S., & Akram, J. (2010). Multiple dengue serotypes and high frequency of dengue hemorrhagic fever at two tertiary care hospitals in Lahore during the 2008 dengue virus outbreak in Punjab, Pakistan. International Journal of Infectious Diseases, 14, 54–59.CrossRefGoogle Scholar
  10. Jahan, F. (2011). Dengue fever (DF) in Pakistan. Asia Pacific Family Medicine, 10(1), 1.  https://doi.org/10.1186/1447-056X-10-1.CrossRefGoogle Scholar
  11. Jahan, N., & Shahid, A. (2012). Evaluation of resistance against Bacillus thuringiensis israelensis WDG in dengue vector from Lahore, Pakistan. Pakistan Journal of Zoology, 44(4), 945–949.Google Scholar
  12. Jahan, N., & Shahid, A. (2013). Evaluation of resistance against deltamethrin and cypermethrin in dengue vector from Lahore, Pakistan. The Journal of Animal and Plant Science, 23(5), 1321–1326.Google Scholar
  13. Jeefoo, P., Tripathi, N. K., & Souris, M. (2011). Spatio-temporal diffusion pattern and hotspot detection of dengue in Chachoengsao province, Thailand. International Journal of Environmental Research and Public Health, 8(1), 51–74.CrossRefGoogle Scholar
  14. Juliano, S. A., & Philip Lounibos, L. (2005). Ecology of invasive mosquitoes: effects on resident species and on human health. Ecology Letters, 8(5), 558–574.CrossRefGoogle Scholar
  15. Juliano, S. A., O’Meara, G. F., Morrill, J. R., & Cutwa, M. M. (2002). Desiccation and thermal tolerance of eggs and the coexistence of competing mosquitoes. Oecologia, 130, 458–469.CrossRefGoogle Scholar
  16. Khalil, M. A. M., Tan, J., Khalil, M. A. U., Awan, S., & Rangasami, M. (2014). Predictors of hospital stay and mortality in dengue virus infection-experience from Aga Khan University Hospital Pakistan. BMC Research Notes, 7(1), 473.CrossRefGoogle Scholar
  17. Khan, E., & Hasan, R. (2011). Dengue infection in Asia; a regional concern. Journal of Postgraduate Medical Institute (Peshawar-Pakistan), 26, 1–6.Google Scholar
  18. Khan, H. A. A., Akram, W., Shehzad, K., & Shaalan, E. A. (2011). First report of field evolved resistance to agrochemicals in dengue mosquito, Aedes albopictus (Diptera: Culicidae), from Pakistan. Parasites & Vectors, 4(1), 146.CrossRefGoogle Scholar
  19. Khan, M. A., Ellis, E. M., Tissera, H. A., Alvi, M. Y., Rahman, F. F., Masud, F., Chow, A., Howe, S., Dhanasekaran, V., Ellis, B. R., & Gubler, D. J. (2013). Emergence and diversification of dengue 2 cosmopolitan genotype in Pakistan, 2011. PLoS One, 8(3), e56391.  https://doi.org/10.1371/journal.pone.0056391.CrossRefGoogle Scholar
  20. Khanani, M. R., Arif, A., & Shaikh, R. (2011). Dengue in Pakistan: journey from a disease free to a hyper endemic nation. Journal of the Dow University of Health Sciences ii Karachi, 5(3), 81–84.Google Scholar
  21. Kraemer, M. U., Perkins, T. A., Cummings, D. A., Zakar, R., Hay, S. I., Smith, D. L., & Reiner, R. C. (2015). Big city, small world: density, contact rates, and transmission of dengue across Pakistan. Journal of the Royal Society Interface, 12(111), 20150468.  https://doi.org/10.1098/rsif.2015.0468.CrossRefGoogle Scholar
  22. Laghari, T. M., Memon, A. A., Mustufa, M. A., Memon, A. W., Aishwani, M. K., & Otho, M. S. (2015). Assessment of Mass Level Public Awareness Campaigns Regarding Dengue among Parents Visiting Tertiary Care Children Hospital Karachi, Pakistan. JLUMHS, 14(3), 124–8.Google Scholar
  23. Li, S., Fang, M., Zhou, B., Ni, H., Shen, Q., Zhang, H., Han, Y., Yin, J., Chang, W., Xu, G., & Cao, G. (2011). Simultaneous detection and differentiation of dengue virus serotypes 1-4, Japanese encephalitis virus, and West Nile virus by a combined reverse-transcription loop-mediated isothermal amplification assay. Virology Journal, 8(1), 360.CrossRefGoogle Scholar
  24. Lin, C. H., & Wen, T. H. (2011). Using geographically weighted regression (GWR) to explore spatial varying relationships of immature mosquitoes and human densities with the incidence of dengue. International Journal of Environmental Research and Public Health, 8(7), 2798–2815.CrossRefGoogle Scholar
  25. Mahmood, S., Khan, A. H., & Mayo, S. M. (2016a). Exploring underlying causes and assessing damages of 2010 flash flood in the upper zone of Panjkora River. Natural Hazards, 83(2), 1213–1227.CrossRefGoogle Scholar
  26. Mahmood, S., Khan, A. H., & Ullah, S. (2016b). Assessment of 2010 flash flood causes and associated damages in Dir Valley, Khyber Pakhtunkhwa Pakistan. International Journal of Disaster Risk Reduction, 16, 215–223.CrossRefGoogle Scholar
  27. Mahmood, S., Sharif, F., Rahman, A. U., & Khan, A. U. (2018). Analysis and forecasting of municipal solid waste in Nankana city using geo-spatial techniques. Environmental Monitoring and Assessment, 190(5), 275.CrossRefGoogle Scholar
  28. Malik, A., Yasar, A., Tabinda, A. B., Zaheer, I. E., Malik, K., Batool, A., & Mahfooz, Y. (2017). Assessing spatio-temporal trend of vector breeding and dengue fever incidence in association with meteorological conditions. Environmental Monitoring and Assessment, 189(4), 189.CrossRefGoogle Scholar
  29. Mazhar, F., & Jamal, T. (2009). Temporal population growth of Lahore. Journal of Scientific Research, 39(1), 53–58.Google Scholar
  30. Medeiros-Sousa, A. R., Ceretti, W., Jr., Urbinatti, P. R., de Carvalho, G. C., de Paula, M. B., Fernandes, A., Matos, M. O., Jr., Orico, L. D., Araujo, A. B., Nardi, M. S., & Marrelli, M. T. (2013). Mosquito fauna in municipal parks of São Paulo City, Brazil: a preliminary survey. Journal of the American Mosquito Control Association, 29(3), 275–279.CrossRefGoogle Scholar
  31. Medeiros-Sousa, A. R., Fernandes, A., Ceretti-Junior, W., Wilke, A. B. B., & Marrelli, M. T. (2017). Mosquitoes in urban green spaces: using an island biogeographic approach to identify drivers of species richness and composition. Scientific Reports, 7(1), 17826.CrossRefGoogle Scholar
  32. Mondini, A., & Chiaravalloti-Neto, F. (2008). Spatial correlation of incidence of dengue with socioeconomic, demographic and environmental variables in a Brazilian city. Science of the Total Environment, 393(2), 241–248.CrossRefGoogle Scholar
  33. Mulligan, K., Elliott, S. J., & Schuster-Wallace, C. (2012). The place of health and the health of place: dengue fever and urban governance in Putrajaya, Malaysia. Health & Place, 18(3), 613–620.CrossRefGoogle Scholar
  34. Naqvi, S. A. A., Kazmi, S. J. H., Shaikh, S., & Akram, M. (2015). Evaluation of prevalence patterns of dengue fever in Lahore district through geo-spatial techniques. Journal of Basic and Applied Sciences, 11, 20–30.CrossRefGoogle Scholar
  35. Nielsen, A. B., van den Bosch, M., Maruthaveeran, S., & van den Bosch, C. K. (2014). Species richness in urban parks and its drivers: a review of empirical evidence. Urban Ecosystems, 17(1), 305–327.CrossRefGoogle Scholar
  36. Qureshi, E. M. A., Vehra, S., Ghafoor, G. Z., Ali, A. S., & Ahmad, F. (2014). Community perception regarding dengue epidemic in Lahore, Pakistan. Pakistan Journal of Science, 66(1), 7.Google Scholar
  37. Raheel, U., Faheem, M., Riaz, M. N., Kanwal, N., Javed, F., & Qadri, I. (2010). Dengue fever in the Indian subcontinent: an overview. The Journal of Infection in Developing Countries, 5(04), 239–247.Google Scholar
  38. Rasheed, S. B., Butlin, R. K., & Boots, M. (2013). A review of dengue as an emerging disease in Pakistan. Public Health, 127, 11–17.CrossRefGoogle Scholar
  39. Raza, F. A., ur Rehman, S., Khalid, R., Ahmad, J., Ashraf, S., Iqbal, M., & Hasnain, S. (2014). Demographic and clinico-epidemiological features of dengue fever in Faisalabad, Pakistan. PLoS One, 9(3), e89868.CrossRefGoogle Scholar
  40. Saqib, M. A. N., Rafique, I., Bashir, S., & Salam, A. A. (2014). A retrospective analysis of dengue fever case management and frequency of co-morbidities associated with deaths. BMC Research Notes, 7(1), 205.CrossRefGoogle Scholar
  41. Scott, T. W., Amerasinghe, P. H., Morrison, A. C., Lorenz, L. H., Clark, G. G., & Strickman, D. (2000). Longitudinal studies of Aedes aegypti (Diptera: Culicidae) in Thailand and Puerto Rico: blood feeding frequency. Journal of Medical Entomology, 37, 89–101.CrossRefGoogle Scholar
  42. Scott, T. W., & Morrison, A. C. (2010). Vector dynamics and transmission of dengue virus: implications for dengue surveillance and prevention strategies. In Dengue virus (pp. 115-128). Springer, Berlin, Heidelberg.Google Scholar
  43. Senthil, J., Rajeswari, S., Vadivel, S., & Malarvizhi, F. (2014). Scenario of dengue and healthcare utilization in Nagapattinam town, Tamil Nadu, India. International Journal of Development Research, 4(11), 2547–2552.Google Scholar
  44. Shaikh, K., Memon, K. N., Sarah, B., Akhtar, R., Memon, M., & Memon, S. (2014). Dengue fever; an audit of risk factors among patients reporting at a tertiary care hospital in Hyderabad. Professional Medical Journal, 21(3), 455–459.Google Scholar
  45. Shakoor, M. T., Ayub, S., & Ayub, Z. (2012). Dengue fever: Pakistan’s worst nightmare. WHO South-East Asia Journal of Public Health, 1(3), 229–231.CrossRefGoogle Scholar
  46. Shirazi, S. A. (2012). Spatial analysis of NDVI and density of population: a case study of Lahore Pakistan. Science International, 24(3), 323–328.Google Scholar
  47. Shirazi, S. A., & Kazmi, S. J. H. (2013). Appraisal of the change in spatio-temporal patterns of LULC and its impacts on the vegetation of Lahore, Pakistan. Pakistan Vision, 14(1), 25–44.Google Scholar
  48. Shirazi, S. A., & Kazmi, S. J. (2014). Analysis of population growth and urban development in Lahore-Pakistan using geospatial techniques: suggesting some future options. Southeast Asian Studies, 29(1), 269–280.Google Scholar
  49. Tahir, Z., Hafeez, S., Chaudhry, A., & Mushtaq, S. (2010). Spatial and seasonal variation of dengue fever in Lahore. Journal of Fatima Jinnah Medical University, 4(4).Google Scholar
  50. Twumasi, Y. A., & Merem, E. C. (2005). GIS applications in land management: the loss of high quality land to development in Central Mississippi from 1987-2002. International Journal of Environmental Research and Public Health, 2(2), 234–244.CrossRefGoogle Scholar
  51. Wesolowski, A., Qureshi, T., Boni, M. F., Sundsøy, P. R., Johansson, M. A., Rasheed, S. B., Engø-Monsen, K., & Buckee, C. O. (2015). Impact of human mobility on the emergence of dengue epidemics in Pakistan. Proceedings of the National Academy of Sciences, 112(38), 11887–11892.CrossRefGoogle Scholar
  52. Yousaf, M. Z., Siddique, A., Ashfaq, U. A., & Ali, M. (2018). Scenario of dengue infection & its control in Pakistan: an up-date and way forward. Asian Pacific Journal of Tropical Medicine, 11(1), 15.CrossRefGoogle Scholar

Copyright information

© Springer Nature Switzerland AG 2019

Authors and Affiliations

  • Shakeel Mahmood
    • 1
    Email author
  • Ahtisham Irshad
    • 1
  • Jan Mohammad Nasir
    • 2
  • Faiza Sharif
    • 3
  • Shahid Hussain Farooqi
    • 4
  1. 1.Department of GeographyGovernment College University LahoreLahorePakistan
  2. 2.Department of UrologyBolan Medical College QuettaQuettaPakistan
  3. 3.Sustainable Development Study CenterGovernment College University LahoreLahorePakistan
  4. 4.Department of Clinical Medicine and SurgeryUniversity of Veterinary and Animal SciencesLahorePakistan

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