Environmental factors and population at risk of malaria in Nkomazi municipality, South Africa

dc.contributor.authorAdeola, Abiodun Morakinyo
dc.contributor.authorBotai, Joel Ongego
dc.contributor.authorOlwoch, Jane Mukarugwiza
dc.contributor.authorRautenbach, Cornelis Johannes de Wet
dc.contributor.authorAdisa, O.M. (Omolola)
dc.contributor.authorTaiwo, O.J.
dc.contributor.authorKalumba, Ahmed M.
dc.date.accessioned2016-07-21T06:09:39Z
dc.date.issued2016-05
dc.description.abstractOBJECTIVE : Nkomazi local municipality of South Africa is a high-risk malaria region with an incidence rate of about 500 cases per 100 000. We examined the influence of environmental factors on population (age group) at risk of malaria. methods R software was used to statistically analyse data. Using remote sensing technology, a Landsat 8 image of 4th October 2015 was classified using object-based classification and a 5-m resolution. Spot height data were used to generate a digital elevation model of the area. RESULTS : A total of 60 718 malaria cases were notified across 48 health facilities in Nkomazi municipality between January 1997 and August 2015. Malaria incidence was highly associated with irrigated land (P = 0.001), water body (P = 0.011) and altitude ≤400 m (P = 0.001). The multivariate model showed that with 10% increase in the extent of irrigated areas, malaria risk increased by almost 39% in the entire study area and by almost 44% in the 2-km buffer zone of selected villages. Malaria incidence is more pronounced in the economically active population aged 15–64 and in males. Both incidence and case fatality rate drastically declined over the study period. CONCLUSION : A predictive model based on environmental factors would be useful in the effort towards malaria elimination by fostering appropriate targeting of control measures and allocating of resources.en_ZA
dc.description.departmentCentre for Environmental Studiesen_ZA
dc.description.departmentCentre for Geoinformation Scienceen_ZA
dc.description.departmentGeography, Geoinformatics and Meteorologyen_ZA
dc.description.embargo2017-05-31
dc.description.librarianhb2016en_ZA
dc.description.sponsorshipThis study was supported by the EU project ‘Quantifying Weather and Climate Impacts on health in developing countries’, an European Commission’s Seventh Framework Research Programme by providing a 2-year student bursary to the primary author. We acknowledge the support of the University of Pretoria, Centre for Sustainable Malaria Control and of the Earth and Atmospheric Remote Sensing Research Group, University of Pretoria.en_ZA
dc.description.urihttp://onlinelibrary.wiley.com/journal/10.1111/(ISSN)1365-3156en_ZA
dc.identifier.citationAdeola, AM, Botai, OJ, Olwoch, JM, Rautenbach, CJD, Adisa, OM, Taiwo, OJ & Kalumba, AM 2016, 'Environmental factors and population at risk of malaria in Nkomazi municipality, South Africa', Tropical Medicine and International Health, vol. 21, no. 5, pp. 675-686en_ZA
dc.identifier.issn1360-2276 (print)
dc.identifier.issn1365-3156 (online)
dc.identifier.other10.1111/tmi.12680
dc.identifier.urihttp://hdl.handle.net/2263/56004
dc.language.isoenen_ZA
dc.publisherWileyen_ZA
dc.rights© 2016 John Wiley and Sons, Ltd. This is the pre-peer reviewed version of the following article : Environmental factors and population at risk of malaria in Nkomazi municipality, South Africa, Tropical Medicine and International Health, vol. 21, no. 5, pp. 675-686, 2016. doi : 10.1111/tmi.12680. The definite version is available at : http://onlinelibrary.wiley.comjournal/10.1111/(ISSN)1365-3156.en_ZA
dc.subjectMalariaen_ZA
dc.subjectEnvironmenten_ZA
dc.subjectLandsaten_ZA
dc.subjectRemote sensingen_ZA
dc.subjectObject-based classificationen_ZA
dc.subjectLand use/land coveren_ZA
dc.subjectElevationen_ZA
dc.titleEnvironmental factors and population at risk of malaria in Nkomazi municipality, South Africaen_ZA
dc.typePostprint Articleen_ZA

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