Exploring the influence of daily climate variables on malaria transmission and abundance of anopheles arabiensis over Nkomazi Local Municipality, Mpumalanga Province, South Africa

dc.contributor.authorAbiodun, Gbenga J.
dc.contributor.authorNjabo, Kevin Y.
dc.contributor.authorWitbooi, Peter J.
dc.contributor.authorAdeola, Abiodun Morakinyo
dc.contributor.authorFuller, Trevon L.
dc.contributor.authorOkosun, Kazeem O.
dc.contributor.authorMakinde, Olusola S.
dc.contributor.authorBotai, Joel Ongego
dc.date.accessioned2019-10-16T09:17:58Z
dc.date.available2019-10-16T09:17:58Z
dc.date.issued2018-10-09
dc.description.abstractThe recent resurgence of malaria incidence across epidemic regions in South Africa has been linked to climatic and environmental factors. An in-depth investigation of the impact of climate variability and mosquito abundance on malaria parasite incidence may therefore offer useful insight towards the control of this life-threatening disease. In this study, we investigate the influence of climatic factors on malaria transmission over Nkomazi Municipality. The variability and interconnectedness between the variables were analyzed using wavelet coherence analysis. Time-series analyses revealed that malaria cases significantly declined after the outbreak in early 2000, but with a slight increase from 2015. Furthermore, the wavelet coherence and time-lagged correlation analyses identified rainfall and abundance of Anopheles arabiensis as the major variables responsible for malaria transmission over the study region. The analysis further highlights a high malaria intensity with the variables from 1998-2002, 2004-2006, and 2010-2013 and a noticeable periodicity value of 256-512 days. Also, malaria transmission shows a time lag between one month and three months with respect to mosquito abundance and the different climatic variables. The findings from this study offer a better understanding of the importance of climatic factors on the transmission of malaria. The study further highlights the significant roles of An. arabiensis on malaria occurrence over Nkomazi. Implementing the mosquito model to predict mosquito abundance could provide more insight into malaria elimination or control in Africa.en_ZA
dc.description.departmentGeography, Geoinformatics and Meteorologyen_ZA
dc.description.departmentSchool of Health Systems and Public Health (SHSPH)en_ZA
dc.description.librarianam2019en_ZA
dc.description.sponsorshipThe Fogarty International Center of the National Institutes of Health (NIH) under Award Number D43TW009343 and the University of California Global Health Institute (UCGHI).en_ZA
dc.description.urihttps://www.hindawi.com/journals/jephen_ZA
dc.identifier.citationAbiodun, G.J., Njabo, K.Y., Witbooi, P.J. et al. 2018, 'Exploring the influence of daily climate variables on malaria transmission and abundance of anopheles arabiensis over Nkomazi Local Municipality, Mpumalanga Province, South Africa', Journal of Environmental and Public Health, vol. 2018, no. ID 314-3950, pp. 1-10.en_ZA
dc.identifier.issn1687-9805 (print)
dc.identifier.issn1687-9813 (online)
dc.identifier.other10.1155/2018/3143950
dc.identifier.urihttp://hdl.handle.net/2263/71862
dc.language.isoenen_ZA
dc.publisherHindawi Publishingen_ZA
dc.rights© 2018 Gbenga J. Abiodun et al. This is an open access article distributed under the Creative Commons Attribution License.en_ZA
dc.subjectMalariaen_ZA
dc.subjectControlen_ZA
dc.subjectAfricaen_ZA
dc.subjectClimatic factorsen_ZA
dc.subjectEnvironmental factorsen_ZA
dc.subjectMalaria parasite incidenceen_ZA
dc.subjectMosquito abundanceen_ZA
dc.subjectClimate variabilityen_ZA
dc.subjectMalaria transmissionen_ZA
dc.subjectNkomazi Local Municipality, Mpumalanga Province, South Africaen_ZA
dc.subjectAnopheles arabiensisen_ZA
dc.titleExploring the influence of daily climate variables on malaria transmission and abundance of anopheles arabiensis over Nkomazi Local Municipality, Mpumalanga Province, South Africaen_ZA
dc.typeArticleen_ZA

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