Exploring the Influence of Daily Climate Variables on Malaria Transmission and Abundance of Anopheles arabiensis over Nkomazi Local Municipality, Mpumalanga Province, South Africa

The 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...

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Main Authors: Gbenga J. Abiodun, Kevin Y. Njabo, Peter J. Witbooi, Abiodun M. Adeola, Trevon L. Fuller, Kazeem O. Okosun, Olusola S. Makinde, Joel O. Botai
Format: Article
Language:English
Published: Hindawi Limited 2018-01-01
Series:Journal of Environmental and Public Health
Online Access:http://dx.doi.org/10.1155/2018/3143950
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spelling doaj-3f29409e59d5450c9f9d7a959bd488de2020-11-25T00:52:59ZengHindawi LimitedJournal of Environmental and Public Health1687-98051687-98132018-01-01201810.1155/2018/31439503143950Exploring the Influence of Daily Climate Variables on Malaria Transmission and Abundance of Anopheles arabiensis over Nkomazi Local Municipality, Mpumalanga Province, South AfricaGbenga J. Abiodun0Kevin Y. Njabo1Peter J. Witbooi2Abiodun M. Adeola3Trevon L. Fuller4Kazeem O. Okosun5Olusola S. Makinde6Joel O. Botai7Research Unit, Foundation for Professional Development, Pretoria, South AfricaInstitute of the Environment and Sustainability, University of California Los Angeles, Los Angeles, California, USADepartment of Mathematics and Applied Mathematics, University of the Western Cape, Private Bag X17, Bellville 7535, South AfricaSouth African Weather Service, Private Bag X097, Pretoria 0001, South AfricaInstitute of the Environment and Sustainability, University of California Los Angeles, Los Angeles, California, USADepartment of Mathematics, Vaal University of Technology, X021, Vanderbijlpark 1900, South AfricaDepartment of Statistics, Federal University of Technology, P.M.B 704, Akure, NigeriaSouth African Weather Service, Private Bag X097, Pretoria 0001, South AfricaThe 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.http://dx.doi.org/10.1155/2018/3143950
collection DOAJ
language English
format Article
sources DOAJ
author Gbenga J. Abiodun
Kevin Y. Njabo
Peter J. Witbooi
Abiodun M. Adeola
Trevon L. Fuller
Kazeem O. Okosun
Olusola S. Makinde
Joel O. Botai
spellingShingle Gbenga J. Abiodun
Kevin Y. Njabo
Peter J. Witbooi
Abiodun M. Adeola
Trevon L. Fuller
Kazeem O. Okosun
Olusola S. Makinde
Joel O. Botai
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
author_facet Gbenga J. Abiodun
Kevin Y. Njabo
Peter J. Witbooi
Abiodun M. Adeola
Trevon L. Fuller
Kazeem O. Okosun
Olusola S. Makinde
Joel O. Botai
author_sort Gbenga J. Abiodun
title Exploring the Influence of Daily Climate Variables on Malaria Transmission and Abundance of Anopheles arabiensis over Nkomazi Local Municipality, Mpumalanga Province, South Africa
title_short Exploring the Influence of Daily Climate Variables on Malaria Transmission and Abundance of Anopheles arabiensis over Nkomazi Local Municipality, Mpumalanga Province, South Africa
title_full Exploring the Influence of Daily Climate Variables on Malaria Transmission and Abundance of Anopheles arabiensis over Nkomazi Local Municipality, Mpumalanga Province, South Africa
title_fullStr Exploring the Influence of Daily Climate Variables on Malaria Transmission and Abundance of Anopheles arabiensis over Nkomazi Local Municipality, Mpumalanga Province, South Africa
title_full_unstemmed Exploring the Influence of Daily Climate Variables on Malaria Transmission and Abundance of Anopheles arabiensis over Nkomazi Local Municipality, Mpumalanga Province, South Africa
title_sort exploring the influence of daily climate variables on malaria transmission and abundance of anopheles arabiensis over nkomazi local municipality, mpumalanga province, south africa
publisher Hindawi Limited
series Journal of Environmental and Public Health
issn 1687-9805
1687-9813
publishDate 2018-01-01
description The 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.
url http://dx.doi.org/10.1155/2018/3143950
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