Comparing the effect of modeled climatic variables on the distribution of African horse sickness in South Africa and Namibia.
Abstract: Africa horse sickness (AHS) is a lethal disease of horses with a seasonal occurrence that is influenced by environmental conditions that favor the development of Culicoides midges (Diptera: Ceratopogonidae). This study compared and evaluated the relationship of various modeled climatic variables with the distribution and abundance of AHS in South Africa and Namibia. A comprehensive literature review of the historical AHS reported data collected from the Windhoek archives as well as annual reports from the Directorate of Veterinary services in Namibia were conducted. South African AHS reported data were collected from the South African Department of Agriculture, Forestry, and Fisheries. Daily climatic data were extracted for the time period 1993-2011 from the ERA-interim re-analysis dataset. The principal component analysis of the complete dataset indicated a significant statistical difference between Namibia and South Africa for the various climate variables and the outbreaks of AHS. The most influential parameters in the distribution of AHS included humidity, precipitation, evaporation, and minimum temperature. In South Africa, temperature had the most significant effect on the outbreaks of AHS, whereas in Namibia, humidity and precipitation were the main drivers. The maximum AHS cases in South Africa occurred at temperatures of 20-22° C and relative humidity between 50-70%. Furthermore, anthropogenic effects must be taken into account when trying to understand the distribution of AHS.
© 2015 The Society for Vector Ecology.
Publication Date: 2015-11-28 PubMed ID: 26611969DOI: 10.1111/jvec.12172Google Scholar: Lookup
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- Comparative Study
- Journal Article
- Research Support
- Non-U.S. Gov't
Summary
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The research article investigates the climatic factors that affect the distribution of African Horse Sickness (AHS) in South Africa and Namibia, and the key finding indicates that different climate variables are significantly associated with the disease’s outbreak in the two regions.
Objective and Methodology
- The study aims to understand the relationship between various modeled climatic variables and how they influence the distribution and severity of African Horse Sickness in South Africa and Namibia.
- A comprehensive literature review was conducted on historical AHS data from Namibia and South Africa, coupled with an analysis of daily climatic data from 1993 to 2011. This information served to build a robust dataset for analysis.
Findings and Analysis
- The analysis indicates a significant statistical difference between Namibia and South Africa concerning the climatic variables and the outbreaks of AHS. Essentially, this means that different environmental factors, depending on the region, play differing roles in facilitating the disease’s spread.
- The research identifies temperature, humidity, precipitation, and evaporation as the most influential variables in the distribution of AHS. These parameters create the suitable conditions for the growth of the Culicoides midges, small insects that have been directly linked with the spread of the disease.
- In South Africa, the outbreaks of AHS are most significantly influenced by temperature, particularly when the temperatures are between 20-22° C. In contrast, Namibia’s main drivers for AHS are humidity and precipitation.
- Aside from these environmental determinants, the article also suggests the importance of considering anthropogenic effects in understanding the distribution of AHS. These could include factors like human farming practices, movement, construction, and control measures for the disease, all of which could affect the spread of AHS.
The research, therefore, provides valuable insights into how climatic conditions interact with AHS distribution, providing a foundation for future predictive modeling and control strategies.
Cite This Article
APA
Liebenberg D, van Hamburg H, Piketh S, Burger R.
(2015).
Comparing the effect of modeled climatic variables on the distribution of African horse sickness in South Africa and Namibia.
J Vector Ecol, 40(2), 333-341.
https://doi.org/10.1111/jvec.12172 Publication
Researcher Affiliations
- Unit for Environmental Sciences and Management, North-West University, Potchefstroom campus, Private Bag X6001, Potchefstroom 2520, South Africa. Danica.LiebenbergWeyers@nwu.ac.za.
- Faculty of Education Sciences, School for Natural Sciences and Technology for Education, North-West University, Potchefstroom campus, Private Bag X6001, Potchefstroom 2520, South Africa. Danica.LiebenbergWeyers@nwu.ac.za.
- Unit for Environmental Sciences and Management, North-West University, Potchefstroom campus, Private Bag X6001, Potchefstroom 2520, South Africa.
- Unit for Environmental Sciences and Management, North-West University, Potchefstroom campus, Private Bag X6001, Potchefstroom 2520, South Africa.
- Unit for Environmental Sciences and Management, North-West University, Potchefstroom campus, Private Bag X6001, Potchefstroom 2520, South Africa.
MeSH Terms
- African Horse Sickness / epidemiology
- Animals
- Ceratopogonidae
- Climate
- Disease Outbreaks
- Humans
- Humidity
- Insect Vectors
- Models, Theoretical
- Namibia / epidemiology
- Principal Component Analysis
- South Africa / epidemiology
- Urbanization
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