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Mapping as a tool for predicting the risk of anthrax outbreaks in Northern Region of Ghana
INTRODUCTION: Anthrax is a febrile soil-born infectious disease that can affect all warm-blooded animals including man. Outbreaks of anthrax have been reported in northern region of Ghana but no concerted effort has been made to implement risk-based surveillance systems to document outbreaks so as t...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The African Field Epidemiology Network
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5257015/ https://www.ncbi.nlm.nih.gov/pubmed/28149439 http://dx.doi.org/10.11604/pamj.supp.2016.25.1.6205 |
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author | Nsoh, Ayamdooh Evans Kenu, Ernest Forson, Eric Kofi Afari, Edwin Sackey, Samuel Nyarko, Kofi Mensah Yebuah, Nathaniel |
author_facet | Nsoh, Ayamdooh Evans Kenu, Ernest Forson, Eric Kofi Afari, Edwin Sackey, Samuel Nyarko, Kofi Mensah Yebuah, Nathaniel |
author_sort | Nsoh, Ayamdooh Evans |
collection | PubMed |
description | INTRODUCTION: Anthrax is a febrile soil-born infectious disease that can affect all warm-blooded animals including man. Outbreaks of anthrax have been reported in northern region of Ghana but no concerted effort has been made to implement risk-based surveillance systems to document outbreaks so as to implement policies to address the disease. We generated predictive maps using soil pH, temperature and rainfall as predictor variables to identify hotspot areas for the outbreaks. METHODS: A 10-year secondary data records on soil pH, temperature and rainfall were used to create climate-based risk maps using ArcGIS 10.2. The monthly mean values of rainfall and temperature for ten years were calculated and anthrax related evidence based constant raster values were created as weights for the three factors. All maps were generated using the Kriging interpolation method. RESULTS: There were 43 confirmed outbreaks. The deaths involved were 131 cattle, 44 sheep, 15 goats, 562 pigs with 6 human deaths and 22 developed cutaneous anthrax. We found three strata of well delineated distribution pattern indicating levels of risk due to suitability of area for anthrax spore survival. The likelihood of outbreaks occurrence and reoccurrence was higher in Strata I, Strata II and strata III respectively in descending order, due to the suitability of soil pH, temperature and rainfall for the survival and dispersal of B. anthracis spore. CONCLUSION: The eastern corridor of Northern region is a Hots spot area. Policy makers can develop risk based surveillance system and focus on this area to mitigate anthrax outbreaks and reoccurrence. |
format | Online Article Text |
id | pubmed-5257015 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | The African Field Epidemiology Network |
record_format | MEDLINE/PubMed |
spelling | pubmed-52570152017-02-01 Mapping as a tool for predicting the risk of anthrax outbreaks in Northern Region of Ghana Nsoh, Ayamdooh Evans Kenu, Ernest Forson, Eric Kofi Afari, Edwin Sackey, Samuel Nyarko, Kofi Mensah Yebuah, Nathaniel Pan Afr Med J Research INTRODUCTION: Anthrax is a febrile soil-born infectious disease that can affect all warm-blooded animals including man. Outbreaks of anthrax have been reported in northern region of Ghana but no concerted effort has been made to implement risk-based surveillance systems to document outbreaks so as to implement policies to address the disease. We generated predictive maps using soil pH, temperature and rainfall as predictor variables to identify hotspot areas for the outbreaks. METHODS: A 10-year secondary data records on soil pH, temperature and rainfall were used to create climate-based risk maps using ArcGIS 10.2. The monthly mean values of rainfall and temperature for ten years were calculated and anthrax related evidence based constant raster values were created as weights for the three factors. All maps were generated using the Kriging interpolation method. RESULTS: There were 43 confirmed outbreaks. The deaths involved were 131 cattle, 44 sheep, 15 goats, 562 pigs with 6 human deaths and 22 developed cutaneous anthrax. We found three strata of well delineated distribution pattern indicating levels of risk due to suitability of area for anthrax spore survival. The likelihood of outbreaks occurrence and reoccurrence was higher in Strata I, Strata II and strata III respectively in descending order, due to the suitability of soil pH, temperature and rainfall for the survival and dispersal of B. anthracis spore. CONCLUSION: The eastern corridor of Northern region is a Hots spot area. Policy makers can develop risk based surveillance system and focus on this area to mitigate anthrax outbreaks and reoccurrence. The African Field Epidemiology Network 2016-10-01 /pmc/articles/PMC5257015/ /pubmed/28149439 http://dx.doi.org/10.11604/pamj.supp.2016.25.1.6205 Text en © Ayamdooh Evans Nsoh et al. http://creativecommons.org/licenses/by/2.0/ The Pan African Medical Journal - ISSN 1937-8688. This is an Open Access article distributed under the terms of the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Nsoh, Ayamdooh Evans Kenu, Ernest Forson, Eric Kofi Afari, Edwin Sackey, Samuel Nyarko, Kofi Mensah Yebuah, Nathaniel Mapping as a tool for predicting the risk of anthrax outbreaks in Northern Region of Ghana |
title | Mapping as a tool for predicting the risk of anthrax outbreaks in Northern Region of Ghana |
title_full | Mapping as a tool for predicting the risk of anthrax outbreaks in Northern Region of Ghana |
title_fullStr | Mapping as a tool for predicting the risk of anthrax outbreaks in Northern Region of Ghana |
title_full_unstemmed | Mapping as a tool for predicting the risk of anthrax outbreaks in Northern Region of Ghana |
title_short | Mapping as a tool for predicting the risk of anthrax outbreaks in Northern Region of Ghana |
title_sort | mapping as a tool for predicting the risk of anthrax outbreaks in northern region of ghana |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5257015/ https://www.ncbi.nlm.nih.gov/pubmed/28149439 http://dx.doi.org/10.11604/pamj.supp.2016.25.1.6205 |
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