Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Nsoh, Ayamdooh Evans, Kenu, Ernest, Forson, Eric Kofi, Afari, Edwin, Sackey, Samuel, Nyarko, Kofi Mensah, Yebuah, Nathaniel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The African Field Epidemiology Network 2016
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
_version_ 1782498795684102144
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
work_keys_str_mv AT nsohayamdoohevans mappingasatoolforpredictingtheriskofanthraxoutbreaksinnorthernregionofghana
AT kenuernest mappingasatoolforpredictingtheriskofanthraxoutbreaksinnorthernregionofghana
AT forsonerickofi mappingasatoolforpredictingtheriskofanthraxoutbreaksinnorthernregionofghana
AT afariedwin mappingasatoolforpredictingtheriskofanthraxoutbreaksinnorthernregionofghana
AT sackeysamuel mappingasatoolforpredictingtheriskofanthraxoutbreaksinnorthernregionofghana
AT nyarkokofimensah mappingasatoolforpredictingtheriskofanthraxoutbreaksinnorthernregionofghana
AT yebuahnathaniel mappingasatoolforpredictingtheriskofanthraxoutbreaksinnorthernregionofghana