A validation of the Malaria Atlas Project maps and development of a new map of malaria transmission in Sokoto, Nigeria: a cross-sectional study using geographic information systems

Abstract Background Malaria remains a major cause of morbidity and mortality among children in Africa. There is inadequate information regarding malaria transmission-intensity in some of the worst-affected parts of sub-Saharan Africa (SSA). The Malaria Atlas Project (MAP) was developed in 2006, to p...

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Published in:Malaria Journal
Main Authors: Usman Nasir Nakakana, Ismaila Ahmed Mohammed, B. O. Onankpa, Ridwan M. Jega, Nma Muhammad Jiya
Format: Article in Journal/Newspaper
Language:English
Published: BMC 2020
Subjects:
Online Access:https://doi.org/10.1186/s12936-020-03214-8
https://doaj.org/article/9476d313b0014a2ab10d7db780211bfa
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spelling ftdoajarticles:oai:doaj.org/article:9476d313b0014a2ab10d7db780211bfa 2023-05-15T15:18:16+02:00 A validation of the Malaria Atlas Project maps and development of a new map of malaria transmission in Sokoto, Nigeria: a cross-sectional study using geographic information systems Usman Nasir Nakakana Ismaila Ahmed Mohammed B. O. Onankpa Ridwan M. Jega Nma Muhammad Jiya 2020-04-01T00:00:00Z https://doi.org/10.1186/s12936-020-03214-8 https://doaj.org/article/9476d313b0014a2ab10d7db780211bfa EN eng BMC http://link.springer.com/article/10.1186/s12936-020-03214-8 https://doaj.org/toc/1475-2875 doi:10.1186/s12936-020-03214-8 1475-2875 https://doaj.org/article/9476d313b0014a2ab10d7db780211bfa Malaria Journal, Vol 19, Iss 1, Pp 1-12 (2020) Malaria Endemicity Malaria Atlas Project Mapping Nigeria Geographic information systems Arctic medicine. Tropical medicine RC955-962 Infectious and parasitic diseases RC109-216 article 2020 ftdoajarticles https://doi.org/10.1186/s12936-020-03214-8 2022-12-31T04:44:25Z Abstract Background Malaria remains a major cause of morbidity and mortality among children in Africa. There is inadequate information regarding malaria transmission-intensity in some of the worst-affected parts of sub-Saharan Africa (SSA). The Malaria Atlas Project (MAP) was developed in 2006, to project estimates of malaria transmission intensity where this data is not available, based on the vector behaviour for malaria. Data from malariometric studies globally were obtained and modelled to provide prevalence estimates. The sensitivity of these maps, however, reduces with unavailability of data. This necessitates a validation of these maps locally, and investigation into alternative methods of predicting prevalence to guide malaria control interventions and improve their efficiency and effectiveness. This study was conducted to compare the true estimates in Sokoto, Nigeria, with the MAP projections for north-western Nigeria, and it proposes an alternative way of mapping malaria intensity in Nigeria and beyond. Methods A malariometric survey was conducted including children aged 2–10 years in communities in Wamakko Local Government Area (LGA) of Sokoto State, Nigeria. Children had blood examinations for the presence of malaria parasitaemia and a physical examination for the signs of clinical malaria. All the sites from which children were included in the study were geo-located using a hand-held Global Positioning System (GPS) device and compared this to MAP maps of the same area. A mapping software was also used to generate a malaria prevalence map of the study area, considering the average flight distances of the vector. Results The prevalence among children 2 to 10 years was found to be 34.8% which was within the 30–40% projected prevalence for the study area by MAPs. However, it was much lower than the projection during the dry season (20.2%) and higher than the projected estimate during the rainy season (49.3%). There was monoparasitaemia of Plasmodium falciparum throughout the study area, although the ... Article in Journal/Newspaper Arctic Directory of Open Access Journals: DOAJ Articles Arctic Malaria Journal 19 1
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Malaria
Endemicity
Malaria Atlas Project
Mapping
Nigeria
Geographic information systems
Arctic medicine. Tropical medicine
RC955-962
Infectious and parasitic diseases
RC109-216
spellingShingle Malaria
Endemicity
Malaria Atlas Project
Mapping
Nigeria
Geographic information systems
Arctic medicine. Tropical medicine
RC955-962
Infectious and parasitic diseases
RC109-216
Usman Nasir Nakakana
Ismaila Ahmed Mohammed
B. O. Onankpa
Ridwan M. Jega
Nma Muhammad Jiya
A validation of the Malaria Atlas Project maps and development of a new map of malaria transmission in Sokoto, Nigeria: a cross-sectional study using geographic information systems
topic_facet Malaria
Endemicity
Malaria Atlas Project
Mapping
Nigeria
Geographic information systems
Arctic medicine. Tropical medicine
RC955-962
Infectious and parasitic diseases
RC109-216
description Abstract Background Malaria remains a major cause of morbidity and mortality among children in Africa. There is inadequate information regarding malaria transmission-intensity in some of the worst-affected parts of sub-Saharan Africa (SSA). The Malaria Atlas Project (MAP) was developed in 2006, to project estimates of malaria transmission intensity where this data is not available, based on the vector behaviour for malaria. Data from malariometric studies globally were obtained and modelled to provide prevalence estimates. The sensitivity of these maps, however, reduces with unavailability of data. This necessitates a validation of these maps locally, and investigation into alternative methods of predicting prevalence to guide malaria control interventions and improve their efficiency and effectiveness. This study was conducted to compare the true estimates in Sokoto, Nigeria, with the MAP projections for north-western Nigeria, and it proposes an alternative way of mapping malaria intensity in Nigeria and beyond. Methods A malariometric survey was conducted including children aged 2–10 years in communities in Wamakko Local Government Area (LGA) of Sokoto State, Nigeria. Children had blood examinations for the presence of malaria parasitaemia and a physical examination for the signs of clinical malaria. All the sites from which children were included in the study were geo-located using a hand-held Global Positioning System (GPS) device and compared this to MAP maps of the same area. A mapping software was also used to generate a malaria prevalence map of the study area, considering the average flight distances of the vector. Results The prevalence among children 2 to 10 years was found to be 34.8% which was within the 30–40% projected prevalence for the study area by MAPs. However, it was much lower than the projection during the dry season (20.2%) and higher than the projected estimate during the rainy season (49.3%). There was monoparasitaemia of Plasmodium falciparum throughout the study area, although the ...
format Article in Journal/Newspaper
author Usman Nasir Nakakana
Ismaila Ahmed Mohammed
B. O. Onankpa
Ridwan M. Jega
Nma Muhammad Jiya
author_facet Usman Nasir Nakakana
Ismaila Ahmed Mohammed
B. O. Onankpa
Ridwan M. Jega
Nma Muhammad Jiya
author_sort Usman Nasir Nakakana
title A validation of the Malaria Atlas Project maps and development of a new map of malaria transmission in Sokoto, Nigeria: a cross-sectional study using geographic information systems
title_short A validation of the Malaria Atlas Project maps and development of a new map of malaria transmission in Sokoto, Nigeria: a cross-sectional study using geographic information systems
title_full A validation of the Malaria Atlas Project maps and development of a new map of malaria transmission in Sokoto, Nigeria: a cross-sectional study using geographic information systems
title_fullStr A validation of the Malaria Atlas Project maps and development of a new map of malaria transmission in Sokoto, Nigeria: a cross-sectional study using geographic information systems
title_full_unstemmed A validation of the Malaria Atlas Project maps and development of a new map of malaria transmission in Sokoto, Nigeria: a cross-sectional study using geographic information systems
title_sort validation of the malaria atlas project maps and development of a new map of malaria transmission in sokoto, nigeria: a cross-sectional study using geographic information systems
publisher BMC
publishDate 2020
url https://doi.org/10.1186/s12936-020-03214-8
https://doaj.org/article/9476d313b0014a2ab10d7db780211bfa
geographic Arctic
geographic_facet Arctic
genre Arctic
genre_facet Arctic
op_source Malaria Journal, Vol 19, Iss 1, Pp 1-12 (2020)
op_relation http://link.springer.com/article/10.1186/s12936-020-03214-8
https://doaj.org/toc/1475-2875
doi:10.1186/s12936-020-03214-8
1475-2875
https://doaj.org/article/9476d313b0014a2ab10d7db780211bfa
op_doi https://doi.org/10.1186/s12936-020-03214-8
container_title Malaria Journal
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