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Dynamic mapping of cholera outbreak during the Yemeni Civil War, 2016–2019
Widespread destruction from the Yemeni Civil War (2014–present) triggered the world’s largest cholera outbreak. We compiled a comprehensive health dataset and created dynamic maps to demonstrate spatiotemporal changes in cholera infections and war conflicts. We aligned and merged daily, weekly, and...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Palgrave Macmillan UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9192410/ https://www.ncbi.nlm.nih.gov/pubmed/35614203 http://dx.doi.org/10.1057/s41271-022-00345-x |
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author | Simpson, Ryan B. Babool, Sofia Tarnas, Maia C. Kaminski, Paulina M. Hartwick, Meghan A. Naumova, Elena N. |
author_facet | Simpson, Ryan B. Babool, Sofia Tarnas, Maia C. Kaminski, Paulina M. Hartwick, Meghan A. Naumova, Elena N. |
author_sort | Simpson, Ryan B. |
collection | PubMed |
description | Widespread destruction from the Yemeni Civil War (2014–present) triggered the world’s largest cholera outbreak. We compiled a comprehensive health dataset and created dynamic maps to demonstrate spatiotemporal changes in cholera infections and war conflicts. We aligned and merged daily, weekly, and monthly epidemiological bulletins of confirmed cholera infections and daily conflict events and fatality records to create a dataset of weekly time series for Yemen at the governorate level (subnational regions administered by governors) from 4 January 2016 through 29 December 2019. We demonstrated the use of dynamic mapping for tracing the onset and spread of infection and manmade factors that amplify the outbreak. We report curated data and visualization techniques to further uncover associations between infectious disease outbreaks and risk factors and to better coordinate humanitarian aid and relief efforts during complex emergencies. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1057/s41271-022-00345-x. All movies are available for download at: https://tufts.box.com/v/Simpson-2022-CholeraDynamicMap. |
format | Online Article Text |
id | pubmed-9192410 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Palgrave Macmillan UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-91924102022-06-15 Dynamic mapping of cholera outbreak during the Yemeni Civil War, 2016–2019 Simpson, Ryan B. Babool, Sofia Tarnas, Maia C. Kaminski, Paulina M. Hartwick, Meghan A. Naumova, Elena N. J Public Health Policy Original Article Widespread destruction from the Yemeni Civil War (2014–present) triggered the world’s largest cholera outbreak. We compiled a comprehensive health dataset and created dynamic maps to demonstrate spatiotemporal changes in cholera infections and war conflicts. We aligned and merged daily, weekly, and monthly epidemiological bulletins of confirmed cholera infections and daily conflict events and fatality records to create a dataset of weekly time series for Yemen at the governorate level (subnational regions administered by governors) from 4 January 2016 through 29 December 2019. We demonstrated the use of dynamic mapping for tracing the onset and spread of infection and manmade factors that amplify the outbreak. We report curated data and visualization techniques to further uncover associations between infectious disease outbreaks and risk factors and to better coordinate humanitarian aid and relief efforts during complex emergencies. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1057/s41271-022-00345-x. All movies are available for download at: https://tufts.box.com/v/Simpson-2022-CholeraDynamicMap. Palgrave Macmillan UK 2022-05-25 2022 /pmc/articles/PMC9192410/ /pubmed/35614203 http://dx.doi.org/10.1057/s41271-022-00345-x Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Original Article Simpson, Ryan B. Babool, Sofia Tarnas, Maia C. Kaminski, Paulina M. Hartwick, Meghan A. Naumova, Elena N. Dynamic mapping of cholera outbreak during the Yemeni Civil War, 2016–2019 |
title | Dynamic mapping of cholera outbreak during the Yemeni Civil War, 2016–2019 |
title_full | Dynamic mapping of cholera outbreak during the Yemeni Civil War, 2016–2019 |
title_fullStr | Dynamic mapping of cholera outbreak during the Yemeni Civil War, 2016–2019 |
title_full_unstemmed | Dynamic mapping of cholera outbreak during the Yemeni Civil War, 2016–2019 |
title_short | Dynamic mapping of cholera outbreak during the Yemeni Civil War, 2016–2019 |
title_sort | dynamic mapping of cholera outbreak during the yemeni civil war, 2016–2019 |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9192410/ https://www.ncbi.nlm.nih.gov/pubmed/35614203 http://dx.doi.org/10.1057/s41271-022-00345-x |
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