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The changing relationship between Cholera and interannual climate variables in Kolkata over the past century
BACKGROUND: In the Bengal Delta, research has shown that climate and cholera are linked. One demonstration of this is the relationship between interannual ocean-atmospheric oscillations such as the El Niño Southern Oscillation (ENSO) and the Indian Ocean Dipole (IOD). What remains unclear in the pre...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10498578/ https://www.ncbi.nlm.nih.gov/pubmed/37704999 http://dx.doi.org/10.1186/s13099-023-00565-w |
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author | Shackleton, Debbie Memon, Fayyaz Ali Chen, Albert Dutta, Shanta Kanungo, Suman Deb, Alok |
author_facet | Shackleton, Debbie Memon, Fayyaz Ali Chen, Albert Dutta, Shanta Kanungo, Suman Deb, Alok |
author_sort | Shackleton, Debbie |
collection | PubMed |
description | BACKGROUND: In the Bengal Delta, research has shown that climate and cholera are linked. One demonstration of this is the relationship between interannual ocean-atmospheric oscillations such as the El Niño Southern Oscillation (ENSO) and the Indian Ocean Dipole (IOD). What remains unclear in the present literature is the nature of this relationship in the specific context of Kolkata, and how this relationship may have changed over time. RESULTS: In this study, we analyse the changing relationship between ENSO and IOD with cholera in Kolkata over recent (1999–2019) and historical (1897–1941) time intervals. Wavelet coherence analysis revealed significant non-stationary association at 2–4 year and 4–8 year periods between cholera and both interannual timeseries during both time intervals. However, coherence was notably weakened in the recent interval, particularly with regards to ENSO, a result supported by a complementary SARIMA analysis. Similar coherence patterns with temperature indicate it could be an important mediating factor in the relationship between cholera and oscillating climate phenomena in Kolkata. CONCLUSIONS: This study reveals a shifting relationship between cholera and climate variables (ENSO and IOD) in Kolkata, suggesting a decoupling between environmental influences and cholera transmission in recent years. Our results therefore do not suggest that an intensification of ENSO is likely to significantly influence cholera in the region. We also find that the relationship between cholera and interannual climate variables is distinct to Kolkata, highlighting the spatial heterogeneity of the climate-cholera relationship even within the Bengal Delta. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13099-023-00565-w. |
format | Online Article Text |
id | pubmed-10498578 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-104985782023-09-14 The changing relationship between Cholera and interannual climate variables in Kolkata over the past century Shackleton, Debbie Memon, Fayyaz Ali Chen, Albert Dutta, Shanta Kanungo, Suman Deb, Alok Gut Pathog Research BACKGROUND: In the Bengal Delta, research has shown that climate and cholera are linked. One demonstration of this is the relationship between interannual ocean-atmospheric oscillations such as the El Niño Southern Oscillation (ENSO) and the Indian Ocean Dipole (IOD). What remains unclear in the present literature is the nature of this relationship in the specific context of Kolkata, and how this relationship may have changed over time. RESULTS: In this study, we analyse the changing relationship between ENSO and IOD with cholera in Kolkata over recent (1999–2019) and historical (1897–1941) time intervals. Wavelet coherence analysis revealed significant non-stationary association at 2–4 year and 4–8 year periods between cholera and both interannual timeseries during both time intervals. However, coherence was notably weakened in the recent interval, particularly with regards to ENSO, a result supported by a complementary SARIMA analysis. Similar coherence patterns with temperature indicate it could be an important mediating factor in the relationship between cholera and oscillating climate phenomena in Kolkata. CONCLUSIONS: This study reveals a shifting relationship between cholera and climate variables (ENSO and IOD) in Kolkata, suggesting a decoupling between environmental influences and cholera transmission in recent years. Our results therefore do not suggest that an intensification of ENSO is likely to significantly influence cholera in the region. We also find that the relationship between cholera and interannual climate variables is distinct to Kolkata, highlighting the spatial heterogeneity of the climate-cholera relationship even within the Bengal Delta. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13099-023-00565-w. BioMed Central 2023-09-13 /pmc/articles/PMC10498578/ /pubmed/37704999 http://dx.doi.org/10.1186/s13099-023-00565-w Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Shackleton, Debbie Memon, Fayyaz Ali Chen, Albert Dutta, Shanta Kanungo, Suman Deb, Alok The changing relationship between Cholera and interannual climate variables in Kolkata over the past century |
title | The changing relationship between Cholera and interannual climate variables in Kolkata over the past century |
title_full | The changing relationship between Cholera and interannual climate variables in Kolkata over the past century |
title_fullStr | The changing relationship between Cholera and interannual climate variables in Kolkata over the past century |
title_full_unstemmed | The changing relationship between Cholera and interannual climate variables in Kolkata over the past century |
title_short | The changing relationship between Cholera and interannual climate variables in Kolkata over the past century |
title_sort | changing relationship between cholera and interannual climate variables in kolkata over the past century |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10498578/ https://www.ncbi.nlm.nih.gov/pubmed/37704999 http://dx.doi.org/10.1186/s13099-023-00565-w |
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