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Spatial Diffusion of Influenza Outbreak-Related Climate Factors in Chiang Mai Province, Thailand
Influenza is one of the most important leading causes of respiratory illness in the countries located in the tropical areas of South East Asia and Thailand. In this study the climate factors associated with influenza incidence in Chiang Mai Province, Northern Thailand, were investigated. Identificat...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3524600/ https://www.ncbi.nlm.nih.gov/pubmed/23202819 http://dx.doi.org/10.3390/ijerph9113824 |
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author | Nakapan, Supachai Tripathi, Nitin Kumar Tipdecho, Taravudh Souris, Marc |
author_facet | Nakapan, Supachai Tripathi, Nitin Kumar Tipdecho, Taravudh Souris, Marc |
author_sort | Nakapan, Supachai |
collection | PubMed |
description | Influenza is one of the most important leading causes of respiratory illness in the countries located in the tropical areas of South East Asia and Thailand. In this study the climate factors associated with influenza incidence in Chiang Mai Province, Northern Thailand, were investigated. Identification of factors responsible for influenza outbreaks and the mapping of potential risk areas in Chiang Mai are long overdue. This work examines the association between yearly climate patterns between 2001 and 2008 and influenza outbreaks in the Chiang Mai Province. The climatic factors included the amount of rainfall, percent of rainy days, relative humidity, maximum, minimum temperatures and temperature difference. The study develops a statistical analysis to quantitatively assess the relationship between climate and influenza outbreaks and then evaluate its suitability for predicting influenza outbreaks. A multiple linear regression technique was used to fit the statistical model. The Inverse Distance Weighted (IDW) interpolation and Geographic Information System (GIS) techniques were used in mapping the spatial diffusion of influenza risk zones. The results show that there is a significance correlation between influenza outbreaks and climate factors for the majority of the studied area. A statistical analysis was conducted to assess the validity of the model comparing model outputs and actual outbreaks. |
format | Online Article Text |
id | pubmed-3524600 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-35246002013-02-10 Spatial Diffusion of Influenza Outbreak-Related Climate Factors in Chiang Mai Province, Thailand Nakapan, Supachai Tripathi, Nitin Kumar Tipdecho, Taravudh Souris, Marc Int J Environ Res Public Health Article Influenza is one of the most important leading causes of respiratory illness in the countries located in the tropical areas of South East Asia and Thailand. In this study the climate factors associated with influenza incidence in Chiang Mai Province, Northern Thailand, were investigated. Identification of factors responsible for influenza outbreaks and the mapping of potential risk areas in Chiang Mai are long overdue. This work examines the association between yearly climate patterns between 2001 and 2008 and influenza outbreaks in the Chiang Mai Province. The climatic factors included the amount of rainfall, percent of rainy days, relative humidity, maximum, minimum temperatures and temperature difference. The study develops a statistical analysis to quantitatively assess the relationship between climate and influenza outbreaks and then evaluate its suitability for predicting influenza outbreaks. A multiple linear regression technique was used to fit the statistical model. The Inverse Distance Weighted (IDW) interpolation and Geographic Information System (GIS) techniques were used in mapping the spatial diffusion of influenza risk zones. The results show that there is a significance correlation between influenza outbreaks and climate factors for the majority of the studied area. A statistical analysis was conducted to assess the validity of the model comparing model outputs and actual outbreaks. MDPI 2012-10-24 2012-11 /pmc/articles/PMC3524600/ /pubmed/23202819 http://dx.doi.org/10.3390/ijerph9113824 Text en © 2012 by the authors; licensee MDPI, Basel, Switzerland. http://creativecommons.org/licenses/by/3.0/ This article is an open-access article distributed under the terms and conditions of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/3.0/). |
spellingShingle | Article Nakapan, Supachai Tripathi, Nitin Kumar Tipdecho, Taravudh Souris, Marc Spatial Diffusion of Influenza Outbreak-Related Climate Factors in Chiang Mai Province, Thailand |
title | Spatial Diffusion of Influenza Outbreak-Related Climate Factors in Chiang Mai Province, Thailand |
title_full | Spatial Diffusion of Influenza Outbreak-Related Climate Factors in Chiang Mai Province, Thailand |
title_fullStr | Spatial Diffusion of Influenza Outbreak-Related Climate Factors in Chiang Mai Province, Thailand |
title_full_unstemmed | Spatial Diffusion of Influenza Outbreak-Related Climate Factors in Chiang Mai Province, Thailand |
title_short | Spatial Diffusion of Influenza Outbreak-Related Climate Factors in Chiang Mai Province, Thailand |
title_sort | spatial diffusion of influenza outbreak-related climate factors in chiang mai province, thailand |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3524600/ https://www.ncbi.nlm.nih.gov/pubmed/23202819 http://dx.doi.org/10.3390/ijerph9113824 |
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