Spatial Diffusion of Influenza Outbreak-Related Climate Factors in Chiang Mai Province, Thailand

نویسندگان

  • Supachai Nakapan
  • Nitin Kumar Tripathi
  • Taravudh Tipdecho
  • Marc Souris
چکیده

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.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Knowledge, Attitude, Practice and Acceptance of COVID-19 Vaccine among Elderly in Chiang Mai, Thailand

Aims: This study determined the knowledge, attitudes, and practices regarding COVID-19 and assessed the acceptance of the COVID-19 vaccine among the elderly in Chiang Mai, Thailand. Instrument & Methods: From February to May 2021, a cross-sectional study was conducted among 450 elderly 60 years old and above who lived in Chiang Mai Municipality. The questionnaire collected demographic characte...

متن کامل

Exploring spatial patterns and hotspots of diarrhea in Chiang Mai, Thailand

BACKGROUND Diarrhea is a major public health problem in Thailand. The Ministry of Public Health, Thailand, has been trying to monitor and control this disease for many years. The methodology and the results from this study could be useful for public health officers to develop a system to monitor and prevent diarrhea outbreaks. METHODS The objective of this study was to analyse the epidemic ou...

متن کامل

Effect of low dose X-ray on membrane fluidity of thalassemic red blood cells

Background: Chest X-ray is one of the examinations required for an annual health checkup. The interaction of radiation to the medium produces free radicals, which consequently causes biological changes either structural or properties of the cells. Whether the radiation from Chest X-ray upright technique affects the plasma membrane fluidity of thalassemic red blood cells (RBCs) is still unclear....

متن کامل

Comparative study of Master's Community Health Nursing in Iran with Chiang Mai University of Thailand

Introduction: The main mission of Nursing Colleges and Centers is to improve the learning and learning of learners during training. Regarding the performance of other countries, this study also aimed to compare the postgraduate program of Master of community Health Nursing in Iran with Chiang Mai University in Thailand.This study aimed to compare the Master's degree program of community health ...

متن کامل

Lung Cancer Related to Environmental and Occupational Hazards and Epidemiology in Chiang Mai, Thailand

The causes of lung cancer in northern Thailand have not been completely understood, but it is strongly believed that they are multi-factorial. The environmental and occupational factors have played a signiˆcant role on lung cancer. They can be categorized as physical, chemical, and biological. In the northern region of Thailand, speciˆcally Chiang Mai province, it has been recognized that the i...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره 9  شماره 

صفحات  -

تاریخ انتشار 2012