ArticleScientific reports2024
Analyzing temperature, humidity, and precipitation trends in six regions of Thailand using innovative trend analysis.
Article in Scientific reports, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
What it found
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Who cites it
7 citing papers in PubMed.
- Regional impact of extreme temperatures on cardiovascular and respiratory mortality in Thailand: cold wave burden across diverse tropical climate zones.Journal of exposure science & environmental epidemiology · 2026Article
- Characterization of gut microbiota in wild Asian elephants (Elephas maximus) from five forests across Thailand.Scientific reports · 2026Article
- High dietary cation-anion difference as a biological coolant: Mechanisms of enhanced evaporative heat dissipation and comfort in tropical dairy ruminants under natural high ambient temperature.Veterinary world · 2026Review
- Four decades of intensifying Southern Ocean swells along the Pacific coast of the Americas.Nature communications · 2026Article
- An Integrative Assessment ofJournal of tropical medicine · 2026Article
- Understanding temperature-rain data using ID3 based concept reduction technique in FCA.Scientific reports · 2025Article
- Innovative and polygonal trend analysis of temperature in agro climatic zones of India.Scientific reports · 2024Article
Corrections and comments
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Authors and funding
8 authors.
Funding
Abstract
The change of temperature and weather parameters is a major concern affecting sustainable development and impacting various sectors, such as agriculture, tourism, and industry. Changing weather patterns and their impact on water resources are important climatic factors that society is facing. In Thailand, climatological features such as ambient temperature, relative humidity, and precipitation play a substantial role in affecting extreme weather events, which cause damage to the economy, agriculture, tourism, and livelihood of people. To investigate recent serious changes in annual trends of temperature, relative humidity, and precipitation in Thailand, this study used the Mann-Kendall (MK) test and innovative trend analysis (ITA) methods. The MK test showed that all six regions had an upward trend in temperature and humidity index (humidex, how hot the weather feels to the average person), while relative humidity and precipitation showed both upward and downward trends across different regions. The ITA method further confirmed the upward trend in temperature and humidex and showed that most data points fell above the 1:1 line. However, the upward trend in most variables was not significant at the 5% level. The southern and eastern regions showed a significant upward trend in relative humidity and humidex at a 5% level of significance according to the MK test. The output of this study can help in the understanding of weather variations and predict future situations and can be used for adaptation strategies.
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Registered trials
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