Thai Health Promotion Foundation

Temporally Robust Rainfall Classification from Radiosonde-Derived Atmospheric Instability Indices: A Machine Learning Approach with SHAP Interpretability

We evaluate binary rainfall occurrence classification in southern Thailand using 00 UTC radiosonde profiles from Phuket Airport and rainfall observations at Phuket, Krabi, Takua Pa (Phang-nga) and Nakhon Si Thammarat. Of 2631 soundings from 2011 to 2021, 1487 met quality-control...

Temperature-Dependent Changes in Physicochemical Properties and Selected Bioactive Compounds During Controlled Fermentation of Cocoa Beans (Theobroma cacao)

Cocoa bean (Theobroma cacao L.) fermentation is an important postharvest process that influences the physicochemical characteristics and quality of cocoa beans. This study investigated the effects of controlled fermentation temperatures (15, 25, 35, and 45 °C) on physicochemical...

Seismic hazard analysis and risk classification for major dams in Thailand: a nationwide study

Abstract Background Seismic hazards pose increasing challenges to the safety of large dams in Thailand, particularly those located near active fault systems. Despite the critical role of dams in water resources, hydropower generation, and flood control, a comprehensive nationwide...