Інтеграція моделі та смартфон технологій для оцінювання терморегуляції у холодній воді

This study investigates human thermal and physiological responses during water immersion. The task addressed relates to the current gap between sophisticated, expert-driven mathematical models of thermoregulation and the practical demand for accessible tools to assess thermal risks in open water. To bridge the gap, this paper proposes a method based on the integration of a multicompartmental mathematical model of human thermoregulation with a mobile application. The results of the study confirm the method's effectiveness in predicting human physiological responses during water immersion. Model validation against experimental data demonstrated strong concordance, particularly in reproducing core temperature dynamics under cold-water exposure (Theil index ≈ 0; t(9) = 2.16, p > 0.05). Modeling results indicate that moderate activity (300 W) in water at a temperature of 10°C leads to a decrease in internal temperature, whereas higher activity levels (600 W) are sufficient to maintain normal body temperature. Wetsuits play a critical role in preserving human temperature regime during cold-water immersion; without a wetsuit, passive immersion at 17°C results in hypothermia within 60 minutes (Tcore < 36°C). Conversely, during high-intensity exercise (1100 W), wetsuits may increase thermal strain, with body temperature rising to 39.2°C over 60 minutes, while in the absence of protective clothing – Tcore = 38.1°C. The findings provide quantitative insights into the influence of water, immersion level, activity, and wetsuit on human thermal responses. The app that was developed could predict safety guidelines for aquatic sports and recreational activities.

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Journal
The Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy
Published
2025-12-31
Primary Topic
Thermoregulation and physiological responses
Type
article
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article

Інтеграція моделі та смартфон технологій для оцінювання терморегуляції у холодній воді

Oleksandr Volkov, Анастасія Юріївна Ніколаєнко, Юлія Петрівна Тадеєва, Олег Васильович Грицаюк et al.
The Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy
Thermoregulation and physiological responses
article

Інтеграція моделі та смартфон технологій для оцінювання терморегуляції у холодній воді

Oleksandr Volkov, Анастасія Юріївна Ніколаєнко, Юлія Петрівна Тадеєва, Олег Васильович Грицаюк, Ірена Йосипівна Єрмакова
article en

Abstract

This study investigates human thermal and physiological responses during water immersion. The task addressed relates to the current gap between sophisticated, expert-driven mathematical models of thermoregulation and the practical demand for accessible tools to assess thermal risks in open water. To bridge the gap, this paper proposes a method based on the integration of a multicompartmental mathematical model of human thermoregulation with a mobile application. The results of the study confirm the method's effectiveness in predicting human physiological responses during water immersion. Model validation against experimental data demonstrated strong concordance, particularly in reproducing core temperature dynamics under cold-water exposure (Theil index ≈ 0; t(9) = 2.16, p > 0.05). Modeling results indicate that moderate activity (300 W) in water at a temperature of 10°C leads to a decrease in internal temperature, whereas higher activity levels (600 W) are sufficient to maintain normal body temperature. Wetsuits play a critical role in preserving human temperature regime during cold-water immersion; without a wetsuit, passive immersion at 17°C results in hypothermia within 60 minutes (Tcore < 36°C). Conversely, during high-intensity exercise (1100 W), wetsuits may increase thermal strain, with body temperature rising to 39.2°C over 60 minutes, while in the absence of protective clothing – Tcore = 38.1°C. The findings provide quantitative insights into the influence of water, immersion level, activity, and wetsuit on human thermal responses. The app that was developed could predict safety guidelines for aquatic sports and recreational activities.

The Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy
Institute of Information Technologies (BG)
Clean water and sanitation
Openalex Percentile: Top 31%
Thermoregulation and physiological responses
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Інтеграція моделі та смартфон технологій для оцінювання терморегуляції у холодній воді — Oleksandr Volkov, Анастасія Юріївна Ніколаєнко, et al. · The Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy (2025) | TGRS Research Map | TGRS