Cargando…

Event-Based Heat-Related Risk Assessment Model for South Korea Using Maximum Perceived Temperature, Wet-Bulb Globe Temperature, and Air Temperature Data

This study aimed to assess the heat-related risk (excess mortality rate) at six cities, namely, Seoul, Incheon, Daejeon, Gwangju, Daegu, and Busan, in South Korea using the daily maximum perceived temperature (PTmax), which is a physiology-based thermal comfort index, the wet-bulb globe temperature,...

Descripción completa

Detalles Bibliográficos
Autores principales: Kang, Misun, Kim, Kyu Rang, Shin, Ju-Young
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7215463/
https://www.ncbi.nlm.nih.gov/pubmed/32290451
http://dx.doi.org/10.3390/ijerph17082631
_version_ 1783532193400750080
author Kang, Misun
Kim, Kyu Rang
Shin, Ju-Young
author_facet Kang, Misun
Kim, Kyu Rang
Shin, Ju-Young
author_sort Kang, Misun
collection PubMed
description This study aimed to assess the heat-related risk (excess mortality rate) at six cities, namely, Seoul, Incheon, Daejeon, Gwangju, Daegu, and Busan, in South Korea using the daily maximum perceived temperature (PTmax), which is a physiology-based thermal comfort index, the wet-bulb globe temperature, which is meteorology-based thermal comfort index, and air temperature. Particularly, the applicability of PTmax was evaluated using excess mortality rate modeling. An event-based heat-related risk assessment model was employed for modeling the excess mortality rate. The performances of excess mortality rate models using those variables were evaluated for two data sets that were used (training data, 2000–2016) and not used (test data, 2017–2018) for the construction of the assessment models. Additionally, the excess mortality rate was separately modeled depending on regions and ages. PTmax is a good temperature indicator that can be used to model the excess mortality rate in South Korea. The application of PTmax in modeling the total mortality rate yields the best performances for the test data set, particularly for young people. From a forecasting perspective, PTmax is the most appropriate temperature indicator for assessing the heat-related excess mortality rate in South Korea.
format Online
Article
Text
id pubmed-7215463
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-72154632020-05-22 Event-Based Heat-Related Risk Assessment Model for South Korea Using Maximum Perceived Temperature, Wet-Bulb Globe Temperature, and Air Temperature Data Kang, Misun Kim, Kyu Rang Shin, Ju-Young Int J Environ Res Public Health Article This study aimed to assess the heat-related risk (excess mortality rate) at six cities, namely, Seoul, Incheon, Daejeon, Gwangju, Daegu, and Busan, in South Korea using the daily maximum perceived temperature (PTmax), which is a physiology-based thermal comfort index, the wet-bulb globe temperature, which is meteorology-based thermal comfort index, and air temperature. Particularly, the applicability of PTmax was evaluated using excess mortality rate modeling. An event-based heat-related risk assessment model was employed for modeling the excess mortality rate. The performances of excess mortality rate models using those variables were evaluated for two data sets that were used (training data, 2000–2016) and not used (test data, 2017–2018) for the construction of the assessment models. Additionally, the excess mortality rate was separately modeled depending on regions and ages. PTmax is a good temperature indicator that can be used to model the excess mortality rate in South Korea. The application of PTmax in modeling the total mortality rate yields the best performances for the test data set, particularly for young people. From a forecasting perspective, PTmax is the most appropriate temperature indicator for assessing the heat-related excess mortality rate in South Korea. MDPI 2020-04-11 2020-04 /pmc/articles/PMC7215463/ /pubmed/32290451 http://dx.doi.org/10.3390/ijerph17082631 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Kang, Misun
Kim, Kyu Rang
Shin, Ju-Young
Event-Based Heat-Related Risk Assessment Model for South Korea Using Maximum Perceived Temperature, Wet-Bulb Globe Temperature, and Air Temperature Data
title Event-Based Heat-Related Risk Assessment Model for South Korea Using Maximum Perceived Temperature, Wet-Bulb Globe Temperature, and Air Temperature Data
title_full Event-Based Heat-Related Risk Assessment Model for South Korea Using Maximum Perceived Temperature, Wet-Bulb Globe Temperature, and Air Temperature Data
title_fullStr Event-Based Heat-Related Risk Assessment Model for South Korea Using Maximum Perceived Temperature, Wet-Bulb Globe Temperature, and Air Temperature Data
title_full_unstemmed Event-Based Heat-Related Risk Assessment Model for South Korea Using Maximum Perceived Temperature, Wet-Bulb Globe Temperature, and Air Temperature Data
title_short Event-Based Heat-Related Risk Assessment Model for South Korea Using Maximum Perceived Temperature, Wet-Bulb Globe Temperature, and Air Temperature Data
title_sort event-based heat-related risk assessment model for south korea using maximum perceived temperature, wet-bulb globe temperature, and air temperature data
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7215463/
https://www.ncbi.nlm.nih.gov/pubmed/32290451
http://dx.doi.org/10.3390/ijerph17082631
work_keys_str_mv AT kangmisun eventbasedheatrelatedriskassessmentmodelforsouthkoreausingmaximumperceivedtemperaturewetbulbglobetemperatureandairtemperaturedata
AT kimkyurang eventbasedheatrelatedriskassessmentmodelforsouthkoreausingmaximumperceivedtemperaturewetbulbglobetemperatureandairtemperaturedata
AT shinjuyoung eventbasedheatrelatedriskassessmentmodelforsouthkoreausingmaximumperceivedtemperaturewetbulbglobetemperatureandairtemperaturedata