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Performances of Limited Area Models for the WORKLIMATE Heat–Health Warning System to Protect Worker’s Health and Productivity in Italy
Outdoor workers are particularly exposed to climate conditions, and in particular, the increase of environmental temperature directly affects their health and productivity. For these reasons, in recent years, heat-health warning systems have been developed for workers generally using heat stress ind...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8466979/ https://www.ncbi.nlm.nih.gov/pubmed/34574860 http://dx.doi.org/10.3390/ijerph18189940 |
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author | Grifoni, Daniele Messeri, Alessandro Crisci, Alfonso Bonafede, Michela Pasi, Francesco Gozzini, Bernardo Orlandini, Simone Marinaccio, Alessandro Mari, Riccardo Morabito, Marco |
author_facet | Grifoni, Daniele Messeri, Alessandro Crisci, Alfonso Bonafede, Michela Pasi, Francesco Gozzini, Bernardo Orlandini, Simone Marinaccio, Alessandro Mari, Riccardo Morabito, Marco |
author_sort | Grifoni, Daniele |
collection | PubMed |
description | Outdoor workers are particularly exposed to climate conditions, and in particular, the increase of environmental temperature directly affects their health and productivity. For these reasons, in recent years, heat-health warning systems have been developed for workers generally using heat stress indicators obtained by the combination of meteorological parameters to describe the thermal stress induced by the outdoor environment on the human body. There are several studies on the verification of the parameters predicted by meteorological models, but very few relating to the validation of heat stress indicators. This study aims to verify the performance of two limited area models, with different spatial resolution, potentially applicable in the occupational heat health warning system developed within the WORKLIMATE project for the Italian territory. A comparison between the Wet Bulb Globe Temperature predicted by the models and that obtained by data from 28 weather stations was carried out over about three summer seasons in different daily time slots, using the most common skill of performance. The two meteorological models were overall comparable for much of the Italian explored territory, while major limits have emerged in areas with complex topography. This study demonstrated the applicability of limited area models in occupational heat health warning systems. |
format | Online Article Text |
id | pubmed-8466979 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-84669792021-09-27 Performances of Limited Area Models for the WORKLIMATE Heat–Health Warning System to Protect Worker’s Health and Productivity in Italy Grifoni, Daniele Messeri, Alessandro Crisci, Alfonso Bonafede, Michela Pasi, Francesco Gozzini, Bernardo Orlandini, Simone Marinaccio, Alessandro Mari, Riccardo Morabito, Marco Int J Environ Res Public Health Article Outdoor workers are particularly exposed to climate conditions, and in particular, the increase of environmental temperature directly affects their health and productivity. For these reasons, in recent years, heat-health warning systems have been developed for workers generally using heat stress indicators obtained by the combination of meteorological parameters to describe the thermal stress induced by the outdoor environment on the human body. There are several studies on the verification of the parameters predicted by meteorological models, but very few relating to the validation of heat stress indicators. This study aims to verify the performance of two limited area models, with different spatial resolution, potentially applicable in the occupational heat health warning system developed within the WORKLIMATE project for the Italian territory. A comparison between the Wet Bulb Globe Temperature predicted by the models and that obtained by data from 28 weather stations was carried out over about three summer seasons in different daily time slots, using the most common skill of performance. The two meteorological models were overall comparable for much of the Italian explored territory, while major limits have emerged in areas with complex topography. This study demonstrated the applicability of limited area models in occupational heat health warning systems. MDPI 2021-09-21 /pmc/articles/PMC8466979/ /pubmed/34574860 http://dx.doi.org/10.3390/ijerph18189940 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Grifoni, Daniele Messeri, Alessandro Crisci, Alfonso Bonafede, Michela Pasi, Francesco Gozzini, Bernardo Orlandini, Simone Marinaccio, Alessandro Mari, Riccardo Morabito, Marco Performances of Limited Area Models for the WORKLIMATE Heat–Health Warning System to Protect Worker’s Health and Productivity in Italy |
title | Performances of Limited Area Models for the WORKLIMATE Heat–Health Warning System to Protect Worker’s Health and Productivity in Italy |
title_full | Performances of Limited Area Models for the WORKLIMATE Heat–Health Warning System to Protect Worker’s Health and Productivity in Italy |
title_fullStr | Performances of Limited Area Models for the WORKLIMATE Heat–Health Warning System to Protect Worker’s Health and Productivity in Italy |
title_full_unstemmed | Performances of Limited Area Models for the WORKLIMATE Heat–Health Warning System to Protect Worker’s Health and Productivity in Italy |
title_short | Performances of Limited Area Models for the WORKLIMATE Heat–Health Warning System to Protect Worker’s Health and Productivity in Italy |
title_sort | performances of limited area models for the worklimate heat–health warning system to protect worker’s health and productivity in italy |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8466979/ https://www.ncbi.nlm.nih.gov/pubmed/34574860 http://dx.doi.org/10.3390/ijerph18189940 |
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