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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

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  • Daniele Grifoni

    (Institute of Bioeconomy—National Research Council (IBE-CNR), 50019 Sesto Fiorentino, Italy
    Tuscany Region, LaMMA Consortium, 50019 Sesto Fiorentino, Italy
    Membership of the WORKLIMATE Collaborative Group is provided in the Acknowledgments.)

  • Alessandro Messeri

    (Institute of Bioeconomy—National Research Council (IBE-CNR), 50019 Sesto Fiorentino, Italy
    Centre of Bioclimatology—University of Florence (UNIFI), 50100 Florence, Italy
    Membership of the WORKLIMATE Collaborative Group is provided in the Acknowledgments.)

  • Alfonso Crisci

    (Institute of Bioeconomy—National Research Council (IBE-CNR), 50019 Sesto Fiorentino, Italy
    Membership of the WORKLIMATE Collaborative Group is provided in the Acknowledgments.)

  • Michela Bonafede

    (Occupational and Environmental Medicine, Epidemiology and Hygiene Department, Italian Workers’ Compensation Authority (INAIL), 00078 Rome, Italy
    Membership of the WORKLIMATE Collaborative Group is provided in the Acknowledgments.)

  • Francesco Pasi

    (Institute of Bioeconomy—National Research Council (IBE-CNR), 50019 Sesto Fiorentino, Italy
    Tuscany Region, LaMMA Consortium, 50019 Sesto Fiorentino, Italy
    Membership of the WORKLIMATE Collaborative Group is provided in the Acknowledgments.)

  • Bernardo Gozzini

    (Institute of Bioeconomy—National Research Council (IBE-CNR), 50019 Sesto Fiorentino, Italy
    Tuscany Region, LaMMA Consortium, 50019 Sesto Fiorentino, Italy
    Membership of the WORKLIMATE Collaborative Group is provided in the Acknowledgments.)

  • Simone Orlandini

    (Centre of Bioclimatology—University of Florence (UNIFI), 50100 Florence, Italy
    Department of Agriculture, Food, Environment and Forestry (DAGRI), University of Florence, Piazzale delle Cascine 18, 50144 Florence, Italy)

  • Alessandro Marinaccio

    (Occupational and Environmental Medicine, Epidemiology and Hygiene Department, Italian Workers’ Compensation Authority (INAIL), 00078 Rome, Italy
    Membership of the WORKLIMATE Collaborative Group is provided in the Acknowledgments.)

  • Riccardo Mari

    (Institute of Bioeconomy—National Research Council (IBE-CNR), 50019 Sesto Fiorentino, Italy
    Tuscany Region, LaMMA Consortium, 50019 Sesto Fiorentino, Italy)

  • Marco Morabito

    (Institute of Bioeconomy—National Research Council (IBE-CNR), 50019 Sesto Fiorentino, Italy
    Centre of Bioclimatology—University of Florence (UNIFI), 50100 Florence, Italy
    Membership of the WORKLIMATE Collaborative Group is provided in the Acknowledgments.)

  • on behalf of the WORKLIMATE Collaborative Group

    (Membership of the WORKLIMATE Collaborative Group is provided in the Acknowledgments.)

Abstract

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.

Suggested Citation

  • Daniele Grifoni & Alessandro Messeri & Alfonso Crisci & Michela Bonafede & Francesco Pasi & Bernardo Gozzini & Simone Orlandini & Alessandro Marinaccio & Riccardo Mari & Marco Morabito & on behalf of , 2021. "Performances of Limited Area Models for the WORKLIMATE Heat–Health Warning System to Protect Worker’s Health and Productivity in Italy," IJERPH, MDPI, vol. 18(18), pages 1-20, September.
  • Handle: RePEc:gam:jijerp:v:18:y:2021:i:18:p:9940-:d:640133
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    References listed on IDEAS

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    1. Annkatrin Burgstall & Ana Casanueva & Sven Kotlarski & Cornelia Schwierz, 2019. "Heat Warnings in Switzerland: Reassessing the Choice of the Current Heat Stress Index," IJERPH, MDPI, vol. 16(15), pages 1-19, July.
    2. Shahrestani, Mehdi & Yao, Runming & Luo, Zhiwen & Turkbeyler, Erdal & Davies, Hywel, 2015. "A field study of urban microclimates in London," Renewable Energy, Elsevier, vol. 73(C), pages 3-9.
    3. Alessandro Messeri & Marco Morabito & Michela Bonafede & Marcella Bugani & Miriam Levi & Alberto Baldasseroni & Alessandra Binazzi & Bernardo Gozzini & Simone Orlandini & Lars Nybo & Alessandro Marina, 2019. "Heat Stress Perception among Native and Migrant Workers in Italian Industries—Case Studies from the Construction and Agricultural Sectors," IJERPH, MDPI, vol. 16(7), pages 1-13, March.
    4. Haruna M. Moda & Walter Leal Filho & Aprajita Minhas, 2019. "Impacts of Climate Change on Outdoor Workers and Their Safety: Some Research Priorities," IJERPH, MDPI, vol. 16(18), pages 1-21, September.
    5. Ana Casanueva & Annkatrin Burgstall & Sven Kotlarski & Alessandro Messeri & Marco Morabito & Andreas D. Flouris & Lars Nybo & Christoph Spirig & Cornelia Schwierz, 2019. "Overview of Existing Heat-Health Warning Systems in Europe," IJERPH, MDPI, vol. 16(15), pages 1-22, July.
    6. Marco Morabito & Alessandro Messeri & Pascal Noti & Ana Casanueva & Alfonso Crisci & Sven Kotlarski & Simone Orlandini & Cornelia Schwierz & Christoph Spirig & Boris R.M. Kingma & Andreas D. Flouris &, 2019. "An Occupational Heat–Health Warning System for Europe: The HEAT-SHIELD Platform," IJERPH, MDPI, vol. 16(16), pages 1-21, August.
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    Cited by:

    1. Chiara Di Blasi & Alessandro Marinaccio & Claudio Gariazzo & Luca Taiano & Michela Bonafede & Antonio Leva & Marco Morabito & Paola Michelozzi & Francesca K. de’ Donato & on behalf of the Worklimate C, 2023. "Effects of Temperatures and Heatwaves on Occupational Injuries in the Agricultural Sector in Italy," IJERPH, MDPI, vol. 20(4), pages 1-14, February.

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