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A GIS-based framework to assess heatwave vulnerability and impact scenarios in urban systems
In this work, we propose a GIS-based platform aimed at the analysis of heatwave scenarios risks produced in urbanised environments, applied to assess vulnerability and impact heatwave scenarios. Our framework implements a hierarchical model that represents a good trade-off between forecast accuracy...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10421934/ https://www.ncbi.nlm.nih.gov/pubmed/37567928 http://dx.doi.org/10.1038/s41598-023-39820-0 |
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author | D’Ambrosio, Valeria Di Martino, Ferdinando Miraglia, Vittorio |
author_facet | D’Ambrosio, Valeria Di Martino, Ferdinando Miraglia, Vittorio |
author_sort | D’Ambrosio, Valeria |
collection | PubMed |
description | In this work, we propose a GIS-based platform aimed at the analysis of heatwave scenarios risks produced in urbanised environments, applied to assess vulnerability and impact heatwave scenarios. Our framework implements a hierarchical model that represents a good trade-off between forecast accuracy and portability in different urban fabrics, apart from the spatial scale of the data, using topographic and remote sensing spatial data provided by institutional agencies. The framework has been applied to two study areas: the dense city of Naples (Italy) and the intermediately populated city of Avellino (Italy) in order to evaluate its accuracy performances and portability in different urban fabrics. Our framework can be used by urban planners and decision makers as a tool to locate potential risk zones where it is necessary to implement climate-resilient solutions. |
format | Online Article Text |
id | pubmed-10421934 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-104219342023-08-13 A GIS-based framework to assess heatwave vulnerability and impact scenarios in urban systems D’Ambrosio, Valeria Di Martino, Ferdinando Miraglia, Vittorio Sci Rep Article In this work, we propose a GIS-based platform aimed at the analysis of heatwave scenarios risks produced in urbanised environments, applied to assess vulnerability and impact heatwave scenarios. Our framework implements a hierarchical model that represents a good trade-off between forecast accuracy and portability in different urban fabrics, apart from the spatial scale of the data, using topographic and remote sensing spatial data provided by institutional agencies. The framework has been applied to two study areas: the dense city of Naples (Italy) and the intermediately populated city of Avellino (Italy) in order to evaluate its accuracy performances and portability in different urban fabrics. Our framework can be used by urban planners and decision makers as a tool to locate potential risk zones where it is necessary to implement climate-resilient solutions. Nature Publishing Group UK 2023-08-11 /pmc/articles/PMC10421934/ /pubmed/37567928 http://dx.doi.org/10.1038/s41598-023-39820-0 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article D’Ambrosio, Valeria Di Martino, Ferdinando Miraglia, Vittorio A GIS-based framework to assess heatwave vulnerability and impact scenarios in urban systems |
title | A GIS-based framework to assess heatwave vulnerability and impact scenarios in urban systems |
title_full | A GIS-based framework to assess heatwave vulnerability and impact scenarios in urban systems |
title_fullStr | A GIS-based framework to assess heatwave vulnerability and impact scenarios in urban systems |
title_full_unstemmed | A GIS-based framework to assess heatwave vulnerability and impact scenarios in urban systems |
title_short | A GIS-based framework to assess heatwave vulnerability and impact scenarios in urban systems |
title_sort | gis-based framework to assess heatwave vulnerability and impact scenarios in urban systems |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10421934/ https://www.ncbi.nlm.nih.gov/pubmed/37567928 http://dx.doi.org/10.1038/s41598-023-39820-0 |
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