Cargando…
Assessing the susceptibility of schools to flood events in Iran
Catastrophic floods cause deaths, injuries, and property damages in communities around the world. The losses can be worse among those who are more vulnerable to exposure and this can be enhanced by communities’ vulnerabilities. People in undeveloped and developing countries, like Iran, are more vuln...
Autores principales: | , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7581815/ https://www.ncbi.nlm.nih.gov/pubmed/33093648 http://dx.doi.org/10.1038/s41598-020-75291-3 |
_version_ | 1783599054385577984 |
---|---|
author | Yousefi, Saleh Pourghasemi, Hamid Reza Emami, Sayed Naeim Rahmati, Omid Tavangar, Shahla Pouyan, Soheila Tiefenbacher, John P. Shamsoddini, Shahbaz Nekoeimehr, Mohammad |
author_facet | Yousefi, Saleh Pourghasemi, Hamid Reza Emami, Sayed Naeim Rahmati, Omid Tavangar, Shahla Pouyan, Soheila Tiefenbacher, John P. Shamsoddini, Shahbaz Nekoeimehr, Mohammad |
author_sort | Yousefi, Saleh |
collection | PubMed |
description | Catastrophic floods cause deaths, injuries, and property damages in communities around the world. The losses can be worse among those who are more vulnerable to exposure and this can be enhanced by communities’ vulnerabilities. People in undeveloped and developing countries, like Iran, are more vulnerable and may be more exposed to flood hazards. In this study we investigate the vulnerabilities of 1622 schools to flood hazard in Chaharmahal and Bakhtiari Province, Iran. We used four machine learning models to produce flood susceptibility maps. The analytic hierarchy process method was enhanced with distance from schools to create a school-focused flood-risk map. The results indicate that 492 rural schools and 147 urban schools are in very high-risk locations. Furthermore, 54% of rural students and 8% of urban students study schools in locations of very high flood risk. The situation should be examined very closely and mitigating actions are urgently needed. |
format | Online Article Text |
id | pubmed-7581815 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-75818152020-10-23 Assessing the susceptibility of schools to flood events in Iran Yousefi, Saleh Pourghasemi, Hamid Reza Emami, Sayed Naeim Rahmati, Omid Tavangar, Shahla Pouyan, Soheila Tiefenbacher, John P. Shamsoddini, Shahbaz Nekoeimehr, Mohammad Sci Rep Article Catastrophic floods cause deaths, injuries, and property damages in communities around the world. The losses can be worse among those who are more vulnerable to exposure and this can be enhanced by communities’ vulnerabilities. People in undeveloped and developing countries, like Iran, are more vulnerable and may be more exposed to flood hazards. In this study we investigate the vulnerabilities of 1622 schools to flood hazard in Chaharmahal and Bakhtiari Province, Iran. We used four machine learning models to produce flood susceptibility maps. The analytic hierarchy process method was enhanced with distance from schools to create a school-focused flood-risk map. The results indicate that 492 rural schools and 147 urban schools are in very high-risk locations. Furthermore, 54% of rural students and 8% of urban students study schools in locations of very high flood risk. The situation should be examined very closely and mitigating actions are urgently needed. Nature Publishing Group UK 2020-10-22 /pmc/articles/PMC7581815/ /pubmed/33093648 http://dx.doi.org/10.1038/s41598-020-75291-3 Text en © The Author(s) 2020 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/. |
spellingShingle | Article Yousefi, Saleh Pourghasemi, Hamid Reza Emami, Sayed Naeim Rahmati, Omid Tavangar, Shahla Pouyan, Soheila Tiefenbacher, John P. Shamsoddini, Shahbaz Nekoeimehr, Mohammad Assessing the susceptibility of schools to flood events in Iran |
title | Assessing the susceptibility of schools to flood events in Iran |
title_full | Assessing the susceptibility of schools to flood events in Iran |
title_fullStr | Assessing the susceptibility of schools to flood events in Iran |
title_full_unstemmed | Assessing the susceptibility of schools to flood events in Iran |
title_short | Assessing the susceptibility of schools to flood events in Iran |
title_sort | assessing the susceptibility of schools to flood events in iran |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7581815/ https://www.ncbi.nlm.nih.gov/pubmed/33093648 http://dx.doi.org/10.1038/s41598-020-75291-3 |
work_keys_str_mv | AT yousefisaleh assessingthesusceptibilityofschoolstofloodeventsiniran AT pourghasemihamidreza assessingthesusceptibilityofschoolstofloodeventsiniran AT emamisayednaeim assessingthesusceptibilityofschoolstofloodeventsiniran AT rahmatiomid assessingthesusceptibilityofschoolstofloodeventsiniran AT tavangarshahla assessingthesusceptibilityofschoolstofloodeventsiniran AT pouyansoheila assessingthesusceptibilityofschoolstofloodeventsiniran AT tiefenbacherjohnp assessingthesusceptibilityofschoolstofloodeventsiniran AT shamsoddinishahbaz assessingthesusceptibilityofschoolstofloodeventsiniran AT nekoeimehrmohammad assessingthesusceptibilityofschoolstofloodeventsiniran |