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Near-Earth object hazardous impact: A Multi-Criteria Decision Making approach
The impact of a near-Earth object (NEO) may release large amounts of energy and cause serious damage. Several NEO hazard studies conducted over the past few years provide forecasts, impact probabilities and assessment ratings, such as the Torino and Palermo scales. These high-risk NEO assessments in...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5111055/ https://www.ncbi.nlm.nih.gov/pubmed/27848986 http://dx.doi.org/10.1038/srep37055 |
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author | Sánchez-Lozano, J. M. Fernández-Martínez, M. |
author_facet | Sánchez-Lozano, J. M. Fernández-Martínez, M. |
author_sort | Sánchez-Lozano, J. M. |
collection | PubMed |
description | The impact of a near-Earth object (NEO) may release large amounts of energy and cause serious damage. Several NEO hazard studies conducted over the past few years provide forecasts, impact probabilities and assessment ratings, such as the Torino and Palermo scales. These high-risk NEO assessments involve several criteria, including impact energy, mass, and absolute magnitude. The main objective of this paper is to provide the first Multi-Criteria Decision Making (MCDM) approach to classify hazardous NEOs. Our approach applies a combination of two methods from a widely utilized decision making theory. Specifically, the Analytic Hierarchy Process (AHP) methodology is employed to determine the criteria weights, which influence the decision making, and the Technique for Order Performance by Similarity to Ideal Solution (TOPSIS) is used to obtain a ranking of alternatives (potentially hazardous NEOs). In addition, NEO datasets provided by the NASA Near-Earth Object Program are utilized. This approach allows the classification of NEOs by descending order of their TOPSIS ratio, a single quantity that contains all of the relevant information for each object. |
format | Online Article Text |
id | pubmed-5111055 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-51110552016-11-23 Near-Earth object hazardous impact: A Multi-Criteria Decision Making approach Sánchez-Lozano, J. M. Fernández-Martínez, M. Sci Rep Article The impact of a near-Earth object (NEO) may release large amounts of energy and cause serious damage. Several NEO hazard studies conducted over the past few years provide forecasts, impact probabilities and assessment ratings, such as the Torino and Palermo scales. These high-risk NEO assessments involve several criteria, including impact energy, mass, and absolute magnitude. The main objective of this paper is to provide the first Multi-Criteria Decision Making (MCDM) approach to classify hazardous NEOs. Our approach applies a combination of two methods from a widely utilized decision making theory. Specifically, the Analytic Hierarchy Process (AHP) methodology is employed to determine the criteria weights, which influence the decision making, and the Technique for Order Performance by Similarity to Ideal Solution (TOPSIS) is used to obtain a ranking of alternatives (potentially hazardous NEOs). In addition, NEO datasets provided by the NASA Near-Earth Object Program are utilized. This approach allows the classification of NEOs by descending order of their TOPSIS ratio, a single quantity that contains all of the relevant information for each object. Nature Publishing Group 2016-11-16 /pmc/articles/PMC5111055/ /pubmed/27848986 http://dx.doi.org/10.1038/srep37055 Text en Copyright © 2016, The Author(s) http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Article Sánchez-Lozano, J. M. Fernández-Martínez, M. Near-Earth object hazardous impact: A Multi-Criteria Decision Making approach |
title | Near-Earth object hazardous impact: A Multi-Criteria Decision Making approach |
title_full | Near-Earth object hazardous impact: A Multi-Criteria Decision Making approach |
title_fullStr | Near-Earth object hazardous impact: A Multi-Criteria Decision Making approach |
title_full_unstemmed | Near-Earth object hazardous impact: A Multi-Criteria Decision Making approach |
title_short | Near-Earth object hazardous impact: A Multi-Criteria Decision Making approach |
title_sort | near-earth object hazardous impact: a multi-criteria decision making approach |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5111055/ https://www.ncbi.nlm.nih.gov/pubmed/27848986 http://dx.doi.org/10.1038/srep37055 |
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