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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...

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Autores principales: Sánchez-Lozano, J. M., Fernández-Martínez, M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2016
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.
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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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