A mathematical approach for assessing landslide vulnerability

ABSTRACT: A natural phenomenon (hazard) may be characterized in terms of temporal, spatial and magnitude probabilities. The effects of the interaction between the hazard and the exposed element depend on the intensity of the hazard and on the resistance, sometimes called susceptibility, of the eleme...

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Autores:
García Aristizábal, Edwin Fabián
de Moraes Guimarães Silva, Maria Tâmara
Martínez Carvajal, Hernán Eduardo
Aristizábal Giraldo, Edier Vicente
Larios Benavides, Mayra Alejandra
Tipo de recurso:
Article of investigation
Fecha de publicación:
2018
Institución:
Universidad de Antioquia
Repositorio:
Repositorio UdeA
Idioma:
eng
OAI Identifier:
oai:bibliotecadigital.udea.edu.co:10495/34433
Acceso en línea:
https://hdl.handle.net/10495/34433
Palabra clave:
Deslizamientos de tierra
Landslides
Rights
openAccess
License
https://creativecommons.org/licenses/by-nc-sa/4.0/
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dc.title.spa.fl_str_mv A mathematical approach for assessing landslide vulnerability
dc.title.translated.spa.fl_str_mv Un modelo matemático para la evaluación de la vulnerabilidad por deslizamientos
title A mathematical approach for assessing landslide vulnerability
spellingShingle A mathematical approach for assessing landslide vulnerability
Deslizamientos de tierra
Landslides
title_short A mathematical approach for assessing landslide vulnerability
title_full A mathematical approach for assessing landslide vulnerability
title_fullStr A mathematical approach for assessing landslide vulnerability
title_full_unstemmed A mathematical approach for assessing landslide vulnerability
title_sort A mathematical approach for assessing landslide vulnerability
dc.creator.fl_str_mv García Aristizábal, Edwin Fabián
de Moraes Guimarães Silva, Maria Tâmara
Martínez Carvajal, Hernán Eduardo
Aristizábal Giraldo, Edier Vicente
Larios Benavides, Mayra Alejandra
dc.contributor.author.none.fl_str_mv García Aristizábal, Edwin Fabián
de Moraes Guimarães Silva, Maria Tâmara
Martínez Carvajal, Hernán Eduardo
Aristizábal Giraldo, Edier Vicente
Larios Benavides, Mayra Alejandra
dc.contributor.researchgroup.spa.fl_str_mv Grupo de Investigación en Infraestructura (GII)
dc.subject.lemb.none.fl_str_mv Deslizamientos de tierra
Landslides
topic Deslizamientos de tierra
Landslides
description ABSTRACT: A natural phenomenon (hazard) may be characterized in terms of temporal, spatial and magnitude probabilities. The effects of the interaction between the hazard and the exposed element depend on the intensity of the hazard and on the resistance, sometimes called susceptibility, of the element at risk, which describes the propensity of a building or other infrastructure to suffer damage from a specific hazard impact. Consequently, a modern concept of vulnerability must consider the intensity of the hazard as well as the structural resistance of the exposed infrastructure. This concept is referred to as physical vulnerability, and the most accepted definition is a representation of the expected degree of loss quantified on a scale of 0 (no damage) to 1 (total destruction). Thus, this work presents a mathematical model for landslide physical vulnerability assessment, here named the T-Model, based on the “Principle of Natural Proportionality” and calibrated with field observations of the massive rainfall-triggered landslide event that occurred in Nova Friburgo, Brazil in November of 2011. The model was also calibrated for a flow-type movement that is based on field observations of the failure of a tailing dam that affected the district of Bento Rodrigues, Brazil in November of 2015. The results showed a good agreement between predictions and the observed level of damages. Thus, it is possible to conclude that from a mathematical point of view, the model may be qualified as universal. It is recognized that a real universal objective model for vulnerability to landslides is not practical at present. More important than the model itself is the methodology that is presented here, which leads the user to take qualitative damage information from the field and develop it into a quantitative mathematical framework. Potential users of the T-Model must be cautious regarding the values of parameters that are presented in this paper. The T-Model is just a modest proposal that requires further calibration and deep expert criticisms.
publishDate 2018
dc.date.issued.none.fl_str_mv 2018
dc.date.accessioned.none.fl_str_mv 2023-04-02T18:46:58Z
dc.date.available.none.fl_str_mv 2023-04-02T18:46:58Z
dc.type.spa.fl_str_mv Artículo de investigación
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dc.identifier.citation.spa.fl_str_mv MartínezCarvajal, Hernán Eduardo, de Moraes Guimarães Silva, Maria Tâmara, García Aristizábal, Edwin Fabián, Aristizábal-Giraldo, Edier V, & Larios Benavides, Mayra Alejandra. (2018). A mathematical approach for assessing landslide vulnerability. Earth Sciences Research Journal, 22(4), 251-273. https://doi.org/10.15446/esrj.v22n4.68553
dc.identifier.issn.none.fl_str_mv 1794-6190
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/10495/34433
dc.identifier.doi.none.fl_str_mv 10.15446/esrj.v22n4.68553
dc.identifier.eissn.none.fl_str_mv 2339-3459
identifier_str_mv MartínezCarvajal, Hernán Eduardo, de Moraes Guimarães Silva, Maria Tâmara, García Aristizábal, Edwin Fabián, Aristizábal-Giraldo, Edier V, & Larios Benavides, Mayra Alejandra. (2018). A mathematical approach for assessing landslide vulnerability. Earth Sciences Research Journal, 22(4), 251-273. https://doi.org/10.15446/esrj.v22n4.68553
1794-6190
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url https://hdl.handle.net/10495/34433
dc.language.iso.spa.fl_str_mv eng
language eng
dc.relation.ispartofjournalabbrev.spa.fl_str_mv Earth Sci. Res. J.
dc.relation.citationendpage.spa.fl_str_mv 273
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dc.relation.citationstartpage.spa.fl_str_mv 251
dc.relation.citationvolume.spa.fl_str_mv 22
dc.relation.ispartofjournal.spa.fl_str_mv Earth Sciences Research Journal
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spelling García Aristizábal, Edwin Fabiánde Moraes Guimarães Silva, Maria TâmaraMartínez Carvajal, Hernán EduardoAristizábal Giraldo, Edier VicenteLarios Benavides, Mayra AlejandraGrupo de Investigación en Infraestructura (GII)2023-04-02T18:46:58Z2023-04-02T18:46:58Z2018MartínezCarvajal, Hernán Eduardo, de Moraes Guimarães Silva, Maria Tâmara, García Aristizábal, Edwin Fabián, Aristizábal-Giraldo, Edier V, & Larios Benavides, Mayra Alejandra. (2018). A mathematical approach for assessing landslide vulnerability. Earth Sciences Research Journal, 22(4), 251-273. https://doi.org/10.15446/esrj.v22n4.685531794-6190https://hdl.handle.net/10495/3443310.15446/esrj.v22n4.685532339-3459ABSTRACT: A natural phenomenon (hazard) may be characterized in terms of temporal, spatial and magnitude probabilities. The effects of the interaction between the hazard and the exposed element depend on the intensity of the hazard and on the resistance, sometimes called susceptibility, of the element at risk, which describes the propensity of a building or other infrastructure to suffer damage from a specific hazard impact. Consequently, a modern concept of vulnerability must consider the intensity of the hazard as well as the structural resistance of the exposed infrastructure. This concept is referred to as physical vulnerability, and the most accepted definition is a representation of the expected degree of loss quantified on a scale of 0 (no damage) to 1 (total destruction). Thus, this work presents a mathematical model for landslide physical vulnerability assessment, here named the T-Model, based on the “Principle of Natural Proportionality” and calibrated with field observations of the massive rainfall-triggered landslide event that occurred in Nova Friburgo, Brazil in November of 2011. The model was also calibrated for a flow-type movement that is based on field observations of the failure of a tailing dam that affected the district of Bento Rodrigues, Brazil in November of 2015. The results showed a good agreement between predictions and the observed level of damages. Thus, it is possible to conclude that from a mathematical point of view, the model may be qualified as universal. It is recognized that a real universal objective model for vulnerability to landslides is not practical at present. More important than the model itself is the methodology that is presented here, which leads the user to take qualitative damage information from the field and develop it into a quantitative mathematical framework. Potential users of the T-Model must be cautious regarding the values of parameters that are presented in this paper. The T-Model is just a modest proposal that requires further calibration and deep expert criticisms.RESUMEN: Un fenómeno natural (peligro) puede caracterizarse en términos de probabilidades temporales, espaciales y de magnitud. Los efectos de la interacción entre el peligro y el elemento expuesto dependen de la intensidad del peligro y de la resistencia, a veces llamada susceptibilidad, del elemento en riesgo, que describe la propensión de un edificio u otra infraestructura a sufrir daños de un peligro específico. En consecuencia, un concepto moderno de vulnerabilidad debe considerar la intensidad del peligro así como la resistencia estructural de la infraestructura expuesta. Este concepto se conoce como vulnerabilidad física, y la definición más aceptada es una representación del grado de pérdida esperado cuantificado en una escala de 0 (sin daño) a 1 (destrucción total). Por lo tanto, este trabajo presenta un modelo matemático para la evaluación de la vulnerabilidad física por deslizamientos, aquí denominado el modelo T, basado en el "Principio de proporcionalidad natural" y calibrado con observaciones de campo del evento de deslizamientos provocado por la lluvia intensa que tuvo lugar en Nova Friburgo, Brasil en noviembre de 2011. El modelo también fue calibrado para un movimiento de flujo a partir de observaciones de campo de la falla de una presa de relaves que afectó al distrito de Bento Rodrigues, Brasil en noviembre de 2015. Los resultados mostraron un buen ajuste entre las predicciones y el nivel observado de daños. Por lo tanto, es posible concluir que desde un punto de vista matemático, el modelo puede calificarse como universal. Se reconoce que un modelo objetivo universal real para la vulnerabilidad a los deslizamientos de tierra no es práctico en la actualidad. Más importante que el modelo en sí es la metodología que se presenta aquí, que conduce al usuario a tomar información de daños cualitativos del campo y desarrollarla en un marco matemático cuantitativo. Los usuarios potenciales del modelo T deben ser cautelosos con respecto a los valores de los parámetros que se presentan en este documento. El modelo T es solo una propuesta modesta que requiere una mayor calibración y profundas críticas de expertos.COL015536723application/pdfengUniversidad Nacional de ColombiaBogotá, Colombiahttps://creativecommons.org/licenses/by-nc-sa/4.0/http://creativecommons.org/licenses/by-nc-sa/2.5/co/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2A mathematical approach for assessing landslide vulnerabilityUn modelo matemático para la evaluación de la vulnerabilidad por deslizamientosArtículo de investigaciónhttp://purl.org/coar/resource_type/c_2df8fbb1https://purl.org/redcol/resource_type/ARThttp://purl.org/coar/version/c_970fb48d4fbd8a85info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionDeslizamientos de tierraLandslidesEarth Sci. Res. 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