Landslides Susceptibility Analysis Employing Analytical Hierarchy Process On An Amazonian Roadway In Ecuador [Análisis De Susceptibilidad A Deslizamientos Empleando El Proceso De Jerarquía Analítica En Una Carretera Amazónica Del Ecuador]

The Puyo-Tena roadway is prone to landslides due to the geodynamics, geomorphology, and geological materials of the area (unstable outcrops and strata). In recent years, this problem has persistently caused the road to be partially or completely disabled on numerous occasions. The objective of the r...

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Автор: Cargua, Cristian J. (author)
Інші автори: Espin, Jorge Ronny (author), Valencia, Bryan G. (author), Simbaña, Marco (author), Araujo, Sebastián (author), Cornejo, Carolina (author), Ocampos, Anderson (author)
Формат: article
Опубліковано: 2024
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Онлайн доступ:http://doi.org/10.17163/lgr.n39.2024.07
http://repositorio.ikiam.edu.ec/jspui/handle/RD_IKIAM/775
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author Cargua, Cristian J.
author2 Espin, Jorge Ronny
Valencia, Bryan G.
Simbaña, Marco
Araujo, Sebastián
Cornejo, Carolina
Ocampos, Anderson
author2_role author
author
author
author
author
author
author_facet Cargua, Cristian J.
Espin, Jorge Ronny
Valencia, Bryan G.
Simbaña, Marco
Araujo, Sebastián
Cornejo, Carolina
Ocampos, Anderson
author_role author
collection Repositorio Universidad Regional Amazónica
dc.creator.none.fl_str_mv Cargua, Cristian J.
Espin, Jorge Ronny
Valencia, Bryan G.
Simbaña, Marco
Araujo, Sebastián
Cornejo, Carolina
Ocampos, Anderson
dc.date.none.fl_str_mv 2024-06-12T20:51:22Z
2024-06-12T20:51:22Z
2024
dc.format.none.fl_str_mv application/pdf
dc.identifier.none.fl_str_mv 1390-3799
http://doi.org/10.17163/lgr.n39.2024.07
http://repositorio.ikiam.edu.ec/jspui/handle/RD_IKIAM/775
dc.language.none.fl_str_mv en
dc.publisher.none.fl_str_mv scopus
dc.relation.none.fl_str_mv PRODUCCIÓN CIENTÍFICA-ARTÍCULOS;A-IKIAM-000513
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
dc.source.none.fl_str_mv reponame:Repositorio Universidad Regional Amazónica
instname:Universidad Regional Amazónica
instacron:IKIAM
dc.subject.none.fl_str_mv susceptibility
landslide
analytical hierarchy process
geographic information system (GIS)
susceptibility mapping model
dc.title.none.fl_str_mv Landslides Susceptibility Analysis Employing Analytical Hierarchy Process On An Amazonian Roadway In Ecuador [Análisis De Susceptibilidad A Deslizamientos Empleando El Proceso De Jerarquía Analítica En Una Carretera Amazónica Del Ecuador]
dc.type.none.fl_str_mv info:eu-repo/semantics/publishedVersion
info:eu-repo/semantics/article
description The Puyo-Tena roadway is prone to landslides due to the geodynamics, geomorphology, and geological materials of the area (unstable outcrops and strata). In recent years, this problem has persistently caused the road to be partially or completely disabled on numerous occasions. The objective of the research was to generate a cartographic model of landslides susceptibility based on variables such as slope, geological formations, land cover and land use, as well as distances to faults, road, and rivers. The degree of landslides incidence was estimated as the linear combination of the weighted variables using the analytic hierarchy process. The importance of this semi-quantitative method lies in its ability to break down a complex decision problem into a simpler and more coherent decision model. The resulting cartographic model was classified into five susceptibility categories: very low, low, moderate, high, and very high. The results showed that 17 km out of the 80 km of the Puyo-Tena roadway have a high probability of landslides, which is equivalent to 21.25% of the road. Furthermore, within this percentage, it was determined that there are fifteen regions with a high probability of landslides due to their location in areas with steep slopes, porous and permeable lithology, a large number of rivers, and agricultural soils. The area under the curve (AUC) of the receiver operating characteristic (ROC) was used for model verification. The verification results showed that the cartographic model for the study area has an accuracy value of 83.7%. The cartographic model of landslide susceptibility will enable relevant decisions to be made to mitigate potential hazards that may endanger transporters, material goods, and residents of the area.
eu_rights_str_mv openAccess
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spelling Landslides Susceptibility Analysis Employing Analytical Hierarchy Process On An Amazonian Roadway In Ecuador [Análisis De Susceptibilidad A Deslizamientos Empleando El Proceso De Jerarquía Analítica En Una Carretera Amazónica Del Ecuador]Cargua, Cristian J.Espin, Jorge RonnyValencia, Bryan G.Simbaña, MarcoAraujo, SebastiánCornejo, CarolinaOcampos, Andersonsusceptibilitylandslideanalytical hierarchy processgeographic information system (GIS)susceptibility mapping modelThe Puyo-Tena roadway is prone to landslides due to the geodynamics, geomorphology, and geological materials of the area (unstable outcrops and strata). In recent years, this problem has persistently caused the road to be partially or completely disabled on numerous occasions. The objective of the research was to generate a cartographic model of landslides susceptibility based on variables such as slope, geological formations, land cover and land use, as well as distances to faults, road, and rivers. The degree of landslides incidence was estimated as the linear combination of the weighted variables using the analytic hierarchy process. The importance of this semi-quantitative method lies in its ability to break down a complex decision problem into a simpler and more coherent decision model. The resulting cartographic model was classified into five susceptibility categories: very low, low, moderate, high, and very high. The results showed that 17 km out of the 80 km of the Puyo-Tena roadway have a high probability of landslides, which is equivalent to 21.25% of the road. Furthermore, within this percentage, it was determined that there are fifteen regions with a high probability of landslides due to their location in areas with steep slopes, porous and permeable lithology, a large number of rivers, and agricultural soils. The area under the curve (AUC) of the receiver operating characteristic (ROC) was used for model verification. The verification results showed that the cartographic model for the study area has an accuracy value of 83.7%. The cartographic model of landslide susceptibility will enable relevant decisions to be made to mitigate potential hazards that may endanger transporters, material goods, and residents of the area.scopus2024-06-12T20:51:22Z2024-06-12T20:51:22Z2024info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdf1390-3799http://doi.org/10.17163/lgr.n39.2024.07http://repositorio.ikiam.edu.ec/jspui/handle/RD_IKIAM/775enPRODUCCIÓN CIENTÍFICA-ARTÍCULOS;A-IKIAM-000513info:eu-repo/semantics/openAccessreponame:Repositorio Universidad Regional Amazónicainstname:Universidad Regional Amazónicainstacron:IKIAM2024-06-13T08:00:34Zoai:repositorio.ikiam.edu.ec:RD_IKIAM/775Institucionalhttps://repositorio.ikiam.edu.ec/Universidad públicahttps://www.ikiam.edu.ec/https://repositorio.ikiam.edu.ec/oaiEcuador...opendoar:02024-06-13T08:00:34falseInstitucionalhttps://repositorio.ikiam.edu.ec/Universidad públicahttps://www.ikiam.edu.ec/https://repositorio.ikiam.edu.ec/oai.Ecuador...opendoar:02024-06-13T08:00:34Repositorio Universidad Regional Amazónica - Universidad Regional Amazónicafalse
spellingShingle Landslides Susceptibility Analysis Employing Analytical Hierarchy Process On An Amazonian Roadway In Ecuador [Análisis De Susceptibilidad A Deslizamientos Empleando El Proceso De Jerarquía Analítica En Una Carretera Amazónica Del Ecuador]
Cargua, Cristian J.
susceptibility
landslide
analytical hierarchy process
geographic information system (GIS)
susceptibility mapping model
status_str publishedVersion
title Landslides Susceptibility Analysis Employing Analytical Hierarchy Process On An Amazonian Roadway In Ecuador [Análisis De Susceptibilidad A Deslizamientos Empleando El Proceso De Jerarquía Analítica En Una Carretera Amazónica Del Ecuador]
title_full Landslides Susceptibility Analysis Employing Analytical Hierarchy Process On An Amazonian Roadway In Ecuador [Análisis De Susceptibilidad A Deslizamientos Empleando El Proceso De Jerarquía Analítica En Una Carretera Amazónica Del Ecuador]
title_fullStr Landslides Susceptibility Analysis Employing Analytical Hierarchy Process On An Amazonian Roadway In Ecuador [Análisis De Susceptibilidad A Deslizamientos Empleando El Proceso De Jerarquía Analítica En Una Carretera Amazónica Del Ecuador]
title_full_unstemmed Landslides Susceptibility Analysis Employing Analytical Hierarchy Process On An Amazonian Roadway In Ecuador [Análisis De Susceptibilidad A Deslizamientos Empleando El Proceso De Jerarquía Analítica En Una Carretera Amazónica Del Ecuador]
title_short Landslides Susceptibility Analysis Employing Analytical Hierarchy Process On An Amazonian Roadway In Ecuador [Análisis De Susceptibilidad A Deslizamientos Empleando El Proceso De Jerarquía Analítica En Una Carretera Amazónica Del Ecuador]
title_sort Landslides Susceptibility Analysis Employing Analytical Hierarchy Process On An Amazonian Roadway In Ecuador [Análisis De Susceptibilidad A Deslizamientos Empleando El Proceso De Jerarquía Analítica En Una Carretera Amazónica Del Ecuador]
topic susceptibility
landslide
analytical hierarchy process
geographic information system (GIS)
susceptibility mapping model
url http://doi.org/10.17163/lgr.n39.2024.07
http://repositorio.ikiam.edu.ec/jspui/handle/RD_IKIAM/775