Landslide susceptibility near highways is increased by 1 order of magnitude in the Andes of southern Ecuador, Loja province

Mountain roads in developing countries are known to increase landslide occurrence due to often inadequate drainage systems and mechanical destabilization of hillslopes by undercutting and overloading. This study empirically investigates landslide initiation frequency along two paved interurban highw...

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Main Authors: A. Brenning, M. Schwinn, A. P. Ruiz-Páez, J. Muenchow
Format: Article
Language:English
Published: Copernicus Publications 2015-01-01
Series:Natural Hazards and Earth System Sciences
Online Access:http://www.nat-hazards-earth-syst-sci.net/15/45/2015/nhess-15-45-2015.pdf
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spelling doaj-7a467ec027034c8f93938a5e13fbaa182020-11-24T23:42:20ZengCopernicus PublicationsNatural Hazards and Earth System Sciences1561-86331684-99812015-01-01151455710.5194/nhess-15-45-2015Landslide susceptibility near highways is increased by 1 order of magnitude in the Andes of southern Ecuador, Loja provinceA. Brenning0M. Schwinn1A. P. Ruiz-Páez2J. Muenchow3Department of Geography and Environmental Management, University of Waterloo, Waterloo, Ontario, CanadaInstitute of Geography, University of Erlangen-Nuremberg, Kochstr. 4/4, 91054 Erlangen, GermanyDepartment of Geography and Environmental Management, University of Waterloo, Waterloo, Ontario, CanadaInstitute of Geography, University of Erlangen-Nuremberg, Kochstr. 4/4, 91054 Erlangen, GermanyMountain roads in developing countries are known to increase landslide occurrence due to often inadequate drainage systems and mechanical destabilization of hillslopes by undercutting and overloading. This study empirically investigates landslide initiation frequency along two paved interurban highways in the tropical Andes of southern Ecuador across different climatic regimes. Generalized additive models (GAM) and generalized linear models (GLM) were used to analyze the relationship between mapped landslide initiation points and distance to highway while accounting for topographic, climatic, and geological predictors as possible confounders. A spatial block bootstrap was used to obtain nonparametric confidence intervals for the odds ratio of landslide occurrence near the highways (25 m distance) compared to a 200 m distance. The estimated odds ratio was 18–21, with lower 95% confidence bounds >13 in all analyses. Spatial bootstrap estimation using the GAM supports the higher odds ratio estimate of 21.2 (95% confidence interval: 15.5–25.3). The highway-related effects were observed to fade at about 150 m distance. Road effects appear to be enhanced in geological units characterized by Holocene gravels and Laramide andesite/basalt. Overall, landslide susceptibility was found to be more than 1 order of magnitude higher in close proximity to paved interurban highways in the Andes of southern Ecuador.http://www.nat-hazards-earth-syst-sci.net/15/45/2015/nhess-15-45-2015.pdf
collection DOAJ
language English
format Article
sources DOAJ
author A. Brenning
M. Schwinn
A. P. Ruiz-Páez
J. Muenchow
spellingShingle A. Brenning
M. Schwinn
A. P. Ruiz-Páez
J. Muenchow
Landslide susceptibility near highways is increased by 1 order of magnitude in the Andes of southern Ecuador, Loja province
Natural Hazards and Earth System Sciences
author_facet A. Brenning
M. Schwinn
A. P. Ruiz-Páez
J. Muenchow
author_sort A. Brenning
title Landslide susceptibility near highways is increased by 1 order of magnitude in the Andes of southern Ecuador, Loja province
title_short Landslide susceptibility near highways is increased by 1 order of magnitude in the Andes of southern Ecuador, Loja province
title_full Landslide susceptibility near highways is increased by 1 order of magnitude in the Andes of southern Ecuador, Loja province
title_fullStr Landslide susceptibility near highways is increased by 1 order of magnitude in the Andes of southern Ecuador, Loja province
title_full_unstemmed Landslide susceptibility near highways is increased by 1 order of magnitude in the Andes of southern Ecuador, Loja province
title_sort landslide susceptibility near highways is increased by 1 order of magnitude in the andes of southern ecuador, loja province
publisher Copernicus Publications
series Natural Hazards and Earth System Sciences
issn 1561-8633
1684-9981
publishDate 2015-01-01
description Mountain roads in developing countries are known to increase landslide occurrence due to often inadequate drainage systems and mechanical destabilization of hillslopes by undercutting and overloading. This study empirically investigates landslide initiation frequency along two paved interurban highways in the tropical Andes of southern Ecuador across different climatic regimes. Generalized additive models (GAM) and generalized linear models (GLM) were used to analyze the relationship between mapped landslide initiation points and distance to highway while accounting for topographic, climatic, and geological predictors as possible confounders. A spatial block bootstrap was used to obtain nonparametric confidence intervals for the odds ratio of landslide occurrence near the highways (25 m distance) compared to a 200 m distance. The estimated odds ratio was 18–21, with lower 95% confidence bounds >13 in all analyses. Spatial bootstrap estimation using the GAM supports the higher odds ratio estimate of 21.2 (95% confidence interval: 15.5–25.3). The highway-related effects were observed to fade at about 150 m distance. Road effects appear to be enhanced in geological units characterized by Holocene gravels and Laramide andesite/basalt. Overall, landslide susceptibility was found to be more than 1 order of magnitude higher in close proximity to paved interurban highways in the Andes of southern Ecuador.
url http://www.nat-hazards-earth-syst-sci.net/15/45/2015/nhess-15-45-2015.pdf
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