Landslides susceptibility mapping using GIS and weights of evidence model in Tetouan-Ras-Mazari area (Northern Morocco)
The 590 km2 of the Western Rif (North of Morocco) is well known for active mass movements due to the strong climatic and anthropogenic aggressions in this area, where lithology and topographic relief are likely the phenomena that cause slope instability problems. In this study, we have focused on ma...
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doaj-5f6347d7430043888cfb99378c7a98782020-11-25T00:45:25ZengTaylor & Francis GroupGeomatics, Natural Hazards & Risk1947-57051947-57132018-01-01911306132510.1080/19475705.2018.15056661505666Landslides susceptibility mapping using GIS and weights of evidence model in Tetouan-Ras-Mazari area (Northern Morocco)Meryem Elmoulat0Lahcen Ait Brahim1Research Unit GeoRisk: Geological Risks, GLNH: Geophysical Laboratory and Natural Hazards, Mohamed V UniversityResearch Unit GeoRisk: Geological Risks, GLNH: Geophysical Laboratory and Natural Hazards, Mohamed V UniversityThe 590 km2 of the Western Rif (North of Morocco) is well known for active mass movements due to the strong climatic and anthropogenic aggressions in this area, where lithology and topographic relief are likely the phenomena that cause slope instability problems. In this study, we have focused on mass movements that have been occurred in the last two decades, namely landslides, complex slides and block slides. Over the years, this site and its surroundings have experienced repeated landslides. For this reason, landslides susceptibility mapping is mandatory to prevent natural risk and to better manage land-use. The application of weight of evidence method using remote sensing and geographical information systems (GIS) were used to generate a susceptibility map. Six conditioning factors were used in this study: lithology, distance to faults, distance to drainage, slope, aspect and hypsometry. A total of 126 mass movements locations were detected; 63 landslide location (50%) were randomly selected as input data for the entire process using the spatial data model (SDM) and the remaining locations were used for validation purposes. The final map of areas susceptible to mass movements has an accuracy of 95.3% and has been classified into four classes (very high, high, moderate and low).http://dx.doi.org/10.1080/19475705.2018.1505666Mass movements susceptibility mapweight of evidenceGISremote sensing dataTetouan-Ras-Mazari |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Meryem Elmoulat Lahcen Ait Brahim |
spellingShingle |
Meryem Elmoulat Lahcen Ait Brahim Landslides susceptibility mapping using GIS and weights of evidence model in Tetouan-Ras-Mazari area (Northern Morocco) Geomatics, Natural Hazards & Risk Mass movements susceptibility map weight of evidence GIS remote sensing data Tetouan-Ras-Mazari |
author_facet |
Meryem Elmoulat Lahcen Ait Brahim |
author_sort |
Meryem Elmoulat |
title |
Landslides susceptibility mapping using GIS and weights of evidence model in Tetouan-Ras-Mazari area (Northern Morocco) |
title_short |
Landslides susceptibility mapping using GIS and weights of evidence model in Tetouan-Ras-Mazari area (Northern Morocco) |
title_full |
Landslides susceptibility mapping using GIS and weights of evidence model in Tetouan-Ras-Mazari area (Northern Morocco) |
title_fullStr |
Landslides susceptibility mapping using GIS and weights of evidence model in Tetouan-Ras-Mazari area (Northern Morocco) |
title_full_unstemmed |
Landslides susceptibility mapping using GIS and weights of evidence model in Tetouan-Ras-Mazari area (Northern Morocco) |
title_sort |
landslides susceptibility mapping using gis and weights of evidence model in tetouan-ras-mazari area (northern morocco) |
publisher |
Taylor & Francis Group |
series |
Geomatics, Natural Hazards & Risk |
issn |
1947-5705 1947-5713 |
publishDate |
2018-01-01 |
description |
The 590 km2 of the Western Rif (North of Morocco) is well known for active mass movements due to the strong climatic and anthropogenic aggressions in this area, where lithology and topographic relief are likely the phenomena that cause slope instability problems. In this study, we have focused on mass movements that have been occurred in the last two decades, namely landslides, complex slides and block slides. Over the years, this site and its surroundings have experienced repeated landslides. For this reason, landslides susceptibility mapping is mandatory to prevent natural risk and to better manage land-use. The application of weight of evidence method using remote sensing and geographical information systems (GIS) were used to generate a susceptibility map. Six conditioning factors were used in this study: lithology, distance to faults, distance to drainage, slope, aspect and hypsometry. A total of 126 mass movements locations were detected; 63 landslide location (50%) were randomly selected as input data for the entire process using the spatial data model (SDM) and the remaining locations were used for validation purposes. The final map of areas susceptible to mass movements has an accuracy of 95.3% and has been classified into four classes (very high, high, moderate and low). |
topic |
Mass movements susceptibility map weight of evidence GIS remote sensing data Tetouan-Ras-Mazari |
url |
http://dx.doi.org/10.1080/19475705.2018.1505666 |
work_keys_str_mv |
AT meryemelmoulat landslidessusceptibilitymappingusinggisandweightsofevidencemodelintetouanrasmazariareanorthernmorocco AT lahcenaitbrahim landslidessusceptibilitymappingusinggisandweightsofevidencemodelintetouanrasmazariareanorthernmorocco |
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1725270246076448768 |