Landslide Risk Assessments through Multicriteria Analysis

Natural risks comprise a whole range of disasters and dangers, requiring comprehensive management through advanced assessment, forecasting, and warning systems. Our specific focus is on landslides in difficult terrains. The evaluation of landslide risks employs sophisticated multicriteria models, such as the weighted sum GIS approach, which integrates qualitative parameters. Despite the challenges posed by the rugged terrain in Northern Algeria, it is paradoxically home to a dense population attracted by valuable hydro-agricultural resources. The goal of our research is to study landslide risks in these areas, particularly in the Mila region, with the aim of constructing a mathematical model that integrates both hazard and vulnerability considerations. This complex process identifies threats and their determining factors, including geomorphology and socio-economic conditions. We developed two algorithms, the analytic hierarchy process (AHP) and the fuzzy analytic hierarchy process (FAHP), to prioritize criteria and sub-criteria by assigning weights to them, aiming to find the optimal solution. By integrating multi-source data, including satellite images and in situ measurements, into a GIS and applying the two algorithms, we successfully generated landslide susceptibility maps. The FAHP method demonstrated a higher capacity to manage uncertainty and specialist assessment errors. Finally, a comparison between the developed risk map and the observed risk inventory map revealed a strong correlation between the thematic datasets.

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Publication Details

Journal
ISPRS International Journal of Geo-Information
Published
2024-08-25
DOI
https://doi.org/10.3390/ijgi13090303
Citations
12
Primary Topic
Landslides and related hazards
Type
article
Field-Weighted Citation Impact
8.52
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article

Landslide Risk Assessments through Multicriteria Analysis

Mohamed Saïd Guettouche, Nassim Hallal, Salim Lamine, Fatma Zohra Chaabane et al.
12 citations
ISPRS International Journal of Geo-Information
Landslides and related hazards
8.52
article

Landslide Risk Assessments through Multicriteria Analysis

Mohamed Saïd Guettouche, Nassim Hallal, Salim Lamine, Fatma Zohra Chaabane, Nour El Islam Bachari
article en
12 citations

Abstract

Natural risks comprise a whole range of disasters and dangers, requiring comprehensive management through advanced assessment, forecasting, and warning systems. Our specific focus is on landslides in difficult terrains. The evaluation of landslide risks employs sophisticated multicriteria models, such as the weighted sum GIS approach, which integrates qualitative parameters. Despite the challenges posed by the rugged terrain in Northern Algeria, it is paradoxically home to a dense population attracted by valuable hydro-agricultural resources. The goal of our research is to study landslide risks in these areas, particularly in the Mila region, with the aim of constructing a mathematical model that integrates both hazard and vulnerability considerations. This complex process identifies threats and their determining factors, including geomorphology and socio-economic conditions. We developed two algorithms, the analytic hierarchy process (AHP) and the fuzzy analytic hierarchy process (FAHP), to prioritize criteria and sub-criteria by assigning weights to them, aiming to find the optimal solution. By integrating multi-source data, including satellite images and in situ measurements, into a GIS and applying the two algorithms, we successfully generated landslide susceptibility maps. The FAHP method demonstrated a higher capacity to manage uncertainty and specialist assessment errors. Finally, a comparison between the developed risk map and the observed risk inventory map revealed a strong correlation between the thematic datasets.

ISPRS International Journal of Geo-InformationVol. 13(9)
University of Sciences and Technology Houari Boumediene (DZ), Ahmed Draia University (DZ), Centre de Recherche en Astronomie Astrophysique et Géophysique (DZ)
Climate action
Openalex Percentile: Top 3%
Landslides and related hazards
8.52
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Landslide Risk Assessments through Multicriteria Analysis — Mohamed Saïd Guettouche, Nassim Hallal, et al. · ISPRS International Journal of Geo-Information (2024) | TGRS Research Map | TGRS