Abstract

Mass wasting events are the main processes of sedimentary dynamics that affect the marine environment and which, due to their spatial and temporal variability, are difficult to study and evaluate. Affecting the marine floor, between the coastline and the abyssal plain, these processes are triggered by multiple causes, having different magnitudes and causing drastic changes and impacts on the marine environment and human activities. In this paper, the submarine landslide susceptibility affecting the upper course of the Aveiro canyon (West Iberian Margin) is addressed using statistical models which are based on the statistical relations between a landslide inventory and the landslide predisposing factors bathymetry, sediment cover, slope angle, aspect and curvature. The statistical methods were the widely proven bivariate information value (IV) and the multivariate logistic regression (LR). The model results were validated against the landslide inventory using receiver operating characteristic (ROC) curves and the corresponding area under the curve (AUC), which provided satisfactory results, with IV AUC = 0.79 and LR AUC = 0.83, in spite of the limitations of the databases used in this study. The results obtained suggest that these methods may be useful for the preliminary assessment of sea floor slope instability at a regional scale of analysis, enabling the selection of sites to be studied with much more detailed and expensive methods.

Highlights

  • Mass wasting events are the main dynamic process affecting marine sedimentary deposits [1,2], and are recognized as one of the main marine geohazards that can result in destruction of seabed infrastructure, collapse of coastal areas into the sea and landslide-generated tsunamis [3,4]

  • The final results were validated against the landslide inventory using receiver operating characteristic (ROC) curves and the corresponding area under the curve (AUC), and the susceptibility models produced by both methods were compared

  • Two statistical methods were used in this study, in order to assess the canyon slope instability: the bivariate information value method (IV) [23] and the multivariate binomial logistic regression method (LR) [24,25]

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Summary

Introduction

Mass wasting events are the main dynamic process affecting marine sedimentary deposits [1,2], and are recognized as one of the main marine geohazards that can result in destruction of seabed infrastructure, collapse of coastal areas into the sea and landslide-generated tsunamis [3,4]. Some authors [3,15,16,17] reported that occasionally, movements in cohesive sediments may evolve downslope from slide to debris flow, and from debris flow to turbidity current through gradually increasing disintegration and entrainment of water. The final results were validated against the landslide inventory using receiver operating characteristic (ROC) curves and the corresponding area under the curve (AUC), and the susceptibility models produced by both methods were compared

Location of the study
Methods
Model Validation
Data Acquisition and Processing
Sediment sampling stations theupper upper course course ofofAveiro
Inventory of Mass Movements
Delimitation
Predisposing Factors
Predisposing
Findings
Final Considerations
Full Text
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