Title of article :
Earthquake-Induced Rock Fall Hazard Zonation of Varzeghan-Ahar Region in Northwest Iran: AComparison of Quantitative and Qualitative Approaches
Author/Authors :
Mahdavifar, Mohammadreza Geotechnical Engineering Research Center - International Institute of Earthquake Engineering and Seismology (IIEES), Tehran, Iran , Askari, Faradjollah Geotechnical Engineering Research Center - International Institute of Earthquake Engineering and Seismology (IIEES), Tehran, Iran , Memarian, Parham Geotechnical Engineering Research Center - International Institute of Earthquake Engineering and Seismology (IIEES), Tehran, Iran , Seyedimorad, Majid College of Science - University of Tehran, Tehran, Iran
Abstract :
In this study, three earthquake-induced rock fall hazard maps of the regions affected
by Varzeghan-Ahar earthquake doublet are presented. On August 11, 2012 an
earthquake doublet (Mw= 6.5 and, Mw= 6.3) struck Varzeghan, Ahar and Heris
regions (located in Azerbaijan-e-Sharghi province of Iran). Most of the landslides
triggered by the earthquakes were rock falls and disrupted rock slides. Several rock
fall zones, some with more than 150 rock falls were recorded, the farthest one
approximately 45 kilometers away from the earthquake epicenters. A landslide
inventory map of the region was prepared using field survey gathered data and
satellite imagery analysis. Three methods of Information Value (IV), Logistic
Regression (LR), and Analytical Hierarchy Process (AHP) were used for earthquake-
induced rock fall hazard zonation. LR and IV are quantitative landslide
hazard zonationmethods, and AHP is a qualitative one. The results fromeachmethod
were then compared using Receiver Operating Characteristics (ROC) curve. The
area under ROC curve (AUC) was 0.927, 0.90, and 0.898 for LR, IV, and, AHP
models, respectively. LR seems to be the most suitablemethod for the study, although
all three methods have approximately similar qualities.
Keywords :
Analytical Hierarchy Process , Information Value , Logistic Regression , Varzeghan- Ahar earthquake , Landslide hazard zonation , Rock fall , Earthquake-induced landslides
Journal title :
Astroparticle Physics