Landslide susceptibility assessment of Turkey using qualitative and semi-quantitative methods

Download
2013
Okalp, Kivanç
Landslides have been studied by using several methods like inventory, heuristic, statistic, and deterministic methods in the recent years; these studies have also been integrated into geographic information systems with the help of technological developments. However, there has not been any nationwide landslide susceptibility zoning map produced for entire Turkey. In this study, assessing the landslide susceptibility of Turkey at a national scale using publicly available datasets was aimed. Two different scaled (1:2,000,000 and 1:500,000) and also two different pixel sized (500 m and 90 m) landslide susceptibility maps have been obtained for entire Turkey using qualitative and semi-quantitative techniques. The larger scaled approach that is composed of different landslide susceptibility maps of the watersheds has been selected after modeling 8-factor and 10- factor based AHP approach that were classified synthetically in a standard procedure developed for this study. Semi-quantitative modeling gives better results than heuristic modeling for the landslide susceptibility assessment of entire Turkey. The governing factors used in semi-quantitative modeling are curvature, landform and earthquake. It is observed that the huge percentage of historical landslides occurred in the topographic wetness index (TWI) layer possessing values of 12 and 13 that were derived from the 90 m resolution DEM. According to the findings Amasya, Sakarya, Muş, Çankırı and Bartın are the most landslide prone provinces of Turkey. The end product of this dissertation can be accepted to be a milestone for producing a final landslide susceptibility map of Turkey.

Suggestions

Landslide susceptibility assessment in medium-scale: case studies from the major drainage basins of Turkey
Okalp, Kıvanç; Akgün, Haluk (2022-04-01)
Inventory, heuristic, statistical, and deterministic methods have been widely used in landslide susceptibility studies in recent years. This study aims to apply a GIS-based semi-quantitative approach (Analytical Hierarchy Process-AHP) to assess landslide susceptibility and determine landslide-prone areas at a regional level with medium-scale using publicly available datasets. The AHP was preferred due to its ability of correlating different parameters, which aids the researchers in producing relatively cons...
Reliability-Based Liquefaction Triggering Assessment Framework: A Unified Approach for SPT-CPT-Vs
Çetin, Kemal Önder; Ayhan, B. Umut; Moss, Robb; Kayen, Robert (2022-01-01)
For longer than four decades, the current practice for liquefaction triggering engineering assessments have been dominated by case history-based deterministic and probabilistic models. The predictive model proposals have been constituted based on different sets of case histories concerning in-situ test indices, namely standard penetration test (SPT) N value, cone penetration test (CPT) q, and shear-wave velocity (V-s), etc. The present study uses the databases of Cetin et al., Moss et al., and Kayen et al. ...
National level landslide susceptibility assessment of Turkey utilizing public domain dataset
Okalp, Kivanc; Akgün, Haluk (2016-05-01)
Landslide studies have been integrated into geographic information systems with the help of technological developments using several methods like inventory, heuristic, statistic and deterministic methods in the recent years. However, since a nationwide landslide susceptibility zoning map has not been produced for the entire territory of Turkey, this study aims to produce a landslide susceptibility map of Turkey at a national scale by utilizing publicly available datasets. In order to develop a landslide sus...
Inference in multivariate linear regression models with elliptically distributed errors
İslam, Muhammed Qamarul; Yazici, Mehmet (2014-08-01)
In this study we investigate the problem of estimation and testing of hypotheses in multivariate linear regression models when the errors involved are assumed to be non-normally distributed. We consider the class of heavy-tailed distributions for this purpose. Although our method is applicable for any distribution in this class, we take the multivariate t-distribution for illustration. This distribution has applications in many fields of applied research such as Economics, Business, and Finance. For estimat...
Reliability-Based Stability Analysis of Rock Slopes Using Numerical Analysis and Response Surface Method
Dadashzadeh, N.; Düzgün, Hafize Şebnem; Yesiloglu-Gultekin, N. (2017-08-01)
While advanced numerical techniques in slope stability analysis are successfully used in deterministic studies, they have so far found limited use in probabilistic analyses due to their high computation cost. The first-order reliability method (FORM) is one of the most efficient probabilistic techniques to perform probabilistic stability analysis by considering the associated uncertainties in the analysis parameters. However, it is not possible to directly use FORM in numerical slope stability evaluations a...
Citation Formats
K. Okalp, “Landslide susceptibility assessment of Turkey using qualitative and semi-quantitative methods,” Ph.D. - Doctoral Program, Middle East Technical University, 2013.