Model of landslide hazard zonation and its effective factors using quantitative geomorphology (Case Study: Sanich region, Yazd)

author

Abstract:

Landslide can be considered as one of the important challenges of nature that affects natural areas and human societies. Several factors such as physical characteristics of the watershed, geology, soil structure, meteorology and hydrology are the most important environmental factors affecting in the landslide event. In order to reduce damage, landslide zoning have significant role in management of this phenomenon and planning. Many methods have been studied and used for landslide zoning.  For landslide hazard zoning, geomorphometry parameters used in surface digital modeling, are applied in this study. For this purpose, by using visual interpretation of aerial photographs and clear landslide position; map was made in the GIS. Then, by using a digital elevation model, geomorphometry parameters of landslides area, were extracted with a dense random sampling network. The decision tree is used to analysis of these parameters importance. Then, by using the geomorphometry parameters, landslide maps were extended for all the area. The results evaluation shows that the landslide digital zonation using the geomorphometry parameters have 88.2% accuracy. 20% of the data were abandoned for the test. Model results accuracy evaluation on the test data was 74.4 percent. Among the used parameters, parameters slope with 100 percent,   total curvature with 79% and a general curvature with 11% have greatest impact and it can be most important in the model.

Upgrade to premium to download articles

Sign up to access the full text

Already have an account?login

similar resources

Landslide hazard zonation using of model Shannon entropy(case study: Taleghan watershed)

Reviewing the damage caused by landslide proves the need to examine the factors influencing the occurrence of this phenomenon and the prediction of its occurrence. Therefore, the purpose of this study was to improve the prediction of landslide occurrence in the Taleghan watershed using Shannon Entropy Theory. Among the factors influencing the occurrence of landslide, ten factors of elevation, s...

full text

Landslide Hazard Zonation Using Quantitative Methods in GIS

Landslides are major natural hazards which not only result in the loss of human life but also cause economic burden on the society. Therefore, it is essential to develop suitable models to evaluate the susceptibility of slope failures and their zonations. This paper scientifically assesses various methods of landslide susceptibility zonation in GIS environment. A comparative study of Weights of...

full text

Landslide Hazard Zonation with Frequency Ratio Method (Case Study: Forest of Mazandaran Wood and Paper Industry)

The Landslide is one of the natural hazards that causes a lot of mortal and financial losses in high-altitude and seismic mountainous areas annually. Considering the importance of roads as a pillar of sustainable forest management in this study, we have tried to estimate the sensitivity of landslide occurrence in 8 forestry series with using frequency ratio approach. Initially, the slip positio...

full text

Landslide Hazard Automated Zonation (LHAZ) system

The degree of hazard due to landslide in any region is difficult to assess manually. An automated system having capability to correlate causes contributing automated landslide hazard is expected to be an efficient alternative. The objective of this paper is to explain LHAZ (Landslide Hazard Automated Zonation) system, an automated system that has been developed to determine the intensity and ex...

full text

Landslide hazard zonation using artificial neural network model downstream of Sanandaj Dam

Extended abstract 1- Introduction     Landslide as a morphological risk factor is the result of the operation of natural and environmental factors that, like other morphological irregularities, causes damage to human facilities, infrastructure, and property. One of the most significant works of geomorphology is the identification of stable landforms and places with minimal potential for catas...

full text

Prioritization of Landslide Effective Factors using Logistic Regression (Case Study: A part of KopeDagh-HezarMasjedZone)

Landslideeventin Iran, as a natural hazard, causes a lot of mortal and financial losses annually. Thus, the comprehensive researches are necessary to provide useful solution for preventing and reducing the damages caused by landslide events. Accordingly, the present study uses a logistic regression approach whit the aim of prioritizing the factors affecting the occurrence of landslides in a par...

full text

My Resources

Save resource for easier access later

Save to my library Already added to my library

{@ msg_add @}


Journal title

volume 6  issue 2

pages  1- 15

publication date 2016-08

By following a journal you will be notified via email when a new issue of this journal is published.

Keywords

No Keywords

Hosted on Doprax cloud platform doprax.com

copyright © 2015-2023