Zoning the risk of slope instability in Garmi city by fuzzy ANP method

Document Type : Original Article

Authors

1 Department of Remote Sensing and GIS. Faculty of Planning and Environmental Sciences. University of Tabriz

2 M.s Student, Department of Remote sensing and GIS, University of Tabriz

Abstract

One of the primary and necessary measures to manage slope instabilities and reduce the damage caused by them is to prepare a zoning map of slope instabilities and identify areas at risk. The aim of this study is to zoning the risk of slope instability in Garmi city using fuzzy ANP model. For this purpose, maps of factors affecting the occurrence of slope instabilities (slope, slope direction, elevation, lithology, distance from fault, soil, land use, vegetation index, distance from the road, rainfall and distance from the river) were prepared in ArcGis software environment. . To implement the fuzzy ANP model, all 11 factors were involved and the desired network was formed. Criterion weighting was performed in a network analysis model using a questionnaire. By combining the obtained weights obtained from Super decision software with the corresponding layers in ArcGis software environment, the final map of fuzzy ANP model was obtained. As a result, the zoning map provided the risk of domain instability with good accuracy.

Keywords

Main Subjects

Esfandiari in Abad, Fariba. Serious, minor. Reyhan, Mahboob, (2013). Study of natural bottlenecks. Humanity for the physical development of cities in Garmi city using GIS. Geography and Urban-Regional Planning, 3(6), 96-85.
Amira Ahmadi, Abolghasem, Motamedirad, Mohammad Binghi, Maryam (2015). Landslide Hazard Zoning Using ANP Model (Case Study: Piohjen Basin, Southern Binalood Slope), Quantitative Geomorphological Research, Fourth Year, No. 3, 230-214.
Ilanloo, Maryam. Moghimi, Ibrahim. Tharwati, Mohammad Reza Ghahroudi Tali, Manijeh (2010). Hazard Zoning of Mass Movements Using Fuzzy Logic Method (Case Study of Sierra Watershed). Journal of Geographical Perspective (Scientific-Research), Fifth Year, No. 11.
Jedi Gheshlagh Ilkhchi, Soghari (2012). Investigation of development bottlenecks caused by natural and human factors in Garmi city using GIS. Master Thesis. Mohaghegh Ardabili University, Faculty of Literature and Humanities.
Roustaei, Shahram. Ahmadzadeh, Hassan (2013). Zoning of landslide affected areas on Tabriz-Marand road using remote sensing and GIS Journal of Quantitative Geomorphological Research, 1. pp. 58-47.
Rustaei, Shahram. God of winter, Leila. Khodaei Gheshlagh, Fatemeh (2014). Evaluation of Network Analysis Methods (ANP) and Multi-Spatial Criteria Analysis in Investigating the Potential of Landslide Occurrence in the Axis and Reservoir of Dams (Case Study: Qaleh Chay Dam), Natural Geography Research, 46(4), 508- 495.
Sajedi Hosseini, Farzaneh (1394). Evaluation of erosion sensitivity in Norud watershed by fuzzy and classical network method, Master Thesis, Faculty of Natural Resources, Sari University of Agricultural Sciences and Natural Resources.
Suri, Salman. Lashkaripour, Gholamreza. Ghafouri, Mohammad Farhadinejad, Taher (2011). Landslide Hazard Zoning Using Artificial Neural Network. Case study: Country Basin (Nojian). Journal of Engineering Geology, 5(2).
Sadeghzadeh Sadat, Seyed Ali (2016). Comparison of ANP and FANP models in flood potential assessment (Case study: Khiavchai basin of Meshginshahr). Master Thesis.
Abedini, Musa. Fathi, Mohammad Hossein (2014). Zoning of landslide risk sensitivity in Khalkhal Chay watershed using multi-criteria models. Quantitative Geomorphological Research, Second Year. No. 4, pp. 85-71.
Ebadinejad, Ali. Yamani, Mojtaba Maghsoudi, Mehran Shadfar, Samad, (2007). Evaluating the efficiency of fuzzy logic operators in determining landslide capability (Case study: Shiroud watershed). Iranian Journal of Watershed Management Science and Engineering, First Year, No. 2.
Ashournejad, Ghadir. Taheri, Marzieh Abbaspour, Rahim Ali, (2013). Application of fuzzy network analysis process in identifying the optimal location of waste transfer stations in Isfahan, Environmental Science, Year 39, No. 3, pp. 177-165.
Ghareh Chahi, Saeedeh, (1390). Geomorphological hazards assessment with a geographical conceptual model and Kan-Tehran basin. Master Thesis.
Kamranzad, Farnaz. Student Afshar, Emad. Experienced, Massoud. Memarian, Hossein, 2015, Landslide risk zoning in Tehran province using data-driven methods and hierarchical analysis. Journal of Earth Sciences, Twenty-fifth year, No. 97, pp. 114-110.
Karam, Abdolamir, (2001). Quantitative modeling and landslide risk zoning in the folded Zagros (Case study: Sarkhon watershed - Chaharmahal and Bakhtiari province). PhD Thesis in Natural Geography, Tarbiat Modares University.
Machchevsky, Yachek, 2016, GIS and multi-criteria decision analysis. Translation: Pious, Akbar. Ghaffari Gilande, Atta. Side Publications. Tehran, fourteenth edition.
Memarian, Hossein. Siarpour, Morteza, (2006). The role of slope slope parameter in error occurrence in landslide risk zoning. Journal of the Faculty of Engineering, 40(1), 113- 105.
Moghimi, Ibrahim. Alawi Panah, Seyed Kazem. Jafari, Timur, 2008, Evaluation and zoning of effective factors in landslide occurrence in the northern slopes of Ala Dagh. Geographical Research, No. 64, pp. 75-53.
Hashemi Tabatabai, Saeed. Salamat, Amir Saeed. Rahnama, Ali, 2008, Combining Different Study Approaches in order to evaluate the Taleghani Landslide Stimulation Mechanism - A Case Study. Journal of Earth Sciences, 18(69), 165-152.
Hemmati, Fariba and Mokhtari, Davood, 1397, Evaluation of the risk of slope instabilities of Banarvan fault using neural network model (MLP). Quantitative Geomorphological Research, Year 7, No. 1, pp. 89-74.
Yousefi, Seyed Raouf, 2015, Application of fuzzy network analysis process and GIS in order to locate a suitable landfill for solid waste in Sanandaj, Master Thesis.
Chen, Junfei, and Yang Yang (2011). A fuzzy ANP-based approach to evaluate region agricultural drought risk. Procedia Engineering, 23: 822-827.
Demirel, Nihan Çetin, G. Nilay Yücenur, Tufan Demirel, and Hande Muşdal.  (2012). Risk-based evaluation of Turkish agricultural strategies using fuzzy AHP and fuzzy ANP." Human and 24-Ecological Risk Assessment: An International Journal 18, No. 3: 685-702.
Fathi, M. H., Khohdel, K., Kandi, A.S., Ashrafifeini, Z., & Khaliji, M.A. (). The combination of spectral and spatial data in zoning of landslide susceptibility (Case study: Sangorchay reservoir).
Kornejady, A., K. Heidari, and M. Nakhavali. (2015). Assessment of landslide susceptibility, semi-quantitative risk and management in the Ilam dam basin, Ilam, Iran. Environmental Resources Research 3, No. 1: 85-109.
Regmi, N.R., Giardino, J.R., Vitek, J.D., (2010). Assessing susceptibility to landslides: Using models to understand observed changes in slopes, Geomorphology, Vol.122, No. 1-2, pp. 25–38.
Yalcin, A., S. Reis, A.C. Aydinoglu, and T. Yomralioglu (2011). A GIS-based comparative study of frequency ratio, analytical hierarchy process, bivariate statistics and logistics regression methods for landslide susceptibility mapping in Trabzon, NE Turkey. Catena 85, No. 3: 274-287.
Zegordi, S. H., E. R. Nik, and A. Nazari. (2012). Power plant project risk assessment using a fuzzy-anp and fuzzy-topsis method. International Journal of Engineering-Transactions B: Applications 25, No. 2: 107.
  • Receive Date: 17 September 2021
  • Revise Date: 21 November 2021
  • Accept Date: 05 December 2021