urban flood hazard zonation using gis and fuzzy-ahp analysis (case study: tehran city)

Authors

اسماعیل صالحی

دانشیار گروه برنامه ریزی، مدیریت و آموزش محیط زیست دانشگاه تهران یوسف رفیعی

دانشجوی دکتری برنامه ریزی محیط زیست دانشگاه تهران محمد رضا فرزاد بهتاش

دکتری شهرسازی، مدیر مطالعات معماری، شهرسازی و امور بحران، مرکز مطالعات و برنامه ریزی شهر تهران محمدتقی آقابابایی

دانش آموخته کارشناسی ارشد مدیریت در سوانح طبیعی دانشگاه تهران

abstract

accelerated process of urbanization and global warming make urban flood one of the most important issues in urban planning. tehran recently has been affected by the flooding and its damages. high intensity rainfall and uncontrolled urban development and main inefficient networks of drainage system are the main reasons. this research uses an efficient approach for flood hazard assessment in tehran city. this study is to develop an urban flood hazard zonation based on multi-criteria decision analysis and gis. this model was developed using the following five criteria: distance to the drainage network, flow accumulation, slope, height, and built or not built land areas. fuzzy analytical hierarchy process (fuzzy ahp) method as one of the most efficient multi-criteria decision-making systems was used for this study. the final hazard map obtained using the weights of criteria and each of their classes in gis. urban flood hazard maps indicate that the waterways and their privacy and central to the southern city area have the highest potential of overflowing and flood rise. introduction flood is one of the most destructive natural hazards that offset its effects; especially in areas where there are aspects of human development, such as cities, it can impose high financial damages. urban development, especially along the rivers has increased the flood damage in recent decades. thus, knowledge about the risk of different areas and attention to urban flood management as one of the major themes in addressing urban issues, with an emphasis on the urban environment, is important consideration for urban planning and policy makings. flood hazard maps can be used as an effective tool in planning for future development of the city and also identification of the areas where infrastructure development is required for flood drainage. in this study, tehran, as the capital of iran that is in danger of flooding, has been studied. materials and methods       precedures of this study are presented in figure 1, which includes provision of primary data, preparing them in gis, multi-criteria decision analysis and mapping of flood hazard. fig.1. flowchart of research procedure three major sources of data to provide layers were used as follows: 1. digital elevation model to provide the run off aggregation layer, slope and elevation of the study area, 2. landsat tm images (summer of 2011) to derive permeable and non-permeable land and 3. digital files of surface water drainage in the city. the layers used in this study are shown in figure 2.       then, the weight and value ratings were assigned to layers and  classes of layers. the process of assigning weights and values ranking was performed by ahp-fuzzy method. weights calculation was performed using matlab software programming environment. fig.2. layersused in the study   fuzzy analytic hierarchy process fuzzy ahp method, proposed by buckley, as a generalized form is classic ahp method. in this method, a couple of options for gaining weight and priority of fuzzy numbers and the geometric averaging method are used. because this method can easily be generalized in fuzzy and also unique solution for pairwise comparisons matrix can readily be determined. in this method, the decision maker can compare pairwise  each of the options in the form of trapezoidal fuzzy numbers to express. results the methodology used in this paper is the analysis of flow variables at the time of peak rainfall and the drainage network capacity control. here, we focus on the establishment of appropriate correlation between model and gis, enabling the desired changes, modifying and updating them easily and with minimal cost and time. such a system has considerable potential for management of floodplains or flood crisis management and rescue during flood sand rebuilding after the flood management and relevant to subscribers. applying weighted layers in gis, flood hazard zonation map of tehran was prepared. the map at the end was classified in five categories: very high risk areas, areas of high risk, moderate risk areas, risk areas and low risk areas was very low (figure3). fig.3. final classified flood hazard map of tehran discussion urban flooding risk map is a new tool that can help urban planners and decision makers, for example, in evaluating the effectiveness of drainage infrastructure and development efforts. these are needed to reduce the risk of flood damage for the urban population.

Upgrade to premium to download articles

Sign up to access the full text

Already have an account?login

similar resources

Flood hazard zoning using geographic information system (GIS) and HEC-RAS model (Case study: Rasht City)

Rivers are important water resources for human life, but sometimes cause irreparable damages. The flood plains are fertile terrains which are endangered by flood. Flood hazard mapping is one of the basic methods in flood fighting. In order to decline flood damages, the simulation of the hydraulic behavior of the rivers during flood occurrence is very important. In this study, areas that are flo...

full text

Flood hazard zoning in the Ilam city using AHP and GIS

Developing urbanization and changing hydrological conditions of natural streams increases the flooding risk. This study tries to do flood hazard zoning in the Ilam city and determine the critical area of the urban regions against flooding by using AHP method and GIS environment. For this purpose, the parameters of the curve number, height, distance from the river, geology, land use, population,...

full text

Urban Flood Vulnerability and Risk Mapping Using Integrated Multi-Parametric AHP and GIS: Methodological Overview and Case Study Assessment

This study aims at providing expertise for preparing public-based flood mapping and estimating flood risks in growing urban areas. To model and predict the magnitude of flood risk areas, an integrated Analytical Hierarchy Process (AHP) and Geographic Information System (GIS) analysis techniques are used for the case of Eldoret Municipality in Kenya. The flood risk vulnerability mapping follows ...

full text

flood hazard zoning using geographic information system (gis) and hec-ras model (case study: rasht city)

rivers are important water resources for human life, but sometimes cause irreparable damages. the flood plains are fertile terrains which are endangered by flood. flood hazard mapping is one of the basic methods in flood fighting. in order to decline flood damages, the simulation of the hydraulic behavior of the rivers during flood occurrence is very important. in this study, areas that are flo...

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

flood risk zonation for karaj city using fuzzy logic

1. introduction flood is one of natural hazard which ranks the most one just like earthquake and drought according to the report of the natural hazard program of the united nations. besides physical factors, and lack proper management will increase the flood potential. therefore, in order to prevent flood damage it seems to be necessary to provide essential requirements before physical expansio...

full text

My Resources

Save resource for easier access later


Journal title:
محیط شناسی

جلد ۳۹، شماره ۳، صفحات ۱۷۹-۱۸۸

Keywords
accelerated process of urbanization and global warming make urban flood one of the most important issues in urban planning. tehran recently has been affected by the flooding and its damages. high intensity rainfall and uncontrolled urban development and main inefficient networks of drainage system are the main reasons. this research uses an efficient approach for flood hazard assessment in tehran city. this study is to develop an urban flood hazard zonation based on multi criteria decision analysis and gis. this model was developed using the following five criteria: distance to the drainage network flow accumulation slope height and built or not built land areas. fuzzy analytical hierarchy process (fuzzy ahp) method as one of the most efficient multi criteria decision making systems was used for this study. the final hazard map obtained using the weights of criteria and each of their classes in gis. urban flood hazard maps indicate that the waterways and their privacy and central to the southern city area have the highest potential of overflowing and flood rise. introduction flood is one of the most destructive natural hazards that offset its effects; especially in areas where there are aspects of human development such as cities it can impose high financial damages. urban development especially along the rivers has increased the flood damage in recent decades. thus knowledge about the risk of different areas and attention to urban flood management as one of the major themes in addressing urban issues with an emphasis on the urban environment is important consideration for urban planning and policy makings. flood hazard maps can be used as an effective tool in planning for future development of the city and also identification of the areas where infrastructure development is required for flood drainage. in this study tehran as the capital of iran that is in danger of flooding has been studied. materials and methods       precedures of this study are presented in figure 1 which includes provision of primary data preparing them in gis multi criteria decision analysis and mapping of flood hazard. fig.1. flowchart of research procedure three major sources of data to provide layers were used as follows: 1. digital elevation model to provide the run off aggregation layer slope and elevation of the study area 2. landsat tm images (summer of 2011) to derive permeable and non permeable land and 3. digital files of surface water drainage in the city. the layers used in this study are shown in figure 2.       then the weight and value ratings were assigned to layers and  classes of layers. the process of assigning weights and values ranking was performed by ahp fuzzy method. weights calculation was performed using matlab software programming environment. fig.2. layersused in the study   fuzzy analytic hierarchy process fuzzy ahp method proposed by buckley as a generalized form is classic ahp method. in this method a couple of options for gaining weight and priority of fuzzy numbers and the geometric averaging method are used. because this method can easily be generalized in fuzzy and also unique solution for pairwise comparisons matrix can readily be determined. in this method the decision maker can compare pairwise  each of the options in the form of trapezoidal fuzzy numbers to express. results the methodology used in this paper is the analysis of flow variables at the time of peak rainfall and the drainage network capacity control. here we focus on the establishment of appropriate correlation between model and gis enabling the desired changes modifying and updating them easily and with minimal cost and time. such a system has considerable potential for management of floodplains or flood crisis management and rescue during flood sand rebuilding after the flood management and relevant to subscribers. applying weighted layers in gis flood hazard zonation map of tehran was prepared. the map at the end was classified in five categories: very high risk areas areas of high risk moderate risk areas risk areas and low risk areas was very low (figure3). fig.3. final classified flood hazard map of tehran discussion urban flooding risk map is a new tool that can help urban planners and decision makers for example in evaluating the effectiveness of drainage infrastructure and development efforts. these are needed to reduce the risk of flood damage for the urban population.

Hosted on Doprax cloud platform doprax.com

copyright © 2015-2023