Abstract
Urban, industrial, and tourist developments are considered of high priority in Egypt. In the current research, the site suitability investigation for rating the different environmental, geological, and geotechnical conditions facing civil engineering projects were assessed using a geographic information system (GIS) multi-criteria approach. The study area is one of the most promising areas for urban and touristic as well as industrial developments in Egypt, which is located on the NW coast of the Gulf of Suez. This area may face several geo-environmental problems that will limit its suitability for civil projects. Weighted GIS model, which integrates different types of data sources, such as land use/cover, geological, geomorphological, geophysical, environmental, remote sensing, and field data, can be achieved to create a site suitability map. In this paper, an analytical hierarchy process approach has been used to develop the weighted model for different factors. As a result of this study, areas of potential geotechnical and geo-environmental hazards that could impact the design and construction of civil projects were identified. Therefore, changes can be made early in the design process before significant design efforts are being invested.
أحمد محمد يوسف ، إلهامي ترابيس ، بسواجات بردهان
تعتبر المناطق الحضرية ، والتطورات الصناعية والسياحية ذات أولوية عالية في مصر. في البحث الجاري ، فحص مدى ملاءمة الموقع عن طريق تقييم الظروف البيئية والجيولوجية والجيوتقنية المختلفة التي تواجه مشاريع الهندسة المدنية قد تم باستخدام النهج متعدد المعايير لنظم المعلومات الجغرافية. منطقة الدراسة هي واحدة من أهم المناطق الواعدة للتطور الحضرية والسياحية ، فضلاْ عن التطورات الصناعية في مصر والتي تقع على الساحل الشمالي الغربي من خليج السويس. هذه المنطقة قد تواجه العديد من المشاكل الجيو-بيئية والتي من شأنها أن تحد من مدى ملاءمتها للمشاريع المدنية. نموذج نظم المعلومات الجغرافية المرجح، يكامل أنواع مختلفة من البيانات ، مثل بيانات استخدامات الأراضي/الغطاء الارضي والبيانات الجيولوجية والجيومورفولوجية والجيوفيزيائية والبيئية وبيانات الاستشعار عن بعد ، والبيانات الميدانية ، والتي يمكن الحصول عليها لإنشاء خريطة ملاءمة الموقع. في هذه الورقة ، عملية التسلسل الهرمي التحليلي (AHP) تم استخدامة لتطوير نموذج مرجح للعوامل المختلفة. نتيجة لهذه الدراسة ، المناطق ذات الاحتمالية العالية للمخاطر الجيوتقنية والجيو-بيئية والتي يمكن أن تؤثر في تصميم وتشييد المشاريع المدنية تم تحديدها. ولذلك ، التغييرات يمكن إدخالها في وقت مبكر من عملية التصميم قبل استثمارجهد كبيرفي التصميم.
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References
Albrecht JH (1996) Universal GIS operations for environmental modeling. Proceedings of the 3rd International Conference/Workshop on Integrating Geographic Information Systems and Environmental Modeling, Santa Fe, NM, January 21–25, CD-ROM, National Center for Geographic Information and Analysis (NCGIA)
Aly MH (1997) Integration of remote sensing and GIS for geo-environmental assessment and monitoring of the New Minia City, Egypt. M. Sc. Thesis, Geology Department, Faculty of Science, Zagazig University, Zagazig, Egypt, p 139
Aly MH, Giardino JR, Klwin AG (2005) Suitability assessment for new Minia city, Egypt, A GIS approach to Engineering Geology. Environ Eng Geosci XI(3):259–269
Atkinson PM, Massari R (1998) Generalized linear modeling of susceptibility to land sliding in the Central Apennines, Italy. Comput Geosci 24(4):373–385
Birch F (1966) Handbook of physical contents. Geological Society of America Memoir 97:97–173
Bowles JE (1984) Physical and geotechnical properties of soils, 2nd edn. McGraw-Hill, London, p 587
Carrara A, Cardinali M, Detti R, Guzzettt F, Pasqui V, Reichenbach P (1991) GIS techniques and statistical models in evaluating landslide hazard. Earth Surf Proc Land 16:427–445
Carver S (1991) Integrating multi-criteria evaluation with geographical information systems. International Journal Geographical Information Systems 5:321–339
Collins MG, Steiner FR, Rushman M (2001) Land-use suitability analysis in the United States: historical development and promising technological achievements. Environ Manage 28(5):611–621
Conoco Inc. (1989) Stratigraphic lexicon and explanatory notes to the geological map of Egypt 1:500,000. Conoco Inc., Cairo, Egypt, 262p.
Cordier J (1985) Velocities in refraction seismology. Reidel, Holland, p 197
Dal FC, Lee CF, Zhang XH (2001) GIS-based geo-environmental evaluation for urban land-use planning, a case study. Eng Geol 61:257–271
Eastman JR, Jin W, Kyem PAK, Toledano J (1995) Raster procedures for multi-criteria/multi-objective decisions. Photogrammetric Engineering Remote Sensing 61(5):539–547
El Shahat AM (2003) Estimating earthquake ground motions at the Northwestern part of the Gulf of Suez, Egypt. Ph. D. Thesis, Ain Shams University, Egypt, pp 30–87
Gunawan I, Giardino JR, Tchakerian VP (1992) Displaying and evaluating engineering properties and natural hazards using geomorphic mapping techniques. Geological Society America Abstracts with Programs 24(7):18
Guzman M, Soberon G, Giardino JR (1995) Mapping environmental units (EU) in the Estero del Soldado, Guaymas, Sonora, Mexico. 91st Annual Meeting, Association of American Geographers (AAG), Abstracts, 115
Jankowski P, Richard L (1994) Integration of GIS-based suitability analysis and multicriteria evaluation in a spatial decision support system for route selection. Environ Plann B: Plann Des 21(3):323–340
Irigaray C, Fernandez T, Chacon J, El Amrani-Paaza N, Boussouf S (1994) GIS geotechnical and environmental assessment of site selection for urban waste disposal in the Granada District (Spain). Proceedings of the 7th International IAEG Congress, Balkema, Rotterdam, pp 46–79
Kangas J (1993) A multi-attribute preference model for evaluating the reforestation alternatives of a forest stand. For Ecol Manag 59:271–288
Kasani RB (2005) A new method for site suitability analysis: the analytic hierarchy process. Environ Manage 13(6):685–693
Lee S, Pradhan B (2006) Probabilistic landslide risk mapping at Penang Island, Malaysia. Journal of Earth System Science 115(6):661–672
Lee S, Pradhan B (2007) Landslide hazard mapping at Selangor, Malaysia using frequency ratio and logistic regression models. Landslides 4:33–41
Malczewski J (2003) GIS-based land-use suitability analysis: a critical overview. Prog Plann 62(1):3–65
Mejia-Navarro M, Garcia LA (1996) Natural hazard and risk assessment using decision support systems, application, Glen-wood Springs, Colorado. Environ Eng Geosci 2(3):299–324
Mendoza GA (1997) Introduction to analytic hierarchy process, theory and applications to natural resources management. In Proceedings of 1997 ACSM/ASPRS Annual Convention, Vol. 4, Resource Technology, April 7–10, Seattle, WA, 130–39
Pradhan B, Lee S (2007) Utilization of optical remote sensing data and GIS tools for regional landslide hazard analysis by using an artificial neural network model at Selangor, Malaysia. Earth Science Frontier 14(6):143–152
Pradhan B, Lee S (2009a) Landslide susceptibility assessment and factor effect analysis: backpropagation artificial neural networks and their comparison with frequency ratio and bivariate logistic regression modeling. Environmental Modelling & Software. doi:10.1016/j.envsoft.2009.10.016
Pradhan B, Lee S (2009b) Landslide risk analysis using artificial neural network model focusing on different training sites. Int J Phys Sci 3(11):1–9
Pradhan B, Lee S (2009c) Delineation of landslide hazard areas on Penang Island, Malaysia, by using frequency ratio, logistic regression, and artificial neural network models. Environmental Earth Sciences. doi:10.1007/s12665-009-0245-8
Pradhan B, Shafie M (2009). Flood hazard assessment for cloud prone rainy areas in a typical tropical environment. Disaster Advances 2(2):7–15
Pradhan B, Suleiman Z (2009) Landcover mapping and spectral analysis using multi-sensor satellite data fusion techniques: case study in Tioman Island, Malaysia. Journal of Geomatics 3(2):71–78
Pradhan B, Lee S (2009d) Regional landslide susceptibility analysis using back-propagation neural network model at Cameron Highland, Malaysia. Landslides. doi:10.1007/s10346-009-0183-2c
Pradhan B, Singh RP, Buchroithner MF (2006) Estimation of stress and its use in evaluation of landslide prone regions using remote sensing data. Adv Space Res 37:698–709
Pradhan B, Lee S, Mansor S, Buchroithner MF, Jallaluddin N (2008) Utilization of optical remote sensing data and geographic information system tools for regional landslide hazard analysis by using binomial logistic regression model. Journal of Applied Remote Sensing 2:1–11
Pradhan B, Lee S, Buchroithner MF (2009) Use of geospatial data for the development of fuzzy algebraic operators to landslide hazard mapping: a case study in Malaysia. Applied Geomatics 1:3–15
Pukkala T, Kangas J (1996) A method of integrating risk and attitude toward risk into forest planning. For Sci 42(2):198–205
Saaty TL (1977) A scaling method for priorities in hierarchical structures. J Math Psychol 15:234–281
Saaty TL (1980) The analytic hierarchy process, planning, priority setting, resource allocation. McGraw-Hill, New York, p 287
Saaty TL (1996) Decision making for leaders: the analytical hierarchy process for decisions in a complex world, 291, vol. II, in the analytic hierarchy process series, 3rd ed. ISBN 0-9620317-8-X. RWS, Pittsburgh.
Saaty TL (2003) Decision making with the AHP. Why is the principle eigenvector necessary. Eur J Oper Res 145:85–91
Saaty TL, Vargas LG (1991) Prediction, projection, and forecasting, applications of the analytic hierarchy process in economics, finance, politics, games, and sports. Kluwer, Boston, p 251
Store R, Kangas J (2001) Integrating spatial multi-criteria evaluation and expert knowledge for GIS-based habitat suitability modeling. Landsc Urban Plan 55(2):79–93
Thomsen L (1986) Weak elastic anisotropy. Geophysics 51:1954–1966
Voogd H (1983) Multicriteria evaluation for urban and regional planning. Pion, London, p 367
Youssef AM, Abdel Moneim AA, Abu El-Maged SA (2005) Flood hazard assessment and its associated problems using geographic information systems. Sohag Governorate, Egypt. The Fourth International Conference on the Geology of Africa, Assiut, Egypt, 1, 1–17
Youssef AM, Pradhan B, Gaber AFD, Buchroithner MF (2009) Geomorphological hazard analysis along the Egyptian red sea coast between Safaga and Quseir. Natural Hazard and Earth Systems Science 9:751–766
Zhang K, Giardino JR (1992) Expert system based on knowledge extraction from a GIS. International Geoscience and Remote Sensing Symposium (IGARS), Houston, TX, 1, pp 319–321
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Youssef, A.M., Pradhan, B. & Tarabees, E. Integrated evaluation of urban development suitability based on remote sensing and GIS techniques: contribution from the analytic hierarchy process. Arab J Geosci 4, 463–473 (2011). https://doi.org/10.1007/s12517-009-0118-1
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DOI: https://doi.org/10.1007/s12517-009-0118-1