Abstract
Natural risk regains the notion of exposure to natural disaster or dangers of any natural hazard. Its management consists in the assessment and the anticipation of risks, as well as to the setting up of an alert system. From natural risk, we mentioned one bound to landslides in natural slopes that are difficult to surround and approach. Nevertheless, the assessment of landslides risk is the object of several works of research and many models, based on the multicriteria analysis, have been established. It should be noted that based on multicriteria approach, we evaluated, in a previous work, the landslide risk using the weighted sum model. The results reveal that the use of qualitative parameters influenced the classification of slope. This led us to adopt fuzzy logic approaches for assessment. This work examines the contribution of fuzzy sets theory to modeling and assessment of landslides risk in natural slopes. It brought to use this approach that permits the survey of these imprecision in adopting a Mamdani model. The method has been applied on slopes, situated in four areas of the Algerian Tell, where each is characterized by the different natural conditions. The result, put in evidence, summarizes modeling and risk assessment of landslides in an optimal classification of slopes according to the degree of instability risk. It allows decision makers to put in strategies for possible work of these slopes.
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References
Areski N, Mehala K (2007) Étude de l’instabilité des falaises entre AIN Taya et Surcouf. Mémoire d’Ing. FSTGAT-USTHB, Alger, Algérie. pp. 2–3 and 72–74
Bonissone PP (1982) A fuzzy sets based linguistic approach: theory and applications. In: Gupta MM, Sanchez E (eds) Approximate reasoning in decision analysis. North-Holland, New York, pp 329–339
Burrough PA, Macmillan RA, Vandeursen W (1992) Fuzzy classification methods for determining land suitablity from soil profile observation and topography. J Soil Sci 43:193–210
Chuang PH (1995) Use of fuzzy sets for evaluating shear strength of soils. Comput Geotech 17:425–446
Cox E, (1994) The fuzzy systems handbook. A practitioner's guide to building, using, and maintaining fuzzy systems. AP professional,Boston
Dubois D, Prade H (1996) What are fuzzy rules and how to use them. Fuzzy Set Syst 84(1996):169–185
Dutta S (1993) Fuzzy logic applications: technological and strategic issues. IEEE Trans Eng Manag 40:237–254
Evrard H (1987) Risques Liés aux carrières souterraines abandonnées de Normandie. Bull. Liaison Labo. P. et Ch. France, pp. 96–108
Fares A, Rollet M, Broquet P (1994) Méthodologie de la cartographie des risques naturels liés aux mouvements de terrain. Rev Fr Géotech 69:63–72
Guettouche MS (2011) Contribution of Fuzzy Logic to the Assessment of Landslides Risk in the Natural Slopes. The 9th Meeting of the Saudi Society for Geosciences, 26–28 April, 2011, King Saud University, Riyadh. 23p
Hamas M, Yebka F (2006) Étude de la stabilité du versant Nord-Ouest de Coudiate Zrarart–AZAZGA. Mem. Ing. FSTGAT-USTHB, Alger, 68 p
Hantz D (2008) Contribution à l’évaluation de l’aléa éboulement rocheux : Approche multidisciplinaire et multiéchelles. Mém. De Diplôme d’Habilitation à Diriger des Recherches, Université Joseph Fourier, Grenoble 1, 79 p
Hudson JA, Sheng J, Arnold PN (1992) Rock engineering risk assessment through critical mechanisms and parameter evaluation. Proceeding of 6th. Australia–New Zealand conference on Geomech, pp 442–447
Joerin F (1997) Décider Sur Le Territoire: Proposition d’une approche par utilisation de SIG et de méthodes d’analyse multicritère. Doctorat ès sciences techniques, Ecole Polytechnique Fédérale de Lausanne, 220 p
Kacewicz M (1987) Fuzzy slope stability method. Math Geol 19:757–767
Kawakami H, Saito Y (1984) Landslide risk mapping by a quantification method. Proc 4th Int Symp Landslides 2:535–540
Millies-Lacroix A (1981) Classification des talus et versant instables. Bull. Liaison Labo. P. et Ch. France, pp: 55–62
Mokhtar K, Sebbah Y (2009) Analyse de la stabilité des versants de la ville nouvelle de Sidi Abdellah (Alger). Mémoire Ingénieur. FSTGAT-USTHB, Alger
Mouloud F (2007) Caractérisation des glissements de terrain à travers l’étude des propriétés mécaniques et minéralogiques des terrains. Cas du bassin versant d’Assif L’ Mdeah-Tizi Ouzou. Mémoire Ingénieur. FSTGAT-USTHB, Alger, 114 p + annexes
Nathanail CP, Hudson JA (1992) Stability hazard indicator system for slope failure in heterogenous strata. EUROCK 92 Symposium, Chester UK. Thomas Telford Ltd. Pp: 111–116
Nguyen VU (1985a) Overall evaluation of geotechnical hazard based on fuzzy set theory. Soils Found 25:8–18
Nguyen VU (1985b) Some fuzzy set applications in mining geomechanics. Int J Rock Mech Min Sci Geomech Abstr 22:369–379
Nguyen VU (1985c) Tender evaluation of fuzzy sets. ACSE J Eng Constr Manag 111:231–243
Nguyen VU, Shworth EA (1985) Rock mass classification by fuzzy sets. 26th US Symposium on Rock Mechanics, pp. 937–945
Nozaki K et al (1997) A simple but powerful heuristic method for generating fuzzy rules from numerical data. Fuzzy Set Syst 86:251–270
Rezig S, Favre J, Leroi E (1997) The probabilistic evaluation of the risk ground movement. ESREL 97, European Society for Safety and Reliability, pp: 1543–1550
Terano T, Asai K, Sugeno M (1989) Applied fuzzy systems. AP Professional, 955 Massachusetts Avenue, Cambridge, MA 02139
Thiery Y (2007) Susceptibilité du Bassin de Barcelonnette (Alpes du sud, France) aux ‘mouvements de versant’: cartographie morphodynamique, analyse spatiale et modélisation probabiliste. Thèse Doctorat. Université de Caen/Basse-Normandie, 443.p
Thiery Y, Sterlacchini S (2004) Modélisation spatiale de la susceptibilité des versants aux mouvements de terrain. Institut de Physique du Globe, IPGS-EOST UMR 7516 ULP/CNRS, Strasbourg
Thiery Y, Malet JP, Maquaire O (2007) Test of fuzzy logic rules for landslide susceptibility assessment. SAGEO 2006:2–16
Tritsch JJ, Didier C (1996) Méthodologie pour la connaissance et l'identification des risques de mouvements de terrain. Rapport finale de projet de recherche, INERIS, France
Verdel T (2000) Méthodologies d'évaluation globale des risques. Applications potentielles au Génie Civil. Colloque Risque et Génie Civil, Paris, 8–9 Novembre 2000, Presses de l'Ecole Nationale des Ponts et Chausssées, ISBN 2-85978-334-2, pp: 23–38
Yao J, Furuta H (1986) Probabilistic treatment of fuzzy events in civil engineering. J Probab Eng Mech 1:58–64
Zadeh LA (1965) Fuzzy sets. Inf Control 8:338–353
Zadeh LA (1968a) Fuzzy algorithms. Inf Control 12:94–102
Zadeh LA (1968b) Probability measures of fuzzy events. J Math Anal Appl 10:421–427
Zadeh LA (1975) The concept of a linguistic variable and its application to approximate reasoning. Inf Sci 8(3):199–249
Zadeh LA (1978) Fuzzy sets as a basis for a theory of possibility. Int J Fuzzy Set Syst 1:3–28
Zhu AX, Band LE (1996) Automated soil inference under fuzzy logic. Geol Model 90:123–145
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Guettouche, M.S. Modeling and risk assessment of landslides using fuzzy logic. Application on the slopes of the Algerian Tell (Algeria). Arab J Geosci 6, 3163–3173 (2013). https://doi.org/10.1007/s12517-012-0607-5
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DOI: https://doi.org/10.1007/s12517-012-0607-5