Abstract
The paper presents a framework for the nation-wide assessment of natural hazards, vulnerability and risk for the Republic of Georgia. Firstly, a relational database was created in order to collect all necessary information available. Secondly, hazard maps were drawn based on an innovative approach of assessing the magnitude and frequency of meteorological hazard types, where the corresponding formalization was not yet satisfying. Thirdly, the associated economic losses were evaluated and presented in monetary terms for some hazard types (droughts, hurricanes, hail, frost, flash floods and earthquakes), while for other types of hazards, the information remained descriptive. Fourthly, based on the hazard inventory, an approach was developed that allowed for the calculation of an overall vulnerability value for each individual hazard type, using the Gross Domestic Product per unit area (applied to population) as the indicator for elements at risk exposed. The correlation between estimated economic losses, physical exposure and the magnitude for each of the six types of hazards has been investigated in detail by using multiple linear regression analysis. Economic losses for all past events were estimated, and historical vulnerability was estimated. Finally, the spatial distribution of general vulnerability was assessed, and the expected maximum economic loss was calculated as well as a multi-risk map was set-up. The presented method will contribute to a reduction of disaster losses in Georgia and will foster future efforts of harmonization of risk management strategies in the country.
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Notes
This project was implemented by the Caucasus Environmental NGO Network (CENN) and the Faculty of Geo-Information Science and Earth Observation (ITC), University of Twente, The Netherlands. The project was financially supported by the Social Transformation Programme for Central and Eastern Europe (MATRA) of The Netherlands Ministry of Foreign Affairs (ATLAS 2012).
http://www.emme-gem.org/ (23 August 2012).
References
Abdushelishvili KL, Qaldani LA (1986) Osnovnie printsipy razvitia metodiki sostovlenia kart lavinoopasnosti v gorakh Kavkaza. In: Trudy vsesouznogo soveshania po lavinam. Gidrometeoizdat, Leningrad, pp 198–202
Abdushelishvili KL, Qaldani LA (1997) Stepen lavinnoi aktivnosti. Faktori lavinoobrozovania (Kavkaz) In: Kotliakov VM (ed) Atlas snejhno-ledovikh resursov mira. RAN, Moskva, pp 92–93
Abdushelishvili KL, Gagua VP, Kerimov AA, Kordzakhia RS, Papinashvili LK, Rukhadze NV, Svanidze GG, Sukhishvili EV, Tatoshvili SG, Khvichia MS, Kherkheulidze II, Kherkheulidze GI, Khmaladze GN, Tsomaia VSh, Tsutskiridze YA, Tskhvitava PV, Chirakadze GI (1983) Opasnie gidro-meteorologicheskie yavlenia na Kavkaze. Gidrometeoizdat, Leningrad, pp 3–263
Abdushelishvili KL, Qaldani LA, Saluqvadze ME (1984) Kadastr lavin SSSR, Zakavkazie i Dagestan, vol 9. Gidrometeoizdat, Leningrad, pp 108–197
Abdushelishvili KL, Qaldani LA, Saluqvadze ME (1999) Lavinoopasnye raiony Kavkaza.Trudi ZakNIGMI, vol 88 (95), Gidrometeoizdat, Leningrad, pp 71–88
ADPC (2000) Course materials of the urban disaster mitigation workshop, October 23–27, 2000, Glossary. Karlsruhe University, Karlsruhe
Allen M, Jackson J, Walker R (2004) Late Cenozoic reorganization of the Arabia-Eurasia collision and the comparison of short-term and long-term deformation rates. Tectonics 23:1–16
Amiranashvili A, Bakhsoliani M, Beglishvili N, Beradze N, Beritashvili B, Rekhviashvili R, Tsintsadze T, Rukhadze N, Kapanadze N (2002) O vozobnovlenii rabot po regulirovaniu osadkov v vostochnoi Gruzii. Transaction of the Institute of Hydrometeorology of Georgia, vol 108. Tbilisi, pp 249–260
Amiranashvili A, Varazanashvili O, Nodia A, Tsereteli N, Khurodze T (2008) Statisticheskie harakterisriki chisla dnei s grodom v god v Gruzii. Transaction of the Institute of Hydrometeorology of Georgia, vol 115. Tbilisi, pp 427–433
Amiranashvili A, Dolidze J, Tsereteli N, Varazanashvili O (2009) Statistical characteristics of flash flood in Georgia. In: Proceedings of the international symposium on floods and modern methods of control measures, September 23–28, 2009. Tbilisi, pp 28–36
ATLAS (2012) Atlas of natural hazards and risks of Georgia. Favorite printing house, Tbilisi http://drm.cenn.org
Balassanian S, Ashirov T, Chelidze T, Gassanov A, Kondorskaya N, Molchan G, Pustovitenko B, Trifonov V, Ulomov V, Giardini D, Erdik M, Ghafory-Ashtiany M, Grünthal G, Mayer-Rosa D, Schenk V, Stucchi M (1999) Seismic hazard assessment for the caucasus test area. Annali di Geof 42(6):1139–1164
Barbolini M, Cappabianca F, Sailer R (2004) Empirical estimate of vulnerability relations for use in snow avalanche risk assessment. In: Brebbia CA (ed) Risk analysis, IV. WIT Press, Southampton, pp 533–542
Barredo J (2007) Major flood disasters in Europe: 1950–2005. Nat Hazards 42(1):125–148
Benson C, Clay E (2000) Developing countries and the economic impacts of catastrophes. In: Kreimer A, Arnold M (eds) Managing disaster risk in emerging economies. The World Bank, Washington, pp 11–21
Birkman J (2006) Measuring vulnerability to promote disaster-resilient societies: Conceptual frameworks and definitions. In: Birkmann J (ed) Measuring vulnerability to natural hazards: towards disaster resilient societies. UNU Press, Tokyo, pp 9–54
Blaikie P, Cannon T, Davis I, Wisner B (1994) At risk—Natural hazards, people’s vulnerability and disasters. Routledge, London
Bründl M, Bartelt P, Schweizer J, Keiler M, Glade T (2010) Review and future challenges in snow avalanche risk analysis. In: Alcántara-Ayala I, Goudie A (eds) Geomorphological hazards and disaster prevention. Cambridge University Press, Cambridge, pp 49–61
Chachava N, Gogmachadze S, Zaalishvili V (2001) Seismic risk assessment methods in old Tbilisi. In: Komut EM (ed) Natural disasters: designing for safety. Chambers of Architects of Turkey, Ankara, pp 81–88
Chelidze T, Tsereteli N, Tsereteli E, Kaldani L, Dolidze J, Varazanashvili O, Svanadze D, Gvencadze A (2009) Multiple risk assessment for various natural hazards for Georgia. In: Apostol I, Barry DL, Coldewey WG, Reimer DWG (eds) Optimization of disaster forecasting and prevention measures in the context of human and social dynamics. IOS press, Amsterdam, pp 11–32
Chitanava R, Dolidze J, Geladze G, Geladze V, Jalagonia M, Nozadze E, Stvilia G, Tsereteli N, Tsuladze G, Lomadze S (2009) Hydrological geo-information system of Georgia. In: Proceedings of the International symposium on floods and modern methods of control measures, September 23–28, 2009. Tbilisi, pp 85–90
Coburn AW, Spence RJS, Pomonis A (1991) Vulnerability and risk assessment. UNDP Disaster Management Training Program. Geneva
Corominas J, Copons R, Moya J, Vilaplana JM, Altimir J, Amigo J (2005) Quantitative assessment of the residual risk in a rock fall protected area. Landslides 2:343–357
Cutter SL (1996) Vulnerability to environmental hazards. Prog Hum Geogr 20:529–539
Cutter SL, Finch C (2008) Temporal and spatial changes in social vulnerability to natural hazards. Proc. Natl. Acad. Sci. USA 105:2301–2306
Dao H, Peduzzi P (2003) Global risk and vulnerability index trends per year (GRAVITY), phase IV: annex to WVR and multi risk integration, A Technical Report for UNDP/BCPR, Geneva http://www.grid.unep.ch/products/3_Reports/ew_gravity4.pdf
Dao H, Peduzzi P (2004) Global evaluation of human risk and vulnerability to natural hazards. In: Proceedings of ENVIROINFO 2004, 18th international conference informatics for environmental protection, vol 1, CERN, 21–23 October 2004, Sh@ring, Editions du Tricorne. Geneva, pp 435–446
DeMets C, Gordon R, Argus D, Stein S (1990) Current plate motions. Geophys J Int 101:425–478
Dilley M, Chen RS, Deichmann U, Lerner-Lam AL, Arnold M, Agwe J, Buys P, Kjekstad O, Lyon B, Yetman G (2005) Natural disaster hotspots: a global risk analysis. The World Bank, Washington
Dolidze J (2007) Mapping of flash flood and flood hazard of territory of Georgia. In: Chelidze T (ed) Atlas of GIS-based maps of natural disaster hazards for the Southern Caucasus. Tbilisi, pp 15–16 http://www.coe.int/t/dg4/majorhazards/activites/DocumentsFrancesc/Etudes/2009/GEO_Atlas_SouthCaucasus.pdf
Dolidze J, Varazanashvili O, Tsereteli N, Korzakhia G, Chitanava R (2009) Mapping of flash flood and flood hazard on territory of Georgia. In: Proceedings of the international symposium on floods and modern methods of control measures, September 23–28, 2009. Tbilisi, pp 115–122
Douglas J (2007) Physical vulnerability modeling in natural hazard risk assessment. Nat Hazards Earth Syst Sci 7:283–288
Downton M, Miller J, Pielke R (2005) Reanalysis of US national weather service flood loss database. Nat Hazards Rev 6:13–22
Elizbarashvili ESh (2007) Climatic resources of Georgia. Zeon Publisher, Tbilisi
Elizbarashvili ESh, Elizbarashvili ME (2012) Extreme weather events over the territory of Georgia. Zeon Publisher, Tbilisi
Elizbarashvili ESh, Zubitashvili TK (2007) Tumany v Vostochnoi Gruzii. Izvestia RAN, Seria geograficheckaya 5:112–115
Elizbarashvili ESh, Mesxia RSh, Elizbarashvili ME, Megrelidze LD, Gorgisheli VE (2009) Frequency of occurrence and dynamics of droughts in Eastern Georgia in the twentieth century. J. Russ Meteorol Hydrol 34(6):401–405
Elizbarashvili ESh, Varazanashvili OSh, Elizbarashvili ME, Tsereteli NS (2011) Light frosts in the freeze-free period in Georgia. J. Russ Meteorol Hydrol 36(6):399–402
Elizbarashvili ESh, Varazanashvili OSh, Tsereteli NS, Elizbarashvili ME, Elizbarashvili ShE (2012) Dangerous fogs on the territory of Georgia. J. Russ Meteorol Hydrol 37(2):106–111
EM-DAT (2006) The OFDA/CRED international disaster database. Universite Catholique de Louvain-Brussels-Belgium http://www.emdat.be
Fell R, Corominas J, Bonnard C, Cascini L, Leroi E, Savage W (2008) Guidelines for landslide susceptibility, hazard and risk zoning for land-use planning. Eng Geol 102(3–4):85–98
Fuchs S (2009) Susceptibility versus resilience to mountain hazards in Austria—Paradigms of vulnerability revisited. Nat Hazards Earth Syst Sci 9:337–352
Fuchs S, Keiler M (2006) Natural hazard risk depending on the variability of damage potential. In: Brebbia C (ed) Risk analysis V. WIT transactions on ecology and the environment 91. WIT-Press, Southampton, pp 13–22
Fuchs S, Keiler M, Zischg A, Bründl M (2005) The long-term development of avalanche risk in settlements considering the temporal variability of damage potential. Nat Hazards Earth Syst Sci 5:893–901
Fuchs S, Heiss K, Hubl J (2007) Towards an empirical vulnerability function for use in debris flow risk assessment. Nat Hazards Earth Syst Sci 7:495–506
Fuchs S, Kuhlicke C, Meyer V (2011) Vulnerability to natural hazards—the challenge of integration. Nat Hazards 58:609–619
Gabor T, Griffith TK (1980) The assessment of community vulnerability to acute hazardous materials incident. J Hazard Mater 8:23–33
Gavardashvili G, Ayyub MB, Sobota J, Bournaski E, Arabidze V (2009) Simulation of flood and mudflow scenarios in case of failure of the Zhinvali Earth Dam. In: Proceedings of the international symposium on floods and modern methods of control measures, September 23–28, 2009. Tbilisi, Georgia, pp 148–163
GEOSTAT (2007) Population. GDP and other indicators of national accounts. National Statistics Office of Georgia http://geostat.ge/index.php?action=page&p_id=116&lang=eng
Glade T (2003) Vulnerability assessment in landslide risk analysis. Erde 134:123–146
Gobechia G, Tsereteli E, Gobejishvili R (2009) Hazard zonation of freshets and mudflow phenomena in Georgia. In: Proceedings of the international symposium on floods and modern methods of control measures, September 23–28, 2009. Tbilisi, pp 164–172
Gringof IG, Kleshchenko AD, Zhukov VA (eds) (2000) Problemi monitoringa zasukha. In: Materialy nauchno-tekhnicheskoi konferentsii nauchno-prakticheskie problemy monitoringa zacukha v Rossiiskoi Federatsii, Obninsk, 6-10 oktiabr 1997. Trudi VNIISKHM, vol 33. Gidrometeoizdat, St. Petersburg
Gugeshashvili T, Kordzadze T (1996) Usherb, vizvanni zemletryaseniem. In: Gabrichidze G (red), Injhenerni analis posledstvii Rachinskogo zemletryasenia 1991 v Gruzii. Metsniereba, Tbilisi, pp 131-136
Hufschmidt G (2011) A comparative analysis of several vulnerability concepts. Nat Hazards 58(2):621–643
IEC (1990) Protection of structures against lightning—Part 1: general principles, Reference number IEC 61024-1:1990(E). Geneva http://webstore.iec.ch/p-preview/info_iec61024-1%7Bed1.0%7Den_d.img.pdf
Jackson J, Ambraseys N (1997) Convergence between Eurasia and Arabia in eastern Turkey and the Caucasus. In: Giardini D, Balassanian S (eds) Historical and prehistorical earthquakes in the Caucasus. Kluwer Academic Publishers, Dordrecht, pp 79–90
Kappes M, Papathoma-Köhle M, Keiler M (2012) Assessing physical vulnerability for multi-hazards using an indicator-based methodology. Appl Geogr 32(2):577–590
Keiler M, Sailer R, Jörg P, Weber C, Fuchs S, Zischg A, Sauermoser S (2006) Avalanche risk assessment—A multi-temporal approach, results from Galtür, Austria. Nat Hazards Earth Syst Sci 6:637–651
Labbate G, Jamburia L, Mirzashvili G (2003) Improving targeting of poor and extremely poor families in Georgia: the construction of poverty maps at the district level. UNDP Country Office, Tbilisi
Lagomarsino S, Giovinazzi S (2006) Macroseismic and mechanical models for the vulnerability and damage assessment of current buildings. Bull Earthq Eng 4:415–443
Mechler R (2003) Natural disaster risk management and financing disaster losses in developing countries. University of Karlsruhe, Dissertation
MERF (2004) Instruktsia po ustroistvu molnyezashity zdanii, soorujhenii i promyshlennykh kommunikatsii, SO153-34.21.122-2003. Ministerstvo Energetiki Rossiiskoi Federatsii (MERF). Moskva http://www.pojar.ru/articles/i693.html
Michael-Leiba M, Baynes F, Scott G, Granger K (2003) Regional landslide risk to the cairns community. Nat Hazards 30:233–249
Mukhadze T, Arabidze V, Chanadiri J, Eremadze N, Korkia G (2008) Establishment of the damage grade and assessment of seismic risk of dwelling houses in Tbilisi. In: Proceedings of the first international conference on seismic safety of Caucasus region population, cities and settlements, September 8–11, 2008. Tbilisi, pp 153–156
Munich Re (2011) Topics Geo natural catastrophes 2010: analyses, assessments, positions. Munich Reinsurance Company, Munich http://preventionweb.net/go/17345
NHC (2010) Saffir-Simpson hurricane wind scale. National Hurricane Center http://www.nhc.noaa.gov/aboutsshs.shtml
Papathoma-Köhle M, Kappes M, Keiler M, Glade T (2011) Physical vulnerability assessment for alpine hazards: state of the art and future needs. Nat Hazards 58(2):645–680
Pelling M (2003) The vulnerability of cities: natural disasters and social resilience. Earthscan, London
ProVention Consortium (2006) Strengthening global collaboration in disaster risk reduction. Session 3, February 2–3, 2006. Bangkok http://ipcc-wg2.gov/njlite_download.php?id=5282
Pusch C (2004) Preventable losses: saving lives and property through hazard risk management—comprehensive risk management framework for Europe and Central Asia. Disaster risk management working paper series, No 9. The World Bank, Washington http://siteresources.worldbank.org/INTDISMGMT/Resources/ECA_strategy.pdf
Qaldani LA, Saluqvadze ME (2001) Raionirovanie territorii Gruzii po snejhnosti. Trudy Gidrometeorologicheskogo Instituta, vol 106. Tbilisi, pp 197–214
Qaldani L, Saluqvadze M (2007) Avalanche zoning of South Caucasus. In: Chelidze T (ed) Atlas of GIS-based maps of natural disaster hazards for the Southern Caucasus. Tbilisi, pp 16–19 http://www.coe.int/t/dg4/majorhazards/activites/DocumentsFrancesc/Etudes/2009/GEO_Atlas_SouthCaucasus.pdf
Qaldani LA, Saluqvadze ME, Kobakhidze NA (2001) Chastota rasprostranenia lavinosbrosov na territorii Gruzii. Trudy Gidrometeorologicheskogo Instituta, vol 106. Tbilisi, pp 123–130
Reilinger R, McClusky S, Vernant Ph, Lawrence S, Ergintav S, Cakmak R, Ozener H, Kadirov F, Guliev I, Stepanyan R, Nadariya M, Hahubia G, Mahmoud S, Sakr K, ArRajehi A, Paradissis D, Al-Aydrus A, Prilepin M, Guseva T, Evren E, Dmitrotsa A, Filikov SV, Gomez F, Al-Ghazzi R, Karam G (2006) GPS constraints on continental deformation in the Africa-Arabia-Eurasia continental collision zone and implications for the dynamics of plate interactions. J Geophys Res 111(B05):B05411
Richter CF (1935) An instrumental magnitude scale. Bull Seismol Soc Am 25:1–32
Roca A, Goula X, Susagna T, Chavez J, Gonzalez M, Reinoso E (2006) A simplified method for vulnerability assessment of dwelling buildings and estimation of damage scenarios in Catalonia Spain. Bull Earthq Eng 4:141–158
Seismic intensity scale version MSK 1964 (1965) Description of the scale. UNESCO, Paris http://unesdoc.unesco.org/images/0015/001545/154508eb.pdf
Seliverstov Y, Glazovskaya T, Shnyparkov A, Vilchek Y, Sergeeva K, Martynov A (2008) Assessment and mapping of snow avalanche risk in Russia. Ann Glaciol 49:205–209
Slejko D, Javakhishvil Z, Rebez A, Santulin M, Elashvili M, Bragato PL, Godoladze T, Garcia J (2008) Seismic hazard assessment for the Tbilisi test area (eastern Georgia). Boll Geof Teor Appl 49(1):37–58
Smit P, Arzoumanian V, Javakhishvili Z, Arefiev S, Mayer-Rosa D, Balassanian S, Chelidze T (2000) The digital accelerograph network in the Caucasus. Bull, Open-File Rept vol 98, no 16, Earthquake hazard and seismic risk reduction. Kluwer Academic Publishers, Dordrecht, pp 109–118
Sobolev G (ed) (1997) Otsenka seicmicheskoi opacnosti i riska. BSTS, Moskva
Solomon S, Qin D, Manning M, Alley RB, Berntsen T, Bindoff NL, Chen Z, Chidthaisong A, Gregory JM, Hegerl GC, Heimann M, Hewitson B, Hoskins BJ, Joos F, Jouzel J, Kattsov V, Lohmann U, Matsuno T, Molina M, Nicholls N, Overpeck J, Raga G, Ramaswamy V, Ren J, Rusticucci M, Somerville R, Stocker TF, Whetton P, Wood RA, Wrat D (2007) Technical summary. In: Solomon S, Qin D, Manning M, Chen Z, Marquis M, Averyt KB, Tignor M, Miller HL (eds) Climate change 2007: the physical science basis. Cambridge University Press, Cambridge, pp 21–37
Swiss Re (2012) Sigma 2/2012: Natural catastrophes and man-made disasters in 2011. Swiss Re, Zurich http://media.swissre.com/documents/sigma2_2012_en.pdf
Tatashidze Z, Tsereteli E, Kutsnashvili O (2000) Principal hazard factor and mechanisms causing landslides (Georgian as an example). In: Proceedings of the international symposium on landslides, Cardiff, Wales, 25–30 June 2000.Thomas Talford, London, vol 3. pp 1449–1452
TORRO (2012) Hail scale. Tornado and Storm Research Organization http://www.torro.org.uk/site/hscale.php
Totschnig R, Sedlacek W, Fuchs S (2011) A quantitative vulnerability function for fluvial sediment transport. Nat Hazards 58(2):681–703
Tsereteli ED (1988) The experience of the regional investigation of landslides and mudflows in Georgia. Landslides and Mudflows, United Nations Environment Programme. UNEP/UNESCO, vol 2. pp 6–17
Tsereteli E (2007) Mapping of mass-movement potential on the territory of Georgia: criteria of destabilization. In: Chelidze T (ed) Atlas of GIS-based maps of natural disaster hazards for the Southern Caucasus. Tbilisi, pp 13-15 http://www.coe.int/t/dg4/majorhazards/activites/DocumentsFrancesc/Etudes/2009/GEO_Atlas_SouthCaucasus.pdf
Tsereteli N (2007) Principles of multi-risk calculation for natural hazards: the case of Georgia. In: Chelidze T (ed) Atlas of GIS-based maps of natural disaster hazards for the Southern Caucasus. Tbilisi, pp 26–29 http://www.coe.int/t/dg4/majorhazards/activites/DocumentsFrancesc/Etudes/2009/GEO_Atlas_SouthCaucasus.pdf
Tsereteli ED, Tsereteli JD (1985) Geologicheskie uslovia razvitia selei v Gruzii. Mecniereba, Tbilisi
Tsereteli ED, Varazashvili LI (1986) Character of seismics in development of slope gravitational processes in Caucasus. Geol Appl Idrogeol 21(2):57–63
Tsereteli N, Varazanashvili O, Arabidze V, Mukhadze T, Arevadze N (2011) Seismic risk assessment for Tbilisi—new approaches. In: Avagyan A, Barry DL, Coldewey WG, Reimer DWG (eds) Stimulus for human and societal dynamics in the prevention of catastrophes, vol 80. IOS Press, Amsterdam, pp 109–130
Tsereteli N, Tanircan G, Safak E, Varazanashvil O, Chelidze T, Gvencadze A, Goguadze N (2012) Seismic hazard assessment for Southern Caucasus—Eastern Turkey energy corridors: The example of Georgia. In: Barry DL, Coldewey WG, Reimer DWG, Rudakov DV (eds) Correlation between human factors and the prevention of disasters, vol 94. IOS Press, Amsterdam, pp 96–111
UN/ISDR (2004) Living with risk. UN http://www.unisdr.org/eng/about_isdr/bd-lwr-2004-eng.htm
UN/ISDR (2004) Visions of risk: a review of international indicators of disaster risk and its management. A report for the ISDR inter-agency task force on disaster reduction—working group 3: risk, vulnerability and disaster impact assessment. King’s College, University of London http://www.undp.org/cpr/disred/documents/publications/visionsofrisk.pdf
UN/ISDR (2009) Terminology on disaster risk reduction. United Nations, Geneva http://www.unisdr.org/files/7817_7819isdrterminology11.pdf
UNDP (2004) Reducing disaster risk: a challenge for development. Global report, UNDP/Bureau for Crisis Prevention and Recovery, New York http://www.searo.who.int/linkfiles/regional_meeting_on_health_aspects_of_emergency_preparedness_and_response_undp_global_disaster_risk_report_english.pdf
UNDRO (1979) Natural disasters and vulnerability analysis. In: Report of expert group meeting, July 9-12, 1979. Geneva http://archive.org/details/naturaldisasters00offi
UNDRO (1991) Mitigating natural disasters: Phenomena, effects and options: a manual for policy makers and planners UN. Office of the Disaster Relief Co-Ordinator (UNDRO), New York http://desastres.usac.edu.gt/documentos/pdf/eng/doc1028/doc1028.htm
Van Westen CJ (ed) (2010) Multi-hazard risk assessment: risk city: distance education. ITC, Enschede
Varazanashvili O, Tsereteli N (2010) Seismic situation’s probability prediction in Great Caucasus during the period 2005–2025. J Seismol Earthq Eng 12(1):1–11
Varazanashvili O, Tsereteli N, Muchadze T (2008) Seismotectonic conditions and seismic risk for cities in Georgia. In: Apostol I, Coldewey WG, Barry DL, Reimer D (eds) Risk assessment as a basis for the forecast and prevention of catastrophies. IOS Press, Washington, pp 26–35 http://www.lrc.fema.gov/starweb/lrcweb/servlet.starweb?path=lrcweb/STARLibraries1.web&search=R%3d182463
Varazashvili L, Tsereteli E, Tatashidze Z, Rogava D (1998) Landslide hazards in Georgia and problems of stable development of population. In: Moore D, Hungr O (ed) Engineering geology—A global view from the Pacific Rim. Proceedings of the 8th international congress of the IAEG, Vancouver, 21–25 September 1998. Balkema, Rotterdam, pp 4107–4111
Varnes D (1984) Landslide hazard zonation: a review of principles and practice. UNESCO, Paris
Villagran De Leon JC (2006) Vulnerability—a conceptual and methodological review. UNU-EHS, Source No 4/2006, pp 8–14, 48–50 http://www.ehs.unu.edu/file/get/3904
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The authors would like to acknowledge the valuable advice and literature provided by Tamaz Chelidze, the corresponding member of National Science Academy of Georgia and financial support of Georgian National Science Foundation (GNSF). Moreover, the authors kindly acknowledge the insightful comments of Sven Fuchs and two anonymous referees on an earlier draft of this article.
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Varazanashvili, O., Tsereteli, N., Amiranashvili, A. et al. Vulnerability, hazards and multiple risk assessment for Georgia. Nat Hazards 64, 2021–2056 (2012). https://doi.org/10.1007/s11069-012-0374-3
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DOI: https://doi.org/10.1007/s11069-012-0374-3