Abstract
A common approach of potential natural hazards assessment in mountain areas is presented in this chapter on the base of Geographic Information System (GIS) and Remote Sensing (RS) methods. The subjects include excess erosion, landslides, flash floods, and forest fires. For this purpose, Vlahina Mountain (Kadiitsa, 1932 m), covering 471.2 km2 between the Republic of Macedonia and Bulgaria, was selected as a case study. This mountain border territory suffers from frequent and severe natural hazards that have high local impact on the environment, sociodemographic development, and the local economy. First, most relevant stable factors for each type of natural hazard were selected (topography, land cover, anthropogenic objects, infrastructure). Multi-layer calculation was performed based on available traditional equations, clustering and classifying procedures, using GIS and satellite images. In this way, suitable relatively “stabile” natural hazard maps were produced (modeled). Then, variable (mostly climate-related) factors are included in previous models correlated with different amounts of precipitation, temperature, wind direction, etc. Finally, the resulting GIS-based models were evaluated and tested with field verification and high-resolution Google Earth images. The verification of the models shows good accuracy. Further development of such GIS models is connected with situating of automatic remote meteorological stations and use of dynamic satellite imagery (such as MODIS), which will provide a timely warning of coming natural hazards and avoid potential damage.
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References
Arsovski M (1997) Tectonics of Macedonia. Faculty of Mining and Geology, Štip
Bergant K (2006) Climate change scenarios for Macedonia: review of methodology and results. University of Nova Gorica, Centre for Atmospheric Research, Nova Gorica, pp 1–50
Berz G, Kron W, Loster T, Rauch E, Schimtschek J, Schmieder J, Siebert A, Smolka A, Wirtz A (2001) World map of natural hazards: a global view of the distribution and intensity of significant exposures. Nat Hazards 23:443–465, Kluwer Academic Publishers
Blinkov I, Kostadinov S (2010) Applicability of various erosion risk assessment methods for engineering purposes, BALWOIS conference, Ohrid, pp 1–14
Blinkov I, Mincev I (2010) Multi-hazard mapping as a tool for effective risk management. In: Zlatic M (ed) Global change: challenges for soil management, vol 41, Advances in geoecology. Catena Verlag, Reiskirchen, pp 98–107
Dragićević S, Filipović D, Kostadinov S, Ristić R, Novković I, Zivković N, Andjelković G, Abolmasov B, Secerov V, Djurdjić S (2011) Natural hazard assessment for land-use planning in Serbia. Int J Environ Res 5(2):371–380
Durham K (2003) Treating the risks in Cairns. Nat Hazards 30(2):251–261
Erten E, Kurgun V, Musao N (2004) Forest fire risk zone mapping from satellite imagery and GIS: a case study. In: XXth congress of the International Society for Photogrammetry and Remote Sensing, Istanbul, pp 222–230
Gavrilović S (1972) Engineering of torrents and erosion. J Const (Special issue), Belgrade, Yugoslavia, pp 293
Globevnik L, Holjevic D, Petkovsek G, Rubinic J (2003) Applicability of the Gavrilović method in erosion calculation using spatial data manipulation. Erosion prediction in ungauged basins: integrating methods and techniques. In: Proceedings of symposium HS01 held during IUGG2003 at Sapporo, July 2003. IAHS publication no 279, pp 224–233
ISDR (2004) Living with risk: a global review of disaster reduction initiatives. United Nations Inter Agency Secretariat of the International Strategy for Disaster Reduction, Geneva
Ivanova E, Milevski I (2013) Landslide susceptibility mapping of the territory of municipalities Pehchevo and Simitli by means of GIS modeling. In: Proceedings from the conference space, ecology, safety SES-2013, Sofia, pp 434–443
Jovanovski M, Milevski I, Papić J, Peševski I, Markoski B (2013) Landslides in the Republic of Macedonia triggered by extreme events in 2010. In: Loczy D (ed) Geomorphological impacts of extreme weather: case studies from central and eastern Europe. Springer Geography, New York, pp 155–170
Karim S, Modallaldoust S, Lofti S (2009) Investigation of land use changes on soil erosion process using geographical information system. Int J Sci Technol 6(3):415–424
Kenderova R, Milevski I (2010) Geomorphological studies of erosion forms in Vlaina Mountain (in the Territory of Bulgaria and Macedonia). In: Proceedings from the conference of BAS: geography and regional development, Sofia, pp 473-480
Lazarevski A (1993) Climate of Macedonia. Kultura, Skopje
Lerner LA (2007) Assessing global exposure to natural hazards. Prog Future Trends Environ Hazards 7:10–19
Milevski I (2001) Modeling of soil erosion intensity with software tools, in the example of Kumanovo Basin. In: Proceedings of II congress of Macedonian Geographic Society, Ohrid, pp 49–57
Milevski I (2004) Soil erosion in the Zelevica watershed. Bull Phys Geogr (Skopje) 1:59–75
Milevski I (2008) Estimation of soil erosion risk in the upper part of Bregalnica watershed–Republic of Macedonia, based on digital elevation model and satellite imagery. In: Proceedings from the 5th international conference on geographic information systems, Fatih University, Istanbul, pp 351–358
Milevski I (2011) Factors, forms, assessment and human impact on excess erosion and deposition in Upper Bregalnica Watershed (Republic of Macedonia). In: Harnischmachter S, Loczy D (eds) Human impact on landscape. Zeitschrift für Geomorphologie, vol 55, Suplementary issue 1. Borntraeger, Stuttgart, pp 77-94
Milevski I, Ivanova E (2013) Erosion potential modeling of the territory of municipalities Pehchevo and Simitli using remote sensing data. In: Proceedings from the conference space, ecology, safety. SES-2013, Sofia, pp 444–450
Milevski I, Dragicevic S, Georgievska A (2013) GIS and RS-based modelling of potential natural hazard areas in Pehchevo municipality, Republic of Macedonia. J Geogr Inst “Jovan Cvijić” SASA 63(3):95–107
Milevski I, Markoski B, Jovanovski M, Svemir G (2010) Landslide risk mapping by remote sensing and GIS in Gevgelija-Valandovo basin. Geologica Balcanica, No39, Sofia, BAS, pp 255
Petras J, Holjevic D, Kunstek D (2007) Implementation of GIS-technology in Gavrilovi’s method for estimation soil erosion production and sediment transport. In: Proceedings of the international conference erosion and torrent control as a factor in sustainable river basin management, 25–28 Sept 2007, Belgrade, p 10
Süzen ML, Doyuran V (2004) A comparison of the GIS based landslide susceptibility assessment methods: multivariate versus bivariate. Environ Geol 45(5):665–679. doi:10.1007/s00254-003-0917-8
Tošić R, Dragićević S, Lovrić N (2012) Assessment of soil erosion and sediment yield changes using erosion potential model. Case study: Republic of Srpska (BiH). Carpathian J Earth Environ Sci 7(4):147–154
Tošić R, Dragićević S, Zorn M, Lovrić N (2014) Landslide susceptibility zonation: a case study from Banja Luka Municipality (Bosnia and Herzegovina). Acta geographica Slovenica 54(1):189–202. Ljubljana. doi:10.3986/AGS54307
Acknowledgments
This paper is the result of the project Joint Applicable Research for Natural Recourses Preservation and Environmental Protection in the Cross border Region within the Municipalities of Pehchevo and Simitli, co-financed by European Union through IPA Cross-border Programme CCI 2007CB16IPO007.
One of the authors (E.I.) is supported by the European Social Fund and Republic of Bulgaria, Grant: BG051PO001-3.3.06-0051
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Milevski, I., Ivanova, E. (2016). GIS- and RS-Based Modelling of Potential Natural Hazard Areas in Mountains. Case Study: Vlahina Mountain. In: Koulov, B., Zhelezov, G. (eds) Sustainable Mountain Regions: Challenges and Perspectives in Southeastern Europe. Springer, Cham. https://doi.org/10.1007/978-3-319-27905-3_14
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DOI: https://doi.org/10.1007/978-3-319-27905-3_14
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