Abstract
The content of this article is a paper about a complex mathematical model of terrain passability which respects geographical and meteorological conditions in terrain and about its adaptation for calculation in the environment of geo-information systems (GIS). The model of terrain passability is based on measurable factors that characterize the natural environment, which is possible to calculate from the data saved in GIS databases. When calculating parameters for a complex model, it is necessary to consider data quality which influences the level of vagueness of the resulting calculations. To express this level of vagueness, a method of fuzzy functions was chosen and then it was applied when calculating the individual deceleration coefficients given by the natural factors. The method of cost map was chosen for the final evaluation of possibilities of vehicles movement. The complete procedure was debugged in the environment of ArcGIS 10.
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References
Ahmad, B., Kharal, K.: Fuzzy sets, fuzzy S-open and S-closed mappings. Adv. Fuzzy Syst., 2009, 5 (2009)
Cavallo, B., D’Apuzzo, L., Squillante, M.: Pairwise comparison matrices over abelian linearly ordered groups: a consistency measure and weights for the alternatives. In: Ventre, A.G., Maturo, A., Mayerová-Hošková, Š., Kacprzyk, J. (eds.) Multicriteria and Multiagent Decision Making with Applications to Economics and Social Sciences (Studies in Fuzziness and Soft Computing ed.), pp. 49–64. Springer Verlag, Berlin (2013)
Cristea, I., Hoskova, S.: Fuzzy pseudotopological hypergroupoids. Iran. J. Fuzzy Syst. 6(4), 11–19 (2010)
D’Amico, P., Di Martino, F., Sessa, S.: A GIS as a decision support system for planning sustainable mobility in a case study. In: Ventre, A.G., Maturo, A., Mayerová-Hošková, Š., Kacprzyk, J. (eds.) Multicriteria and Multiagent Decision Making with Applications to Economics and Social Sciences (Studies in Fuzziness and Soft Computing ed.), pp. 115–128. Springer Verlag, Berlin (2013)
Di Martino, F., Sessa, S.: Spatial analysis and fuzzy relation equations. Adv. Fuzzy Syst. 2011, 14 (2011)
ESRI. (2013). User documentation. Copyright 1995–2013 Esri
Grassi, R., Stefani, S., Torriero, A.: Centrality in organizational networks. Int. J. Intell. Syst. 25(3), 253–265 (2010)
Hošková-Mayerová, Š.: Topological hypergroupoids. Comput. Math. Appl. 64(9), 2845–2849 (2012)
Hošková-Mayerová, Š., Talhofer, V., Hofmann, A.: Decision-making process with respect to the reliability of geo-database. In: Ventre, A.G., Maturo, A., Hošková-Mayerová, Š., Kacprzyk, J. (eds.) Multicriteria and Multiagent decision Making with Applications to Economics and Social Sciences (Studies in Fuzziness and Soft Computing ed.), pp. 179–195. Springer-Verlag, Berlin (2013)
Kainz, W.: Fuzzy Logic and GIS. University of Vienna, Vienna (2007)
Kubíček, P., Šašinka, Č.: Thematic uncertainty visualization usability—comparison of basic methods. Ann. GIS 17(4), 253–263 (2011)
Mason, G.L., Gates, B.Q., Moore, V.D.: Determining forces required to override obstacles for ground vehicles. J. Terramech. 49(3–4), 191–196 (2012)
MoD-GeoS. Catalogue of the Topographic Objects DMU25 (7.3 ed.). Ministry of Defence of the Czech Republic, Dobruska (Geographic Service) (2010)
Rybansky, M.: Cross-Country Movement, The Impact and Evaluation of Geographic Factors, 1st edn. Akademické nakladatelství CERM, s.r.o. Brno, Brno (2009)
Rybanský, M., Vala, M.: Analysis of relief impact on transport during crisis situations. Moravian Geogr. Rep. 17(3), 19–26 (2009)
Rybansky, M., Vala, M.: Relief impact on transport. In: ICMT’09: International Conference on Military Technologies, pp. 55–559. University of Defence, Brno (2010)
Shoop, S., Knuth, M., Wieder, W.: Measuring vehicle impacts on snow roads. J. Terramech. 50(1), 63–71 (2013)
Sunila, R., Hottanainen, P.: Fuzzy model for soil polygons for mapping the imprecision. In: Proceedings of the StartGIS 2003, p. 8. Portschach, Vienna (2004)
Svatonova, H., Rybansky, M.: Visualization of landscape changes and threatening environmental processes using a digital landscape model. IOP Conf. Ser. Earth. Environ. Sci. 18, 12–18 (2014)
Talhofer, V., Hoskova-Mayerova, S., Hofmann, A.: Improvement of digital geographic data quality. Int. J. Prod. Res. 50(17), 4846–4859 (2012)
Zadeh, I.: Fuzy sets. Inf. Control 8, 338–353 (1965)
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The work presented in this paper was supported within the project for Development of Military geography and meteorology and for Support for Mathematical and Physical Research supported by the Ministry of Defence of the Czech Republic.
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Hofmann, A., Hošková-Mayerová, Š., Talhofer, V. et al. Creation of models for calculation of coefficients of terrain passability. Qual Quant 49, 1679–1691 (2015). https://doi.org/10.1007/s11135-014-0072-1
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DOI: https://doi.org/10.1007/s11135-014-0072-1