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The Survey and the Comparison of Maximum Likelihood, Mahalanobis Distance and Minimum Distance Methods in Preparing Landuse Map in the Western Part of Isfahan Province

Authors: Ali Gholami, M.Esfadiari, M.H.Masihabadi


In this research three methods of Maximum Likelihood, Mahalanobis Distance and Minimum Distance were analyzed in the Western part of Isfahan province in the Iran country. For this purpose, the IRS satellite images and various land preparation uses in region including rangelands, irrigation farming, dry farming, gardens and urban areas were separated and identified. In these methods, matrix error and Kappa index were calculated and accuracy of each method, based on percentages: 53.13, 56.64 and 48.44, were obtained respectively. Considering the low accuracy of these methods to separate land uses due to spread of the land uses, it-s suggested the visual interpretation of the map, to preparing the land use map in this region. The map prepared by visual interpretation is in high accuracy if it will be accompany with the visit of the region.

Keywords: Aghche Region, land use map, MaximumLikelihood, Mahalanobis Distance and Minimum Distance.

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[1] Barati, S., S. SoltaniKopaye, S.J. Khajedini and B. Raygani.1388. "The review land use changes in Ghaleshahrokh sub basin by use of remote sensing technique (period 1354-1381) ". Journal of Agricultural Sciences and Natural Resources, No. 47, pp. 349-365. (In Persian) Motorola Semiconductor Data Manual, Motorola Semiconductor Products Inc., Phoenix, AZ, 1989.
[2] Carlson, T.N. 2000. "The impact of landuse-landcover changes due to urbanization on surface microclimate and hydrology: a satellite perspective". Global and Planetary Change, Vol-25, PP. 49-65J. Jones. (1991, May 10). Networks (2nd ed.) (Online). Available:
[3] Howard, J.A.1997.Remote Sensing of Forest Resource: Theory and Application, Chapman & Hall, London. R. J. Vidmar. (1992, August). On the use of atmospheric plasmas as electromagnetic reflectors. IEEE Trans. Plasma Sci. (Online). 21(3). pp. 876-880. Available:
[4] Khalighi, SH.1383. "The review amount of land use change effect in characteristics of surface water hydrologic (Case Study: Barandooz watershed, west Azerbaijan province) ", Ph.D. thesis , the college of Natural Resources, Tehran University..(In Persian)
[5] Oncalves, L., M.P. Leonardo, P. Gbriel, C. M. Elisabete and E.M. Eduardo.2007.Estudoda variability de indices de vegetation atraves de imagens do ETM/LANDSAT7.Anais Simposio de Senorimento Remoto, Florianopolis, Brasil , pp.5995-6002.
[6] Srivastava, S.K. and R.D. Gupta.2003. Monitoring of change in Land use / Land cover using multi-sensor satellite data. Map India conference. India.