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Distance Measures in Mineral Potential Mapping: Squared L2, Shannon and Combination Families | ||
Geopersia | ||
دوره 11، شماره 2 - شماره پیاپی 22287825، بهمن 2021، صفحه 245-261 اصل مقاله (4.02 M) | ||
نوع مقاله: Research Paper | ||
شناسه دیجیتال (DOI): 10.22059/geope.2020.306387.648564 | ||
نویسنده | ||
Maysam Abedi* | ||
School of Mining Engineering, Faculty of Engineering, University of Tehran, Iran | ||
چکیده | ||
As a complementary work to the first part of the non-Euclidean distance measures in the spatial data decision analysis for mineral potential mapping (MPM), three families of squared L2, Shannon and combination are examined in this research to evaluate the performance of fifteen distances in geospatial data integration. The TOPSIS method as a well-known outranking method in the multi-criteria decision making (MCDM) problem was utilized in the MPM, where its distance kernel was substituted by these new families to investigate the efficiency of different distances in final preparation of the synthesized indicator layers. For consistency with the previous work (i.e. distance measures in spatial data decision analysis), the North Narbaghi porphyry copper deposit in the Saveh, Iran, was revisited as a deposit-scale prospecting zone. The ultimate goal was to prioritize the favorable zones for borehole drilling. The geospatial datasets were derived from a multi-disciplinary survey comprising of geological, geochemical and geophysical criteria. It is indicated that some distances could partially promote the performance of the mineral potential maps in comparison to the traditional Euclidian-based TOPSIS outranking method in the studied case, which is of considerable importance that deserves more investigation in the future. | ||
کلیدواژهها | ||
Geospatial Data Integration؛ Distance Measures؛ TOPSIS Method؛ Mineral Potential Mapping؛ Porphyry Mineralization | ||
عنوان مقاله [English] | ||
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مراجع | ||
Abedi, M., 2020. Non-Euclidean distance measures in spatial data decision analysis: investigations for mineral potential mapping. Annals of Operations Research, https://doi.org/10.1007/s10479-020-03681-x.## Abedi, M., Mostafavi Kashani, S.B., Norouzi, G.H., Yousefi, M., 2017. A deposit scale mineral prospectivity analysis: A comparison of various knowledge-driven approaches for porphyry copper targeting in Seridune, Iran. Journal of African Earth Sciences, 128: 127-146.## Abedi, M., Mohammadi, R., Norouzi, G.H., Mir Mohammadi, M.S., 2016. A comprehensive VIKOR method for integration of various exploratory data in mineral potential mapping. Arab J Geosci., 9: 482, DOI 10.1007/s12517-016-2512-9.## Abedi, M., Norouzi, G.H., 2016. A general framework of TOPSIS method for integration of airborne geophysics, satellite imagery, geochemical and geological data. International Journal of Applied Earth Observation and Geoinformation, 46: 31-44.## Abedi, M., Norouzi, G.H., Fathianpour, N., 2015. Mineral potential mapping in Central Iran using fuzzy ordered weighted averaging method. Geophys. Prospect., 63: 461-477.## Abedi, M., Torabi, S.A., Norouzi, G.H., 2013. Application of fuzzy AHP method to integrate geophysical data in a prospect scale, a case study: Seridune copper deposit. Bollettino di Geofisica Teorica ed Applicata, 54: 145-164.## Aghazadeh, M., Hou, Z., Badrzadeh, Z., Zhou, L., 2015. Temporal-spatial distribution and tectonic setting of porphyry copper deposits in Iran: Constraints from zircon U-Pb and molybdenite Re-Os geochronology. Ore Geology Reviews, 70: 385-406.## Alavi, M., 2007. Structures of the Zagros fold thrust belt in Iran. Am. J. Sci., 307: 1064-1095.## Anandan, V., Uthra, G., 2017a. Extension of TOPSIS using L1 Family of Distance Measures. Advances in Fuzzy Mathematics, 12: 897-908.## Anandan, V., Uthra, G., 2017b. A Hybrid Approach Integrating AHP and Extended TOPSIS by Tanimoto and Jaccard Distance Measure. International Journal of Pure and Applied Mathematics, 117: 145-153.## Behzadian, M., Otaghsara, S.K., Yazdani, M., Ignatius, J., 2012. A state-of the-art survey of TOPSIS applications. Expert Systems with Applications, 39: 13051-13069.## Berberian, F., Berberian, M., 1981. Tectono-plutonic episodes in Iran: Zagros Hindu Kush Himalaya geodynamic evolution, edited by H. K. Gupta and F. M. Delany. Am. Geophys. Union, 3: 33-69.## Berberian, M., King, G.C., 1981. Towards a paleogeography and tectonic evolution of Iran. Canadian Journal of Earth Sciences, 18: 210-265.## Bora, D.J., Gupta, A.K., 2014. Effect of Different Distance Measures on the Performance of K-Means Algorithm: An Experimental Study in Matlab. International Journal of Computer Science and Information Technologies, 5: 2501-2506.## Carranza, E.J.M., 2017. Natural Resources Research Publications on Geochemical Anomaly and Mineral Potential Mapping, and Introduction to the Special Issue of Papers in These Fields. Natural Resources Research, 26: 379-410.## Cha, S.H., 2007. Comprehensive Survey on Distance/Similarity Measures between Probability Density Functions. International journal of mathematical models and methods in applied sciences, 1: 300-307.## Cha, S.H., Srihari, S.N., 2002. On measuring the distance between histograms. Pattern Recognition, 35: 1355-1370.## Chen, S.J., Hwang, C.L., 1992. Fuzzy Multiple Attribute Decision Making: Methods and Applications. Springer-Verlag, Berlin.## Dehghan Nayeri, R., 2018. Porphyry copper potential mapping in Narbaghi through TOPSIS multicriteria decision making method. MSc. Thesis in University of Tehran, Iran (published in Persian). Deza, E., Deza, M.M., 2006. Dictionary of Distances. ELSEVIER, 391 p.## Ghalamghash, J., 1998. Report and Geological Map of Saveh 1:100000. Geological Survey of Iran, Tehran, Iran (in Persian).## Ghorbani, M., 2013. The Economic Geology of Iran, Mineral Deposits and Natural Resources. Springer Dordrecht Heidelberg New York London, 569 p.## Ghorbani, M., 2004. Volcanology basics with a view on Iran volcanoes. Pars (arian zamin) geology research center, 356 p.## Ghorbani, M., 2002. Economic geology of Iran. Geological Survey of Iran Publication, 700 p.## Gupta, U.G., Clarke, R.E., 1996. Theory and applications of the Delphi technique: A bibliography (1975-1994). Technol. Forecasting Social Change, 53: 185-211.## Hwang, C.L., Yoon, K., 1981. Multiple Attribute Decision Making: Methods and Applications. Springer-Verlag, New York.## Irani, J., Pise, N., Phatak, M., 2016. Clustering Techniques and the Similarity Measures used in Clustering: A Survey. International Journal of Computer Applications, 134: 9-14.## Ishizaka, A., Nemery, P., 2013. Multi-Criteria Decision Analysis Methods and Software. John Wiley & Sons, Ltd, 296 p.## Kazemi, K., Kananian, A., Xiao, Y., Sarjoughian, F., 2018. Petrogenesis of Middle-Eocene granitoids and their Mafic microgranular enclaves in central Urmia-Dokhtar Magmatic Arc (Iran): Evidence for interaction between felsic and mafic magmas. Geoscience Frontiers (in press).## Kumar, V., Chhabra, J.K., Kumar, D., 2014. Performance Evaluation of Distance Metrics in the Clustering Algorithms. NFOCOMP, 13: 38-51.## Kullback, S., Leibler, R.A., 1951. On information and sufficiency. Ann. Math. Statist., 22: 79-86.## Kumar, P., Johnson, A., 2005. On a symmetric divergence measure and information inequalities. Journal of Inequalities in pure and applied Mathematics, 6: Art 6, 1-13.## Kocher, M., Savoy, J., 2017. Distance measures in author profiling. Information Processing and Management, 53: 1103-1119.## Kuo, T., 2017. A modified TOPSIS with a different ranking index. European Journal of Operational Research, 260: 152-160.## Linstone, H.A., Turoff, M., Helmer, O., 1975. The Delphi method: Techniques and applications, Addison-Wesley Publishing Company, Advanced Book Program, Boston, MA.## Nouri, F., Azizi, H., Stern, R.J., Asahara, Y., Khodaparast, S., Madanipour, S., Yamamoto, K., 2018. Zircon U-Pb dating, geochemistry and evolution of the Late Eocene Saveh magmatic complex, central Iran: Partial melts of sub-continental lithospheric mantle and magmatic differentiation. Lithos, 314-315: 274-292.## Opricovic, S., Tzeng, G.H., 2004. Compromise solution by MCDM methods: a comparative analysis of VIKOR and TOPSIS. Eur. J. Oper. Res., 156: 445-455.## Pandit, S., Gupta, S., 2011. A COMPARATIVE STUDY ON DISTANCE MEASURING APPROACHES FOR CLUSTERING. International Journal of Research in Computer Science, 2 (1): 29-31.## Pazand, K., Hezarkhani, A., 2015. Porphyry Cu potential area selection using the combine AHPTOPSIS methods: a case study in Siahrud area (NW, Iran). Earth Sci. Info., 8: 207-220.## Pazand, K., Hezarkhani, A., Ataei, M., 2012. Using TOPSIS approaches for predictive porphyry Cu potential mapping: a case study in Ahar-Arasbaran (NW-Iran). Comput. Geosci., 49: 62-71.## Ramazi, H.R., Jalali, M., 2015. Contribution of geophysical inversion theory and geostatistical simulation to determine geoelectrical anomalies. Stud. Geophys. Geod., 59: 97-112.## Rezaei, S., Lotfi, M., Afzal, P., Jafari, M.R., Meigoony, M.Sh., Khalajmasoumi, M., 2015. Investigation of copper and gold prospects using index overlay integration method and multifractal modeling in Saveh 1:100,000 sheet, Central Iran. Gospodarka Surowcami Mineralnymi - Mineral Resources Management, 31: 51-74.## Rezapour, M.J., Abedi, M., Bahroudi, A., Rahimi, H., 2020. A clustering approach for mineral potential mapping: A deposit-scale porphyry copper exploration targeting. Geopersia, 10 (1): 149-163.## Richards, J., Wilkinson, D., Ullrich, T., 2006. Geology of the Sari Gunay epithermal gold deposit, Northwest Iran. Econ. Geol., 101: 1455-1496.## Salarpour, A., Khotanlou, H., 2018. An Empirical Comparison of Distance Measures for Multivariate Time Series Clustering. IJE TRANSACTIONS B: Applications, 31 (2): 250-262.## Shahabpour, J., 2005. Tectonic evolution of the orogenic belt in the region located between Kerman and Neyriz. Journal of Asian Earth Sciences, 24: 405-417.## Shannon, C.E., 1948. A mathematical theory of communication. Bell System Tech. J., 27: 379-423, 623- 656.## Skulmoski, G.J., Hartman, F.T., Krahn, J., 2007. The Delphi method for graduate research. Journal of Information Technology Education, 6: 1-21.## Stöcklin, J., 1968. Structural history and tectonics of Iran: a review. Am. Assoc. Pet. Geol., Bull., 52: 1229-1258.## Taneja, I.J., 1995. New Developments in Generalized Information Measures, Chapter in: Advances in Imaging and Electron Physics, Ed. P.W. Hawkes, 91, 37-135.## Tavana, M., Hatami-Marbini, A., 2011. A group AHP-TOPSIS framework for human spaceflight mission planning at NASA. Expert Syst. Appl., 38: 13588-13603.## Tzeng, G.H., Huang, J.J., 2011. Multiple Attribute Decision Making Methods and applications. Taylor & Francis Group, LLC: 335 p.## Yousefi, M., Nykänen, V., 2017. Introduction to the special issue: GIS-based mineral potential targeting. Journal of African Earth Sciences, 128: 1-4.## Yousefi, M., Carranza, E.J.M., 2016. Data-driven index overlay and Boolean logic mineral prospectivity## | ||
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