Application of Fuzzy Gamma Operator to Generate Mineral Prospectivity Mapping for Cu-Mo Porphyry Deposits (Case Study: Kighal-Bourmolk Area, Northwestern Iran)

سال انتشار: 1401
نوع سند: مقاله ژورنالی
زبان: انگلیسی
مشاهده: 149

فایل این مقاله در 25 صفحه با فرمت PDF قابل دریافت می باشد

استخراج به نرم افزارهای پژوهشی:

لینک ثابت به این مقاله:

شناسه ملی سند علمی:

JR_JMAE-13-1_009

تاریخ نمایه سازی: 29 فروردین 1401

چکیده مقاله:

The main aim of mineral exploration is to discover the ore deposits. The mineral prospectivity mapping (MPM) methods by employing multi-criteria decision-making (MCDM) integrate the exploration layers. This research work combines the geological, alteration, and geochemical data in order to generate MPM in the Kighal-Bourmolk Cu-Mo porphyry deposit. The overlaying of rock units and fault layers was used to prepare the geological layer. The remote sensing and geological studies were employed in order to create an alteration layer. For generating the geo-chemistry layer, the stream sediment and lithogeochemical data were utilized. The lithogeochemistry layer was categorized into ۹ ones including Cu, Mo, Bi, Te, the alteration indices (e.g. potassic, phyllic, and propylitic), and the geochemical zonality indices (e.g. Vz۱ and Vz۲). In addition, the stream sediment layer was categorized into ۶ layers including Cu, Mo, Bi, Te, and the geochemical zonality indices (e.g. Vz۱ and Vz۲). By examination of the created layers, the consistency of the potential areas was verified by field surveys. Afterward, the weights were assigned to each layer considering the conceptual model of porphyry copper systems. Consequently, the layers were integrated by the fuzzy gamma operator technique, and the final MPM was generated. Regarding the generated MPM, ۰.۸۶% of the studied area shows a high potential porphyry mineralization, and these areas are proposed for the subsequent exploration drilling locations.

کلیدواژه ها:

Mineral Prospectivity Mapping (MPM) ، Cu-Mo-Au Porphyry ، Fuzzy Gamma operator ، Mineralization ، Kighal-Bourmolk

نویسندگان

M. Esmailzadeh

Department of Mining Engineering, Urmia University, Urmia, Iran

A. Imamalipour

Department of Mining Engineering, Urmia University, Urmia, Iran

F. Aliyari

Department of Mining Engineering, Urmia University of Technology, Urmia, Iran

مراجع و منابع این مقاله:

لیست زیر مراجع و منابع استفاده شده در این مقاله را نمایش می دهد. این مراجع به صورت کاملا ماشینی و بر اساس هوش مصنوعی استخراج شده اند و لذا ممکن است دارای اشکالاتی باشند که به مرور زمان دقت استخراج این محتوا افزایش می یابد. مراجعی که مقالات مربوط به آنها در سیویلیکا نمایه شده و پیدا شده اند، به خود مقاله لینک شده اند :
  • Abedi, M. and Norouzi, G.H. (۲۰۱۲). Integration of various geophysical ...
  • Barak, S., Abedi, M., and Bahroudi, A. (۲۰۲۰). A knowledge-guided ...
  • Bonham-Carter, G.F. (۲۰۱۴). Geographic information systems for geo-scientists: modeling with ...
  • Carranza, E.J.M. (۲۰۰۸). Geo-chemical anomaly and mineral prospectivity mapping in ...
  • Zadeh, L. A. (۱۹۶۵). Information and control. Fuzzy sets. ۸ ...
  • Barak, S., Bahroudi, A., and Jozanikohan, G. (۲۰۱۸). Exploration of ...
  • Khalifani, F., Bahroudi, A., Barak, S., and Abedi, M. (۲۰۱۹). ...
  • An, P. (۱۹۹۱). Application of fuzzy set theory to integrated ...
  • Bonham-Carter, G.F. (۱۹۹۴). Geographic information systems for geoscientist-modeling with GIS. ...
  • Knox-Robinson, C. M. (۲۰۰۰). Vectorial fuzzy logic: a novel technique ...
  • Barak, S., Imamalipour, A., Abedi, M., Bahroudi, A., and Khalifani, ...
  • Porwal, A., Das, R. D., Chaudhary, B., Gonzalez-Alvarez, I., & ...
  • Barak S., Bahroudi A., and Jozanikohan G. (۲۰۱۸b): The use ...
  • Pan, G. and Porterfield, B. (۱۹۹۵). Large-scale mineral potential estimation ...
  • Porwal, A., Carranza, E.J.M., and Hale, M. (۲۰۰۳). Artificial neural ...
  • Porwal, A., Carranza, E.J.M., and Hale, M. (۲۰۰۴). A hybrid ...
  • Bonham-Carter, G.F. and Chung, C.F. (۱۹۸۳). Integration of mineral resource ...
  • Bonham‐Carter, G.F., Agterberg, F. P., and Wright, D.F. (۱۹۸۹). Integration ...
  • Carranza, E. J. M. and Hale, M. (۲۰۰۲). Where are ...
  • Agterberg, F. P. and Bonham-Carter, G.F. (۱۹۹۹, October). Logistic regression ...
  • Ghaeminejad, H., Abedi, M., Afzal, P., Zaynali, F., and Yousefi, ...
  • Panahi, S., Khakzad, A., and Afzal, P. (۲۰۲۱). Analytical hierarchical ...
  • Shahbazi, S., Ghaderi, M., and Afzal, P. (۲۰۲۱). Prognosis of ...
  • Jackson, R. G. (۲۰۱۰). Application of ۳D geochemistry to mineral ...
  • Imamalipour, A. and Mousavi, R. (۲۰۱۸). Vertical geochemical zonation in ...
  • Aliyari, F., Yousefi, T., Abedini, A., and Calagari, A.A. (۲۰۲۱). ...
  • Solovov, A.P. (۱۹۸۷). General prospecting for mineral deposits. Mir, Moscow ...
  • Wang, C., Carranza, E. J. M., Zhang, S., Zhang, J., ...
  • Aliyari, F., Afzal, P., Lotfi, M., Shokri, S., and Feizi, ...
  • Bazin, D. and Hubner, H., (۱۹۶۹). Copper deposits in Iran, ...
  • NICIC; National Iranian Copper Industries Co. (۱۹۸۹). Investigating copper deposits ...
  • Karimi, M. (۱۹۸۹). Summary of Studies on Copper Deposits in ...
  • Stöcklin, J. (۱۹۶۸). Structural history and tectonics of Iran: a ...
  • Nabavi, M. (۱۹۷۶). An introduction to the geology of Iran, ...
  • Hassanpour, S., Alirezaei, S., Selby, D., and Sergeev, S. (۲۰۱۴). ...
  • Jamali, H. and Mehrabi, B. (۲۰۱۵). Relationships between arc maturity ...
  • Moritz, R., Johannes, M., Maria, O., Dave, S., Massimo, Ch., ...
  • Ghorbani, M. (۲۰۱۳). The Economic Geology of Iran: Mineral Deposits ...
  • KCE; Kavoshgaran Consulting Engineers, (۲۰۰۶). The report of geological and ...
  • Sillitoe, R. (۲۰۱۰). Porphyry Copper Systems, Society of Economic Geologists, ...
  • Abrams, M. J., Brown, D., Lepley, L., and Sadowski, R. ...
  • Ghulam, A., Amer, R., and Kusky, T.M. (۲۰۱۰). Mineral exploration ...
  • Alavi Panah, K. (۲۰۰۳). Application of Remote Sensing in Earth ...
  • Munyati, C. (۲۰۰۴). Use of principal component analysis (PCA) of ...
  • Cheng, Q., Agterberg, F. P., and Ballantyne, S.B. (۱۹۹۴). The ...
  • Large, R.R., Gemmell, J.B, and Paulick, H. (۲۰۰۱). The alteration ...
  • Ziaii, M., Carranza, E.J.M., and Ziaei., M. (۲۰۱۱). Application of ...
  • Nykänen, V. and Salmirinne, H. (۲۰۰۷). Prospectivity analysis of gold ...
  • Lee, S. (۲۰۰۷). Application and verification of fuzzy algebraic operators ...
  • نمایش کامل مراجع