메뉴 건너뛰기




Volumn 33, Issue 3-4, 2008, Pages 536-558

Selection of coherent deposit-type locations and their application in data-driven mineral prospectivity mapping

Author keywords

Alkalic porphyry Cu Au; British Columbia (Canada); Cumulative frequency distributions; Evidential belief functions; Geochemistry; Geophysics; GIS; Logistic regression; Structural controls

Indexed keywords

CUMULATIVE FREQUENCY DISTRIBUTIONS; EVIDENTIAL BELIEF FUNCTIONS; LOGISTIC REGRESSION;

EID: 43549121664     PISSN: 01691368     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.oregeorev.2007.07.001     Document Type: Article
Times cited : (173)

References (63)
  • 1
    • 0028401306 scopus 로고
    • Case-based reasoning: Fundamental issues, methodological variations and system approaches
    • Aamodt, A., Plaza, E., 1994. Case-based reasoning: fundamental issues, methodological variations and system approaches. AI Communications 7 (1), 39-59.
    • (1994) AI Communications , vol.7 , Issue.1 , pp. 39-59
    • Aamodt, A.1    Plaza, E.2
  • 4
    • 0026000709 scopus 로고
    • Statistical pattern integration for mineral exploration
    • Gaál, G., Merriam, D.F. (Eds.), Pergamon Press, Oxford
    • Agterberg, F.P., Bonham-Carter, G.F., Wright, D.F., 1990. Statistical pattern integration for mineral exploration. In: Gaál, G., Merriam, D.F. (Eds.), Computer Applications in Resource Estimation. Pergamon Press, Oxford, pp. 1-21.
    • (1990) Computer Applications in Resource Estimation , pp. 1-21
    • Agterberg, F.P.1    Bonham-Carter, G.F.2    Wright, D.F.3
  • 5
    • 0004093524 scopus 로고    scopus 로고
    • Sage Publications, Thousand Oaks, California
    • Allison, P.D., 2002. Missing Data. Sage Publications, Thousand Oaks, California. (104 pp.).
    • (2002) Missing Data
    • Allison, P.D.1
  • 6
    • 0028562251 scopus 로고
    • An object-oriented knowledge representation structure for exploration data integration
    • An, P., Moon, W.M., Bonham-Carter, G.F., 1994a. An object-oriented knowledge representation structure for exploration data integration. Nonrenewable Resources 3 (2), 132-145.
    • (1994) Nonrenewable Resources , vol.3 , Issue.2 , pp. 132-145
    • An, P.1    Moon, W.M.2    Bonham-Carter, G.F.3
  • 7
    • 0028585526 scopus 로고
    • Uncertainty management in integration of exploration data using the belief functions
    • An, P., Moon, W.M., Bonham-Carter, G.F., 1994b. Uncertainty management in integration of exploration data using the belief functions. Nonrenewable Resources 3 (1), 60-71.
    • (1994) Nonrenewable Resources , vol.3 , Issue.1 , pp. 60-71
    • An, P.1    Moon, W.M.2    Bonham-Carter, G.F.3
  • 8
    • 1342268696 scopus 로고    scopus 로고
    • The alkaline porphyry associated Yaoán gold deposit, Yunnan, China: Rare earth element and stable isotope evidence foe magmatic hydrothermal ore formation
    • Bi, X., Hu, R., Cornell, D.H., 2004. The alkaline porphyry associated Yaoán gold deposit, Yunnan, China: rare earth element and stable isotope evidence foe magmatic hydrothermal ore formation. Mineralium Deposita 39 (1), 21-30.
    • (2004) Mineralium Deposita , vol.39 , Issue.1 , pp. 21-30
    • Bi, X.1    Hu, R.2    Cornell, D.H.3
  • 9
    • 0027431613 scopus 로고
    • Cratons, mobile belts, alkaline rocks and continental lithospheric mantle; The Pan-African testimony
    • Black, R., Liegeois, J.P., 1993. Cratons, mobile belts, alkaline rocks and continental lithospheric mantle; the Pan-African testimony. Journal of the Geological Society 150 (1), 89-98.
    • (1993) Journal of the Geological Society , vol.150 , Issue.1 , pp. 89-98
    • Black, R.1    Liegeois, J.P.2
  • 14
    • 0002783074 scopus 로고
    • Logistic regression for two-stage case-control data
    • Breslow, N.E., Cain, K.C., 1988. Logistic regression for two-stage case-control data. Biometrika 75 (1), 11-20.
    • (1988) Biometrika , vol.75 , Issue.1 , pp. 11-20
    • Breslow, N.E.1    Cain, K.C.2
  • 15
    • 0041352219 scopus 로고    scopus 로고
    • Logistic regression for geologically constrained mapping of gold potential, Baguio district, Philippines
    • Carranza, E.J.M., Hale, M., 2001. Logistic regression for geologically constrained mapping of gold potential, Baguio district, Philippines. Exploration and Mining Geology 10 (3), 165-175.
    • (2001) Exploration and Mining Geology , vol.10 , Issue.3 , pp. 165-175
    • Carranza, E.J.M.1    Hale, M.2
  • 16
    • 0742295179 scopus 로고    scopus 로고
    • Where are porphyry copper deposits spatially localized? A case study in Benguet province, Philippines
    • Carranza, E.J.M., Hale, M., 2002. Where are porphyry copper deposits spatially localized? A case study in Benguet province, Philippines. Natural Resources Research 11 (2), 45-59.
    • (2002) Natural Resources Research , vol.11 , Issue.2 , pp. 45-59
    • Carranza, E.J.M.1    Hale, M.2
  • 17
    • 0036429562 scopus 로고    scopus 로고
    • Evidential belief functions for datadriven geologically-constrained predictive mapping of gold potential, Baguio district, Philippines
    • Carranza, E.J.M., Hale, M., 2003. Evidential belief functions for datadriven geologically-constrained predictive mapping of gold potential, Baguio district, Philippines. OreGeology Reviews 22 (1-2), 117-132.
    • (2003) OreGeology Reviews , vol.22 , Issue.1-2 , pp. 117-132
    • Carranza, E.J.M.1    Hale, M.2
  • 18
    • 20944435107 scopus 로고    scopus 로고
    • Application of data-driven evidential belief functions to prospectivity mapping for aquamarine-bearing pegmatites, Lundazi district, Zambia
    • Carranza, E.J.M., Woldai, T., Chikambwe, E.M., 2005. Application of data-driven evidential belief functions to prospectivity mapping for aquamarine-bearing pegmatites, Lundazi district, Zambia. Natural Resources Research 14 (1), 47-63.
    • (2005) Natural Resources Research , vol.14 , Issue.1 , pp. 47-63
    • Carranza, E.J.M.1    Woldai, T.2    Chikambwe, E.M.3
  • 20
    • 0000136308 scopus 로고
    • Regression models for estimating mineral resources from geological map data
    • Chung, C.F., Agterberg, F.P., 1980. Regression models for estimating mineral resources from geological map data. Mathematical Geology 12 (5), 472-488.
    • (1980) Mathematical Geology , vol.12 , Issue.5 , pp. 472-488
    • Chung, C.F.1    Agterberg, F.P.2
  • 25
    • 0000516376 scopus 로고
    • Upper and lower probabilities induced by a multivalued mapping
    • Dempster, A.P., 1967. Upper and lower probabilities induced by a multivalued mapping. Annals ofMathematical Statistics 38, 325-339.
    • (1967) Annals of Mathematical Statistics , vol.38 , pp. 325-339
    • Dempster, A.P.1
  • 28
    • 0042611421 scopus 로고    scopus 로고
    • Application of the porphyry copper/polymetallic vein kin deposit system to mineral-resource assessment in the Mátra Mountain, northern Hungary
    • Fabbri, A.G., Gaál, G., McCammon, R.B. (Eds.), Kluwer Academic Publishers, Dordrecht
    • Drew, L.J., Berger, B.R., 2002. Application of the porphyry copper/polymetallic vein kin deposit system to mineral-resource assessment in the Mátra Mountain, northern Hungary. In: Fabbri, A.G., Gaál, G., McCammon, R.B. (Eds.), Deposit and Geoenvironmental Models for Resource Exploitation and Environmental Security. Kluwer Academic Publishers, Dordrecht, pp. 171-186.
    • (2002) Deposit and Geoenvironmental Models for Resource Exploitation and Environmental Security , pp. 171-186
    • Drew, L.J.1    Berger, B.R.2
  • 29
    • 0000864937 scopus 로고
    • Morphogeological belts, tectonic assemblages, and terranes, Part A
    • Gabrielse, H., Yorath, C.J. (Eds.). Geological Survey of Canada, Ottawa
    • Gabrielse, H., Monger, J.W.H., Wheeler, J.O., Yorath, C.J., 1991. Morphogeological belts, tectonic assemblages, and terranes, Part A. In: Gabrielse, H., Yorath, C.J. (Eds.), Geology of the Cordilleran Orogen in Canada, Geology of Canada, vol. 4. Geological Survey of Canada, Ottawa, pp. 15-28.
    • (1991) Geology of the Cordilleran Orogen in Canada, Geology of Canada , vol.4 , pp. 15-28
    • Gabrielse, H.1    Monger, J.W.H.2    Wheeler, J.O.3    Yorath, C.J.4
  • 30
    • 34548055805 scopus 로고    scopus 로고
    • Geological Survey of Canada, Earth Sciences Sector, Natural Resources Canada, Government of Canada
    • Geoscience Data Repository, 2006a. Canadian Aeromagnetic Data Base. Geological Survey of Canada, Earth Sciences Sector, Natural Resources Canada, Government of Canada. http://gdr.nrcan.gc.ca/index-e.php.
    • (2006) Canadian Aeromagnetic Data Base
  • 31
    • 84874192274 scopus 로고    scopus 로고
    • Geological Survey of Canada, Earth Sciences Sector, Natural Resources Canada, Government of Canada
    • Geoscience Data Repository, 2006b. Canadian Geodetic Information System. Geological Survey of Canada, Earth Sciences Sector, Natural Resources Canada, Government of Canada. http://gdr.nrcan.gc.ca/index-e.php.
    • (2006) Canadian Geodetic Information System
  • 32
    • 0022268917 scopus 로고
    • Aeromagnetics, geology, and ore environments
    • Grant, F.S., 1985. Aeromagnetics, geology, and ore environments. Geoexploration 23 (3), 303-362.
    • (1985) Geoexploration , vol.23 , Issue.3 , pp. 303-362
    • Grant, F.S.1
  • 35
    • 4544259831 scopus 로고    scopus 로고
    • Logistic regression in rare events data
    • King, G., Zeng, L., 2001. Logistic regression in rare events data. Political Analysis 9 (2), 137-163.
    • (2001) Political Analysis , vol.9 , Issue.2 , pp. 137-163
    • King, G.1    Zeng, L.2
  • 36
    • 3242759825 scopus 로고    scopus 로고
    • Lithospheric structure of the Yukon, Northern Canadian Cordillera, obtained from magnetotelluric data
    • doi:10.1029/2003JB002516
    • Ledo, J., Jones, A.G., Ferguson, I.J., Wolynec, L., 2004. Lithospheric structure of the Yukon, Northern Canadian Cordillera, obtained from magnetotelluric data. Journal of Geophysical Research 109 (B04410). doi:10.1029/2003JB002516 (15 pp.).
    • (2004) Journal of Geophysical Research , vol.109 , Issue.B04410
    • Ledo, J.1    Jones, A.G.2    Ferguson, I.J.3    Wolynec, L.4
  • 38
    • 84897130963 scopus 로고
    • Overviewof the tectonic evolution and setting of mineral deposits in the Canadian Cordillera
    • McMillan,W.J.,Hoy, T., MacIntyre, D.G., Nelson, J.L., Nixon, G.T., Hammack, J.L., Panteleyev, A., Ray, G.E., Webster, I.C.L. (Eds.). B.C. Ministry of Energy,Mines and Petroleum Resources Paper 1991-4
    • McMillan,W.J., 1991a. Overviewof the tectonic evolution and setting of mineral deposits in the Canadian Cordillera. In:McMillan,W.J.,Hoy, T., MacIntyre, D.G., Nelson, J.L., Nixon, G.T., Hammack, J.L., Panteleyev, A., Ray, G.E., Webster, I.C.L. (Eds.), Ore Deposits, Tectonics andMetallogeny in the Canadian Cordillera. B.C. Ministry of Energy,Mines and Petroleum Resources Paper 1991-4, pp. 5-24.
    • (1991) Ore Deposits, Tectonics AndMetallogeny in the Canadian Cordillera , pp. 5-24
    • McMillan, W.J.1
  • 39
    • 2142860093 scopus 로고
    • Porphyry deposits in the Canadian Cordillera
    • McMillan, W.J., Hoy, T., MacIntyre, D.G., Nelson, J.L., Nixon, G.T., Hammack, J.L., Panteleyev, A., Ray, G.E., Webster, I.C.L. (Eds.). B.C. Ministry of Energy, Mines and Petroleum Resources Paper 1991-4
    • McMillan, W.J., 1991b. Porphyry deposits in the Canadian Cordillera. In: McMillan, W.J., Hoy, T., MacIntyre, D.G., Nelson, J.L., Nixon, G.T., Hammack, J.L., Panteleyev, A., Ray, G.E., Webster, I.C.L. (Eds.), Ore Deposits, Tectonics and Metallogeny in the Canadian Cordillera. B.C. Ministry of Energy, Mines and Petroleum Resources Paper 1991-4, pp. 253-276.
    • (1991) Ore Deposits, Tectonics and Metallogeny in the Canadian Cordillera , pp. 253-276
    • McMillan, W.J.1
  • 40
    • 43549123091 scopus 로고
    • Porphyry copper deposits
    • Roberts, R.G., Sheahan, P.A. (Eds.)
    • McMillan, W.J., Panteleyev, A., 1988. Porphyry copper deposits. In: Roberts, R.G., Sheahan, P.A. (Eds.), Geoscience Canada Reprint Series, vol. 3, pp. 52-63.
    • (1988) Geoscience Canada Reprint Series , vol.3 , pp. 52-63
    • McMillan, W.J.1    Panteleyev, A.2
  • 42
    • 3242755414 scopus 로고    scopus 로고
    • The Canadian Cordillera: Geology and tectonic evolution
    • February
    • Monger, J.W.H., Price, R., 2002. The Canadian Cordillera: geology and tectonic evolution. CSEG Recorder 27, 17-36 (February).
    • (2002) CSEG Recorder , vol.27 , pp. 17-36
    • Monger, J.W.H.1    Price, R.2
  • 43
    • 0027900206 scopus 로고
    • Precious-metal deposits related to alkaline igneous rocks - Provisional classification, grade-tonnage data and exploration frontiers
    • Kirkham, R.V., Sinclair, W.D., Thorpe, R.I., Duke, J.M. (Eds.)
    • Mutschler, F.E., Mooney, T.C., 1993. Precious-metal deposits related to alkaline igneous rocks - provisional classification, grade-tonnage data and exploration frontiers. In: Kirkham, R.V., Sinclair, W.D., Thorpe, R.I., Duke, J.M. (Eds.), Mineral Deposit Modeling: Geological Association of Canada, Special Paper, vol. 40, pp. 479-520.
    • (1993) Mineral Deposit Modeling: Geological Association of Canada, Special Paper , vol.40 , pp. 479-520
    • Mutschler, F.E.1    Mooney, T.C.2
  • 47
    • 23944502615 scopus 로고    scopus 로고
    • Artificial neural networks for mineral-potential mapping: A case study from Aravalli Province, Western India
    • Porwal, A., Carranza, E.J.M., Hale, M., 2003. Artificial neural networks for mineral-potential mapping: a case study from Aravalli Province, Western India. Natural Resources Research 12 (3), 155-171.
    • (2003) Natural Resources Research , vol.12 , Issue.3 , pp. 155-171
    • Porwal, A.1    Carranza, E.J.M.2    Hale, M.3
  • 48
    • 0343414082 scopus 로고
    • Gravity studies of the Fen Complex, Norway, and their petrological significance
    • Ramberg, I.B., 1973. Gravity studies of the Fen Complex, Norway, and their petrological significance. Contributions to Mineralogy and Petrology 38 (2), 115-134.
    • (1973) Contributions to Mineralogy and Petrology , vol.38 , Issue.2 , pp. 115-134
    • Ramberg, I.B.1
  • 49
    • 0007895094 scopus 로고
    • Application of GIS-based logistic models to base-metal potential mapping in Snow Lake area, Manitoba
    • 18-22 March 1991, Ottawa, Canada
    • Reddy, R.K.T., Agterberg, F.P., Bonham-Carter, G.F., 1991. Application of GIS-based logistic models to base-metal potential mapping in Snow Lake area, Manitoba. Proceedings of the Canadian Conference on GIS, 18-22 March 1991, Ottawa, Canada, pp. 607-618.
    • (1991) Proceedings of the Canadian Conference on GIS , pp. 607-618
    • Reddy, R.K.T.1    Agterberg, F.P.2    Bonham-Carter, G.F.3
  • 54
    • 84969504996 scopus 로고    scopus 로고
    • A framework for case-based fuzzy multicriteria decision support for tropical cyclone forecasting
    • IEEE Computer Society, Washington, D.C. (January)
    • San Pedro, J., Burstein, F., 2003. A framework for case-based fuzzy multicriteria decision support for tropical cyclone forecasting. Proceedings of the 36th Hawaii International Conference on System Sciences, vol. 6-9. IEEE Computer Society, Washington, D.C. (January,8p).
    • (2003) Proceedings of the 36th Hawaii International Conference on System Sciences , vol.6-9 , pp. 8
    • San Pedro, J.1    Burstein, F.2
  • 55
    • 0000342717 scopus 로고
    • Logistic analysis in case-control studies under validation sampling
    • Schill, W., Jockel, K.-H., Drescher, K., Timm, J., 1993. Logistic analysis in case-control studies under validation sampling. Biometrika 80 (2), 339-352.
    • (1993) Biometrika , vol.80 , Issue.2 , pp. 339-352
    • Schill, W.1    Jockel, K.-H.2    Drescher, K.3    Timm, J.4
  • 57
    • 0027900245 scopus 로고
    • Gold-rich porphyry copper deposits: Geological model and exploration implications
    • Kirkham, R.V., Sinclair, W.D., Thorpe, R.I., Duke, J.M. (Eds.)
    • Sillitoe, R.H., 1995. Gold-rich porphyry copper deposits: geological model and exploration implications. In: Kirkham, R.V., Sinclair, W.D., Thorpe, R.I., Duke, J.M. (Eds.), Mineral Deposit Modeling, Geological Association of Canada, Special Paper, vol. 40, pp. 465-478.
    • (1995) Mineral Deposit Modeling, Geological Association of Canada, Special Paper , vol.40 , pp. 465-478
    • Sillitoe, R.H.1
  • 58
    • 0009512639 scopus 로고
    • Geological characteristics and evolution of a gold-rich porphyry copper deposit at Guinaoang, Luzon, Philippines
    • Institution of Mining and Metallurgy, London
    • Sillitoe, R.H., C.A. Jr., Angeles, 1985. Geological characteristics and evolution of a gold-rich porphyry copper deposit at Guinaoang, Luzon, Philippines. Asian Mining '85, Institution of Mining and Metallurgy, London, pp. 15-26.
    • (1985) Asian Mining '85 , pp. 15-26
    • Sillitoe, R.H.1    Angeles Jr., C.A.2
  • 59
    • 0000523292 scopus 로고    scopus 로고
    • Application of a feedforward neural network in the search for Kuruko deposits in the Hokuroku district, Japan
    • Singer, D.A., Kouda, R., 1996. Application of a feedforward neural network in the search for Kuruko deposits in the Hokuroku district, Japan. Mathematical Geology 28 (8), 1017-1023.
    • (1996) Mathematical Geology , vol.28 , Issue.8 , pp. 1017-1023
    • Singer, D.A.1    Kouda, R.2
  • 60
    • 0001393761 scopus 로고    scopus 로고
    • A comparison of the weights-of evidence method and probabilistic neural networks
    • Singer, D.A., Kouda, R., 1999. A comparison of the weights-of evidence method and probabilistic neural networks. Natural Resources Research 8 (4), 287-298.
    • (1999) Natural Resources Research , vol.8 , Issue.4 , pp. 287-298
    • Singer, D.A.1    Kouda, R.2
  • 61
    • 34249663324 scopus 로고    scopus 로고
    • Assessment of mineral potential using cross-validation techniques and statistical analysis: A case study from the Paleoproterozoic of West Greenland
    • Stensgaard, B.M., Chung, C.J., Rasmussen, T.M., Stendal, H., 2006. Assessment of mineral potential using cross-validation techniques and statistical analysis: a case study from the Paleoproterozoic of West Greenland. Economic Geology 101 (7), 1297-1413.
    • (2006) Economic Geology , vol.101 , Issue.7 , pp. 1297-1413
    • Stensgaard, B.M.1    Chung, C.J.2    Rasmussen, T.M.3    Stendal, H.4
  • 63
    • 0000587796 scopus 로고
    • Belief function representation of statistical evidence
    • Walley, P., 1987. Belief function representation of statistical evidence. Annals of Statistics 15 (4), 1439-1465.
    • (1987) Annals of Statistics , vol.15 , Issue.4 , pp. 1439-1465
    • Walley, P.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.