메뉴 건너뛰기




Volumn 19, Issue 1, 2010, Pages 105-119

Mineral classification from quantitative X-ray maps using neural network: Application to volcanic rocks

Author keywords

Electron probe microanalyzer (EPMA); Mineral distribution map; Self organizing map (SOM); Volcanic rocks; X ray intensity maps

Indexed keywords

ARTIFICIAL NEURAL NETWORK; BASALT; ELECTRON PROBE ANALYSIS; FUZZY MATHEMATICS; MAPPING METHOD; MINERAL EXPLORATION; TEXTURE; UNSUPERVISED CLASSIFICATION;

EID: 77950229790     PISSN: 10384871     EISSN: 14401738     Source Type: Journal    
DOI: 10.1111/j.1440-1738.2009.00682.x     Document Type: Article
Times cited : (16)

References (24)
  • 2
    • 0027884183 scopus 로고
    • Geophysical observations of the northern Juan de Fuca Ridge system: Lessons in sea-floor spreading
    • Davis E E, Currie R G. Geophysical observations of the northern Juan de Fuca Ridge system: Lessons in sea-floor spreading. Canadian Journal of Earth Sciences 1993, 30:278-300.
    • (1993) Canadian Journal of Earth Sciences , vol.30 , pp. 278-300
    • Davis, E.E.1    Currie, R.G.2
  • 3
    • 0008923220 scopus 로고    scopus 로고
    • The development of automated diffraction in scanning and transmission electron microscopy
    • Schwartz A J, Kumar M, Adams B L. eds., Springer, New York
    • Dingley D J. The development of automated diffraction in scanning and transmission electron microscopy. Electron Backscatter Diffraction in Materials Science 2000, 1-18. Schwartz A JKumar MAdams B L. eds., pp., Springer, New York
    • (2000) Electron Backscatter Diffraction in Materials Science , pp. 1-18
    • Dingley, D.J.1
  • 4
    • 71849086275 scopus 로고    scopus 로고
    • Site U1301
    • Expedition 301 Scientists, Fisher A T, Urabe T, Klaus A. eds., Integrated Ocean Drilling Program Management International, Inc, College Station, TX, doi:10.2204/iodp.proc.301.106.2005
    • Expedition 301 Scientists. Site U1301. Site U1301 2005, 1-181. Fisher A TUrabe TKlaus A. eds., pp., Integrated Ocean Drilling Program Management International, Inc, College Station, TX, doi:10.2204/iodp.proc.301.106.2005
    • (2005) Site U1301 , pp. 1-181
  • 5
    • 85080705002 scopus 로고    scopus 로고
    • Integrated Ocean Drilling Program, U.S. Implementing Organization Expedition 301, Scientific Prospectus. The hydrogeologic architecture of basaltic oceanic crust: Compartmentalization, anisotropy, microbiology, and crustal-scale properties on the eastern flank of Juan de Fuca Ridge
    • Fisher A T, Urabe T, Klaus A, The Expedition 301 Scientists. Integrated Ocean Drilling Program, U.S. Implementing Organization Expedition 301, Scientific Prospectus. The hydrogeologic architecture of basaltic oceanic crust: Compartmentalization, anisotropy, microbiology, and crustal-scale properties on the eastern flank of Juan de Fuca Ridge. 2005
    • (2005)
    • Fisher, A.T.1    Urabe, T.2    Klaus, A.3    The Expedition 301 Scientists4
  • 7
    • 0004184570 scopus 로고    scopus 로고
    • 3rd, edn., Springer-Verlag, Berlin, Heidelberg, New York
    • Kohonen T. Self-organization Maps 2001, 3rd, edn., Springer-Verlag, Berlin, Heidelberg, New York
    • (2001) Self-organization Maps
    • Kohonen, T.1
  • 9
    • 15844376670 scopus 로고    scopus 로고
    • Lamina-scale analysis of sedimentary components in Cretaceous black shales by chemical compositional mapping: Implications for paleoenvironmental changes during the Oceanic Anoxic Events
    • Kuroda J, Ohkouchi N, Ishii T, Tokuyama H, Taira A. Lamina-scale analysis of sedimentary components in Cretaceous black shales by chemical compositional mapping: Implications for paleoenvironmental changes during the Oceanic Anoxic Events. Geochimica et Cosmochimica Acta 2005, 69:1479-94.
    • (2005) Geochimica et Cosmochimica Acta , vol.69 , pp. 1479-1494
    • Kuroda, J.1    Ohkouchi, N.2    Ishii, T.3    Tokuyama, H.4    Taira, A.5
  • 10
    • 0028683022 scopus 로고
    • Mineral reorganization in digital images of rocks: A new approach using multichannel classification
    • Launeau P, Cruden A R, Bouchez J-L. Mineral reorganization in digital images of rocks: A new approach using multichannel classification. Canadian Mineralogist 1994, 32:919-33.
    • (1994) Canadian Mineralogist , vol.32 , pp. 919-933
    • Launeau, P.1    Cruden, A.R.2    Bouchez, J.-L.3
  • 11
    • 37148999375 scopus 로고    scopus 로고
    • Evaluation of image classification routines for determining model mineralogy of rocks from X-ray maps
    • Maloy A K, Treiman A H. Evaluation of image classification routines for determining model mineralogy of rocks from X-ray maps. American Mineralogist 2007, 92:1781-8.
    • (2007) American Mineralogist , vol.92 , pp. 1781-1788
    • Maloy, A.K.1    Treiman, A.H.2
  • 13
    • 0033567591 scopus 로고    scopus 로고
    • Application of scanning X-ray analytical microscope to the petrographic characterization of a ductile shear zone: An alternative method to image microstructures
    • Michibayashi K, Togami S, Takano M, Kumazawa M, Kageyama T. Application of scanning X-ray analytical microscope to the petrographic characterization of a ductile shear zone: An alternative method to image microstructures. Tectonophysics 1999, 310:55-67.
    • (1999) Tectonophysics , vol.310 , pp. 55-67
    • Michibayashi, K.1    Togami, S.2    Takano, M.3    Kumazawa, M.4    Kageyama, T.5
  • 14
    • 77950193886 scopus 로고    scopus 로고
    • Image analysis of elemental X-ray maps of layered gabbro obtained by the scanning X-ray analytical microscope
    • Michibayashi K, Togami S, Adachi Y, Uchiyama H. Image analysis of elemental X-ray maps of layered gabbro obtained by the scanning X-ray analytical microscope. Geoscience Reports of Shizuoka University 2002, 29:103-12.
    • (2002) Geoscience Reports of Shizuoka University , vol.29 , pp. 103-112
    • Michibayashi, K.1    Togami, S.2    Adachi, Y.3    Uchiyama, H.4
  • 15
    • 47949103251 scopus 로고    scopus 로고
    • Mineral distribution within polymineralic veins in the Sanbagawa belt, Japan: Implications for mass transfer during vein formation
    • Okamoto A, Kikuchi T, Tsuchiya N. Mineral distribution within polymineralic veins in the Sanbagawa belt, Japan: Implications for mass transfer during vein formation. Contributions to Mineralogy and Petrology 2008, 156:323-36.
    • (2008) Contributions to Mineralogy and Petrology , vol.156 , pp. 323-336
    • Okamoto, A.1    Kikuchi, T.2    Tsuchiya, N.3
  • 16
    • 1342331162 scopus 로고    scopus 로고
    • Thermal history of the Horoman peridotites complex: A record of thermal perturbation in the lithospheric mantle
    • Ozawa K. Thermal history of the Horoman peridotites complex: A record of thermal perturbation in the lithospheric mantle. Journal of Petrology 2004, 45:253-73.
    • (2004) Journal of Petrology , vol.45 , pp. 253-273
    • Ozawa, K.1
  • 18
    • 0001099559 scopus 로고
    • Electron probe microanalysis
    • Potts P J, Bowers J F W, Reed S J B, Cave M R. eds., Chapman and Hall, London
    • Reed S J B. Electron probe microanalysis. Microprobe Technique in the Earth Sciences 1995, 49-140. Potts P JBowers J F WReed S J BCave M R. eds., pp., Chapman and Hall, London
    • (1995) Microprobe Technique in the Earth Sciences , pp. 49-140
    • Reed, S.J.B.1
  • 19
    • 0000602396 scopus 로고
    • Useful new technique for mineralogy: The backscattered-electron/low vacuum mode of SEM operation
    • Robinson B W, Nickel E H. Useful new technique for mineralogy: The backscattered-electron/low vacuum mode of SEM operation. American Mineralogist 1979, 64:1322-8.
    • (1979) American Mineralogist , vol.64 , pp. 1322-1328
    • Robinson, B.W.1    Nickel, E.H.2
  • 22
    • 0034484118 scopus 로고    scopus 로고
    • An algorithm for the transformation of the transformation of TRF images into mineral-distribution maps
    • Togami S, Takano M, Kumazawa M, Michibayashi K. An algorithm for the transformation of the transformation of TRF images into mineral-distribution maps. Canadian Mineralogist 2000, 38:1283-94.
    • (2000) Canadian Mineralogist , vol.38 , pp. 1283-1294
    • Togami, S.1    Takano, M.2    Kumazawa, M.3    Michibayashi, K.4
  • 23
    • 52649176724 scopus 로고    scopus 로고
    • Velocity-porosity relationships of oceanic basalt from eastern flank of the Juan de Fuca ridge: The effect of crack closure on seismic velocity
    • Tsuji T, Iturrino G J. Velocity-porosity relationships of oceanic basalt from eastern flank of the Juan de Fuca ridge: The effect of crack closure on seismic velocity. Exploration Geophysics 2008, 39:41-51.
    • (2008) Exploration Geophysics , vol.39 , pp. 41-51
    • Tsuji, T.1    Iturrino, G.J.2
  • 24
    • 26044467144 scopus 로고    scopus 로고
    • Initiation of plate boundary slip in the Nankai Trough off the Muroto peninsula, southwest Japan
    • doi:10.1029/2004GL021861
    • Tsuji T, Matsuoka T, Yamada Y. Initiation of plate boundary slip in the Nankai Trough off the Muroto peninsula, southwest Japan. Geophysical Research Letters 2005, 32:L12306. doi:10.1029/2004GL021861
    • (2005) Geophysical Research Letters , vol.32
    • Tsuji, T.1    Matsuoka, T.2    Yamada, Y.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.