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Editorial

Big data: new methods and ideas in geological scientific research

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References

  • Capedri, S., Venturelli, G., Bocchi, G., Dostal, J., Garuti, G., & Rossi, A. (1980). The geochemistry and petrogenesis of an ophiolitic sequence from Pindos, Greece. Contributions to Mineralogy and Petrology, 74(2), 189–200.
  • Galoyan, G., Rolland, Y., Sosson, M., Corsini, M., & Melkonyan, R. (2007). Evidence for superposed MORB, oceanic plateau and volcanic arc series in the Lesser Caucasus (Stepanavan, Armenia). Comptes Rendus Geoscience, 339(7), 482–492.
  • Glassley, W. (1974). Geochemistry and tectonics of the crescent volcanic rocks, Olympic Peninsula, Washington. Geological Society of America Bulletin, 85(5), 785–794.
  • Harris, N. B. W., Pearce, J. A., & Tindle, A. G. (1986). Geochemical characteristics of collision zone magmatism. Geological Society, London, Special Publications, 19(1), 67–81.
  • Jiao, S. T., Zhang, Q., Zhou, Y. Z., Chen, W. F., Liu, X. Y., & Gopalakrishnan, G. (2018). Progress and challenges of big data research on petrology and geochemistry. Solid Earth Sciences, 3, 105–114.
  • Liu, X. L., Zhang, Q., Li, W. C., Yang, F. C., Zhao, Y., Li, Z., … Jiao, S. T. (2018). Applicability of large-ion lithophile and high field strength element basalt discrimination diagrams. International Journal of Digital Earth, 11(7), 752–760.
  • Liu, X. Y., Zhang, Q., & Zhang, C. L. (2017). A discussion on the tectonic setting of global Cenozoic andesite. Chinese Journal of Geology, 52(3), 649–667.
  • Luo, J. M., Zhang, Q., Song, B. T., Wang, X. W., Yang, Z. M., Zhao, Y. Q., & Liu, S. Y. (2017). Application of integrated geophysical and geochemical data processing to metallogenic target zone quantitative prediction and optimization. Bulletin of Mineralogy, Petrology and Geochemistry, 36(6), 886–891.
  • Luo, Y., Yuan, F. L., Jin, W. J., Liu, X. L., Zhang, C. Z., Liu, X. Y., … Yu, H. J. (2018). The comparison of global picirte and Archean komatiite: Implications from the whole data model. Chinese Journal of Geology, 53(4), 1267–1284.
  • Meschede, M. (1986). A method of discriminating between different types of mid-ocean ridge basalts and continental tholeiites with the Nb, Zr, Y diagram. Chemical Geology, 56(3–4), 207–218.
  • Mullen, E. D. (1983). MnO-TiO2-P2O5: A minor element discriminant for basaltic rocks of oceanic environments and its implications for petrogenesis. Earth and Planetary Science Letters, 62(1), 53–62.
  • Pearce, J. A. (1975). Basalt geochemistry used to investigate past tectonic environments on Cyprus. Tectonophysics, 25(1–2), 41–67.
  • Pearce, J. A. (1976). Statistical analysis of major element patterns in basalts. Journal of Petrology, 17(1), 15–43.
  • Pearce, J. A. (1982). Trace element characteristics of lavas from destructive plate boundaries. Andesites, 525–548.
  • Pearce, J. A. (1983). Role of the subcontinental lithosphere in magma genesis at active continental margins. Journal of the Electrochemical Society, 147(6), 2162–2173.
  • Pearce, J. A. (2003). Supra-subduction zone ophiolites: The search for modern analogues. Special Papers-Geological Society of America, 373, 269–294.
  • Pearce, J. A., & Cann, J. R. (1973). Tectonic setting of basic volcanic rocks determined using trace element analyses. Earth and Planetary Science Letters, 19(2), 290–300.
  • Pearce, J. A., & Gale, G. H. (1977). Identification of ore-deposition environment from trace-element geochemistry of associated igneous host rocks. Geological Society London Special Publications, 7(1), 14–24.
  • Pearce, J. A., Lippard, S. J., & Roberts, S. (1984a). Characteristics and tectonic significance of super-suduction zone ophilites. Geological Society London Special Publications, 16(1), 77–94.
  • Pearce, J. A., Harris, N. B. W., & Tindle, A. G. (1984b). Trace element discrimination diagrams for the tectonic interpretation of granitic rocks. Journal of Petrology, 25(4), 956–983.
  • Pearce, J. A., & Norry, M. J. (1979). Petrogenetic implications of Ti, Zr, Y, and Nb variations in volcanic rocks. Contributions to Mineralogy & Petrology, 69(1), 33–47.
  • Pearce, J. A., & Peate, D. W. (1995). Tectonic implications of the composition of volcanic ARC magmas. Annual Review of Earth and Planetary Sciences, 23, 251–285.
  • Vermeesch, P. (2006). Tectonic discrimination of basalts with classification trees. Geochimica Et Cosmochimica Acta, 70(7), 1839–1848.
  • Vermeesch, P. (2013). Statistical significance does not equal geological significance: Reply to comments on “Lies, damned lies, and statistics (in Geology)”. Eos Transactions American Geophysical Union, 92(8), 66.
  • Wang, J. R., Chen, W. F., Zhang, Q., Jiao, S. T., Yang, J., Pan, Z. J., & Wang, S. (2017). Preliminary research on data mining of NMORB and E-MORB: Discussion on method of the basalt discrimination diagrams and the character of MORB’s mantle source. Acta Petrologica Sinica, 33(3), 993–1005.
  • Wood, D. A. (1980). The application of a Th-Hf-Ta diagram to problems of tectonomagmatic classification and to establishing the nature of crustal contamination of basaltic lavas of the British Tertiary Volcanic Province. Earth and Planetary Science Letters, 50(1), 11–30.
  • Wood, D. A., Joron, J. L., & Treuil, M. (1979). A re-appraisal of the use of trace elements to classify and discriminate between magma series erupted in different tectonic settings. Earth and Planetary Science Letters, 45(2), 326–336.
  • Workman, R. K., & Hart, S. R. (2005). Major and trace element composition of the depleted MORB mantle (DMM). Earth and Planetary Science Letters, 231(1–2), 53–72.
  • Zhai, M. G., Yang, S. F., Chen, N. H., & Chen, H. L. (2018). Big data epoch: Challenges and opportunities for geology. Bulletin of Chinese Academy of Sciences, 33(8), 825–831.
  • Zhang, C. Z., Zhang, Q., Jin, W. J., Liu, X. L., Liu, X. Y., Jian, R. T., … Yu, H. J. (2018). Can Archean TTG compare with Adakite? Global data gives results. Chinese Journal of Geology, 53(4), 1254–1266.
  • Zhang, Q., Jiao, S. T., Li, C. D., & Chen, W. F. (2017). Granite and continental tectonics, magma thermal field and metallgenesis. Acta Petrologica Sinica, 33(5), 1524–1540.
  • Zhang, Q., Jiao, S. T., & Lu, X. X. (2018). Discussion on causality and correlation in geological research. Acta Petrologica Sinica, 34(2), 275–280.
  • Zhou, Y. Z., Chen, S., Zhang, Q., Xiao, F., Wang, S. G., Liu, Y. P., & Jiao, S. T. (2018). Advances and prospects of big data and mathematical geoscience. Acta Petrologica Sinica, 34(2), 255–263.