Progress and challenges of big data research on petrology and geochemistry

Bolge, 2009, Correlating geochemistry, tectonics, and volcanic volume along the central American volcanic front, Geochem. Geophys. Geosyst., 10, 10.1029/2009GC002704 Capedri, 1980, The geochemistry and petrogenesis of an ophiolitic sequence from pindos, Greece, Contrib. Mineral. Petrol., 74, 189, 10.1007/BF01132004 Chen, 2017, Data mining of ocean island basalt and ocean plateau basalt: Geochemical characteristics and comparison with MORB, Acta. Geol. Sin., 91, 2443 Di, 2018, Comparison of global N-MORB and E-MORB classification schemes, Acta Geol Sin, 34, 264 Di, 2017, The evaluation of basalt tectonic discrimination diagrams: Constraints on the Research of global basalt data. Bulletin of Mineralogy, Petrol. Geochem., 36, 891 Du, 2017, Data mining of the global Intra-continental basalt, Bull. Mineral. Petrol. Geochem., 36, 905 Galoyan, 2007, Evidence for superposed MORB, oceanic plateau and volcanic arc series in the Lesser Caucasus (Stepanavan, Armenia), Compt. Rendus Geosci., 339, 482, 10.1016/j.crte.2007.06.002 Glassley, 1974, Geochemistry and tectonics of the crescent volcanic rocks, olympic peninsula, Washington, Geol. Soc. Am. Bull., 85, 785, 10.1130/0016-7606(1974)85<785:GATOTC>2.0.CO;2 Guo, 2014, Scentific big data and digital Earth (in Chinese), Chin. Sci. Bull., 59, 1047, 10.1360/972013-1054 Harris, 1986, Geochemical characteristics of collision-zone magmatism, Geol. Soc. Lond. Spec. Publ., 19, 67, 10.1144/GSL.SP.1986.019.01.04 Harrison, 1996, Diachronous initiation of transtension along the Ailao Shan-Red River shear zone, Yunnan and Vietnam, World Reg. Geol., 1, 208 Hernando, 2014, Constraints on the origin and evolution of magmas in the Payún Matrú volcanic field, Quaternary Andean back-arc of western Argentina, J. Petrol., 55, 209, 10.1093/petrology/egt066 Huang, 2016, New challenges to philosophy of science from big data, J. Xinjiang Normal Univ. (Philosophy and Social Sciences), 37, 133 Jiang, 2016, Big data: the new revolution of scientific methodology, Stud. Dialectics. Nat., 1, 109 Li, 2017, Preliminary results of data mining of global continental rift basalt. Bulletin of Mineralogy, Petrol. Geochem., 36, 912 Liu, 1998, Initiation and evolution of the Asian monsoon system timely coupled with the ice-sheet growth and the tectonic movements in Asia (in Chinese), Quat. Sci., 3, 194 Liu, 2017, Applicability of large ion lithophile and high field strength element basalt discrimination diagrams, Int. J. Digit. Earth Liu, 2017, A discussion on the tectonic setting of global Cenozoic andesite, Chin. J. Geol., 52 Ma, 2017, A giant Eurasian plateau of Miocene: avidence of adakites, Bull. Mineral. Petrol. Geochem., 36, 920 Meschede, 1986, A method of discriminating between different types of mid-ocean ridge basalts and continental tholeiites with the Nb-Zr-Y diagram, Chem. Geol., 56, 207, 10.1016/0009-2541(86)90004-5 Molnar, 2009, Slowing of India's convergence with Eurasia since 20 Ma and its implications for Tibetan mantle dynamics, Tectonics, 28, 10.1029/2008TC002271 Mullen, 1983, MnO/TiO2/P2O5 : a minor element discriminant for basaltic rocks of oceanic environments and its implications for petrogenesis, Earth Planet Sci. Lett., 62, 53, 10.1016/0012-821X(83)90070-5 Pan, 2017, Relation between Mesozoic magmatism and plate subduction in eastern China: Comparison among Zhejiang-Fujian, Japan arc and Andes arc, Acta. Geol. Sin., 33, 1507 Pearce, 1973, Tectonic setting of basic volcanic rocks determined using trace element analyses, Earth Planet Sci. Lett., 19, 290, 10.1016/0012-821X(73)90129-5 Pearce, 1979, Petrogenetic implications of Ti, Zr, Y, and Nb variations in volcanic rocks, Contrib. Mineral. Petrol., 69, 33, 10.1007/BF00375192 Pearce, 1984, Trace element discrimination diagrams for the tectonic interpretation of granitic rocks, J. Petrol., 25, 956, 10.1093/petrology/25.4.956 Pearce, 1984, Characteristics and tectonic significance of supra-subduction zone ophiolites, Geol. Soc. Lond. Spec. Publ., 16, 77, 10.1144/GSL.SP.1984.016.01.06 Pearce, 1995, Tectonic implications of the composition of volcanic arc magmas, Annu. Rev. Earth Planet Sci., 23, 251, 10.1146/annurev.ea.23.050195.001343 Pearce, 1975, Basalt geochemistry used to investigate past tectonic environments on Cyprus, Tectonophysics, 25, 41, 10.1016/0040-1951(75)90010-4 Pearce, 1976, Statistical analysis of major element patterns in basalts, J. Petrol., 17, 15, 10.1093/petrology/17.1.15 Pearce, 1982, Trace element characteristics of lavas from destructive plate boundaries, Andesites, 528 Pearce, 1983, Role of the subcontinental lithosphere in magma genesis at active continental margins, J. Electrochem. Soc., 147, 230 Pearce, 2003, Supra-subduction zone ophiolites: the search for modern analogues, Spec. Pap. Geol. Soc. Am., 269 Schnhberger, 2013, 1 Shervais, 1982, Ti-V plots and the petrogenesis of modern and ophiolitic lavas, Earth Planet Sci. Lett., 59, 101, 10.1016/0012-821X(82)90120-0 Tapponnier, 1986, On the mechanics of the collision between India and Asia, Geol. Soc. Lond. Spec. Publ., 19, 113, 10.1144/GSL.SP.1986.019.01.07 Vermeesch, 2006, Tectonic discrimination of basalts with classification trees, Geochem. Cosmochim. Acta, 70, 1839, 10.1016/j.gca.2005.12.016 Vermeesch, 2013, Tectonic discrimination diagrams revisited, G-cubed, 7, 466 Erchie, 2013, Evolution of the Tibetan Plateau: As constrained by major tectonic-thermo events and a discussion on their origin, Chin. J. Geol., 48, 334 Wang, 2016, Causality in big data and its philosophical connotations, Soc. Sci. China, 5, 22 Wang, 2017 Wang, 2016, Intra-continental basalt data mining: the diversity of their constituents and the performance in basalt discrimination diagrams, Acta Petrol. Sin., 32, 1919 Walker, 1995, Abrupt change in magma generation processes across the central American arc in southeastern Guatemala: Flux-dominated melting near the base of the wedge to decompression melting near the top of the wedge, Contrib. Mineral. Petrol., 120, 378, 10.1007/BF00306515 Watt, 2013, Evidence of mid- to Iate-Holocene explosive rhyolitic eruptions from Chaitén Volcano, Chile, Andean Geol., 40, 216 Wilson, 1963, A possible origin of the Hawaiian Islands, Can. J. Phys., 41, 863, 10.1139/p63-094 Wood, 1979, A re-appraisal of the use of trace elements to classify and discriminate between magma series erupted in different tectonic settings, Earth Planet Sci. Lett., 45, 326, 10.1016/0012-821X(79)90133-X Wood, 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 Planet Sci. Lett., 50, 11, 10.1016/0012-821X(80)90116-8 Workman, 2005, Major and trace element composition of the depleted MORB mantle (DMM), Earth Planet Sci. Lett., 231, 53, 10.1016/j.epsl.2004.12.005 Yang, 2016, Global IAB data excavation: the perfor-mance in basalt discrimination diagrams and preliminary interpretation, Geol. Bull. China, 35, 1937 Yang, 2016, Back-arc basin basalt( BABB) data mining: comparison with MORB and IAB, Adv. Earth Sci., 31, 66 Zhang, 2017, Big data will lead to a profound revolution in the field of geological science, Chin. J. Geol., 52, 637 Zhang, 2008, 1 Zhou, 2018, Advances and prospects of big data and mathematical geoscience, Acta Petrol. Sin., 34, 256 Zhou, 2017, Research progress on big data and intelligent modelling of mineral deposits, Bull. China Soc. Mineral Petrol. Geochem., 36, 334