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Identification of REE mineralization-related geochemical anomalies using fractal/multifractal methods in the Nanling belt, South China

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Abstract

Singularity analysis in the multifractal context adds new tools to conventional approaches in dealing with geochemical data, which can be applied to characterize how the statistical behavior varies as measuring scale changes. Hybrid frequency distribution patterns can be detected by singularity analysis because of the regularity of enrichment and dispersion of geochemical elements in the Earth’s crust. In the present study, a case study of anomaly identification of REE mineralization-related La and Y concentration values from 1,617 stream sediment samples in the Nanling belt, South China, has been used to demonstrate the application of two-fractal/multifractal methods, singularity analysis and concentration–area (C-A) fractal method. First, singularity analysis was used to identify weak anomalies hidden within geochemical background for the prediction of the present of REE mineralization. And then, the C-A fractal method was applied to determine threshold values of singularity indices for separating anomalies from background. The results indicate that nonlinear models and methods related to fractal/multifractal (singularity analysis and C-A method) can provide powerful tools for the quantification of geochemical anomaly characteristics, and hybrid frequency distribution patterns can be identified by combining singularity analysis and C-A method due to different distribution patterns of background and anomaly of geochemical data.

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References

  • Acworth RI (1987) The development of crystalline basement aquifers in a tropical environment. Q J Eng Geol 20:265–272

    Article  Google Scholar 

  • Agterberg FP (2012) Multifractals and geostatistics. J Geochem Explor 122:113–122

    Article  Google Scholar 

  • Arias M, Gumiel P, Sanderson DJ, Martin-Izard A (2011) A multifractal simulation model for the distribution of VMS deposits in the Spanish segment of the Iberian Pyrite Belt. Comput Geosci 37:1917–1927

    Article  Google Scholar 

  • Bai J, Porwal A, Craig Hart C, Ford A, Yu L (2010) Mapping geochemical singularity using multifractal analysis: Application to anomaly definition on stream sediments data from Funin Sheet, Yunnan, China. J Geochem Explor 104:1–11

    Article  Google Scholar 

  • Bao Z, Zhao Z (2008) Geochemistry of mineralization with exchangeable REY in the weathering crusts of granitic rocks in South China. Ore Geol Rev 33:519–535

    Article  Google Scholar 

  • Bouch JE, Hole MJ, Trewin NH, Morton AC (1995) Low-temperature aqueous mobility of the rare-earth elements during sandstone diagenesis. Geol Soc Lond J 152:895–898

    Article  Google Scholar 

  • Chen PR, Kong XG, Wang YX, Ni QS, Zhang BT, Ling HF (1999) Pb-Sr isotopic dating and significance of Early Yanshanian bimodal volcanic-intrusive complex from south Jiangxi Province. Geol J China Univ 5:378–383 (in Chinese with English abstract)

    Google Scholar 

  • Chen Z, Cheng Q, Chen J, Xie S (2007) A novel iterative approach for mapping local singularities from geochemical data. Nonlinear Process Geophys 14:317–324

    Article  Google Scholar 

  • Cheng Q, Agterberg FP, Balliantyne BS (1994) The separation of geochemical anomalies from background by fractal method. J Geochem Explor 43(2):91–109

    Article  Google Scholar 

  • Cheng Q, Agterberg FP, Bonham-Carter GF (1996) A spatial analysis method for geochemical anomaly separation. J Geochem Explor 56:183–195

  • Cheng Q (1997) Multifractal modeling and lacunarity analysis. Math Geol 29:919–932

    Article  Google Scholar 

  • Cheng Q (1999) Spatial and scaling modeling for geochemical anomaly separation. J Geochem Explor 63(3):175–194

    Article  Google Scholar 

  • Cheng Q (2000a) Multifractal theory and geochemical element distribution pattern. Earth Sci J China Univ Geosci 25:311–318 (in Chinese with English abstract)

    Google Scholar 

  • Cheng Q (2000b) GeoDAS Phase I: User’s Guide & Exercise Manual. Unpublished notes, York University, pp 298

  • Cheng Q (2007a) Mapping singularities with stream sediment geochemical data for prediction of undiscovered mineral deposits in Gejiu, Yunnan Province, China. Ore Geol Rev 32:314–324

    Article  Google Scholar 

  • Cheng Q (2007b) Multifractal imaging filtering and decomposition methods in space, Fourier frequency, and Eigen domains. Nonlinear Process Geophys 14:293–303

    Article  Google Scholar 

  • Cheng Q (2008a) Modeling local scaling properties for multiscale mapping. Vadose Zone J 7(2):525–532

    Article  Google Scholar 

  • Cheng Q (2008b) Non-linear theory and power-law models for information integration and mineral resources quantitative assessments. Math Geosci 40:503–532

    Article  Google Scholar 

  • Cheng Q (2012) Singularity theory and methods for mapping geochemical anomalies caused by buried sources and for predicting undiscovered mineral deposits in covered areas. J Geochem Explor 122:55–70

    Article  Google Scholar 

  • Cheng Q, Agterberg FP (2009) Singularity analysis of ore-mineral and toxic trace elements in stream sediments. Comput Geosci 35:234–244

    Article  Google Scholar 

  • Cheng Q, Zhao P (2011) Singularity theories and methods for characterizing mineralization processes and mapping geo-anomalies for mineral deposit prediction. Geosci Front 2(1):67–79

    Article  Google Scholar 

  • Deng J, Wang Q, Wan L, Liu H, Yang L, Zhang J (2011) A multifractal analysis of mineralization characteristics of the Dayingezhuang disseminated-veinlet gold deposit in the Jiaodong gold province of China. Ore Geol Rev 40:54–64

    Article  Google Scholar 

  • Galan E, Fernandez-Caliani JC, Miras A, Aparicio P, Marquez MG (2007) Residence and fractionation of rare earth elements during kaolinization of alkaline peraluminous granites in NW Spain. Clay Miner 42:341–352

    Article  Google Scholar 

  • Gumiel P, Sanderson DJ, Arias M, Roberts S, Martín-Izard A (2010) Analysis of the fractal clustering of ore deposits in the Spanish Iberian Pyrite Belt. Ore Geol Rev 38:307–318

    Article  Google Scholar 

  • Hu R, Zhou M (2012) Multiple Mesozoic mineralization events in South China—an introduction to the thematic issue. Miner Depos 47:579–588

    Article  Google Scholar 

  • Hua R, Chen P, Zhang W, Yao J, Lin J, Zhang Z, Gu S (2005) Metallogeneses and their geodynamic settings related to Mesozoic granitoids in the Nanling range. Geol J China Univ 11(3):291–304 (in Chinese with English abstract)

    Google Scholar 

  • Humphris SE (1984) The mobility of the rare earth elements in the crust. In: Henderson P (ed) Rare Earth Element Geochemistry. Elsevier, Amsterdam, pp 317–340

    Chapter  Google Scholar 

  • Li B (2011) Synchronization theory and tungsten-polymetallic mineralization distribution in the Qianlishan-Qitianling area, Southern Hunan. J Earth Sci 22(6):726–736

    Article  Google Scholar 

  • Li C, Ma T, Shi J (2003) Application of a fractal method relating concentrations and distances for separation of geochemical anomalies from background. J Geochem Explor 77:167–175

    Article  Google Scholar 

  • Li X, Chun S, Zhou H, Lo C, Liu Y, Chen C (2004) Jurassic intraplate magmatism in southern Hunan-eastern Guangxi 40Ar/39Ar dating of geochemistry, Sr-Nd isotopes and implication for the tectonic evolution of SE China. Geo Soc London Spec Publ 226:193–215

  • Liu Y, Cheng Q, Xia Q, Wang X (2013a) Application of singularity analysis for mineral potential identification using geochemical data: a case study: Nanling W–Sn–Mo polymetallic metallogenic belt, South China. J Geochem Explor 134:61–72

    Article  Google Scholar 

  • Liu Y, Xia Q, Cheng Q, Wang X (2013b) Application of singularity theory and logistic regression model for tungsten polymetallic potential mapping. Nonlinear Process Geophys 20:445–453

    Article  Google Scholar 

  • Liu Y, Cheng Q, Xia Q, Wang X (2014) Multivariate analysis of stream sediment data from Nanling metallogenic belt, South China. Geochem Explor Environ Anal. http://dx.doi.org/0.1144/geochem2013-213

  • Mao J, Xie G, Li X, Zhang C, Mei Y (2004) Mesozoic large scale mineralization and multiple lithospheric extension in South China. Earth Sci Front 11(1):45–55 (in Chinese with English abstract)

    Google Scholar 

  • Mao J, Xie G, Guo C, Chen Y (2007) Large-scale tungsten-tin mineralization in the Nanling region South China: metallogenic ages and corresponding geodynamic processes. Acta Petrologica Sinica 23(10):2329–2338 (in Chinese with English abstract)

    Google Scholar 

  • Mao L, Mo D, Li M, Zhou K, Yang J, Guo W (2011) The rare earth element compositions of sediments from the loess tableland in the Liyang Plain, southern China: implications for provenance and weathering intensity. Environ Earth Sci 62:1609–1617

    Article  Google Scholar 

  • Nance WB, Taylor SR (1977) Rare earth element patterns and crustal evolution-II. Archean sedimentary rocks from Kalgoorlie, Australia. Geochimica et Cosmochimica Acta 41:225–231

    Article  Google Scholar 

  • Nesbitt HW, Markovics G (1997) Weathering of granodioritic crust, long-term storage of elements in weathering profiles, and petrogenesis of siliciclastic sediments. Geochim Cosmochim Acta 61:653–1670

    Google Scholar 

  • Robb L (2005) Introduction to ore-forming processes. Blackwell, Oxford, p 373

    Google Scholar 

  • Silva-Filho EV, Sanders CJ, Bernat M, Figueiredo AMG, Sella SM, Wasserman J (2011) Origin of rare earth element anomalies in mangrove sediments, Sepetiba Bay, SE Brazil: used as geochemical tracers of sediment sources. Environ Earth Sci 64:1257–1267

    Article  Google Scholar 

  • Taylor SM, McLennan SR (1985) The continental crust: its composition and evolution. Blackwell, Oxford, England, pp 312

  • Taylor RG, Howard KWF (1999) Lithological evidence for the evolution of weathered mantles in Uganda by tectonically controlled cycles of deep weathering and stripping. Catena 35:65–94

    Article  Google Scholar 

  • Wang W, Zhao J, Cheng Q (2013a) Fault trace-oriented singularity mapping technique to characterize anisotropic geochemical signatures in Gejiu mineral district, China. J Geochem Explor 134:27–37

    Article  Google Scholar 

  • Wang W, Zhao J, Cheng Q (2013b) Application of Singularity analysis mapping technique to gravity/magnetic data analysis in southeastern Yunnan mineral district, China. J Appl Geophys 92:39–49

    Article  Google Scholar 

  • Wen XJ, Duan CQ, Zhang DC (2013) Effect of simulated acid rain on soil acidification and rare earth elements leaching loss in soils of rare earth mining area in southern Jiangxi Province of China. Environ Earth Sci 69(3):843–853

    Article  Google Scholar 

  • West BJ, Shlesinger M (1990) The noise in natural phenomena. Am Sci 78:40–50

    Google Scholar 

  • Wu D, Lu H, Xu L, Hou L (1993) A preliminary study on modes of occurrence of rare earth elements in the tropical-subtropical weathering crust of Nanling region. Miner Depos 12:297–305 (in Chinese with English abstract)

    Google Scholar 

  • Xie S, Bao Z (2004) Fractal and multifractal properties of geochemical fields. Math Geol 36:847–864

    Article  Google Scholar 

  • Xie S, Cheng Q, Chen G, Chen Z, Bao Z (2007) Application of local singularity in prospecting potential oil/gas targets. Nonlinear Process Geophys 14:285–292

    Article  Google Scholar 

  • Xie X, Mu X, Ren T (1997) Geological mapping in China. J Geochem Explor 60:99–113

    Article  Google Scholar 

  • Xu YH, Sun QQ, Cai GQ, Yin XJ, Chen J (2014) The U-Pb ages and Hf isotopes of detrital zircons from Hainan Island, South China: implications for sediment provenance and the crustal evolution. Environ Earth Sci 71(4):1619–1628

    Article  Google Scholar 

  • Yan B, Yan W, Miao L, Huang W, Chen Z (2012) Geochemical characteristics and provenance implication of rare earth elements in surface sediments from bays along Guangdong Coast, Southeast China. Environ Earth Sci 65:2195–2205

    Article  Google Scholar 

  • Yang Y, Hu Z, Luo Z (1981) Geological characteristics of mineralization of REE deposits of the ion-absorption type and their prospecting direction. Bull Chin Acad Geol Sci 12:102–118 (in Chinese with English abstract)

    Google Scholar 

  • Zhang Z (1990) A study on weathering crust ion adsorption type REE deposits, south China. Contrib Geol Miner Resour Res 5:57–71 (in Chinese with English abstract)

    Google Scholar 

  • Zhao Z, Bo Z, Zhang B (1998) The geochemistry characteristics of Mesozoic basalts in Hunan Province. Sci China (D) 28:7–14 (in Chinese)

    Article  Google Scholar 

  • Zhao J, Wang W, Dong L, Yang W, Cheng Q (2012) Application of geochemical anomaly identification methods in mapping of intermediate and felsic igneous rocks in eastern Tianshan, China. J Geochem Explor 122:81–89

    Article  Google Scholar 

  • Zhou X, Sun T, Shen W, Shu L, Niu Y (2006) Petrogenesis of Mesozoic granitoids and volcanic rocks in South China: a response to tectonic evolution. Episodes 29:26–33

    Google Scholar 

  • Zuo R, Cheng Q, Agterberg FP, Xia Q (2009) Application of singularity mapping technique to identify local anomalies using stream sediment geochemical data, a case study from Gangdese, Tibet, western China. J Geochem Explor 101:225–235

    Article  Google Scholar 

  • Zuo R, Xia Q, Zhang D (2013) A comparison study of the C-A and S-A models with singularity analysis to identify geochemical anomalies in covered areas. Appl Geochem 33:165–172

    Article  Google Scholar 

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Acknowledgments

The authors thank Prof. Pablo Gumiel (University of Alcalá, Spain) and two anonymous reviewers for reviewing and improving the manuscript. This research has been supported by a Basic Research and Public Service Special Fund project from the Institute of Geophysical and Geochemical Exploration CAGS (WHS201208), a Program of Integrated Prediction of Mineral Resources in Covered Areas (No. 1212011085468), and a research project on “Quantitative models for prediction of strategic mineral resources in China” (201211022) by China Geological Survey.

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Liu, Y., Cheng, Q., Xia, Q. et al. Identification of REE mineralization-related geochemical anomalies using fractal/multifractal methods in the Nanling belt, South China. Environ Earth Sci 72, 5159–5169 (2014). https://doi.org/10.1007/s12665-014-3385-4

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