메뉴 건너뛰기




Volumn 79, Issue 14, 2013, Pages 4325-4335

Arsenic bioremediation by biogenic iron oxides and sulfides

Author keywords

[No Author keywords available]

Indexed keywords

GUIDELINE VALUES; HYDROUS FERRIC OXIDES; IN-SITU PRECIPITATION; MINERAL PHASIS; POTENTIAL HEALTH; SULFATE REDUCTION; TRANSPORT-REACTION MODELS; WORLD HEALTH ORGANIZATION;

EID: 84879822931     PISSN: 00992240     EISSN: 10985336     Source Type: Journal    
DOI: 10.1128/AEM.00683-13     Document Type: Article
Times cited : (109)

References (57)
  • 1
    • 0037150531 scopus 로고    scopus 로고
    • Public health: worldwide occurrences of arsenic in ground water.
    • Nordstrom DK. 2002. Public health: worldwide occurrences of arsenic in ground water. Science 296:2143-2145.
    • (2002) Science , vol.296 , pp. 2143-2145
    • Nordstrom, D.K.1
  • 2
    • 84889402930 scopus 로고    scopus 로고
    • Arsenic pollution: a global synthesis.
    • Wiley-Blackwell, Chichester, United Kingdom.
    • Ravenscroft P, Brammer H, Richards K. 2009. Arsenic pollution: a global synthesis. Wiley-Blackwell, Chichester, United Kingdom.
    • (2009)
    • Ravenscroft, P.1    Brammer, H.2    Richards, K.3
  • 3
    • 0037150538 scopus 로고    scopus 로고
    • Public health: arsenic epidemiology and drinking water standards.
    • Smith AH, Lopipero PA, Bates MN, Steinmaus CM. 2002. Public health: arsenic epidemiology and drinking water standards. Science 296:2145- 2146.
    • (2002) Science , vol.296
    • Smith, A.H.1    Lopipero, P.A.2    Bates, M.N.3    Steinmaus, C.M.4
  • 4
    • 0033813588 scopus 로고    scopus 로고
    • Contamination of drinkingwater by arsenic in Bangladesh: a public health emergency.
    • Smith AH, Lingas EO, Rahman M. 2000. Contamination of drinkingwater by arsenic in Bangladesh: a public health emergency. Bull. World Health Organ. 78:1093-1103.
    • (2000) Bull.World Health Organ. , vol.78 , pp. 1093-1103
    • Smith, A.H.1    Lingas, E.O.2    Rahman, M.3
  • 5
    • 0003445538 scopus 로고    scopus 로고
    • WHOenvironmental health criteria 224. Arsenic and arsenic compounds
    • WHO.2001. World Health Organization. Geneva, Switzerland.
    • WHO.2001.WHOenvironmental health criteria 224. Arsenic and arsenic compounds, 2001. World Health Organization. Geneva, Switzerland.
    • (2001)
  • 6
    • 0036219601 scopus 로고    scopus 로고
    • A review of the source, behaviour and distribution of arsenic in natural waters.
    • Smedley PL, Kinniburgh DG. 2002. A review of the source, behaviour and distribution of arsenic in natural waters. Appl. Geochem. 17:517-568.
    • (2002) Appl.Geochem. , vol.17 , pp. 517-568
    • Smedley, P.L.1    Kinniburgh, D.G.2
  • 7
    • 1542742634 scopus 로고    scopus 로고
    • Arsenic in groundwater in Bangladesh: a geostatistical and epidemiological framework for evaluating health effects and potential remedies.
    • Yu WH, Harvey CM, Harvey CF. 2003. Arsenic in groundwater in Bangladesh: a geostatistical and epidemiological framework for evaluating health effects and potential remedies. Water Resour. Res. 39:1146-1162.
    • (2003) Water Resour.Res. , vol.39 , pp. 1146-1162
    • Yu, W.H.1    Harvey, C.M.2    Harvey, C.F.3
  • 9
    • 0028160064 scopus 로고
    • Cobalt, cadmium, and lead sorption to hydrous iron-oxide: residence time effect.
    • Ainsworth CC, Pilon JL, Gassman PL, Vandersluys WG. 1994. Cobalt, cadmium, and lead sorption to hydrous iron-oxide: residence time effect. Soil Sci. Soc. Am. J. 58:1615-1623.
    • (1994) Soil Sci.Soc.Am.J. , vol.58 , pp. 1615-1623
    • Ainsworth, C.C.1    Pilon, J.L.2    Gassman, P.L.3    Vandersluys, W.G.4
  • 10
    • 0042691310 scopus 로고    scopus 로고
    • Comparison of arsenic(V) and arsenic(III) sorption onto iron oxide minerals: implications for arsenic mobility.
    • Dixit S, Hering JG. 2003. Comparison of arsenic(V) and arsenic(III) sorption onto iron oxide minerals: implications for arsenic mobility. Environ. Sci. Technol. 37:4182-4189.
    • (2003) Environ.Sci.Technol. , vol.37 , pp. 4182-4189
    • Dixit, S.1    Hering, J.G.2
  • 11
    • 69549115112 scopus 로고    scopus 로고
    • Arsenite and ferrous iron oxidation linked to chemolithotrophic denitrification for the immobilization of arsenic in anoxic environments.
    • Sun WJ, Sierra-Alvarez R, Milner L, Oremland R, Field JA. 2009. Arsenite and ferrous iron oxidation linked to chemolithotrophic denitrification for the immobilization of arsenic in anoxic environments. Environ. Sci. Technol. 43:6585-6591.
    • (2009) Environ.Sci.Technol. , vol.43 , pp. 6585-6591
    • Sun, W.J.1    Sierra-alvarez, R.2    Milner, L.3    Oremland, R.4    Field, J.A.5
  • 12
    • 0345283133 scopus 로고    scopus 로고
    • Application of biological processes for the removal of arsenic from groundwaters.
    • Katsoyiannis IA, Zouboulis AI. 2004. Application of biological processes for the removal of arsenic from groundwaters. Water Res. 38:17-26.
    • (2004) Water Res. , vol.38 , pp. 17-26
    • Katsoyiannis, I.A.1    Zouboulis, A.I.2
  • 13
    • 0029898080 scopus 로고    scopus 로고
    • Anaerobic, nitratedependent microbial oxidation of ferrous iron.
    • Straub KL, Benz M, Schink B, Widdel F. 1996. Anaerobic, nitratedependent microbial oxidation of ferrous iron. Appl. Environ. Microbiol. 62:1458-1460.
    • (1996) Appl.Environ.Microbiol. , vol.62 , pp. 1458-1460
    • Straub, K.L.1    Benz, M.2    Schink, B.3    Widdel, F.4
  • 14
    • 0035870183 scopus 로고    scopus 로고
    • Microbially catalyzed nitratedependent oxidation of biogenic solid-phase Fe(II) compounds.
    • Weber KA, Picardal FW, Roden EE. 2001. Microbially catalyzed nitratedependent oxidation of biogenic solid-phase Fe(II) compounds. Environ. Sci. Technol. 35:1644-1650.
    • (2001) Environ.Sci.Technol. , vol.35 , pp. 1644-1650
    • Weber, K.A.1    Picardal, F.W.2    Roden, E.E.3
  • 15
    • 0031736825 scopus 로고    scopus 로고
    • Enumeration and detection of anaerobic ferrous iron-oxidizing, nitrate-reducing bacteria from diverse European sediments.
    • Straub KL, Buchholz-Cleven BEE. 1998. Enumeration and detection of anaerobic ferrous iron-oxidizing, nitrate-reducing bacteria from diverse European sediments. Appl. Environ. Microbiol. 64:4846-4856.
    • (1998) Appl.Environ.Microbiol. , vol.64 , pp. 4846-4856
    • Straub, K.L.1    Buchholz-cleven, B.E.E.2
  • 16
    • 0037189296 scopus 로고    scopus 로고
    • Nitrate controls on iron and arsenic in an urban lake.
    • Senn DB, Hemond HF. 2002. Nitrate controls on iron and arsenic in an urban lake. Science 296:2373-2376.
    • (2002) Science , vol.296 , pp. 2373-2376
    • Senn, D.B.1    Hemond, H.F.2
  • 17
    • 54449100709 scopus 로고    scopus 로고
    • Geochemistry of aquifer sediments and arsenic-rich groundwaters from Kandal Province, Cambodia.
    • Rowland H, Gault ALAG, Lythgoe P, Polya DA. 2008. Geochemistry of aquifer sediments and arsenic-rich groundwaters from Kandal Province, Cambodia. Appl. Geochem. 23:3029-3046.
    • (2008) Appl.Geochem. , vol.23 , pp. 3029-3046
    • Rowland, H.1    Gault, A.L.A.G.2    Lythgoe, P.3    Polya, D.A.4
  • 18
    • 67349256798 scopus 로고    scopus 로고
    • Impact of sulfate reduction on the scale of arsenic contamination in groundwater of the Mekong, Bengal and Red River deltas.
    • Buschmann J, Berg M. 2009. Impact of sulfate reduction on the scale of arsenic contamination in groundwater of the Mekong, Bengal and Red River deltas. Appl. Geochem. 24:1278-1286.
    • (2009) Appl.Geochem. , vol.24 , pp. 1278-1286
    • Buschmann, J.1    Berg, M.2
  • 19
    • 0031239577 scopus 로고    scopus 로고
    • A full-scale porous reactive wall for prevention of acid mine drainage.
    • Benner SG, Blowes DW, Ptacek CJ. 1997. A full-scale porous reactive wall for prevention of acid mine drainage. Ground Water Monit. Remediat. 17:99-107.
    • (1997) Ground Water Monit.Remediat. , vol.17 , pp. 99-107
    • Benner, S.G.1    Blowes, D.W.2    Ptacek, C.J.3
  • 20
    • 0026911032 scopus 로고
    • Treatment of metal contaminated water using bacterial sulfate reduction-results from pilot scale reactors.
    • Dvorak DH, Hedin RS, Edenborn HM, McIntire PE. 1992. Treatment of metal contaminated water using bacterial sulfate reduction-results from pilot scale reactors. Biotechnol. Bioeng. 40:609-616.
    • (1992) Biotechnol.Bioeng. , vol.40 , pp. 609-616
    • Dvorak, D.H.1    Hedin, R.S.2    Edenborn, H.M.3    Mcintire, P.E.4
  • 21
    • 34248204828 scopus 로고    scopus 로고
    • Dissimilatory sulfate- and sulfur-reducing prokaryotes
    • In Dworkin M, Falkow S, Rosenberg E, Schleifer K-H, Stackebrandt E (ed), The prokaryotes. Springer, New York, NY.
    • Rabus R, Hansen TA, Widdel F. 2006. Dissimilatory sulfate- and sulfur-reducing prokaryotes, p 659 -768. In Dworkin M, Falkow S, Rosenberg E, Schleifer K-H, Stackebrandt E (ed), The prokaryotes. Springer, New York, NY.
    • (2006) , pp. 659-768
    • Rabus, R.1    Hansen, T.A.2    Widdel, F.3
  • 23
    • 77950517448 scopus 로고    scopus 로고
    • Experimental analysis of arsenic precipitation during microbial sulfate and iron reduction in model aquifer sediment reactors.
    • Kirk MF, Roden EE, Crossey LJ, Brearley AJ, Spilde MN. 2010. Experimental analysis of arsenic precipitation during microbial sulfate and iron reduction in model aquifer sediment reactors. Geochim. Cosmochim. Acta 74:2538-2555.
    • (2010) Geochim.Cosmochim.Acta , vol.74 , pp. 2538-2555
    • Kirk, M.F.1    Roden, E.E.2    Crossey, L.J.3    Brearley, A.J.4    Spilde, M.N.5
  • 25
    • 47949103538 scopus 로고    scopus 로고
    • Near-surface wetland sediments as a source of arsenic release to ground water in Asia.
    • Polizzotto ML, Kocar BD, Benner SG, Sampson M, Fendorf S. 2008. Near-surface wetland sediments as a source of arsenic release to ground water in Asia. Nature 454:505-508.
    • (2008) Nature , vol.454 , pp. 505-508
    • Polizzotto, M.L.1    Kocar, B.D.2    Benner, S.G.3    Sampson, M.4    Fendorf, S.5
  • 27
    • 0000209741 scopus 로고
    • Organic matter mineralization with reduction of ferric iron in anaerobic sediments.
    • Lovley DR, Phillips EJ. 1986. Organic matter mineralization with reduction of ferric iron in anaerobic sediments. Appl. Environ. Microbiol. 51: 683-689.
    • (1986) Appl.Environ.Microbiol. , vol.51 , pp. 683-689
    • Lovley, D.R.1    Phillips, E.J.2
  • 28
    • 0348049769 scopus 로고    scopus 로고
    • Preservation of sulfidic waters containing dissolved As(III).
    • Smieja JA, Wilkin RT. 2003. Preservation of sulfidic waters containing dissolved As(III). J. Environ. Monit. 5:913-916.
    • (2003) J.Environ.Monit. , vol.5 , pp. 913-916
    • Smieja, J.A.1    Wilkin, R.T.2
  • 31
    • 37549027613 scopus 로고    scopus 로고
    • SILVA: a comprehensive online resource for quality checked and aligned ribosomal RNA sequence data compatible with ARB.
    • Pruesse E, Quast C, Knittel K, Fuchs BM, Ludwig WG, Peplies J, Glockner FO. 2007. SILVA: a comprehensive online resource for quality checked and aligned ribosomal RNA sequence data compatible with ARB. Nucleic Acids Res. 35:7188-7196.
    • (2007) Nucleic Acids Res. , vol.35 , pp. 7188-7196
    • Pruesse, E.1    Quast, C.2    Knittel, K.3    Fuchs, B.M.4    Ludwig, W.G.5    Peplies, J.6    Glockner, F.O.7
  • 32
    • 3042716391 scopus 로고    scopus 로고
    • Arsenic thermodynamic data and environmental geochemistry
    • In Welch AH, Stollenwerk KG (ed), Arsenic in groundwater. Kluwer, Boston, MA.
    • Nordstrom DK, Archer DG. 2003. Arsenic thermodynamic data and environmental geochemistry, p 2-25. In Welch AH, Stollenwerk KG (ed), Arsenic in groundwater. Kluwer, Boston, MA.
    • (2003) , pp. 2-25
    • Nordstrom, D.K.1    Archer, D.G.2
  • 33
    • 73449087963 scopus 로고    scopus 로고
    • Arsenic, iron and sulfur codiagenesis in lake sediments.
    • Couture RM, Gobeil C, Tessier A. 2010. Arsenic, iron and sulfur codiagenesis in lake sediments. Geochim. Cosmochim. Acta 74:1238-1255.
    • (2010) Geochim.Cosmochim.Acta , vol.74 , pp. 1238-1255
    • Couture, R.M.1    Gobeil, C.2    Tessier, A.3
  • 34
    • 50149108174 scopus 로고    scopus 로고
    • Thermodynamic model for arsenic speciation in sulfidic waters: A novel use of ab initio computations.
    • Helz GR, Tossell JA. 2008. Thermodynamic model for arsenic speciation in sulfidic waters: a novel use of ab initio computations. Geochim. Cosmochim. Acta 72:4457-4468.
    • (2008) Geochim. Cosmochim. Acta , vol.72 , pp. 4457-4468
    • Helz, G.R.1    Tossell, J.A.2
  • 36
    • 48749108890 scopus 로고    scopus 로고
    • Dissimilatory Fe(III)- and Mn(IV)-reducing prokaryotes
    • In Dworkin M, Falkow S, Rosenberg E, Schleifer K-H, Stackebrandt E (ed), The prokaryotes. Springer, New York, NY.
    • Lovley D. 2006. Dissimilatory Fe(III)- and Mn(IV)-reducing prokaryotes, p 635-658. In Dworkin M, Falkow S, Rosenberg E, Schleifer K-H, Stackebrandt E (ed), The prokaryotes. Springer, New York, NY.
    • (2006) , pp. 635-658
    • Lovley, D.1
  • 37
    • 84879830364 scopus 로고    scopus 로고
    • Microbial transformations of arsenic in the subsurface
    • In Stolz JF, Oremland RS (ed), Environmental microbe-metal intereactions II. ASM Press, Washington, DC.
    • Lloyd JR, Gault AG, Héry M, MacRae JD. 2011. Microbial transformations of arsenic in the subsurface, p 77-90. In Stolz JF, Oremland RS (ed), Environmental microbe-metal intereactions II. ASM Press, Washington, DC.
    • (2011) , pp. 77-90
    • Lloyd, J.R.1    Gault, A.G.2    Héry, M.3    Macrae, J.D.4
  • 38
    • 33845644213 scopus 로고    scopus 로고
    • Isolation and characterization of NP4, arsenate-reducing Sulfurospirillum, from Maine groundwater.
    • MacRae JD, Lavine IN, McCaffery KA, Ricupero K. 2007. Isolation and characterization of NP4, arsenate-reducing Sulfurospirillum, from Maine groundwater. J. Environ. Eng. 133:81-88.
    • (2007) J.Environ.Eng. , vol.133 , pp. 81-88
    • Macrae, J.D.1    Lavine, I.N.2    Mccaffery, K.A.3    Ricupero, K.4
  • 39
    • 0032844160 scopus 로고    scopus 로고
    • Bacterial respiration of arsenic and selenium.
    • Stolz JF, Oremland RS. 1999. Bacterial respiration of arsenic and selenium. FEMS Microbiol. Rev. 23:615-627.
    • (1999) FEMS Microbiol.Rev. , vol.23 , pp. 615-627
    • Stolz, J.F.1    Oremland, R.S.2
  • 42
    • 0030734782 scopus 로고    scopus 로고
    • Isolation and characterization of novel iron-oxidizing bacteria that grow at circumneutral pH.
    • Emerson D, Moyer C. 1997. Isolation and characterization of novel iron-oxidizing bacteria that grow at circumneutral pH. Appl. Environ. Microbiol. 63:4784-4792.
    • (1997) Appl.Environ.Microbiol. , vol.63 , pp. 4784-4792
    • Emerson, D.1    Moyer, C.2
  • 43
    • 33750817618 scopus 로고    scopus 로고
    • The solubility of FeS.
    • Rickard D. 2006. The solubility of FeS. Geochim. Cosmochim. Acta 70: 5779-5789.
    • (2006) Geochim.Cosmochim.Acta , vol.70 , pp. 5779-5789
    • Rickard, D.1
  • 44
    • 79956048186 scopus 로고    scopus 로고
    • Reassessing the role of sulfur geochemistry on arsenic speciation in reducing environments.
    • Couture R-M, Van Cappellen P. 2011. Reassessing the role of sulfur geochemistry on arsenic speciation in reducing environments. J. Hazard. Mater. 189:647-652.
    • (2011) J.Hazard.Mater. , vol.189 , pp. 647-652
    • Couture, R.-M.1    Van Cappellen, P.2
  • 45
    • 22344437984 scopus 로고    scopus 로고
    • Arsenic mobility in the ambient sulfidic environment: sorption of arsenic(V) and arsenic(III) onto disordered mackinawite.
    • Wolthers M, Charlet L, Van der Weijden CH, Van der Linde PR, Rickard D. 2005. Arsenic mobility in the ambient sulfidic environment: sorption of arsenic(V) and arsenic(III) onto disordered mackinawite. Geochim. Cosmochim. Acta 69:3483-3492.
    • (2005) Geochim.Cosmochim.Acta , vol.69 , pp. 3483-3492
    • Wolthers, M.1    Charlet, L.2    Van der Weijden, C.H.3    Van der Linde, P.R.4    Rickard, D.5
  • 46
    • 0037090524 scopus 로고    scopus 로고
    • Mechanisms of arsenic uptake from aqueous solution by interaction with goethite, lepidocrocite, mackinawite, and pyrite: an X-ray absorption spectroscopy study.
    • Farquhar ML, Charnock JM, Livens FR, Vaughan DJ. 2002. Mechanisms of arsenic uptake from aqueous solution by interaction with goethite, lepidocrocite, mackinawite, and pyrite: an X-ray absorption spectroscopy study. Environ. Sci. Technol. 36:1757-1762.
    • (2002) Environ.Sci.Technol. , vol.36 , pp. 1757-1762
    • Farquhar, M.L.1    Charnock, J.M.2    Livens, F.R.3    Vaughan, D.J.4
  • 47
    • 33847180172 scopus 로고    scopus 로고
    • Molecular analysis of arsenate-reducing bacteria within Cambodian sediments following amendment with acetate.
    • Lear G, Song B, Gault AG, Polya DA, Lloyd JR. 2007. Molecular analysis of arsenate-reducing bacteria within Cambodian sediments following amendment with acetate. Appl. Environ. Microbiol. 73:1041-1048.
    • (2007) Appl.Environ.Microbiol. , vol.73 , pp. 1041-1048
    • Lear, G.1    Song, B.2    Gault, A.G.3    Polya, D.A.4    Lloyd, J.R.5
  • 48
    • 54449098157 scopus 로고    scopus 로고
    • Hopane, sterane and n-alkane distributions in shallow sediments hosting high arsenic groundwaters in Cambodia.
    • van Dongen BE, Rowland H, Gault ALAG, Polya DA, Bryant C, Pancost RD. 2008. Hopane, sterane and n-alkane distributions in shallow sediments hosting high arsenic groundwaters in Cambodia. Appl. Geochem. 23:3047-3058.
    • (2008) Appl.Geochem. , vol.23 , pp. 3047-3058
    • van Dongen, B.E.1    Rowland, H.2    Gault, A.L.A.G.3    Polya, D.A.4    Bryant, C.5    Pancost, R.D.6
  • 49
    • 70350507137 scopus 로고    scopus 로고
    • Composition and activity of an autotrophic Fe(II)-oxidizing, nitrate-reducing enrichment culture.
    • Blothe M, Roden EE. 2009. Composition and activity of an autotrophic Fe(II)-oxidizing, nitrate-reducing enrichment culture. Appl. Environ. Microbiol. 75:6937-6940.
    • (2009) Appl.Environ.Microbiol. , vol.75 , pp. 6937-6940
    • Blothe, M.1    Roden, E.E.2
  • 53
    • 33645884269 scopus 로고    scopus 로고
    • Arsenic uptake by pyrite at ambient environmental conditions: a continuous-flow experiment.
    • Wolthers M, Butler IB, Rickard D, Mason PRD. 2005. Arsenic uptake by pyrite at ambient environmental conditions: a continuous-flow experiment. Am. Chem. Soc. Symp. Ser. 915:60-76.
    • (2005) Am.Chem.Soc.Symp.Ser. , vol.915 , pp. 60-76
    • Wolthers, M.1    Butler, I.B.2    Rickard, D.3    Mason, P.R.D.4
  • 54
    • 79955469239 scopus 로고    scopus 로고
    • Microbial sulfidogenesis in ferrihydrite-rich environments: effects on iron mineralogy and arsenic mobility.
    • Burton ED, Johnston SG, Bush RT. 2011. Microbial sulfidogenesis in ferrihydrite-rich environments: effects on iron mineralogy and arsenic mobility. Geochim. Cosmochim. Acta 75:3073-3087.
    • (2011) Geochim.Cosmochim.Acta , vol.75 , pp. 3073-3087
    • Burton, E.D.1    Johnston, S.G.2    Bush, R.T.3
  • 55
    • 36249007511 scopus 로고    scopus 로고
    • Spectroscopic investigation of the uptake of arsenite from solution by synthetic mackinawite.
    • Gallegos TJ, Hyun SP, Hayes KF. 2007. Spectroscopic investigation of the uptake of arsenite from solution by synthetic mackinawite. Environ. Sci. Technol. 41:7781-7786.
    • (2007) Environ.Sci.Technol. , vol.41 , pp. 7781-7786
    • Gallegos, T.J.1    Hyun, S.P.2    Hayes, K.F.3
  • 56
    • 4644349568 scopus 로고    scopus 로고
    • The influence of sulfur and iron on dissolved arsenic concentrations in the shallow subsurface under changing redox conditions.
    • O'Day PA, Vlassopoulos D, Root R, Rivera N. 2004. The influence of sulfur and iron on dissolved arsenic concentrations in the shallow subsurface under changing redox conditions. Proc. Natl. Acad. Sci. U.S.A. 101: 13703-13708.
    • (2004) Proc.Natl.Acad.Sci.U.S.A. , vol.101 , pp. 13703-13708
    • O'day, P.A.1    Vlassopoulos, D.2    Root, R.3    Rivera, N.4
  • 57
    • 12944304149 scopus 로고    scopus 로고
    • Biological manganese removal from acid mine drainage in constructed wetlands and prototype bioreactors.
    • Hallberg KB, Johnson DB. 2005. Biological manganese removal from acid mine drainage in constructed wetlands and prototype bioreactors. Sci. Total Environ. 338:115-124.
    • (2005) Sci.Total Environ. , vol.338 , pp. 115-124
    • Hallberg, K.B.1    Johnson, D.B.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.