메뉴 건너뛰기




Volumn 63, Issue 1, 2010, Pages 1-12

Population genetics of Bowhead whales (Balaena mysticetus) in the Western Arctic

Author keywords

Alaska; Beaufort; Bering; Bowhead whale; Chukchi; Conservation; Genetic analysis; Genetic bottleneck; Hardy Weinberg disequilibrium; Population differentiation; Population structure; Temporal substructure

Indexed keywords

GENETIC ANALYSIS; GENETIC DIFFERENTIATION; GENETIC MARKER; NINETEENTH CENTURY; POPULATION BOTTLENECK; POPULATION STRUCTURE; WHALE; WHALING;

EID: 77950845310     PISSN: 00040843     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (16)

References (61)
  • 4
    • 0002482235 scopus 로고
    • Burns, J.J., Montague, J.J., and Cowles, C.J., eds. the bowhead whale. society for Marine Mammalogy, special Publication No. 2. Lawrence, Kansas: Allen Press Inc.
    • Bockstoce, J.R., and Burns, J.J. 1993. Commercial whaling in the North Pacific sector. In: Burns, J.J., Montague, J.J., and Cowles, C.J., eds. the bowhead whale. society for Marine Mammalogy, special Publication No. 2. Lawrence, Kansas: Allen Press Inc. 563-576.
    • (1993) Commercial whaling in the North Pacific sector , pp. 563-576
    • Bockstoce, J.R.1    Burns, J.J.2
  • 5
    • 34347236864 scopus 로고    scopus 로고
    • The geographic distribution of bowhead whales in the Bering, Chukchi and Beaufort seas: Evidence from whaleship records, 1849-1914
    • Bockstoce, J.R., Botkin, D.B., Philp, A., Collins, B.W., and George, J.C. 2005. the geographic distribution of bowhead whales in the Bering, Chukchi and Beaufort seas: Evidence from whaleship records, 1849-1914. Marine Fisheries Review 67:1-43.
    • (2005) Marine Fisheries Review , vol.67 , pp. 1-43
    • Bockstoce, J.R.1    Botkin, D.B.2    Philp, A.3    Collins, B.W.4    George, J.C.5
  • 6
    • 34250172090 scopus 로고    scopus 로고
    • Genetic variation in Holocene bowhead whales from svalbard
    • Borge, T., Bachmann, L., Bjørnstad, G., and Wiig, 0. 2007. Genetic variation in Holocene bowhead whales from svalbard. Molecular Ecology 16:2223-2235.
    • (2007) Molecular Ecology , vol.16 , pp. 2223-2235
    • Borge, T.1    Bachmann, L.2    Bjørnstad, G.3    Wiig, O.4
  • 7
    • 36248973464 scopus 로고    scopus 로고
    • Assessment of the Bering-Chukchi-Beaufort seas stock of bowhead whales using Bayesian model averaging
    • Brandon, J.R., and Wade, P.R. 2006. Assessment of the Bering-Chukchi-Beaufort seas stock of bowhead whales using Bayesian model averaging. Journal of Cetacean Research and Management 8(3):225 -239.
    • (2006) Journal of Cetacean Research and Management , vol.8 , Issue.3 , pp. 225-239
    • Brandon, J.R.1    Wade, P.R.2
  • 8
    • 77950808578 scopus 로고
    • special Publication No. 2. Lawrence, Kansas: Allen Press Inc., Burns, J.J., Montague, J.J., and Cowles, C.J., eds.
    • Burns, J.J., Montague, J.J., and Cowles, C.J., eds. 1993. The bowhead whale. society for Marine Mammalogy, special Publication No. 2. Lawrence, Kansas: Allen Press Inc.
    • (1993) The bowhead whale. society for Marine Mammalogy
  • 9
    • 0026568461 scopus 로고
    • Apparent heterozygote deficiencies observed in DNA typing data and their implications in forensic applications
    • doi:10.1111/j.1469-1809.1992.tb01128.x
    • Chakraborty, R., de Andrade, M., Daiger, s.P., and Budowle, B. 1992. Apparent heterozygote deficiencies observed in DNA typing data and their implications in forensic applications. Annals of Human Genetics 56:45-57, doi:10.1111/j.1469-1809.1992.tb01128.x.
    • (1992) Annals of Human Genetics , vol.56 , pp. 45-57
    • Chakraborty, R.1    De Andrade, M.2    Daiger, S.P.3    Budowle, B.4
  • 10
    • 0030478757 scopus 로고    scopus 로고
    • Description and power analysis of two tests for detecting recent population bottlenecks from allele frequency data
    • Cornuet, J.M., and Luikart, G. 1996. Description and power analysis of two tests for detecting recent population bottlenecks from allele frequency data. Genetics 144:2001 -2014.
    • (1996) Genetics , vol.144 , pp. 2001-2014
    • Cornuet, J.M.1    Luikart, G.2
  • 12
    • 21244479740 scopus 로고    scopus 로고
    • Detecting the number of clusters of individuals using the software sTRuCTuRE: A simulation study
    • doi:10.1111/j.1365-294X.2005.02553.x
    • Evanno, G., Regnaut, S., and Goudet, J. 2005. Detecting the number of clusters of individuals using the software sTRuCTuRE: A simulation study. Molecular Ecology 14:2611-2620, doi:10.1111/j.1365-294X.2005.02553.x.
    • (2005) Molecular Ecology , vol.14 , pp. 2611-2620
    • Evanno, G.1    Regnaut, S.2    Goudet, J.3
  • 13
    • 0041817568 scopus 로고    scopus 로고
    • Inference of population structure using multilocus genotype data: Linked loci and correlated allele frequencies
    • Falush, D., stephens, M., and Pritchard, J.K. 2003. Inference of population structure using multilocus genotype data: Linked loci and correlated allele frequencies. Genetics 164: 1567-1587.
    • (2003) Genetics , vol.164 , pp. 1567-1587
    • Falush, D.1    Stephens, M.2    Pritchard, J.K.3
  • 17
    • 6344252928 scopus 로고    scopus 로고
    • Abundance and population trend (1978-2001) of Western Arctic bowhead whales surveyed near Barrow Alaska
    • George, J.C., Zeh, J., Suydam, R., and Clark, C. 2004b. Abundance and population trend (1978-2001) of Western Arctic bowhead whales surveyed near Barrow, Alaska. Marine Mammal Science 20:755-773.
    • (2004) Marine Mammal Science , vol.20 , pp. 755-773
    • George, J.C.1    Zeh, J.2    Suydam, R.3    Clark, C.4
  • 18
    • 36749075112 scopus 로고    scopus 로고
    • Population structure and covariate analysis based on pairwise microsatellite allele matching frequencies
    • article 31
    • Givens, G.H., and Ozaksoy, I. 2007. Population structure and covariate analysis based on pairwise microsatellite allele matching frequencies. Statistical Applications in Genetics and Molecular Biology 6: article 31.
    • (2007) Statistical Applications in Genetics and Molecular Biology , vol.6
    • Givens, G.H.1    Ozaksoy, I.2
  • 20
    • 77950837492 scopus 로고    scopus 로고
    • v. 2.9.3.2
    • Goudet, J. 2005. FSTAT: v. 2.9.3.2. http://www2.unil.ch/popgen/softwares/ fstat.htm.
    • (2005)
    • Goudet, J.1
  • 23
    • 35549004930 scopus 로고    scopus 로고
    • Increasing abundance of bowhead whales in West Greenland
    • doi:10.1098/rsbl.2007.0310
    • Heide-Jørgensen, M.P., Laidre, K., Borchers, D., Samarra, F., and Stern, H. 2007. Increasing abundance of bowhead whales in West Greenland. Biological Letters 3(5):577-580, doi:10.1098/rsbl.2007.0310.
    • (2007) Biological Letters , vol.3 , Issue.5 , pp. 577-580
    • Heide-Jørgensen, M.P.1    Laidre, K.2    Borchers, D.3    Samarra, F.4    Stern, H.5
  • 26
    • 77950824000 scopus 로고    scopus 로고
    • IWC (International Whaling Commission). 2003. Report of the Scientific Committee. Journal of Cetacean Research and Management 5, Suppl
    • IWC (International Whaling Commission). 2003. Report of the Scientific Committee. Journal of Cetacean Research and Management 5, Suppl.
  • 27
    • 36749060605 scopus 로고    scopus 로고
    • Report of the Scientific Committee
    • - 2008. Report of the Scientific Committee. Journal of Cetacean Research and Management 10, Suppl.
    • (2008) Journal of Cetacean Research and Management , vol.10 , Issue.SUPPL.
  • 28
    • 34248229258 scopus 로고    scopus 로고
    • Detecting genetic structure in migrating bowhead whales off the coast of Barrow, Alaska
    • doi:10.1111/j.1365- 294X.2007.03268.x
    • Jorde, P.E., Schweder, T., Bickham, J.W., Givens, G.H., Suydam, R., Hunter, D., and Stenseth, N.C. 2007. Detecting genetic structure in migrating bowhead whales off the coast of Barrow, Alaska. Molecular Ecology 16:1993-2004, doi:10.1111/j.1365- 294X.2007.03268.x.
    • (2007) Molecular Ecology , vol.16 , pp. 1993-2004
    • Jorde, P.E.1    Schweder, T.2    Bickham, J.W.3    Givens, G.H.4    Suydam, R.5    Hunter, D.6    Stenseth, N.C.7
  • 29
    • 34748868431 scopus 로고    scopus 로고
    • Detecting population structure using STRUCTURE software: Effect of background linkage disequilibrium
    • Kaeuffer, R., Réale, D., Coltman, D.W., and Pontier, D. 2007. Detecting population structure using STRUCTURE software: Effect of background linkage disequilibrium. Heredity 9:374-380.
    • (2007) Heredity , vol.9 , pp. 374-380
    • Kaeuffer, R.1    Réale, D.2    Coltman, D.W.3    Pontier, D.4
  • 30
    • 0002850911 scopus 로고
    • Reproduction
    • Burns, J.J., Montague, J.J., and Cowles, C.J., eds., Special Publication No. 2. Lawrence, Kansas: Allen Press Inc.
    • Koski, W.R., Davis, R.A., Miller, G.W., and Withrow, D.E. 1993. Reproduction. In: Burns, J.J., Montague, J.J., and Cowles, C.J., eds. The bowhead whale. Society for Marine Mammalogy, Special Publication No. 2. Lawrence, Kansas: Allen Press Inc. 239-274.
    • (1993) The bowhead whale. Society for Marine Mammalogy , pp. 239-274
    • Koski, W.R.1    Davis, R.A.2    Miller, G.W.3    Withrow, D.E.4
  • 32
    • 0000202897 scopus 로고
    • Distribution and movement
    • Burns, J.J., Montague, J.J., and Cowles, C.J., eds. Society for Marine Mammalogy, Special Publication No. 2. Lawrence, Kansas: Allen Press Inc.
    • Moore, S.E., and Reeves, R.R. 1993. Distribution and movement. In: Burns, J.J., Montague, J.J., and Cowles, C.J., eds. The bowhead whale. Society for Marine Mammalogy, Special Publication No. 2. Lawrence, Kansas: Allen Press Inc. 313-386.
    • (1993) The bowhead whale , pp. 313-386
    • Moore, S.E.1    Reeves, R.R.2
  • 33
    • 77950843356 scopus 로고    scopus 로고
    • Estimated genotype error rates from bowhead whale microsatellite data
    • Paper SC/59/BRG15 presented to the, May 2007. Available from The International Whaling Commission, The Red House, 135 Station Road, Impington, Cambridge, Cambridgeshire CB24 9NP, united Kingdom.
    • Morin, P.A., LeDuc, R.G., Archer, F.I., Martien, K.K., Taylor, B.L., Huebinger, R.M., and Bickham, J.W. 2007. Estimated genotype error rates from bowhead whale microsatellite data. Paper SC/59/BRG15 presented to the IWC Scientific Committee, May 2007. Available from The International Whaling Commission, The Red House, 135 Station Road, Impington, Cambridge, Cambridgeshire CB24 9NP, united Kingdom.
    • (2007) IWC Scientific Committee
    • Morin, P.A.1    LeDuc, R.G.2    Archer, F.I.3    Martien, K.K.4    Taylor, B.L.5    Huebinger, R.M.6    Bickham, J.W.7
  • 34
    • 60349098446 scopus 로고    scopus 로고
    • Significant deviations from Hardy-Weinberg equilibrium caused by low levels of microsatellite genotyping errors
    • doi:10.1111/j.1755-0998.2008.02502.x
    • Morin, P.A., LeDuc, R.G., Archer, F.I., Martien, K.K., Huebinger, R., Bickham, J.W., and Taylor, B.L. 2009. Significant deviations from Hardy-Weinberg equilibrium caused by low levels of microsatellite genotyping errors. Molecular Ecology Resources 9:498-504, doi:10.1111/j.1755-0998.2008.02502.x.
    • (2009) Molecular Ecology Resources , vol.9 , pp. 498-504
    • Morin, P.A.1    LeDuc, R.G.2    Archer, F.I.3    Martien, K.K.4    Huebinger, R.5    Bickham, J.W.6    Taylor, B.L.7
  • 35
    • 0021533412 scopus 로고
    • Life history of the bowhead whale, Balaena mysticetus (Mammalia: Cetacea)
    • (London)
    • Nerini, M., Braham, H., Marquette, W., and Rugh, D. 1984. Life history of the bowhead whale, Balaena mysticetus (Mammalia: Cetacea). Journal of Zoology (London) 204:443-468.
    • (1984) Journal of Zoology , vol.204 , pp. 443-468
    • Nerini, M.1    Braham, H.2    Marquette, W.3    Rugh, D.4
  • 38
    • 0031238681 scopus 로고    scopus 로고
    • Primers for the amplification of tri- and tetramer microsatellite loci in baleen whales
    • Palsboll, P.J., Berube, M., Larsen, A.H., and Jørgensen, H. 1997. Primers for the amplification of tri- and tetramer microsatellite loci in baleen whales. Molecular Ecology 6:893-895.
    • (1997) Molecular Ecology , vol.6 , pp. 893-895
    • Palsboll, P.J.1    Berube, M.2    Larsen, A.H.3    Jørgensen, H.4
  • 40
    • 77950797886 scopus 로고    scopus 로고
    • Genetic heterogeneity in the B-C-B stock of bowhead whales as revealed by mitochondrial DNA and microsatellite analyses
    • Paper SC/56/ BRG32 presented to the, June 2004. Available from The International Whaling Commission, The Red House, 135 Station Road, Impington, Cambridge, Cambridgeshire CB24 9NP, united Kingdom
    • Pastene, L.A., Goto, M., and Kanda, N. 2004. Genetic heterogeneity in the B-C-B stock of bowhead whales as revealed by mitochondrial DNA and microsatellite analyses. Paper SC/56/ BRG32 presented to the IWC Scientific Committee, June 2004. Available from The International Whaling Commission, The Red House, 135 Station Road, Impington, Cambridge, Cambridgeshire CB24 9NP, united Kingdom.
    • (2004) IWC Scientific Committee
    • Pastene, L.A.1    Goto, M.2    Kanda, N.3
  • 41
    • 0032880393 scopus 로고    scopus 로고
    • BOTTLENECK: A computer program for detecting recent reductions in the effective population size using allele frequency data
    • Piry, S., Luikart, G., and Cornuet, J.M. 1999. BOTTLENECK: A computer program for detecting recent reductions in the effective population size using allele frequency data. Journal of Heredity 90:502-503.
    • (1999) Journal of Heredity , vol.90 , pp. 502-503
    • Piry, S.1    Luikart, G.2    Cornuet, J.M.3
  • 42
    • 0034118493 scopus 로고    scopus 로고
    • Inference of population structure using multilocus genotypes
    • Pritchard, J.K., Stephens, M., and Donnelly, P. 2000. Inference of population structure using multilocus genotypes. Genetics 155:945-959.
    • (2000) Genetics , vol.155 , pp. 945-959
    • Pritchard, J.K.1    Stephens, M.2    Donnelly, P.3
  • 43
    • 77950819591 scopus 로고    scopus 로고
    • Assessing the Bering-Chukchi-Beaufort seas stock of bowhead whales using abundance data together with data on length or age
    • Punt, A.E. 2006. Assessing the Bering-Chukchi-Beaufort seas stock of bowhead whales using abundance data together with data on length or age. Journal of Cetacean Research and Management 8:127-137.
    • (2006) Journal of Cetacean Research and Management , vol.8 , pp. 127-137
    • Punt, A.E.1
  • 44
    • 0000262278 scopus 로고
    • GENEPOP Version 1.2: Population genetics software for exact tests and ecumenicism
    • Latest version 4.0 available from
    • Raymond, M., and Rousset, F. 1995. GENEPOP Version 1.2: Population genetics software for exact tests and ecumenicism. Journal of Heredity 86:248-249. Latest version 4.0 available from http://kimura.univ-montp2.fr/ ∼rousset/Genepop.htm.
    • (1995) Journal of Heredity , vol.86 , pp. 248-249
    • Raymond, M.1    Rousset, F.2
  • 46
    • 0033278750 scopus 로고    scopus 로고
    • Evaluating a putative bottleneck in a population of bowhead whales from patterns of microsatellite diversity and genetic disequilibrium
    • Rooney, A.P., Honeycutt, R.L., Davis, s.K., and Derr, J.N. 1999a. Evaluating a putative bottleneck in a population of bowhead whales from patterns of microsatellite diversity and genetic disequilibrium. Journal of Molecular Evolution 49:682-690.
    • (1999) Journal of Molecular Evolution , vol.49 , pp. 682-690
    • Rooney, A.P.1    Honeycutt, R.L.2    Davis, S.K.3    Derr, J.N.4
  • 47
    • 0032908694 scopus 로고    scopus 로고
    • Microsatellite diversity in captive bottlenose dolphins (Tursiops truncatus)
    • Rooney, A.P., Merritt, D.B., and Derr, J.N. 1999b. Microsatellite diversity in captive bottlenose dolphins (Tursiops truncatus). Journal of Heredity 90:228-231.
    • (1999) Journal of Heredity , vol.90 , pp. 228-231
    • Rooney, A.P.1    Merritt, D.B.2    Derr, J.N.3
  • 48
    • 0034800521 scopus 로고    scopus 로고
    • Historical population size change of bowhead whales inferred from DNA sequence polymorphism data
    • Rooney, A.P., Honeycutt, R.L., and Derr, J.N. 2001. Historical population size change of bowhead whales inferred from DNA sequence polymorphism data. Evolution 55:1678-1685.
    • (2001) Evolution , vol.55 , pp. 1678-1685
    • Rooney, A.P.1    Honeycutt, R.L.2    Derr, J.N.3
  • 49
    • 44649169880 scopus 로고    scopus 로고
    • Update on age estimation of bowhead whales using aspartic acid racemization
    • Paper sC/56/BRG6 presented to the, June 2004. Available from The International Whaling Commission, The Red House, 135 station Road, Impington, Cambridge, Cambridgeshire CB24 9NP, United Kingdom
    • Rosa, C., George, J.C., Zeh, J., O'Hara, T.M., Botta, O., and Bada, J. 2004. Update on age estimation of bowhead whales using aspartic acid racemization. Paper sC/56/BRG6 presented to the IWC Scientific Committee, June 2004. Available from The International Whaling Commission, The Red House, 135 station Road, Impington, Cambridge, Cambridgeshire CB24 9NP, United Kingdom.
    • (2004) IWC Scientific Committee
    • Rosa, C.1    George, J.C.2    Zeh, J.3    O'Hara, T.M.4    Botta, O.5    Bada, J.6
  • 50
    • 0029048325 scopus 로고
    • Testing heterozygote excess and deficiency
    • Rousset, F., and Raymond, M. 1995. Testing heterozygote excess and deficiency. Genetics 140:1413-1419.
    • (1995) Genetics , vol.140 , pp. 1413-1419
    • Rousset, F.1    Raymond, M.2
  • 51
    • 0027045432 scopus 로고
    • Calving intervals of bowhead whales established through photographic identifications
    • Rugh, D., DeMaster, D., Rooney, A., Breiwick, J., shelden, K., and Moore, s. 2003. A review of bowhead whale (Balaena mysticetus) stock identity. Journal of Cetacean Research and Management 5:267-279.
    • (1992) Journal of Mammalogy , vol.73 , pp. 487-490
    • Rugh, D.1    Miller, G.2    Withrow, D.3    Koski, W.4
  • 52
    • 80053096969 scopus 로고    scopus 로고
    • Relatedness among individuals in BCB bowhead microsatellite samples
    • Paper SC/59/BRG20 presented to the, May 2007. Available from The International Whaling Commission, The Red House, 135 station Road, Impington, Cambridge, Cambridgeshire CB24 9NP, United Kingdom
    • skaug, H.J., and Givens, G.H. 2007. Relatedness among individuals in BCB bowhead microsatellite samples. Paper SC/59/BRG20 presented to the IWC Scientific Committee, May 2007. Available from The International Whaling Commission, The Red House, 135 station Road, Impington, Cambridge, Cambridgeshire CB24 9NP, United Kingdom.
    • (2007) IWC Scientific Committee
    • Skaug, H.J.1    Givens, G.H.2
  • 53
    • 43749105558 scopus 로고    scopus 로고
    • Linkage disequilibrium-understanding the evolutionary past and mapping the medical future
    • Genetics
    • slatkin, M. 2008. Linkage disequilibrium-understanding the evolutionary past and mapping the medical future. Nature Reviews. Genetics 9:477-485.
    • (2008) Nature Reviews , vol.9 , pp. 477-485
    • Slatkin, M.1
  • 54
    • 0001829304 scopus 로고
    • subsistence whaling. In: Burns, J.J., Montague, J.J., and Cowles, C.J., eds., special Publication No. 2. Lawrence, Kansas: Allen Press Inc.
    • Stoker, S.W., and Krupnik, I. 1993. subsistence whaling. In: Burns, J.J., Montague, J.J., and Cowles, C.J., eds. The bowhead whale. society for Marine Mammalogy, special Publication No. 2. Lawrence, Kansas: Allen Press Inc. 579-630.
    • (1993) The Bowhead Whale. Society for Marine Mammalogy , pp. 579-630
    • Stoker, S.W.1    Krupnik, I.2
  • 56
    • 38849164368 scopus 로고    scopus 로고
    • Apparent mutational hotspots and long distance linkage disequilibrium resulting from a bottleneck
    • doi:10.1111/j.1420-9101.2007.01490.x
    • Tenaillon, M.I., Austerlitz, F., and Tenaillon, O. 2008. Apparent mutational hotspots and long distance linkage disequilibrium resulting from a bottleneck. Journal of Evolutionary Biology 21:541-550, doi:10.1111/j.1420-9101. 2007.01490.x.
    • (2008) Journal of Evolutionary Biology , vol.21 , pp. 541-550
    • Tenaillon, M.I.1    Austerlitz, F.2    Tenaillon, O.3
  • 58
    • 0030088080 scopus 로고    scopus 로고
    • Microsatellite markers for the study of cetacean populations
    • Valsecchi, E., and Amos, W. 1996. Microsatellite markers for the study of cetacean populations. Molecular Ecology 5:151-156.
    • (1996) Molecular Ecology , vol.5 , pp. 151-156
    • Valsecchi, E.1    Amos, W.2
  • 59
    • 4344606590 scopus 로고    scopus 로고
    • Micro-checker: Software for identifying and correcting genotyping errors in microsatellite data
    • Van Oosterhout, C., Hutchinson, W.F., Wills, D.P., and shipley, P. 2004. MICRO-CHECKER: software for identifying and correcting genotyping errors in microsatellite data. Molecular Ecology Notes 4:535-538.
    • (2004) Molecular Ecology Notes , vol.4 , pp. 535-538
    • Van Oosterhout, C.1    Hutchinson, W.F.2    Wills, D.P.3    Shipley, P.4
  • 60
    • 39349112870 scopus 로고    scopus 로고
    • Population genetic variation and structure of the invasive weed Mikania micrantha in southern China: Consequences of rapid range expansion
    • Wang, T., Su, Y., and Chen, G. 2008. Population genetic variation and structure of the invasive weed Mikania micrantha in southern China: Consequences of rapid range expansion. Journal of Heredity 99:22-33.
    • (2008) Journal of Heredity , vol.99 , pp. 22-33
    • Wang, T.1    Su, Y.2    Chen, G.3
  • 61
    • 33645859299 scopus 로고    scopus 로고
    • What is a population? An empirical evaluation of some genetic methods for identifying the number of gene pools and their degree of connectivity
    • Waples, R.S., and Gaggiotti, O. 2006. What is a population? An empirical evaluation of some genetic methods for identifying the number of gene pools and their degree of connectivity. Molecular Ecology 15:1419-1439.
    • (2006) Molecular Ecology , vol.15 , pp. 1419-1439
    • Waples, R.S.1    Gaggiotti, O.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.