메뉴 건너뛰기




Volumn 64, Issue 4, 2010, Pages 607-615

Male mating history: Effects on female sexual responsiveness and reproductive success in the parasitoid wasp Spalangia endius

Author keywords

Male mating history; Mating system; Parasitoid wasp; Receptivity; Sex ratio; Virgin

Indexed keywords

FEMALE BEHAVIOR; MATING SUCCESS; PARASITOID; POLYANDRY; REPRODUCTION; REPRODUCTIVE STRATEGY; SEX RATIO; WASP;

EID: 77950524025     PISSN: 03405443     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00265-009-0878-3     Document Type: Article
Times cited : (39)

References (53)
  • 1
    • 0033830682 scopus 로고    scopus 로고
    • The evolution of polyandry: Multiple mating and female fitness in insects
    • Arnqvist G, Nilsson T (2000) The evolution of polyandry: multiple mating and female fitness in insects. Anim Behav 60: 145-164.
    • (2000) Anim Behav , vol.60 , pp. 145-164
    • Arnqvist, G.1    Nilsson, T.2
  • 2
    • 28944443112 scopus 로고    scopus 로고
    • Copulation, the dynamics of sperm transfer and female refractoriness in the leafhopper Balclutha incisa (Hemiptera: Cicadellidae: Deltocephalinae)
    • Bailey WJ, Nuhardiyati M (2005) Copulation, the dynamics of sperm transfer and female refractoriness in the leafhopper Balclutha incisa (Hemiptera: Cicadellidae: Deltocephalinae). Physiol Entomol 30: 343-352.
    • (2005) Physiol Entomol , vol.30 , pp. 343-352
    • Bailey, W.J.1    Nuhardiyati, M.2
  • 3
    • 0005756486 scopus 로고
    • Quantitative aspects of the effect of mating on readiness to lay in the Australian sheep blowfly, Lucilia cuprina
    • Barton Browne L, Smith PH, van Gerwen AC, Gillott C (1990) Quantitative aspects of the effect of mating on readiness to lay in the Australian sheep blowfly, Lucilia cuprina. J Ins Beh 3: 637-646.
    • (1990) J Ins Beh , vol.3 , pp. 637-646
    • Barton Browne, L.1    Smith, P.H.2    van Gerwen, A.C.3    Gillott, C.4
  • 4
    • 0842331005 scopus 로고    scopus 로고
    • Persistence of individually distinctive display patterns in fatigued side-blotched lizards (Uta stansburiana)
    • Brandt Y, Allen JR (2004) Persistence of individually distinctive display patterns in fatigued side-blotched lizards (Uta stansburiana). Behav Ecol Sociobiol 55: 257-265.
    • (2004) Behav Ecol Sociobiol , vol.55 , pp. 257-265
    • Brandt, Y.1    Allen, J.R.2
  • 5
    • 58149335069 scopus 로고    scopus 로고
    • Effects of age and repeated mating on male sperm supply and paternity in a parasitoid wasp
    • Bressac C, Thi Khanh HD, Chevrier C (2009) Effects of age and repeated mating on male sperm supply and paternity in a parasitoid wasp. Entomol Exp Appl 130: 207-213.
    • (2009) Entomol Exp Appl , vol.130 , pp. 207-213
    • Bressac, C.1    Thi Khanh, H.D.2    Chevrier, C.3
  • 7
    • 28544447147 scopus 로고    scopus 로고
    • Why do sperm-depleted parasitoid males continue to mate?
    • Damiens D, Boivin G (2005) Why do sperm-depleted parasitoid males continue to mate? Behav Ecol 17: 138-143.
    • (2005) Behav Ecol , vol.17 , pp. 138-143
    • Damiens, D.1    Boivin, G.2
  • 8
    • 0021565149 scopus 로고
    • Sex ratios of Spalangia endius (Hymenoptera: Pteromalidae), in relation to current theory
    • Donaldson JS, Walter GH (1984) Sex ratios of Spalangia endius (Hymenoptera: Pteromalidae), in relation to current theory. Ecol Entomol 9: 395-402.
    • (1984) Ecol Entomol , vol.9 , pp. 395-402
    • Donaldson, J.S.1    Walter, G.H.2
  • 9
    • 47649087959 scopus 로고    scopus 로고
    • Female agreement over male attractiveness is not affected by cost of mating with experienced males
    • Edvardsson M, Hunt J, Moore PJ, Moore AJ (2008) Female agreement over male attractiveness is not affected by cost of mating with experienced males. Behav Ecol 19: 854-859.
    • (2008) Behav Ecol , vol.19 , pp. 854-859
    • Edvardsson, M.1    Hunt, J.2    Moore, P.J.3    Moore, A.J.4
  • 10
    • 38149058934 scopus 로고    scopus 로고
    • Sexual inhibition in Spalangia endius males after mating and time for ejaculate replenishment
    • Fischer CR, King BH (2008) Sexual inhibition in Spalangia endius males after mating and time for ejaculate replenishment. J Insect Behav 21: 1-8.
    • (2008) J Insect Behav , vol.21 , pp. 1-8
    • Fischer, C.R.1    King, B.H.2
  • 11
    • 0030176682 scopus 로고    scopus 로고
    • Multiple mating and its effects in the lightbrown apple moth, Epiphyas postvittana (Walker)
    • Foster SP, Ayers RH (1996) Multiple mating and its effects in the lightbrown apple moth, Epiphyas postvittana (Walker). J Insect Physiol 42: 657-667.
    • (1996) J Insect Physiol , vol.42 , pp. 657-667
    • Foster, S.P.1    Ayers, R.H.2
  • 12
    • 0001174648 scopus 로고
    • Developmental history and reproduction of Spalangia cameroni, parasite of synanthropic flies
    • Gerling D, Legner EF (1968) Developmental history and reproduction of Spalangia cameroni, parasite of synanthropic flies. Ann Entomol Soc Am 61: 1436-1443.
    • (1968) Ann Entomol Soc Am , vol.61 , pp. 1436-1443
    • Gerling, D.1    Legner, E.F.2
  • 13
    • 4844224282 scopus 로고    scopus 로고
    • Male remating behavior and its effect on female reproductive fitness in Cnephasia jactatana Walker (Lepidoptera: Tortricidae)
    • Jimenez-Perez A, Wang Q (2004) Male remating behavior and its effect on female reproductive fitness in Cnephasia jactatana Walker (Lepidoptera: Tortricidae). J Insect Behav 17: 685-694.
    • (2004) J Insect Behav , vol.17 , pp. 685-694
    • Jimenez-Perez, A.1    Wang, Q.2
  • 14
    • 0033046606 scopus 로고    scopus 로고
    • Female remating propensity contingent on sexual cannibalism in sagebrush crickets, Cyphoderris strepitans: A mechanism of cryptic female choice
    • Johnson JC, Ivy TM, Sakaluk SK (1999) Female remating propensity contingent on sexual cannibalism in sagebrush crickets, Cyphoderris strepitans: a mechanism of cryptic female choice. Behav Ecol 10: 227-233.
    • (1999) Behav Ecol , vol.10 , pp. 227-233
    • Johnson, J.C.1    Ivy, T.M.2    Sakaluk, S.K.3
  • 15
    • 0028896370 scopus 로고
    • Female mate choice and mating costs in the polyandrous butterfly Pieris napi (Lepidoptera: Pieridae)
    • Kaitala A, Wiklund C (1995) Female mate choice and mating costs in the polyandrous butterfly Pieris napi (Lepidoptera: Pieridae). J Ins Beh 8: 355-363.
    • (1995) J Ins Beh , vol.8 , pp. 355-363
    • Kaitala, A.1    Wiklund, C.2
  • 16
    • 0028974199 scopus 로고
    • Field tests of the size-fitness hypothesis in the egg parasitoid Trichogramma pretiosum
    • Kazmer DJ, Luck RF (1995) Field tests of the size-fitness hypothesis in the egg parasitoid Trichogramma pretiosum. Ecology 76: 412-425.
    • (1995) Ecology , vol.76 , pp. 412-425
    • Kazmer, D.J.1    Luck, R.F.2
  • 17
    • 41049109840 scopus 로고    scopus 로고
    • The interrelationships between resource-holding potential, resource-value and reproductive success in territorial males: How much variation can we explain?
    • Kelly CD (2008) The interrelationships between resource-holding potential, resource-value and reproductive success in territorial males: how much variation can we explain? Behav Ecol Sociobiol 62: 855-871.
    • (2008) Behav Ecol Sociobiol , vol.62 , pp. 855-871
    • Kelly, C.D.1
  • 18
    • 0024186997 scopus 로고
    • Sex ratio manipulation in response to host size by the parasitoid wasp Spalangia cameroni: A laboratory study
    • King BH (1988) Sex ratio manipulation in response to host size by the parasitoid wasp Spalangia cameroni: a laboratory study. Evolution 42: 1190-1198.
    • (1988) Evolution , vol.42 , pp. 1190-1198
    • King, B.H.1
  • 19
    • 0001852499 scopus 로고
    • No intersexual differences in host size and species usage in Spalangia endius (Hymenoptera: Pteromalidae)
    • King BH (1991) No intersexual differences in host size and species usage in Spalangia endius (Hymenoptera: Pteromalidae). Great Lakes Entomol 24: 17-20.
    • (1991) Great Lakes Entomol , vol.24 , pp. 17-20
    • King, B.H.1
  • 20
    • 0036273876 scopus 로고    scopus 로고
    • Breeding strategies in females of the parasitoid wasp Spalangia endius: Effects of mating status and body size
    • King BH (2002) Breeding strategies in females of the parasitoid wasp Spalangia endius: effects of mating status and body size. J Insect Behav 15: 181-193.
    • (2002) J Insect Behav , vol.15 , pp. 181-193
    • King, B.H.1
  • 21
    • 33845238024 scopus 로고    scopus 로고
    • Mate location and the onset of sexual responsiveness in the parasitoid wasp Spalangia endius (Hymenoptera: Pteromalidae)
    • King BH (2006) Mate location and the onset of sexual responsiveness in the parasitoid wasp Spalangia endius (Hymenoptera: Pteromalidae). Environ Entomol 35: 1390-1395.
    • (2006) Environ Entomol , vol.35 , pp. 1390-1395
    • King, B.H.1
  • 22
    • 77950521795 scopus 로고    scopus 로고
    • No fitness consequence of experimentally induced polyandry in a monandrous wasp
    • (in press)
    • King BH, Bressac C (2009) No fitness consequence of experimentally induced polyandry in a monandrous wasp. Behaviour (in press).
    • (2009) Behaviour
    • King, B.H.1    Bressac, C.2
  • 23
    • 27744573318 scopus 로고    scopus 로고
    • Males mate guard in absentia through extended effects of postcopulatory courtship in the parasitoid wasp Spalangia endius
    • King BH, Fischer CR (2005) Males mate guard in absentia through extended effects of postcopulatory courtship in the parasitoid wasp Spalangia endius. J Ins Physiol 51: 1340-1345.
    • (2005) J Ins Physiol , vol.51 , pp. 1340-1345
    • King, B.H.1    Fischer, C.R.2
  • 24
    • 17644405522 scopus 로고    scopus 로고
    • Unattractiveness of mated females to males in the parasitoid wasp Spalangia endius
    • King BH, Saporito KB, Ellison JH, Bratzke RM (2005) Unattractiveness of mated females to males in the parasitoid wasp Spalangia endius. Behav Ecol Sociobiol 57: 350-356.
    • (2005) Behav Ecol Sociobiol , vol.57 , pp. 350-356
    • King, B.H.1    Saporito, K.B.2    Ellison, J.H.3    Bratzke, R.M.4
  • 25
    • 33646466215 scopus 로고    scopus 로고
    • The cost of mating with a non-virgin male in a monandrous butterfly: Experimental evidence from the speckled wood, Pararge aegeria
    • Lauwers K, van Dyck H (2006) The cost of mating with a non-virgin male in a monandrous butterfly: experimental evidence from the speckled wood, Pararge aegeria. Behav Ecol Sociobiol 60: 69-76.
    • (2006) Behav Ecol Sociobiol , vol.60 , pp. 69-76
    • Lauwers, K.1    van Dyck, H.2
  • 26
    • 34547680559 scopus 로고    scopus 로고
    • Ejaculate depletion patterns evolve in response to experimental manipulation of sex ratio in Drosophila melanogaster
    • Linklater JR, Wertheim B, Wigby S, Chapman T (2007) Ejaculate depletion patterns evolve in response to experimental manipulation of sex ratio in Drosophila melanogaster. Evolution 61: 2027-2034.
    • (2007) Evolution , vol.61 , pp. 2027-2034
    • Linklater, J.R.1    Wertheim, B.2    Wigby, S.3    Chapman, T.4
  • 27
    • 18944384817 scopus 로고    scopus 로고
    • Sexual selection and mating advantages in the giant sperm species, Drosophila bifurca
    • Luck N, Joly D (2005) Sexual selection and mating advantages in the giant sperm species, Drosophila bifurca. J Ins Sci 5: 10.
    • (2005) J Ins Sci , vol.5 , pp. 10
    • Luck, N.1    Joly, D.2
  • 28
    • 33846815063 scopus 로고    scopus 로고
    • Effects of different male remating intervals on the reproductive success of Choristoneura rosaceana males and females
    • Marcotte M, Delisle J, McNeil JN (2007) Effects of different male remating intervals on the reproductive success of Choristoneura rosaceana males and females. J Insect Physiol 53: 139-145.
    • (2007) J Insect Physiol , vol.53 , pp. 139-145
    • Marcotte, M.1    Delisle, J.2    McNeil, J.N.3
  • 29
    • 0018178959 scopus 로고
    • Male mating experience and competitive courtship success in Drosophila melanogaster
    • Markow TA, Quaid M, Kerr S (1978) Male mating experience and competitive courtship success in Drosophila melanogaster. Nature 276: 821-822.
    • (1978) Nature , vol.276 , pp. 821-822
    • Markow, T.A.1    Quaid, M.2    Kerr, S.3
  • 30
    • 34447618567 scopus 로고    scopus 로고
    • Unequal distribution of local mating opportunities in an egg parasitoid
    • Martel V, Boivin G (2007) Unequal distribution of local mating opportunities in an egg parasitoid. Ecol Entomol 32: 393-398.
    • (2007) Ecol Entomol , vol.32 , pp. 393-398
    • Martel, V.1    Boivin, G.2
  • 31
    • 34248336551 scopus 로고    scopus 로고
    • No cost of male mating experience on female reproductive success in the almond moth, Cadra cautella (Lepidoptera; Pyralidae)
    • McNamara KB, Jones TM, Elgar MA (2007) No cost of male mating experience on female reproductive success in the almond moth, Cadra cautella (Lepidoptera; Pyralidae). Behav Ecol Sociobiol 61: 1177-1184.
    • (2007) Behav Ecol Sociobiol , vol.61 , pp. 1177-1184
    • McNamara, K.B.1    Jones, T.M.2    Elgar, M.A.3
  • 32
    • 1542319024 scopus 로고    scopus 로고
    • Sexual conflict and cooperation under naturally occurring male enforced monogamy
    • Montrose VT, Harris WE, Moore PJ (2004) Sexual conflict and cooperation under naturally occurring male enforced monogamy. J Evol Biol 17: 443-452.
    • (2004) J Evol Biol , vol.17 , pp. 443-452
    • Montrose, V.T.1    Harris, W.E.2    Moore, P.J.3
  • 33
    • 0000526789 scopus 로고
    • Span of female emergence and male sperm depletion in the female-biased, quasi-gregarious parasitoid, Pachycrepoideus vindemiae
    • Nadel H, Luck R (1985) Span of female emergence and male sperm depletion in the female-biased, quasi-gregarious parasitoid, Pachycrepoideus vindemiae. Ann Entomol Soc Am 78: 410-414.
    • (1985) Ann Entomol Soc Am , vol.78 , pp. 410-414
    • Nadel, H.1    Luck, R.2
  • 34
    • 0000408296 scopus 로고
    • Is sperm cheap? Limited male fertility and female choice in the lemon tetra (Pisces, Characidae)
    • Nakatsuru K, Kramer DL (1982) Is sperm cheap? Limited male fertility and female choice in the lemon tetra (Pisces, Characidae). Science 216: 753-755.
    • (1982) Science , vol.216 , pp. 753-755
    • Nakatsuru, K.1    Kramer, D.L.2
  • 35
    • 0002243287 scopus 로고    scopus 로고
    • Offspring sex ratio response to host size in the parasitoid wasp Spalangia endius
    • Napoleon ME, King BH (1999) Offspring sex ratio response to host size in the parasitoid wasp Spalangia endius. Behav Ecol Sociobiol 46: 325-332.
    • (1999) Behav Ecol Sociobiol , vol.46 , pp. 325-332
    • Napoleon, M.E.1    King, B.H.2
  • 36
    • 39049105224 scopus 로고    scopus 로고
    • Patterns of paternity and group fission in wild multimale mountain gorilla groups
    • Nsubuga AM, Robbins MM, Boesch C, Vigilant L (2008) Patterns of paternity and group fission in wild multimale mountain gorilla groups. Amer J Phys Anthropol 135: 263-274.
    • (2008) Amer J Phys Anthropol , vol.135 , pp. 263-274
    • Nsubuga, A.M.1    Robbins, M.M.2    Boesch, C.3    Vigilant, L.4
  • 37
    • 43749122777 scopus 로고    scopus 로고
    • Reproductive trade-offs from mating with a successful male: The case of the tephritid fly Anastrepha obliqua
    • Perez-Staples D, Aluja M, Macias-Ordonez R, Sivinski J (2008) Reproductive trade-offs from mating with a successful male: the case of the tephritid fly Anastrepha obliqua. Behav Ecol Sociobiol 62: 1333-1340.
    • (2008) Behav Ecol Sociobiol , vol.62 , pp. 1333-1340
    • Perez-Staples, D.1    Aluja, M.2    Macias-Ordonez, R.3    Sivinski, J.4
  • 38
    • 0027333303 scopus 로고
    • Clutch size and mating frequency in parasitic Hymenoptera
    • Ridley M (1993) Clutch size and mating frequency in parasitic Hymenoptera. Am Nat 142: 893-910.
    • (1993) Am Nat , vol.142 , pp. 893-910
    • Ridley, M.1
  • 39
    • 38849124362 scopus 로고    scopus 로고
    • Interspecific variation in ejaculate allocation and associated effects on female fitness in seed beetles
    • Rönn JL, Katvala M, Arnqvist G (2008) Interspecific variation in ejaculate allocation and associated effects on female fitness in seed beetles. J Evol Biol 21: 461-470.
    • (2008) J Evol Biol , vol.21 , pp. 461-470
    • Rönn, J.L.1    Katvala, M.2    Arnqvist, G.3
  • 41
    • 70349431210 scopus 로고    scopus 로고
    • Quantity matters: Male sex pheromone signals mate quality in the parasitic wasp Nasonia vitripennis
    • Ruther J, Matschke M, Garbe L-A, Steiner S (2009) Quantity matters: male sex pheromone signals mate quality in the parasitic wasp Nasonia vitripennis. Proc Roy Soc B 276: 3303-3310.
    • (2009) Proc Roy Soc B , vol.276 , pp. 3303-3310
    • Ruther, J.1    Matschke, M.2    Garbe, L.-A.3    Steiner, S.4
  • 42
    • 0032993210 scopus 로고    scopus 로고
    • The effect of male mating history on paternal investment, fecundity and female remating in the seed beetle Callosobruchus maculatus
    • Savalli UM, Fox CW (1999) The effect of male mating history on paternal investment, fecundity and female remating in the seed beetle Callosobruchus maculatus. Funct Ecol 13: 169-177.
    • (1999) Funct Ecol , vol.13 , pp. 169-177
    • Savalli, U.M.1    Fox, C.W.2
  • 43
    • 0033665816 scopus 로고    scopus 로고
    • Are virgin male lepidopterans more successful in mate acquisition than previously mated individuals: A study of the European corn borer Ostrinia nubilalis (Lepidoptera: Pyralidae)
    • Schlaepfer MA, McNeil JN (2000) Are virgin male lepidopterans more successful in mate acquisition than previously mated individuals: a study of the European corn borer Ostrinia nubilalis (Lepidoptera: Pyralidae). Can J Zool 78: 2045-2050.
    • (2000) Can J Zool , vol.78 , pp. 2045-2050
    • Schlaepfer, M.A.1    McNeil, J.N.2
  • 44
    • 28544447637 scopus 로고    scopus 로고
    • Plumage brightness predicts male mating success in the lekking golden-collared manakin, Manacus vitellinus
    • Stein AC, Uy JAC (2006) Plumage brightness predicts male mating success in the lekking golden-collared manakin, Manacus vitellinus. Behav Ecol 17: 41-47.
    • (2006) Behav Ecol , vol.17 , pp. 41-47
    • Stein, A.C.1    Uy, J.A.C.2
  • 45
    • 66149131527 scopus 로고    scopus 로고
    • How important is sex for females of a haplodiploid species under local mate competition?
    • Steiner S, Ruther J (2009) How important is sex for females of a haplodiploid species under local mate competition? Behav Ecol 20: 570-574.
    • (2009) Behav Ecol , vol.20 , pp. 570-574
    • Steiner, S.1    Ruther, J.2
  • 46
    • 38349068465 scopus 로고    scopus 로고
    • Mating with sperm-depleted males does not increase female mating frequency in the parasitoid Lariophagus distinguendus
    • Steiner S, Henrich N, Ruther J (2008) Mating with sperm-depleted males does not increase female mating frequency in the parasitoid Lariophagus distinguendus. Entomol Exp Appl 126: 131-137.
    • (2008) Entomol Exp Appl , vol.126 , pp. 131-137
    • Steiner, S.1    Henrich, N.2    Ruther, J.3
  • 47
    • 0034724202 scopus 로고    scopus 로고
    • Mating experience and juvenile hormone enhance sexual signaling and mating in male Caribbean fruit flies
    • Teal PEA, Gomez-Simuta Y, Proveaux AT (2000) Mating experience and juvenile hormone enhance sexual signaling and mating in male Caribbean fruit flies. Proc Natl Acad Sci U S A 97: 3708-3712.
    • (2000) Proc Natl Acad Sci U S A , vol.97 , pp. 3708-3712
    • Teal, P.E.A.1    Gomez-Simuta, Y.2    Proveaux, A.T.3
  • 48
    • 17644425754 scopus 로고    scopus 로고
    • Male mating history and female fecundity in the Lepidoptera: Do male virgins make better partners?
    • Torres-Vila LM, Jennions MD (2005) Male mating history and female fecundity in the Lepidoptera: do male virgins make better partners? Behav Ecol Sociobiol 57: 318-326.
    • (2005) Behav Ecol Sociobiol , vol.57 , pp. 318-326
    • Torres-Vila, L.M.1    Jennions, M.D.2
  • 49
    • 85068409711 scopus 로고
    • Parental investment and sexual selection
    • B. G. Campbell (Ed.), Chicago: Aldine
    • Trivers RL (1972) Parental investment and sexual selection. In: Campbell BG (ed) Sexual selection and the descent of man, 1871-1971. Aldine, Chicago, pp 136-179.
    • (1972) Sexual Selection and the Descent of Man, 1871-1971 , pp. 136-179
    • Trivers, R.L.1
  • 50
    • 3042739857 scopus 로고    scopus 로고
    • Male age, mating status and nuptial gift quality in a bushcricket
    • Wedell N, Ritchie MG (2004) Male age, mating status and nuptial gift quality in a bushcricket. Anim Behav 67: 1059-1065.
    • (2004) Anim Behav , vol.67 , pp. 1059-1065
    • Wedell, N.1    Ritchie, M.G.2
  • 51
    • 0037297822 scopus 로고    scopus 로고
    • Information acquisition and time allocation in insect parasitoids
    • van Alphen JJM, Bernstein C, Driessen G (2003) Information acquisition and time allocation in insect parasitoids. Trends Ecol Evol 18: 81-87.
    • (2003) Trends Ecol Evol , vol.18 , pp. 81-87
    • van Alphen, J.J.M.1    Bernstein, C.2    Driessen, G.3
  • 52
    • 85047683172 scopus 로고    scopus 로고
    • The gifts that keep on giving: Physiological functions and evolutionary dynamics of male seminal proteins in Drosophila
    • Wolfner M (2002) The gifts that keep on giving: physiological functions and evolutionary dynamics of male seminal proteins in Drosophila. Heredity 88: 85-93.
    • (2002) Heredity , vol.88 , pp. 85-93
    • Wolfner, M.1
  • 53
    • 0004252445 scopus 로고    scopus 로고
    • 4, Englewood Cliffs: Prentice Hall
    • Zar J (1999) Biostatistical analysis, 4th edn. Prentice Hall, Englewood Cliffs.
    • (1999) Biostatistical Analysis
    • Zar, J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.