메뉴 건너뛰기




Volumn 3, Issue 13, 2013, Pages 4326-4338

A multievent approach to estimating pair fidelity and heterogeneity in state transitions

Author keywords

Great tit; Heterogeneous recapture rates; Multievent mark recapture modeling; Survival

Indexed keywords


EID: 84887515420     PISSN: None     EISSN: 20457758     Source Type: Journal    
DOI: 10.1002/ece3.729     Document Type: Article
Times cited : (22)

References (63)
  • 1
    • 0036638567 scopus 로고    scopus 로고
    • Avoiding pitfalls when using information theoretic methods
    • Anderson, D. R., and K. P. Burnham. 2002. Avoiding pitfalls when using information theoretic methods. J. Wildl. Manage. 66:912-918.
    • (2002) J. Wildl. Manage. , vol.66 , pp. 912-918
    • Anderson, D.R.1    Burnham, K.P.2
  • 2
    • 33745521823 scopus 로고    scopus 로고
    • Breeding dispersal of great tits Parus major in homogeneous habitat: effects of sex, age, and mating status
    • Andreu, J., and E. Barba. 2006. Breeding dispersal of great tits Parus major in homogeneous habitat: effects of sex, age, and mating status. Ardea 94:45-58.
    • (2006) Ardea , vol.94 , pp. 45-58
    • Andreu, J.1    Barba, E.2
  • 3
    • 84863002043 scopus 로고    scopus 로고
    • When can we ignore the problem of imperfect detection in comparative studies?
    • Archaux, F., P. Y. Henry, and O. Gimenez. 2012. When can we ignore the problem of imperfect detection in comparative studies? Methods Ecol. Evol. 3:188-194.
    • (2012) Methods Ecol. Evol. , vol.3 , pp. 188-194
    • Archaux, F.1    Henry, P.Y.2    Gimenez, O.3
  • 4
    • 51249190629 scopus 로고
    • Parameter estimates from mark recapture experiments on 2 population subject to migration and death
    • Arnason, A. N. 1972. Parameter estimates from mark recapture experiments on 2 population subject to migration and death. Res. Popul. Ecol. (Tokyo) 13:97-113.
    • (1972) Res. Popul. Ecol. (Tokyo) , vol.13 , pp. 97-113
    • Arnason, A.N.1
  • 5
    • 51249190998 scopus 로고
    • The estimation of population size migration rates and survival in a stratified population
    • Arnason, A. N. 1973. The estimation of population size migration rates and survival in a stratified population. Res. Popul. Ecol. (Tokyo) 15:1-8.
    • (1973) Res. Popul. Ecol. (Tokyo) , vol.15 , pp. 1-8
    • Arnason, A.N.1
  • 7
    • 0942278774 scopus 로고    scopus 로고
    • Implications of mate search, mate choice and divorce rate for population dynamics of sexually reproducing species
    • Berec, L., and D. S. Boukal. 2004. Implications of mate search, mate choice and divorce rate for population dynamics of sexually reproducing species. Oikos 104:122-132.
    • (2004) Oikos , vol.104 , pp. 122-132
    • Berec, L.1    Boukal, D.S.2
  • 10
    • 83655172678 scopus 로고    scopus 로고
    • The forms and fitness cost of senescence: age-specific recapture, survival, reproduction, and reproductive value in a wild bird population
    • Bouwhuis, S., R. Choquet, B. C. Sheldon, and S. Verhulst. 2012. The forms and fitness cost of senescence: age-specific recapture, survival, reproduction, and reproductive value in a wild bird population. Am. Nat. 179:15-27.
    • (2012) Am. Nat. , vol.179 , pp. 15-27
    • Bouwhuis, S.1    Choquet, R.2    Sheldon, B.C.3    Verhulst, S.4
  • 11
    • 0036149163 scopus 로고    scopus 로고
    • Individual covariation in life-history traits: seeing the trees despite the forest
    • Cam, E., W. A. Link, E. G. Cooch, J. Y. Monnat, and E. Danchin. 2002. Individual covariation in life-history traits: seeing the trees despite the forest. Am. Nat. 159:96-105.
    • (2002) Am. Nat. , vol.159 , pp. 96-105
    • Cam, E.1    Link, W.A.2    Cooch, E.G.3    Monnat, J.Y.4    Danchin, E.5
  • 12
    • 84858751570 scopus 로고    scopus 로고
    • Boldness, trappability and sampling bias in wild lizards
    • Carter, A. J., R. Heinsohn, A. W. Goldizen, and P. A. Biro. 2012. Boldness, trappability and sampling bias in wild lizards. Anim. Behav. 83:1051-1058.
    • (2012) Anim. Behav. , vol.83 , pp. 1051-1058
    • Carter, A.J.1    Heinsohn, R.2    Goldizen, A.W.3    Biro, P.A.4
  • 13
    • 84859157105 scopus 로고    scopus 로고
    • A hybrid symbolic-numerical method for determining model structure
    • Choquet, R., and D. J. Cole. 2012. A hybrid symbolic-numerical method for determining model structure. Math. Biosci. 236:117-125.
    • (2012) Math. Biosci. , vol.236 , pp. 117-125
    • Choquet, R.1    Cole, D.J.2
  • 16
    • 72049126989 scopus 로고    scopus 로고
    • U-CARE: utilities for performing goodness of fit tests and manipulating capture-recapture data
    • Choquet, R., J. D. Lebreton, O. Gimenez, A. M. Reboulet, and R. Pradel. 2009a. U-CARE: utilities for performing goodness of fit tests and manipulating capture-recapture data. Ecography 32:1071-1074.
    • (2009) Ecography , vol.32 , pp. 1071-1074
    • Choquet, R.1    Lebreton, J.D.2    Gimenez, O.3    Reboulet, A.M.4    Pradel, R.5
  • 17
    • 63849180978 scopus 로고    scopus 로고
    • Program E-SURGE: a software application for fitting multievent models
    • Pp. - in D. L. Thomson, E. G. Cooch and M. J. Conroy, eds. Springer, Dunedin, New Zealand.
    • Choquet, R., L. Rouan, and R. Pradel. 2009b. Program E-SURGE: a software application for fitting multievent models. Pp. 845-865 in D. L. Thomson, E. G. Cooch and M. J. Conroy, eds. Modeling demographic processes in marked populations. Springer, Dunedin, New Zealand.
    • (2009) Modeling demographic processes in marked populations , pp. 845-865
    • Choquet, R.1    Rouan, L.2    Pradel, R.3
  • 18
    • 0028975970 scopus 로고
    • Divorce in birds - a review of the hypotheses
    • Choudhury, S. 1995. Divorce in birds - a review of the hypotheses. Anim. Behav. 50:413-429.
    • (1995) Anim. Behav. , vol.50 , pp. 413-429
    • Choudhury, S.1
  • 19
    • 0000899588 scopus 로고
    • Estimates of survival from sighting of marked animals
    • Cormack, R. M. 1964. Estimates of survival from sighting of marked animals. Biometrika 51:429-438.
    • (1964) Biometrika , vol.51 , pp. 429-438
    • Cormack, R.M.1
  • 20
    • 45449112324 scopus 로고    scopus 로고
    • Is heterogeneity of catchability in capture-recapture studies a mere sampling artifact or a biologically relevant feature of the population?
    • Crespin, L., R. Choquet, M. Lima, J. Merritt, and R. Pradel. 2008. Is heterogeneity of catchability in capture-recapture studies a mere sampling artifact or a biologically relevant feature of the population? Popul. Ecol. 50:247-256.
    • (2008) Popul. Ecol. , vol.50 , pp. 247-256
    • Crespin, L.1    Choquet, R.2    Lima, M.3    Merritt, J.4    Pradel, R.5
  • 22
    • 77954168018 scopus 로고    scopus 로고
    • Importance of accounting for detection heterogeneity when estimating abundance: the case of french wolves
    • Cubaynes, S., R. Pradel, R. Choquet, C. Duchamp, J.-M. Gaillard, J.-D. Lebreton, et al. 2010. Importance of accounting for detection heterogeneity when estimating abundance: the case of french wolves. Conserv. Biol. 24:621-626.
    • (2010) Conserv. Biol. , vol.24 , pp. 621-626
    • Cubaynes, S.1    Pradel, R.2    Choquet, R.3    Duchamp, C.4    Gaillard, J.-M.5    Lebreton, J.-D.6
  • 23
    • 0025207335 scopus 로고
    • Alliances in winter flocks of willow tits - effects of rank on survival and reproductive success in male-female associations
    • Ekman, J. 1990. Alliances in winter flocks of willow tits - effects of rank on survival and reproductive success in male-female associations. Behav. Ecol. Sociobiol. 26:239-245.
    • (1990) Behav. Ecol. Sociobiol. , vol.26 , pp. 239-245
    • Ekman, J.1
  • 24
    • 0027503794 scopus 로고
    • Divorce in the long-lived and monogamous oystercatcher, Haematopus ostralegus - incompatibility or choosing the better option
    • Ens, B. J., U. N. Safriel, and M. P. Harris. 1993. Divorce in the long-lived and monogamous oystercatcher, Haematopus ostralegus - incompatibility or choosing the better option. Anim. Behav. 45:1199-1217.
    • (1993) Anim. Behav. , vol.45 , pp. 1199-1217
    • Ens, B.J.1    Safriel, U.N.2    Harris, M.P.3
  • 25
    • 84859102397 scopus 로고    scopus 로고
    • Bias in estimation of adult survival and asymptotic population growth rate caused by undetected capture heterogeneity
    • Fletcher, D., J.-D. Lebreton, L. Marescot, M. Schaub, O. Gimenez, S. Dawson, et al. 2012. Bias in estimation of adult survival and asymptotic population growth rate caused by undetected capture heterogeneity. Methods Ecol. Evol. 3:206-216.
    • (2012) Methods Ecol. Evol. , vol.3 , pp. 206-216
    • Fletcher, D.1    Lebreton, J.-D.2    Marescot, L.3    Schaub, M.4    Gimenez, O.5    Dawson, S.6
  • 26
    • 0033011287 scopus 로고    scopus 로고
    • Philopatry, nest-site tenacity, and mate fidelity of semipalmated plovers
    • Flynn, L., E. Nol, and Y. Zharikov. 1999. Philopatry, nest-site tenacity, and mate fidelity of semipalmated plovers. J. Avian Biol. 30:47-55.
    • (1999) J. Avian Biol. , vol.30 , pp. 47-55
    • Flynn, L.1    Nol, E.2    Zharikov, Y.3
  • 27
    • 0026269141 scopus 로고
    • The effect of mate change and new partner's age on reproductive success in the barnacle goose, Branta leucopsis
    • Forslund, P., and K. Larsson. 1991. The effect of mate change and new partner's age on reproductive success in the barnacle goose, Branta leucopsis. Behav. Ecol. 2:116-122.
    • (1991) Behav. Ecol. , vol.2 , pp. 116-122
    • Forslund, P.1    Larsson, K.2
  • 28
    • 0036434954 scopus 로고    scopus 로고
    • Pair bond duration influences paternal provisioning and the primary sex ratio of brown thornbill broods
    • Green, D. J. 2002. Pair bond duration influences paternal provisioning and the primary sex ratio of brown thornbill broods. Anim. Behav. 64:791-800.
    • (2002) Anim. Behav. , vol.64 , pp. 791-800
    • Green, D.J.1
  • 29
    • 0345448357 scopus 로고    scopus 로고
    • Modeling dispersal with capture-recapture data: disentangling decisions of leaving and settlement
    • Grosbois, V., and G. Tavecchia. 2003. Modeling dispersal with capture-recapture data: disentangling decisions of leaving and settlement. Ecology 84:1225-1236.
    • (2003) Ecology , vol.84 , pp. 1225-1236
    • Grosbois, V.1    Tavecchia, G.2
  • 30
    • 17144431451 scopus 로고    scopus 로고
    • North Atlantic climate variation influences survival in adult fulmars
    • Grosbois, V., and P. M. Thompson. 2005. North Atlantic climate variation influences survival in adult fulmars. Oikos 109:273-290.
    • (2005) Oikos , vol.109 , pp. 273-290
    • Grosbois, V.1    Thompson, P.M.2
  • 31
    • 0032699054 scopus 로고    scopus 로고
    • The importance of pair duration and biparental care to reproductive success in the monogamous Australian magpie-lark
    • Hall, M. L. 1999. The importance of pair duration and biparental care to reproductive success in the monogamous Australian magpie-lark. Aust. J. Zool. 47:439-454.
    • (1999) Aust. J. Zool. , vol.47 , pp. 439-454
    • Hall, M.L.1
  • 32
    • 0003112729 scopus 로고    scopus 로고
    • Mate fidelity and divorce in ptarmigan: polygyny avoidance on the tundra
    • Pp. - in J. M. Black, ed. Oxford Univ. Press, Oxford, U.K.
    • Hannon, S., and K. Martin. 1996. Mate fidelity and divorce in ptarmigan: polygyny avoidance on the tundra. Pp. 192-211 in J. M. Black, ed. Partnerships in birds: the study of monogamy. Oxford Univ. Press, Oxford, U.K.
    • (1996) Partnerships in birds: the study of monogamy , pp. 192-211
    • Hannon, S.1    Martin, K.2
  • 33
    • 0036900207 scopus 로고    scopus 로고
    • On the correlation between heterozygosity and fitness in natural populations
    • Hansson, B., and L. Westerberg. 2002. On the correlation between heterozygosity and fitness in natural populations. Mol. Ecol. 11:2467-2474.
    • (2002) Mol. Ecol. , vol.11 , pp. 2467-2474
    • Hansson, B.1    Westerberg, L.2
  • 34
    • 38149102577 scopus 로고    scopus 로고
    • Familiarity between mates improves few aspects of reproductive performance in house sparrows
    • Hatch, M. I., and D. F. Westneat. 2008. Familiarity between mates improves few aspects of reproductive performance in house sparrows. Behaviour 145:365-376.
    • (2008) Behaviour , vol.145 , pp. 365-376
    • Hatch, M.I.1    Westneat, D.F.2
  • 35
    • 0026046726 scopus 로고
    • Estimates of movement and site fidelity using mark resight data of wintering Canada geese
    • Hestbeck, J. B., J. D. Nichols, and R. A. Malecki. 1991. Estimates of movement and site fidelity using mark resight data of wintering Canada geese. Ecology 72:523-533.
    • (1991) Ecology , vol.72 , pp. 523-533
    • Hestbeck, J.B.1    Nichols, J.D.2    Malecki, R.A.3
  • 36
    • 76549200437 scopus 로고
    • Explicit estimates from capture-recapture data with both death and immigration-stochastic model
    • Jolly, G. M. 1965. Explicit estimates from capture-recapture data with both death and immigration-stochastic model. Biometrika 52:225-247.
    • (1965) Biometrika , vol.52 , pp. 225-247
    • Jolly, G.M.1
  • 37
    • 79952441419 scopus 로고    scopus 로고
    • A capture-recapture model with double-marking, live and dead encounters, and heterogeneity of reporting due to auxiliary mark loss
    • Juillet, C., R. Choquet, G. Gauthier, and R. Pradel. 2011. A capture-recapture model with double-marking, live and dead encounters, and heterogeneity of reporting due to auxiliary mark loss. J. Agric. Biol. Environ. Stat. 16:88-104.
    • (2011) J. Agric. Biol. Environ. Stat. , vol.16 , pp. 88-104
    • Juillet, C.1    Choquet, R.2    Gauthier, G.3    Pradel, R.4
  • 38
    • 79959649417 scopus 로고    scopus 로고
    • Estimating dyad association probability under imperfect and heterogeneous detection
    • Klaich, M. J., P. G. Kinas, S. N. Pedraza, M. A. Coscarella, and E. A. Crespo. 2011. Estimating dyad association probability under imperfect and heterogeneous detection. Ecol. Model. 222:2642-2650.
    • (2011) Ecol. Model. , vol.222 , pp. 2642-2650
    • Klaich, M.J.1    Kinas, P.G.2    Pedraza, S.N.3    Coscarella, M.A.4    Crespo, E.A.5
  • 39
    • 80053654376 scopus 로고    scopus 로고
    • Fitness effects of endemic malaria infections in a wild bird population: the importance of ecological structure
    • Lachish, S., S. C. L. Knowles, R. Alves, M. J. Wood, and B. C. Sheldon. 2011. Fitness effects of endemic malaria infections in a wild bird population: the importance of ecological structure. J. Anim. Ecol. 80:1196-1206.
    • (2011) J. Anim. Ecol. , vol.80 , pp. 1196-1206
    • Lachish, S.1    Knowles, S.C.L.2    Alves, R.3    Wood, M.J.4    Sheldon, B.C.5
  • 40
    • 0036151877 scopus 로고    scopus 로고
    • Multistate recapture models: modelling incomplete Individual histories
    • Lebreton, J. D., and R. Pradel. 2002. Multistate recapture models: modelling incomplete Individual histories. J. Appl. Stat. 29:353-369.
    • (2002) J. Appl. Stat. , vol.29 , pp. 353-369
    • Lebreton, J.D.1    Pradel, R.2
  • 41
    • 0030973282 scopus 로고    scopus 로고
    • Mate protection and winter pair bonds in black-capped chickadees
    • Lemmon, D., M. L. Withiam, and C. P. L. Barkan. 1997. Mate protection and winter pair bonds in black-capped chickadees. Condor 99:424-433.
    • (1997) Condor , vol.99 , pp. 424-433
    • Lemmon, D.1    Withiam, M.L.2    Barkan, C.P.L.3
  • 42
    • 51649118555 scopus 로고    scopus 로고
    • Effects of site fidelity and breeding performance on mate retention in a short-lived passerine, the tree swallow Thachycineta bicolor
    • Llambias, P. E., P. Wrege, and D. W. Winkler. 2008. Effects of site fidelity and breeding performance on mate retention in a short-lived passerine, the tree swallow Thachycineta bicolor. J. Avian Biol. 39:493-499.
    • (2008) J. Avian Biol. , vol.39 , pp. 493-499
    • Llambias, P.E.1    Wrege, P.2    Winkler, D.W.3
  • 43
    • 77954494384 scopus 로고    scopus 로고
    • A two-sex demographic model with single-dependent divorce rate
    • Maxin, D., and L. Berec. 2010. A two-sex demographic model with single-dependent divorce rate. J. Theor. Biol. 265:647-656.
    • (2010) J. Theor. Biol. , vol.265 , pp. 647-656
    • Maxin, D.1    Berec, L.2
  • 45
    • 33847795363 scopus 로고    scopus 로고
    • Pair duration, breeding success and divorce in a long-lived seabird: benefits of mate familiarity?
    • Naves, L. C., E. Cam, and J. Y. Monnat. 2007. Pair duration, breeding success and divorce in a long-lived seabird: benefits of mate familiarity? Anim. Behav. 73:433-444.
    • (2007) Anim. Behav. , vol.73 , pp. 433-444
    • Naves, L.C.1    Cam, E.2    Monnat, J.Y.3
  • 46
    • 0028163240 scopus 로고
    • Estimating breeding proportions and testing hypotheses about costs of reproduction with capture recapture data
    • Nichols, J. D., J. E. Hines, K. H. Pollock, R. L. Hinz, and W. A. Link. 1994. Estimating breeding proportions and testing hypotheses about costs of reproduction with capture recapture data. Ecology 75:2052-2065.
    • (1994) Ecology , vol.75 , pp. 2052-2065
    • Nichols, J.D.1    Hines, J.E.2    Pollock, K.H.3    Hinz, R.L.4    Link, W.A.5
  • 47
    • 84859486705 scopus 로고    scopus 로고
    • Mate loss affects survival but not breeding in black brant geese
    • Nicolai, C. A., J. S. Sedinger, D. H. Ward, and W. S. Boyd. 2012. Mate loss affects survival but not breeding in black brant geese. Behav. Ecol. 23:643-648.
    • (2012) Behav. Ecol. , vol.23 , pp. 643-648
    • Nicolai, C.A.1    Sedinger, J.S.2    Ward, D.H.3    Boyd, W.S.4
  • 48
    • 13444266153 scopus 로고    scopus 로고
    • Pair bond and breeding success in blue tits Parus caeruleus and great tits Parus major
    • Pampus, M., K. H. Schmidt, and W. Wiltschko. 2005. Pair bond and breeding success in blue tits Parus caeruleus and great tits Parus major. Ibis 147:92-108.
    • (2005) Ibis , vol.147 , pp. 92-108
    • Pampus, M.1    Schmidt, K.H.2    Wiltschko, W.3
  • 49
    • 20744432315 scopus 로고    scopus 로고
    • Multievent: an extension of multistate capture-recapture models to uncertain states
    • Pradel, R. 2005. Multievent: an extension of multistate capture-recapture models to uncertain states. Biometrics 61:442-447.
    • (2005) Biometrics , vol.61 , pp. 442-447
    • Pradel, R.1
  • 52
    • 33750144462 scopus 로고    scopus 로고
    • Burrow and mate fidelity in the little penguin Eudyptula minor at Lion Island, New South Wales, Australia
    • Rogers, T., and C. Knight. 2006. Burrow and mate fidelity in the little penguin Eudyptula minor at Lion Island, New South Wales, Australia. Ibis 148:801-806.
    • (2006) Ibis , vol.148 , pp. 801-806
    • Rogers, T.1    Knight, C.2
  • 53
    • 84887508475 scopus 로고    scopus 로고
    • Apports des chaines de Markov cachées à l'analyse de données de capture recapture. Ph.D. thesis, Montpellier Univ., Montpellier, France.
    • Rouan, L. 2007. Apports des chaines de Markov cachées à l'analyse de données de capture recapture. Ph.D. thesis, Montpellier Univ., Montpellier, France.
    • (2007)
    • Rouan, L.1
  • 54
    • 77951718264 scopus 로고    scopus 로고
    • A general framework for modeling memory in capture-recapture data
    • Rouan, L., R. Choquet, and R. Pradel. 2009. A general framework for modeling memory in capture-recapture data. J. Agric. Biol. Environ. Stat. 14:338-355.
    • (2009) J. Agric. Biol. Environ. Stat. , vol.14 , pp. 338-355
    • Rouan, L.1    Choquet, R.2    Pradel, R.3
  • 55
    • 76549219043 scopus 로고
    • A note on multiple-recapture census
    • Seber, G. A. F. 1965. A note on multiple-recapture census. Biometrika 52:249-259.
    • (1965) Biometrika , vol.52 , pp. 249-259
    • Seber, G.A.F.1
  • 57
    • 31844433635 scopus 로고    scopus 로고
    • The importance of mate behavioural compatibility in parenting and reproductive success by cockatiels, Nymphicus hollandicus
    • Spoon, T. R., J. R. Millam, and D. H. Owings. 2006. The importance of mate behavioural compatibility in parenting and reproductive success by cockatiels, Nymphicus hollandicus. Anim. Behav. 71:315-326.
    • (2006) Anim. Behav. , vol.71 , pp. 315-326
    • Spoon, T.R.1    Millam, J.R.2    Owings, D.H.3
  • 60
    • 0035133493 scopus 로고    scopus 로고
    • Sex- and age-related variation in survival and cost of first reproduction in greater flamingos
    • Tavecchia, G., R. Pradel, V. Boy, A. R. Johnson, and F. Cezilly. 2001. Sex- and age-related variation in survival and cost of first reproduction in greater flamingos. Ecology 82:165-174.
    • (2001) Ecology , vol.82 , pp. 165-174
    • Tavecchia, G.1    Pradel, R.2    Boy, V.3    Johnson, A.R.4    Cezilly, F.5
  • 61
    • 79959572019 scopus 로고    scopus 로고
    • Network measures for dyadic interactions: stability and reliability
    • Voelkl, B., C. Kasper, and C. Schwab. 2011. Network measures for dyadic interactions: stability and reliability. Am. J. Primatol. 73:731-740.
    • (2011) Am. J. Primatol. , vol.73 , pp. 731-740
    • Voelkl, B.1    Kasper, C.2    Schwab, C.3
  • 62
    • 0006707984 scopus 로고
    • Influence of site fidelity on mate switching in urban-breeding merlins (Falco columbarius)
    • Warkentin, I. G., P. C. James, and L. W. Oliphant. 1991. Influence of site fidelity on mate switching in urban-breeding merlins (Falco columbarius). Auk 108:294-302.
    • (1991) Auk , vol.108 , pp. 294-302
    • Warkentin, I.G.1    James, P.C.2    Oliphant, L.W.3
  • 63
    • 0030796243 scopus 로고    scopus 로고
    • The evolution of polyandry 2. Post-copulatory defences against genetic incompatibility
    • Zeh, J. A., and D. W. Zeh. 1997. The evolution of polyandry 2. Post-copulatory defences against genetic incompatibility. Proc. R. Soc. Lond. B Biol. Sci. 264:69-75.
    • (1997) Proc. R. Soc. Lond. B Biol. Sci. , vol.264 , pp. 69-75
    • Zeh, J.A.1    Zeh, D.W.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.