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Volumn 65, Issue 9, 2008, Pages 1751-1761

Modelling the target strength of Trachurus symmetricus murphyi based on high-resolution swimbladder morphometry using an MRI scanner

Author keywords

Fish MRI; Fish target strength; Swimbladder; Trachurus symmetricus murphyi

Indexed keywords

FISH; INTERPOLATION; MORPHOMETRY; NUMERICAL METHOD; PIXEL; REGRESSION ANALYSIS; SWIM BLADDER;

EID: 57349089207     PISSN: 10543139     EISSN: 10959289     Source Type: Journal    
DOI: 10.1093/icesjms/fsn190     Document Type: Article
Times cited : (24)

References (69)
  • 2
    • 0000179965 scopus 로고
    • Photographic observations on the behaviour of Japanese anchovy Engraulis japonica at night in the sea
    • Aoki, I., and Inagaki, T. 1988. Photographic observations on the behaviour of Japanese anchovy Engraulis japonica at night in the sea. Marine Ecology Progress Series, 43: 213-221.
    • (1988) Marine Ecology Progress Series , vol.43 , pp. 213-221
    • Aoki, I.1    Inagaki, T.2
  • 3
    • 0033082010 scopus 로고    scopus 로고
    • In situ acoustic target-strength measurement of bigeye (Thunnus obesus) and yellowfin tuna (Thunnus albacares) by coupling split-beam echosounder observations and sonic tracking
    • Bertrand, A., Josse, E., and Massé, J. 1999. In situ acoustic target-strength measurement of bigeye (Thunnus obesus) and yellowfin tuna (Thunnus albacares) by coupling split-beam echosounder observations and sonic tracking. ICES Journal of Marine Science, 56: 51-60.
    • (1999) ICES Journal of Marine Science , vol.56 , pp. 51-60
    • Bertrand, A.1    Josse, E.2    Massé, J.3
  • 4
    • 57349148873 scopus 로고    scopus 로고
    • Blaxter, J. H. S., and Batty, R. S. 1990. Swimbladder behaviour and target strength. Rapports et Procès-Verbaux des Réunions du Conseil International pour l'Exploration de la Mer, 189: 233-244.
    • Blaxter, J. H. S., and Batty, R. S. 1990. Swimbladder "behaviour" and target strength. Rapports et Procès-Verbaux des Réunions du Conseil International pour l'Exploration de la Mer, 189: 233-244.
  • 5
    • 0036115869 scopus 로고    scopus 로고
    • In vivo MR spectroscopy and MR imaging on non-anaesthetized marine fish: Techniques and first results
    • Bock, C., Sartoris, F. J., and Pörtner, H. O. 2002. In vivo MR spectroscopy and MR imaging on non-anaesthetized marine fish: techniques and first results. Magnetic Resonance Imaging, 20: 165-172.
    • (2002) Magnetic Resonance Imaging , vol.20 , pp. 165-172
    • Bock, C.1    Sartoris, F.J.2    Pörtner, H.O.3
  • 8
    • 0025148446 scopus 로고
    • Estimation of dorsal aspect target strength of deep-water fish using a simple model of swimbladder backscattering
    • Do, M. A., and Surti, A. M. 1990. Estimation of dorsal aspect target strength of deep-water fish using a simple model of swimbladder backscattering. Journal of the Acoustical Society of America, 87: 1588-1596.
    • (1990) Journal of the Acoustical Society of America , vol.87 , pp. 1588-1596
    • Do, M.A.1    Surti, A.M.2
  • 9
    • 57349112684 scopus 로고
    • A dual-beam acoustic system for measuring the target strength of individual fish. Marine Technology Society Incorporated
    • Ehrenberg, J. E., Green, J. H., and Wirtz, A. R. 1976. A dual-beam acoustic system for measuring the target strength of individual fish. Marine Technology Society Incorporated, Annual Conference (Oceans'76), 16C: 1-5.
    • (1976) Annual Conference (Oceans'76) , vol.16 C , pp. 1-5
    • Ehrenberg, J.E.1    Green, J.H.2    Wirtz, A.R.3
  • 11
    • 0000543991 scopus 로고
    • Effect of fish behaviour on echo energy: The need for measurements of orientation distributions
    • Foote, K. G. 1980a. Effect of fish behaviour on echo energy: the need for measurements of orientation distributions. Journal du Conseil International pour l'Exploration de la Mer, 39: 193-201.
    • (1980) Journal du Conseil International pour l'Exploration de la Mer , vol.39 , pp. 193-201
    • Foote, K.G.1
  • 12
    • 0019310613 scopus 로고
    • Importance of the swimbladder in acoustics scattering by fish: A comparison of gadoid and mackerel target strength
    • Foote, K. G. 1980b. Importance of the swimbladder in acoustics scattering by fish: a comparison of gadoid and mackerel target strength. Journal of the Acoustical Society of America, 67: 2084-2089.
    • (1980) Journal of the Acoustical Society of America , vol.67 , pp. 2084-2089
    • Foote, K.G.1
  • 13
    • 0000963314 scopus 로고
    • Rather-high-frequency sound scattering by swimbladdered fish
    • Foote, K. G. 1985. Rather-high-frequency sound scattering by swimbladdered fish. Journal of the Acoustical Society of America, 78: 688-700.
    • (1985) Journal of the Acoustical Society of America , vol.78 , pp. 688-700
    • Foote, K.G.1
  • 14
    • 84955014666 scopus 로고
    • Fish target strength for use in echo-integrator surveys
    • Foote, K. G. 1987. Fish target strength for use in echo-integrator surveys. Journal of the Acoustical Society of America, 82: 981-987.
    • (1987) Journal of the Acoustical Society of America , vol.82 , pp. 981-987
    • Foote, K.G.1
  • 16
    • 0036214783 scopus 로고    scopus 로고
    • Comparing Kirchhoff- approximation and boundary-element models for computing gadoid target strengths
    • Foote, K. G., and Francis, D. T. I. 2002. Comparing Kirchhoff- approximation and boundary-element models for computing gadoid target strengths. Journal of the Acoustical Society of America, 111: 1644-1654.
    • (2002) Journal of the Acoustical Society of America , vol.111 , pp. 1644-1654
    • Foote, K.G.1    Francis, D.T.I.2
  • 17
    • 84967856196 scopus 로고
    • Comparison of walleye pollock target strength estimates determined from in situ measurements and calculations based on swimbladder form
    • Foote, K. G., and Traynor, J. J. 1988. Comparison of walleye pollock target strength estimates determined from in situ measurements and calculations based on swimbladder form. Journal of the Acoustical Society of America, 83: 9-17.
    • (1988) Journal of the Acoustical Society of America , vol.83 , pp. 9-17
    • Foote, K.G.1    Traynor, J.J.2
  • 18
    • 0001917738 scopus 로고
    • Manual of methods for fisheries resource survey and appraisal. 2. The use of acoustic instruments for fish detection and abundance estimation. FAO Manual of Fisheries
    • 138 pp
    • Forbes, S. T., and Nakken, O. 1972. Manual of methods for fisheries resource survey and appraisal. 2. The use of acoustic instruments for fish detection and abundance estimation. FAO Manual of Fisheries Science, 5. 138 pp.
    • (1972) Science , vol.5
    • Forbes, S.T.1    Nakken, O.2
  • 19
    • 0035437093 scopus 로고    scopus 로고
    • Characterization of frozen fish by NMR imaging and histology
    • Foucat, L., Taylor, R. G., Labas, R., and Renou, J. P. 2001. Characterization of frozen fish by NMR imaging and histology. American Laboratory, 33: 38-42.
    • (2001) American Laboratory , vol.33 , pp. 38-42
    • Foucat, L.1    Taylor, R.G.2    Labas, R.3    Renou, J.P.4
  • 20
    • 0348108274 scopus 로고    scopus 로고
    • Depth-dependent target strength of gadoids by the boundary-element method
    • Francis, D. T. I., and Foote, K. G. 2003. Depth-dependent target strength of gadoids by the boundary-element method. Journal of the Acoustical Society of America, 114: 3136-3146.
    • (2003) Journal of the Acoustical Society of America , vol.114 , pp. 3136-3146
    • Francis, D.T.I.1    Foote, K.G.2
  • 21
    • 85004332512 scopus 로고
    • Prolate spheroidal models for predicting general trends of fish target strength
    • Furusawa, M. 1988. Prolate spheroidal models for predicting general trends of fish target strength. Journal of the Acoustical Society of Japan, 9: 13-24.
    • (1988) Journal of the Acoustical Society of Japan , vol.9 , pp. 13-24
    • Furusawa, M.1
  • 22
    • 4544350901 scopus 로고    scopus 로고
    • Acoustic characteristics of forage fish species in the Gulf of Alaska and Bering Sea based on Kirchhoff- approximation models
    • Gauthier, S., and Horne, J. K. 2004. Acoustic characteristics of forage fish species in the Gulf of Alaska and Bering Sea based on Kirchhoff- approximation models. Canadian Journal of Fisheries and Aquatic Sciences, 61: 1839-1850.
    • (2004) Canadian Journal of Fisheries and Aquatic Sciences , vol.61 , pp. 1839-1850
    • Gauthier, S.1    Horne, J.K.2
  • 23
    • 0345581214 scopus 로고    scopus 로고
    • Modelling the effect of swimbladder compression on the acoustic backscattering from herring at normal or near-normal incidences
    • Gorska, N., and Ona, E. 2003a. Modelling the effect of swimbladder compression on the acoustic backscattering from herring at normal or near-normal incidences. ICES Journal of Marine Science, 60: 1381-1391.
    • (2003) ICES Journal of Marine Science , vol.60 , pp. 1381-1391
    • Gorska, N.1    Ona, E.2
  • 24
    • 0038467267 scopus 로고    scopus 로고
    • Modelling the effect of swimbladder compression in herring
    • Gorska, N., and Ona, E. 2003b. Modelling the effect of swimbladder compression in herring. ICES Journal of Marine Science, 60: 548-554.
    • (2003) ICES Journal of Marine Science , vol.60 , pp. 548-554
    • Gorska, N.1    Ona, E.2
  • 25
    • 21844444115 scopus 로고    scopus 로고
    • Acoustic backscattering by Atlantic mackerel as being representative of a fish that lack a swimbladder. Backscattering by individual fish
    • Gorska, N., Ona, E., and Korneliussen, R. 2005. Acoustic backscattering by Atlantic mackerel as being representative of a fish that lack a swimbladder. Backscattering by individual fish. ICES Journal of Marine Science, 62: 984-995.
    • (2005) ICES Journal of Marine Science , vol.62 , pp. 984-995
    • Gorska, N.1    Ona, E.2    Korneliussen, R.3
  • 28
    • 0012405898 scopus 로고
    • The swimbladder, vertical movements and the target strength of fish
    • 25-29 June, Contributed Papers, Discussion and Comments, pp, The Charles Stark Draper Laboratory Inc, Cambridge, MA
    • Harden Jones, F. R., and Scholes, P. 1981. The swimbladder, vertical movements and the target strength of fish. In Meeting on Hydroacoustical Methods for Estimation of Marine Fish Populations, 25-29 June 1979. 2. Contributed Papers, Discussion and Comments, pp. 157-181. The Charles Stark Draper Laboratory Inc., Cambridge, MA.
    • (1979) Meeting on Hydroacoustical Methods for Estimation of Marine Fish Populations , vol.2 , pp. 157-181
    • Harden Jones, F.R.1    Scholes, P.2
  • 29
    • 0000061642 scopus 로고
    • Gas secretion and resorption in the swimbladder of the cod Gadus morhua
    • Harden Jones, F. R., and Scholes, P. 1985. Gas secretion and resorption in the swimbladder of the cod Gadus morhua. Journal of Comparative Physiology B, 155: 319-331.
    • (1985) Journal of Comparative Physiology B , vol.155 , pp. 319-331
    • Harden Jones, F.R.1    Scholes, P.2
  • 30
    • 2342613501 scopus 로고    scopus 로고
    • Comparing the modelled and measured target-strength variability of walleye pollock (Theragra chalcogramma)
    • Hazen, E. L., and Horne, J. K. 2004. Comparing the modelled and measured target-strength variability of walleye pollock (Theragra chalcogramma). ICES Journal of Marine Science, 61: 363-377.
    • (2004) ICES Journal of Marine Science , vol.61 , pp. 363-377
    • Hazen, E.L.1    Horne, J.K.2
  • 31
    • 38949130122 scopus 로고    scopus 로고
    • Comparison of in situ, ex situ and backscatter model estimates of Pacific hake (Merluccius productus) target strength
    • Henderson, M. J., and Horne, J. K. 2007. Comparison of in situ, ex situ and backscatter model estimates of Pacific hake (Merluccius productus) target strength. Canadian Journal of Fisheries and Aquatic Sciences, 64: 1781-1794.
    • (2007) Canadian Journal of Fisheries and Aquatic Sciences , vol.64 , pp. 1781-1794
    • Henderson, M.J.1    Horne, J.K.2
  • 32
    • 0141797527 scopus 로고    scopus 로고
    • The influence of ontogeny, physiology, and behaviour on the target strength of walleye pollock (Theragra chalcogramma)
    • Horne, J. K. 2003. The influence of ontogeny, physiology, and behaviour on the target strength of walleye pollock (Theragra chalcogramma). ICES Journal of Marine Science, 60: 1063-1047.
    • (2003) ICES Journal of Marine Science , vol.60 , pp. 1063-1047
    • Horne, J.K.1
  • 33
    • 0030251279 scopus 로고    scopus 로고
    • Tilt angle distribution and swimming speed of overwintering Norwegian spring spawning herring
    • Huse, I., and Ona, E. 1996. Tilt angle distribution and swimming speed of overwintering Norwegian spring spawning herring. ICES Journal of Marine Science, 53: 863-873.
    • (1996) ICES Journal of Marine Science , vol.53 , pp. 863-873
    • Huse, I.1    Ona, E.2
  • 34
    • 0038236939 scopus 로고    scopus 로고
    • Ex situ target strength of rockfish (Sebastes schlegeli) and red sea bream (Pagrus major) in the Northwest Pacific
    • Kang, D., and Hwang, D. 2003. Ex situ target strength of rockfish (Sebastes schlegeli) and red sea bream (Pagrus major) in the Northwest Pacific. ICES Journal of Marine Science, 60: 538-543.
    • (2003) ICES Journal of Marine Science , vol.60 , pp. 538-543
    • Kang, D.1    Hwang, D.2
  • 36
    • 0038575683 scopus 로고    scopus 로고
    • Synthetic echograms generated from the relative frequency response
    • Korneliussen, R. J., and Ona, E. 2003. Synthetic echograms generated from the relative frequency response. ICES Journal of Marine Science, 60: 636-640.
    • (2003) ICES Journal of Marine Science , vol.60 , pp. 636-640
    • Korneliussen, R.J.1    Ona, E.2
  • 37
    • 0015022446 scopus 로고
    • Dorsal-aspect target strength of an individual fish
    • Love, R. H. 1971. Dorsal-aspect target strength of an individual fish. Journal of the Acoustical Society of America, 49: 816-823.
    • (1971) Journal of the Acoustical Society of America , vol.49 , pp. 816-823
    • Love, R.H.1
  • 38
    • 0347813042 scopus 로고    scopus 로고
    • Anatomically detailed acoustic scattering models of fish
    • Macaulay, G. J. 2002. Anatomically detailed acoustic scattering models of fish. Bioacoustics, 12: 275-277.
    • (2002) Bioacoustics , vol.12 , pp. 275-277
    • Macaulay, G.J.1
  • 40
    • 0030432014 scopus 로고    scopus 로고
    • A re-evaluation of relationships between fish size, acoustic frequency, and target strength
    • McClatchie, S., Alsop, J., and Coombs, R. F. 1996. A re-evaluation of relationships between fish size, acoustic frequency, and target strength. ICES Journal of Marine Science, 53: 780-791.
    • (1996) ICES Journal of Marine Science , vol.53 , pp. 780-791
    • McClatchie, S.1    Alsop, J.2    Coombs, R.F.3
  • 41
    • 0032104695 scopus 로고    scopus 로고
    • Target strength of southern blue whiting (Micromesistius australis) using swimbladder modelling, splitbeam and deconvolution
    • McClatchie, S., Macaulay, G., Hanchet, S., and Coombs, R. F. 1998. Target strength of southern blue whiting (Micromesistius australis) using swimbladder modelling, splitbeam and deconvolution. ICES Journal of Marine Science, 55: 482-493.
    • (1998) ICES Journal of Marine Science , vol.55 , pp. 482-493
    • McClatchie, S.1    Macaulay, G.2    Hanchet, S.3    Coombs, R.F.4
  • 42
    • 0034054994 scopus 로고    scopus 로고
    • McClatchie, S., and Ye, Z. 2000. Target strength of an oily deep-water fish, orange roughy (Hoplostethus atlanticus). 2. Modeling. Journal of the Acoustical Society of America, 107: 1280-1285.
    • McClatchie, S., and Ye, Z. 2000. Target strength of an oily deep-water fish, orange roughy (Hoplostethus atlanticus). 2. Modeling. Journal of the Acoustical Society of America, 107: 1280-1285.
  • 44
    • 57349107824 scopus 로고    scopus 로고
    • Midttun, L. 1984. Fish and other organisms as acoustic targets. Rapports et Procès-Verbaux des Réunions du Conseil International pour l'Exploration de la Mer, 184: 25-33.
    • Midttun, L. 1984. Fish and other organisms as acoustic targets. Rapports et Procès-Verbaux des Réunions du Conseil International pour l'Exploration de la Mer, 184: 25-33.
  • 46
    • 57349154659 scopus 로고    scopus 로고
    • Nakken, O., and Olsen, K. 1977. Target strength measurements of fish. Rapports et Procès-Verbaux des Réunions du Conseil International pour l'Exploration de la Mer, 170: 52-69.
    • Nakken, O., and Olsen, K. 1977. Target strength measurements of fish. Rapports et Procès-Verbaux des Réunions du Conseil International pour l'Exploration de la Mer, 170: 52-69.
  • 47
    • 57349107561 scopus 로고    scopus 로고
    • Digital Imaging and Communications in Medicine (DICOM). 1. Introduction and Overview PS3-1. National Electrical Manufacturers Association, 1300 N
    • National Electrical Manufacturers Association, Rosslyn, VA, USA. 21 pp
    • National Electrical Manufacturers Association. 2007. Digital Imaging and Communications in Medicine (DICOM). 1. Introduction and Overview PS3-1. National Electrical Manufacturers Association, 1300 N. 17th Street Rosslyn, VA, USA. 21 pp.
    • (2007) 17th Street
  • 48
    • 19644396639 scopus 로고    scopus 로고
    • Three dimensional morphometry of fish body structure by X-ray CT
    • Okumura, T., and Masuya, T. 2004. Three dimensional morphometry of fish body structure by X-ray CT. Oceans, 1: 354-356.
    • (2004) Oceans , vol.1 , pp. 354-356
    • Okumura, T.1    Masuya, T.2
  • 49
    • 33744561345 scopus 로고
    • Orientation measurements of cod in Lofoten obtained from underwater photography and their relation to target strength
    • 8 pp
    • Olsen, K. 1971. Orientation measurements of cod in Lofoten obtained from underwater photography and their relation to target strength. ICES Document CM 1971/B: 17. 8 pp.
    • (1971) ICES Document CM 1971/B , vol.17
    • Olsen, K.1
  • 51
    • 84972279152 scopus 로고
    • Physiological factors causing natural variations in acoustic target strength of fish
    • Ona, E. 1990. Physiological factors causing natural variations in acoustic target strength of fish. Journal of the Marine Biological Association of the UK, 70: 107-127.
    • (1990) Journal of the Marine Biological Association of the UK , vol.70 , pp. 107-127
    • Ona, E.1
  • 54
    • 44649113012 scopus 로고    scopus 로고
    • In situ target-strength measurements of Chilean jack mackerel (Trachurus symmetricus murphyi) collected with a scientific echosounder installed on a fishing vessel
    • Peña, H. 2008. In situ target-strength measurements of Chilean jack mackerel (Trachurus symmetricus murphyi) collected with a scientific echosounder installed on a fishing vessel. ICES Journal of Marine Science, 65: 594-604.
    • (2008) ICES Journal of Marine Science , vol.65 , pp. 594-604
    • Peña, H.1
  • 55
    • 4043157729 scopus 로고    scopus 로고
    • Broadband acoustic backscatter and high-resolution morphology of fish: Measurements and modelling
    • Reeder, D. B., Jech, J. M., and Stanton, T. K. 2004. Broadband acoustic backscatter and high-resolution morphology of fish: measurements and modelling. Journal of the Acoustical Society of America, 116: 747-761.
    • (2004) Journal of the Acoustical Society of America , vol.116 , pp. 747-761
    • Reeder, D.B.1    Jech, J.M.2    Stanton, T.K.3
  • 57
    • 2342561743 scopus 로고
    • Experimental measurement of target strength of fish
    • Ed. by H. Kristjonnson. Fishing News Books, London
    • Shibata, K. 1971. Experimental measurement of target strength of fish. In Modern Fishing Gear of the World, 3, pp. 104-108. Ed. by H. Kristjonnson. Fishing News Books, London.
    • (1971) Modern Fishing Gear of the World , vol.3 , pp. 104-108
    • Shibata, K.1
  • 58
    • 0000995078 scopus 로고
    • Simple approximate formulas for backscattering of sound by spherical and elongated objects
    • Stanton, T. K. 1989. Simple approximate formulas for backscattering of sound by spherical and elongated objects. Journal of the Acoustical Society of America, 86: 1499-1510.
    • (1989) Journal of the Acoustical Society of America , vol.86 , pp. 1499-1510
    • Stanton, T.K.1
  • 60
    • 0000938913 scopus 로고    scopus 로고
    • Osteology and muscular attachments of the Japanese jack mackerel, Trachurus japonicus
    • Suda, Y. 1996. Osteology and muscular attachments of the Japanese jack mackerel, Trachurus japonicus. Bulletin of Marine Science, 58: 438-493.
    • (1996) Bulletin of Marine Science , vol.58 , pp. 438-493
    • Suda, Y.1
  • 61
  • 63
    • 57349093242 scopus 로고
    • Fisheries Research Division, New Zealand National Institute of Water and Atmospheric Research NIWA, pp
    • Surti, K. Z. 1984. Swimbladder structures of New Zealand fishes. Fisheries Research Division, New Zealand National Institute of Water and Atmospheric Research (NIWA), pp. 34-36.
    • (1984) Swimbladder structures of New Zealand fishes , pp. 34-36
    • Surti, K.Z.1
  • 64
    • 57349089947 scopus 로고    scopus 로고
    • Traynor, J. J., and Ehrenberg, J. E. 1990. Fish and standard-sphere target-strength measurements obtained with a dual-beam and split-beam echo-sounding system. Rapports et Procès-Verbaux des Réunions du Conseil International pour l'Exploration de la Mer, 189: 325-335.
    • Traynor, J. J., and Ehrenberg, J. E. 1990. Fish and standard-sphere target-strength measurements obtained with a dual-beam and split-beam echo-sounding system. Rapports et Procès-Verbaux des Réunions du Conseil International pour l'Exploration de la Mer, 189: 325-335.
  • 66
    • 0032726615 scopus 로고    scopus 로고
    • Osmoregulation of the common carp (Cyprinus carpio) when exposed to an osmotic challenge assessed in-vivo and non-invasively by diffusion- and T2-weighted magnetic resonance imaging
    • Van der Linden, A., Vanaudenhove, M., Verhoye, M., De Boeck, G., and Blust, R. 1999. Osmoregulation of the common carp (Cyprinus carpio) when exposed to an osmotic challenge assessed in-vivo and non-invasively by diffusion- and T2-weighted magnetic resonance imaging. Comparative Biochemistry and Physiology A, 124: 343-352.
    • (1999) Comparative Biochemistry and Physiology A , vol.124 , pp. 343-352
    • Van der Linden, A.1    Vanaudenhove, M.2    Verhoye, M.3    De Boeck, G.4    Blust, R.5
  • 67
    • 33947324961 scopus 로고    scopus 로고
    • Non-destructive nuclear magnetic resonance image study of belly bursting in herring (Clupea harengus)
    • Veliyulin, E., Felberg, H. S., Digre, H., and Martinez, I. 2007. Non-destructive nuclear magnetic resonance image study of belly bursting in herring (Clupea harengus). Food Chemistry, 101: 1545-1551.
    • (2007) Food Chemistry , vol.101 , pp. 1545-1551
    • Veliyulin, E.1    Felberg, H.S.2    Digre, H.3    Martinez, I.4
  • 68
    • 0003802875 scopus 로고    scopus 로고
    • Pearson Education Limited, Essex. 570 pp
    • Watt, A. 2000. 3D Computer Graphics. Pearson Education Limited, Essex. 570 pp.
    • (2000) 3D Computer Graphics
    • Watt, A.1


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