메뉴 건너뛰기




Volumn 66, Issue 6, 2009, Pages 1073-1080

Classification trees for species identification of fish-school echotraces

Author keywords

Acoustics; Classification trees; Fish; Ground truth; Herring; Mackerel; Multifrequency; Species identification

Indexed keywords

CLUPEIDAE;

EID: 73649085887     PISSN: 10543139     EISSN: 10959289     Source Type: Journal    
DOI: 10.1093/icesjms/fsp060     Document Type: Conference Paper
Times cited : (62)

References (52)
  • 1
    • 0028162180 scopus 로고
    • Acoustic identification, classification and structure of biological patchiness on the edge of the Agulhas Bank and its relationship to frontal features
    • Barange, M. 1994. Acoustic identification, classification and structure of biological patchiness on the edge of the Agulhas Bank and its relationship to frontal features. South African Journal of Marine Science, 14:333-347.
    • (1994) South African Journal of Marine Science , vol.14 , pp. 333-347
    • Barange, M.1
  • 2
    • 0032697256 scopus 로고    scopus 로고
    • Comparison of the selectivity of three pelagic sampling trawls in a hydroacoustic survey
    • DOI 10.1016/S0165-7836(99)00054-5, PII S0165783699000545
    • Bethke, E., Arrhenius, F., Cardinale, M., and Håkansson, N. 1999. Comparison of the selectivity of three pelagic sampling trawls in a hydroacoustic survey. Fisheries Research, 44:15-23. (Pubitemid 29514482)
    • (1999) Fisheries Research , vol.44 , Issue.1 , pp. 15-23
    • Bethke, E.1    Arrhenius, F.2    Cardinale, M.3    Hakansson, N.4
  • 3
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • DOI 10.1023/A:1010933404324
    • Breiman, L. 2001. Random forests. Machine Learning, 45:5-32. (Pubitemid 32933532)
    • (2001) Machine Learning , vol.45 , Issue.1 , pp. 5-32
    • Breiman, L.1
  • 8
    • 34247115449 scopus 로고    scopus 로고
    • Boosted trees for ecological modeling and prediction
    • DOI 10.1890/0012-9658(2007)88[243:BTFEMA]2.0.CO;2
    • De'ath, G. 2007. Boosted trees for ecological modelling and prediction. Ecology, 88:243-251. (Pubitemid 46596840)
    • (2007) Ecology , vol.88 , Issue.1 , pp. 243-251
    • De'ath, G.1
  • 9
    • 0033749212 scopus 로고    scopus 로고
    • Classification and regression trees: A powerful yet simple technique for ecological data analysis
    • De'ath, G., and Fabricius, K. E. 2000. Classification and regression trees: a powerful yet simple technique for ecological data analysis. Ecology, 81:3178-3192.
    • (2000) Ecology , vol.81 , pp. 3178-3192
    • De'ath, G.1    Fabricius, K.E.2
  • 10
    • 34248195910 scopus 로고    scopus 로고
    • Multifrequency backscattering properties of Atlantic herring (Clupea harengus) and Norway pout (Trisopterus esmarkii)
    • DOI 10.1139/F07-013
    • Fässler, S. M. M., Santos, R., García-Núñez, N., and Fernandes, P. G. 2007. Multifrequency backscattering properties of herring (Clupea harengus) and Norway pout (Trisopterus esmarkii). Canadian Journal of Fisheries and Aquatic Sciences, 64:362-374. (Pubitemid 46714658)
    • (2007) Canadian Journal of Fisheries and Aquatic Sciences , vol.64 , Issue.2 , pp. 362-374
    • Fassler, S.M.M.1    Santos, R.2    Garcia-Nunez, N.3    Fernandes, P.G.4
  • 12
    • 0038375051 scopus 로고    scopus 로고
    • Mixture models for the species apportionment of hydroacoustic data, with echo-envelope length as the discriminatory variable
    • DOI 10.1016/S1054-3139(03)00041-9
    • Fleischman, S. J., and Burwen, D. L. 2003. Mixture models for the species apportionment of hydroacoustic data, with echo-envelope length as the discriminatory variable. ICES Journal of Marine Science, 60:592-598. (Pubitemid 36770353)
    • (2003) ICES Journal of Marine Science , vol.60 , Issue.3 , pp. 592-598
    • Fleischman, S.J.1    Burwen, D.L.2
  • 14
    • 4544265069 scopus 로고    scopus 로고
    • Potential acoustic discrimination within boreal fish assemblages
    • DOI 10.1016/j.icesjms.2004.03.033, PII S1054313904000669
    • Gauthier, S., and Horne, J. K. 2004. Potential acoustic discrimination within boreal fish assemblages. ICES Journal of Marine Science, 61:836-845. (Pubitemid 39234661)
    • (2004) ICES Journal of Marine Science , vol.61 , Issue.5 , pp. 836-845
    • Gauthier, S.1    Horne, J.K.2
  • 15
    • 21844444115 scopus 로고    scopus 로고
    • Acoustic backscattering by Atlantic mackerel as being representative of fish that lack a swimbladder. Backscattering by individual fish
    • DOI 10.1016/j.icesjms.2005.03.010, PII S1054313905000639
    • Gorska, N., Ona, E., and Korneliussen, R. 2005. Acoustic backscattering by Atlantic mackerel as being representative of fish that lack a swimbladder. Backscattering by individual fish. ICES Journal of Marine Science, 62:984-995. (Pubitemid 40950541)
    • (2005) ICES Journal of Marine Science , vol.62 , Issue.5 , pp. 984-995
    • Gorska, N.1    Ona, E.2    Korneliussen, R.3
  • 16
    • 0029749963 scopus 로고    scopus 로고
    • Artificial neural networks as a tool for species identification of fish schools
    • Haralabous, J., and Georgakarakos, S. 1996. Artificial neural networks as a tool for species identification of fish schools. ICES Journal of Marine Science, 53:173-180.
    • (1996) ICES Journal of Marine Science , vol.53 , pp. 173-180
    • Haralabous, J.1    Georgakarakos, S.2
  • 17
    • 0005033873 scopus 로고    scopus 로고
    • Virtual echograms for visualization and post-processing of multiple-frequency echosounder data
    • ECUA 2000, Ed. by M. E. Zakharia. eesd@cec.eu.int
    • Higginbottom, I. R., Pauly, T. J., and Heatley, D. C. 2000. Virtual echograms for visualization and post-processing of multiple-frequency echosounder data. In Fifth European Conference on Underwater Acoustics, ECUA 2000, pp. 1497-1502. Ed. by M. E. Zakharia. eesd@cec.eu.int.
    • (2000) Fifth European Conference on Underwater Acoustics , pp. 1497-1502
    • Higginbottom, I.R.1    Pauly, T.J.2    Heatley, D.C.3
  • 19
    • 0034461396 scopus 로고    scopus 로고
    • Acoustic approaches to remote species identification: A review
    • DOI 10.1046/j.1365-2419.2000.00143.x
    • Horne, J. 2000. Acoustic approaches to remote species identification: a review. Fisheries Oceanography, 9:356-371. (Pubitemid 32241309)
    • (2000) Fisheries Oceanography , vol.9 , Issue.4 , pp. 356-371
    • Horne, J.K.1
  • 20
    • 21844454728 scopus 로고    scopus 로고
    • Acoustic detection of a scallop bed from a single-beam echosounder in the St. Lawrence
    • DOI 10.1016/j.icesjms.2005.03.007, PII S1054313905000597
    • Hutin, E., Simard, Y., and Archambault, P. 2005. Acoustic detection of a scallop bed from a single-beam echosounder in the St. Lawrence. ICES Journal of Marine Science, 62:966-983. (Pubitemid 40950540)
    • (2005) ICES Journal of Marine Science , vol.62 , Issue.5 , pp. 966-983
    • Hutin, E.1    Simard, Y.2    Archambault, P.3
  • 22
    • 0005035950 scopus 로고    scopus 로고
    • Report on echo trace classification
    • ICES
    • ICES. 2000. Report on Echo Trace Classification. ICES Cooperative Research Report, 238. 107 pp.
    • (2000) ICES Cooperative Research Report , vol.238 , pp. 107
  • 23
    • 77953629086 scopus 로고    scopus 로고
    • ICES, 22-26 January, 2007, Charlottenlund, Denmark, ICES Document CM 2007/LRC: 01
    • ICES. 2007. Report of the Planning Group for Herring Surveys (PGHERS), 22-26 January, 2007, Charlottenlund, Denmark. ICES Document CM 2007/LRC: 01. 187 pp.
    • (2007) Report of the Planning Group for Herring Surveys (PGHERS) , pp. 187
  • 24
    • 0036669465 scopus 로고    scopus 로고
    • Effective and accurate use of difference in mean volume backscattering strength to identify fish and plankton
    • DOI 10.1006/jmsc.2002.1229
    • Kang, M., Furusawa, M., and Miyashita, K. 2002. Effective and accurate use of difference in mean volume backscattering strength to identify fish and plankton. ICES Journal of Marine Science, 59:794-804. (Pubitemid 35240977)
    • (2002) ICES Journal of Marine Science , vol.59 , Issue.4 , pp. 794-804
    • Kang, M.1    Furusawa, M.2    Miyashita, K.3
  • 27
    • 0036526062 scopus 로고    scopus 로고
    • An operational system for processing and visualizing multi-frequency acoustic data
    • DOI 10.1006/jmsc.2001.1168
    • Korneliussen, R. J., and Ona, E. 2002. An operational system for processing and visualizing multi-frequency acoustic data. ICES Journal of Marine Science, 59:293-313. (Pubitemid 35235315)
    • (2002) ICES Journal of Marine Science , vol.59 , Issue.2 , pp. 293-313
    • Korneliussen, R.J.1    Ona, E.2
  • 28
    • 0038575683 scopus 로고    scopus 로고
    • Synthetic echograms generated from the relative frequency response
    • DOI 10.1016/S1054-3139(03)00035-3
    • Korneliussen, R. J., and Ona, E. 2003. Synthetic echograms generated from the relative frequency response. ICES Journal of Marine Science, 60:636-640. (Pubitemid 36761604)
    • (2003) ICES Journal of Marine Science , vol.60 , Issue.3 , pp. 636-640
    • Korneliussen, R.J.1    Ona, E.2
  • 31
    • 0035000910 scopus 로고    scopus 로고
    • Species identification of pelagic fish schools on the South African continental shelf using acoustic descriptors and ancillary information
    • DOI 10.1006/jmsc.2000.1009
    • Lawson, G. L., Barange, M., and Fréon, P. 2001. Species identification of pelagic fish schools on the South African continental shelf using acoustic descriptors and ancillary information. ICES Journal of Marine Science, 58:275-287. (Pubitemid 32453921)
    • (2001) ICES Journal of Marine Science , vol.58 , Issue.1 , pp. 275-287
    • Lawson, G.L.1    Barange, M.2    Freon, P.3
  • 32
    • 0034121238 scopus 로고    scopus 로고
    • Acoustic species identification in the Northwest Atlantic using digital image processing
    • DOI 10.1016/S0165-7836(00)00165-X, PII S016578360000165X
    • LeFeuvre, P., Rose, G. A., Gosine, R., Hale, R., Pearson, W., and Khan, R. 2000. Acoustic species identification in the Northwest Atlantic using digital image processing. Fisheries Research, 47:137-147. (Pubitemid 30390811)
    • (2000) Fisheries Research , vol.47 , Issue.2-3 , pp. 137-147
    • Lefeuvre, P.1    Rose, G.A.2    Gosine, R.3    Hale, R.4    Pearson, W.5    Khan, R.6
  • 33
    • 44649175651 scopus 로고    scopus 로고
    • A method for the possible species discrimination of juvenile gadoids by broad-bandwidth backscattering spectra vs. angle of incidence
    • DOI 10.1093/icesjms/fsn031
    • Lundgren, B., and Nielsen, J. R. 2008. A method for the possible species discrimination of juvenile gadoids by broad-bandwidth backscattering spectra vs. angle of incidence. ICES Journal of Marine Science, 65:581-593. (Pubitemid 351774723)
    • (2008) ICES Journal of Marine Science , vol.65 , Issue.4 , pp. 581-593
    • Lundgren, B.1    Nielsen, J.R.2
  • 34
    • 0001034179 scopus 로고    scopus 로고
    • Fisheries and plankton acoustics: Past, present, and future
    • MacLennan, D. N., and Holliday, D. V. 1996. Fisheries and plankton acoustics: past, present, and future. ICES Journal of Marine Science, 53:513-516.
    • (1996) ICES Journal of Marine Science , vol.53 , pp. 513-516
    • MacLennan, D.N.1    Holliday, D.V.2
  • 35
    • 0027880019 scopus 로고
    • Interpretation of acoustic data at two frequencies to discriminate between Antarctic krill (Euphausia superba Dana) and other scatterers
    • Madureira, L. S. P., Everson, I., and Murphy, E. J. 1993. Interpretation of acoustic data at two frequencies to discriminate between Antarctic krill (Euphausia superba Dana) and other scatterers. Journal of Plankton Research, 15:787-802. (Pubitemid 24430059)
    • (1993) Journal of Plankton Research , vol.15 , Issue.7 , pp. 787-802
    • Madureira, L.S.P.1    Everson, I.2    Murphy, E.J.3
  • 36
    • 35348881008 scopus 로고    scopus 로고
    • An investigation into the zooplankton composition of a prominent 38-kHz scattering layer in the North Sea
    • Mair, A. M., Fernandes, P. G., Lebourges-Dhaussy, A., and Brierley, A. 2005. An investigation into the zooplankton composition of a prominent 38-kHz scattering layer in the North Sea. Journal of Plankton Research, 27:623-633.
    • (2005) Journal of Plankton Research , vol.27 , pp. 623-633
    • Mair, A.M.1    Fernandes, P.G.2    Lebourges-Dhaussy, A.3    Brierley, A.4
  • 37
    • 0034041086 scopus 로고    scopus 로고
    • Ground truth and target identification for fisheries acoustics
    • DOI 10.1016/S0165-7836(00)00168-5, PII S0165783600001685
    • McClatchie, S., Thorne, R. E., Grimes, P., and Hanchet, S. 2000. Ground truth and target identification for fisheries acoustics. Fisheries Research, 47:173-191. (Pubitemid 30390814)
    • (2000) Fisheries Research , vol.47 , Issue.2-3 , pp. 173-191
    • McClatchie, S.1    Thorne, R.E.2    Grimes, P.3    Hanchet, S.4
  • 38
    • 0027072230 scopus 로고
    • Swimming behaviour of fish schools in the North Sea during acoustic surveying and pelagic trawl sampling
    • Misund, O. A., and Aglen, A. 1992. Swimming behaviour of fish schools in the North Sea during acoustic surveying and pelagic trawl sampling. ICES Journal of Marine Science, 49:325-334. (Pubitemid 23401197)
    • (1992) ICES Journal of Marine Science , vol.49 , Issue.3 , pp. 325-334
    • Misund, O.A.1    Aglen, A.2
  • 39
    • 0003258843 scopus 로고
    • Characterization of patches along transects using high-resolution 70-kHz integrated acoustics data
    • Nero, R. W., and Magnuson, J. J. 1989. Characterization of patches along transects using high-resolution 70-kHz integrated acoustics data. Canadian Journal of Fisheries and Aquatic Sciences, 46:2056-2064.
    • (1989) Canadian Journal of Fisheries and Aquatic Sciences , vol.46 , pp. 2056-2064
    • Nero, R.W.1    Magnuson, J.J.2
  • 40
    • 5344244656 scopus 로고    scopus 로고
    • R Development Core Team, R Foundation for Statistical Computing, Vienna, Austria
    • R Development Core Team. 2008. R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria.
    • (2008) R: A Language and Environment for Statistical Computing
  • 41
    • 0034045924 scopus 로고    scopus 로고
    • Standard protocols for the analysis of school based data from echo sounder surveys
    • DOI 10.1016/S0165-7836(00)00164-8, PII S0165783600001648
    • Reid, D. G., Scalabrin, C., Petitgas, P., Masse, J., Aukland, R., Carrera, P., and Georgakarakos, S. 2000. Standard protocols for the analysis of school based data from echosounder surveys. Fisheries Research, 47:125-136. (Pubitemid 30390810)
    • (2000) Fisheries Research , vol.47 , Issue.2-3 , pp. 125-136
    • Reid, D.1    Scalabrin, C.2    Petitgas, P.3    Masse, J.4    Aukland, R.5    Carrera, P.6    Georgakarakos, S.7
  • 45
    • 0029749964 scopus 로고    scopus 로고
    • Species identification using wideband backscatter with neural network and discriminant analysis
    • Simmonds, E. J., Armstrong, F., and Copland, P. J. 1996. Species identification using wideband backscatter with neural network and discriminant analysis. ICES Journal of Marine Science, 53:189-195.
    • (1996) ICES Journal of Marine Science , vol.53 , pp. 189-195
    • Simmonds, E.J.1    Armstrong, F.2    Copland, P.J.3
  • 47
    • 0030620438 scopus 로고    scopus 로고
    • Avoidance and escape behaviour by herring encountering midwater trawls
    • Suuronen, P., Lehtonen, E., and Wallace, J. 1997. Avoidance and escape behaviour by herring encountering midwater trawls. Fisheries Research, 29:13-24.
    • (1997) Fisheries Research , vol.29 , pp. 13-24
    • Suuronen, P.1    Lehtonen, E.2    Wallace, J.3
  • 48
    • 0043197324 scopus 로고    scopus 로고
    • Statistical analysis of acoustic echoes from underwater meadows in the eutrophic Puck Bay (southern Baltic Sea)
    • DOI 10.1016/S0990-7440(03)00015-9
    • Tegowski, J., Gorska, N., and Klusek, Z. 2003. Statistical analysis of acoustic echoes from underwater meadows in the eutrophic Puck Bay (southern Baltic Sea). Aquatic Living Resources, 16:215-221. (Pubitemid 37065178)
    • (2003) Aquatic Living Resources , vol.16 , Issue.3 , pp. 215-221
    • Tegowski, J.1    Gorska, N.2    Klusek, Z.3
  • 51
    • 0141685828 scopus 로고    scopus 로고
    • Inference of biological and physical parameters in an internal wave using multiple-frequency, acoustic-scattering data
    • DOI 10.1016/S1054-3139(03)00121-8
    • Warren, J. D., Stanton, T. K., Wiebe, P. H., and Seim, H. E. 2003. Inference of biological and physical parameters in an internal wave using multiple-frequency, acoustic-scattering data. ICES Journal of Marine Science, 60:1033-1046. (Pubitemid 37134978)
    • (2003) ICES Journal of Marine Science , vol.60 , Issue.5 , pp. 1033-1046
    • Warren, J.D.1    Stanton, T.K.2    Wiebe, P.H.3    Seim, H.E.4
  • 52
    • 0038538500 scopus 로고    scopus 로고
    • Identification of Southern Ocean acoustic targets using aggregationbackscatter and shape characteristics
    • DOI 10.1016/S1054-3139(03)00062-6
    • Woodd-Walker, R. S., Watkins, J. L., and Brierley, A. S. 2003. Identification of Southern Ocean acoustic targets using aggregation backscatter and shape characteristics. ICES Journal of Marine Science, 60:641-649. (Pubitemid 36770354)
    • (2003) ICES Journal of Marine Science , vol.60 , Issue.3 , pp. 641-649
    • Woodd-Walker, R.S.1    Watkins, J.L.2    Brierley, A.S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.