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Volumn 9, Issue 5, 2014, Pages

Integrating multibeam backscatter angular response, mosaic and bathymetry data for benthic habitat mapping

Author keywords

[No Author keywords available]

Indexed keywords

ACCURACY; ARTICLE; BENTHOS; CLASSIFICATION ALGORITHM; COMPUTER PREDICTION; CONTROLLED STUDY; DATA ANALYSIS; ECOLOGICAL EQUIPMENT; ECOLOGICAL PROCEDURES; HABITAT MAPPING; HABITAT STRUCTURE; IMAGE PROCESSING; IMAGE RECONSTRUCTION; INTERMETHOD COMPARISON; MULTIBEAM ECHOSOUNDER BACKSCATTER ANGULAR RESPONSE; MULTIBEAM ECHOSOUNDER BACKSCATTER MOSAIC; MULTIBEAM ECHOSOUNDER BATHYMETRY; PROCESS CONTROL; PROCESS DESIGN; PROCESS OPTIMIZATION; RANDOM FOREST; SPECIES HABITAT;

EID: 84901277306     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0097339     Document Type: Article
Times cited : (84)

References (68)
  • 4
    • 79955479663 scopus 로고    scopus 로고
    • Benthic habitat mapping: A review of progress towards improved understanding of the spatial ecology of the seafloor using acoustic techniques
    • Brown CJ, Smith SJ, Lawton P, Anderson JT (2011) Benthic habitat mapping: A review of progress towards improved understanding of the spatial ecology of the seafloor using acoustic techniques. Estuarine, Coastal and Shelf Science 92: 502-520.
    • (2011) Estuarine, Coastal and Shelf Science , vol.92 , pp. 502-520
    • Brown, C.J.1    Smith, S.J.2    Lawton, P.3    Anderson, J.T.4
  • 5
    • 67349103063 scopus 로고    scopus 로고
    • Acquisition and processing of backscatter data for habitat mapping - Comparison of multibeam and sidescan systems
    • Le Bas TP, Huvenne VAI (2009) Acquisition and processing of backscatter data for habitat mapping - Comparison of multibeam and sidescan systems. Applied Acoustics 70: 1248-1257.
    • (2009) Applied Acoustics , vol.70 , pp. 1248-1257
    • Le Bas, T.P.1    Huvenne, V.A.I.2
  • 8
    • 84901251878 scopus 로고    scopus 로고
    • Advances in processing and collecting multibeam echosounder data for seabed habitat mapping
    • Lockhart D, Pawlowski RJ, Saade EJ (2005) Advances in processing and collecting multibeam echosounder data for seabed habitat mapping. Benthic Habitats and the Effects of Fishing 41: 179-182.
    • (2005) Benthic Habitats and the Effects of Fishing , vol.41 , pp. 179-182
    • Lockhart, D.1    Pawlowski, R.J.2    Saade, E.J.3
  • 9
    • 0037410935 scopus 로고    scopus 로고
    • Characterizing benthic substrates of Santa Monica Bay with seafloor photography and multibeam sonar imagery
    • DOI 10.1016/S0141-1136(02)00324-0
    • Edwards BD, Dartnell P, Chezar H (2003) Characterizing benthic substrates of Santa Monica Bay with seafloor photography and multibeam sonar imagery. Marine Environmental Research 56: 47-66. (Pubitemid 36332035)
    • (2003) Marine Environmental Research , vol.56 , Issue.1-2 , pp. 47-66
    • Edwards, B.D.1    Dartnell, P.2    Chezar, H.3
  • 10
    • 11144329126 scopus 로고    scopus 로고
    • Predicting seafloor facies from multibeam bathymetry and backscatter data
    • Dartnell P, Gardner JV (2004) Predicting seafloor facies from multibeam bathymetry and backscatter data. Photogrammetric Engineering & Remote Sensing 70: 1081-1091. (Pubitemid 40024882)
    • (2004) Photogrammetric Engineering and Remote Sensing , vol.70 , Issue.9 , pp. 1081-1091
    • Dartnell, P.1    Gardner, J.V.2
  • 11
    • 78650262624 scopus 로고    scopus 로고
    • Detection of deep water benthic macroalgae using image-based classification techniques on multibeam backscatter at Cashes Ledge, Gulf of Maine, USA
    • McGonigle C, Grabowski JH, Brown CJ, Weber TC, Quinn R (2011) Detection of deep water benthic macroalgae using image-based classification techniques on multibeam backscatter at Cashes Ledge, Gulf of Maine, USA. Estuarine, Coastal and Shelf Science 91: 87-101.
    • (2011) Estuarine, Coastal and Shelf Science , vol.91 , pp. 87-101
    • McGonigle, C.1    Grabowski, J.H.2    Brown, C.J.3    Weber, T.C.4    Quinn, R.5
  • 13
    • 41749106180 scopus 로고    scopus 로고
    • Mapping benthic habitat in regions of gradational substrata: An automated approach utilising geophysical, geological, and biological relationships
    • Brown CJ, Collier JS (2008) Mapping benthic habitat in regions of gradational substrata: An automated approach utilising geophysical, geological, and biological relationships. Estuarine, Coastal and Shelf Science 78: 203-214.
    • (2008) Estuarine, Coastal and Shelf Science , vol.78 , pp. 203-214
    • Brown, C.J.1    Collier, J.S.2
  • 14
    • 67349130051 scopus 로고    scopus 로고
    • Textural analyses of multibeam sonar imagery from Stanton Banks, Northern Ireland continental shelf
    • Blondel P, Gómez Sichi O (2009) Textural analyses of multibeam sonar imagery from Stanton Banks, Northern Ireland continental shelf. Applied Acoustics 70: 1288-1297.
    • (2009) Applied Acoustics , vol.70 , pp. 1288-1297
    • Blondel, P.1    Gómez Sichi, O.2
  • 15
    • 34548203203 scopus 로고    scopus 로고
    • Remote estimation of surficial seafloor properties through the application Angular Range Analysis to multibeam sonar data
    • DOI 10.1007/s11001-007-9019-4
    • Fonseca L, Mayer L (2007) Remote estimation of surficial seafloor properties through the application Angular Range Analysis to multibeam sonar data. Marine Geophysical Researches 28: 119-126. (Pubitemid 47322147)
    • (2007) Marine Geophysical Researches , vol.28 , Issue.2 , pp. 119-126
    • Fonseca, L.1    Mayer, L.2
  • 16
    • 78651440093 scopus 로고    scopus 로고
    • Acoustic seabed segmentation from direct statistical clustering of entire multibeam sonar backscatter curves
    • Hamilton LJ, Parnum I (2011) Acoustic seabed segmentation from direct statistical clustering of entire multibeam sonar backscatter curves. Cont Shelf Res 31: 138-148.
    • (2011) Cont Shelf Res , vol.31 , pp. 138-148
    • Hamilton, L.J.1    Parnum, I.2
  • 17
    • 84877827723 scopus 로고    scopus 로고
    • Predictive mapping of seabed cover types using angular response curves of multibeam backscatter data: Testing different feature analysis approaches
    • Huang Z, Siwabessy J, Nichol S, Anderson T, Brooke B (2013) Predictive mapping of seabed cover types using angular response curves of multibeam backscatter data: Testing different feature analysis approaches. Continental Shelf Research 61-62: 12-22.
    • (2013) Continental Shelf Research , vol.61-62 , pp. 12-22
    • Huang, Z.1    Siwabessy, J.2    Nichol, S.3    Anderson, T.4    Brooke, B.5
  • 18
    • 79955480061 scopus 로고    scopus 로고
    • Quantitative characterisation of seafloor substrate and bedforms using advanced processing of multibeam backscatter - Application to Cook Strait, New Zealand
    • Lamarche G, Lurton X, Verdier A-L, Augustin J-M (2010) Quantitative characterisation of seafloor substrate and bedforms using advanced processing of multibeam backscatter - Application to Cook Strait, New Zealand. Cont Shelf Res 31: S93-S109.
    • (2010) Cont Shelf Res , vol.31
    • Lamarche, G.1    Lurton, X.2    Verdier, A.-L.3    Augustin, J.-M.4
  • 19
    • 67349211796 scopus 로고    scopus 로고
    • A Bayesian approach to seafloor classification using multi-beam echo-sounder backscatter data
    • Simons DG, Snellen M (2009) A Bayesian approach to seafloor classification using multi-beam echo-sounder backscatter data. Applied Acoustics 70: 1258-1268.
    • (2009) Applied Acoustics , vol.70 , pp. 1258-1268
    • Simons, D.G.1    Snellen, M.2
  • 20
    • 34248190832 scopus 로고    scopus 로고
    • Multiscale terrain analysis of multibeam bathymetry data for habitat mapping on the continental slope
    • DOI 10.1080/01490410701295962, PII 778065046
    • Wilson MFJ, O'Connell B, Brown C, Guinan JC, Grehan AJ (2007) Multiscale terrain analysis of multibeam bathymetry data for habitat mapping on the Continental Slope. Marine Geodesy 30: 3-35. (Pubitemid 46711299)
    • (2007) Marine Geodesy , vol.30 , Issue.1-2 , pp. 3-35
    • Wilson, M.F.J.1    O'Connell, B.2    Brown, C.3    Guinan, J.C.4    Grehan, A.J.5
  • 21
    • 0037433217 scopus 로고    scopus 로고
    • Automated segmentation of seafloor bathymetry from multibeam echosounder data using local fourier histogram texture features
    • DOI 10.1016/S0022-0981(02)00537-3, PII S0022098102005373
    • Cutter GR, Rzhanov Y, Mayer LA (2003) Automated segmentation of seafloor bathymetry from multibeam echosounder data using local Fourier histogram texture features. Journal of Experimental Marine Biology and Ecology 285-286: 355-370. (Pubitemid 36211193)
    • (2003) Journal of Experimental Marine Biology and Ecology , vol.285-286 , pp. 355-370
    • Cutter Jr., G.R.1    Rzhanov, Y.2    Mayer, L.A.3
  • 22
    • 47649084508 scopus 로고    scopus 로고
    • Modelling distribution of marine benthos from hydroacoustics and underwater video
    • Holmes KW, Van Niel KP, Radford B, Kendrick GA, Grove SL (2008) Modelling distribution of marine benthos from hydroacoustics and underwater video. Cont Shelf Res 28: 1800-1810.
    • (2008) Cont Shelf Res , vol.28 , pp. 1800-1810
    • Holmes, K.W.1    Van Niel, K.P.2    Radford, B.3    Kendrick, G.A.4    Grove, S.L.5
  • 23
    • 32444450104 scopus 로고    scopus 로고
    • Geology-benthos relationships on a temperate rocky bank, eastern Bass Strait, Australia
    • DOI 10.1071/MF04306
    • Beaman RJ, Daniell JJ, Harris PT (2005) Geology-benthos relationships on a temperate rocky bank, eastern Bass Strait, Australia. Marine and Freshwater Research 56: 943-958. (Pubitemid 43225332)
    • (2005) Marine and Freshwater Research , vol.56 , Issue.7 , pp. 943-958
    • Beaman, R.J.1    Daniell, J.J.2    Harris, P.T.3
  • 25
    • 68049109239 scopus 로고    scopus 로고
    • Hydroacoustic remote sensing of benthic biological communities on the shallow South East Australian continental shelf
    • Rattray A, Ierodiaconou D, Laurenson L, Burq S, Reston M (2009) Hydroacoustic remote sensing of benthic biological communities on the shallow South East Australian continental shelf. Estuarine, Coastal and Shelf Science 84: 237-245.
    • (2009) Estuarine, Coastal and Shelf Science , vol.84 , pp. 237-245
    • Rattray, A.1    Ierodiaconou, D.2    Laurenson, L.3    Burq, S.4    Reston, M.5
  • 26
    • 79955476204 scopus 로고    scopus 로고
    • Comparison of automated classification techniques for predicting benthic biological communities using hydroacoustics and video observations
    • Ierodiaconou D, Monk J, Rattray A, Laurenson L, Versace VL (2011) Comparison of automated classification techniques for predicting benthic biological communities using hydroacoustics and video observations. Cont Shelf Res 31: S28-S38.
    • (2011) Cont Shelf Res , vol.31
    • Ierodiaconou, D.1    Monk, J.2    Rattray, A.3    Laurenson, L.4    Versace, V.L.5
  • 27
    • 34547136443 scopus 로고    scopus 로고
    • Marine benthic habitat mapping using multibeam data, georeferencedvideo and image classification techniques in Victoria, Australia
    • Ierodiaconou D, Burq S, Reston M, Laurenson L (2007) Marine benthic habitat mapping using multibeam data, georeferenced video and image classification techniques in Victoria, Australia. Journal of Spatial Science 52: 93-104. (Pubitemid 47104279)
    • (2007) Journal of Spatial Science , vol.52 , Issue.1 , pp. 93-104
    • Ierodiaconou, D.1    Burq, S.2    Reston, M.3    Laurenson, L.4
  • 28
    • 84873720043 scopus 로고    scopus 로고
    • Do marine substrates 'look' and 'sound' the same? Supervised classification of multibeam acoustic data using autonomous underwater vehicle images
    • Lucieer V, Hill NA, Barrett NS, Nichol S (2013) Do marine substrates 'look' and 'sound' the same? Supervised classification of multibeam acoustic data using autonomous underwater vehicle images. Estuarine, Coastal and Shelf Science 117: 94-106.
    • (2013) Estuarine, Coastal and Shelf Science , vol.117 , pp. 94-106
    • Lucieer, V.1    Hill, N.A.2    Barrett, N.S.3    Nichol, S.4
  • 29
    • 84860614520 scopus 로고    scopus 로고
    • A multi-method approach for benthic habitat mapping of shallow coastal areas with high-resolution multibeam data
    • Micallef A, Le Bas TP, Huvenne VAI, Blondel P, Hühnerbach V, et al. (2012) A multi-method approach for benthic habitat mapping of shallow coastal areas with high-resolution multibeam data. Cont Shelf Res 39-40: 14-26.
    • (2012) Cont Shelf Res , vol.39-40 , pp. 14-26
    • Micallef, A.1    Le Bas, T.P.2    Huvenne, V.A.I.3    Blondel, P.4    Hühnerbach, V.5
  • 30
    • 67349100156 scopus 로고    scopus 로고
    • Angular range analysis of acoustic themes from Stanton Banks Ireland: A link between visual interpretation and multibeam echosounder angular signatures
    • Fonseca L, Brown C, Calder B, Mayer L, Rzhanov Y (2009) Angular range analysis of acoustic themes from Stanton Banks Ireland: A link between visual interpretation and multibeam echosounder angular signatures. Applied Acoustics 70: 1298-1304.
    • (2009) Applied Acoustics , vol.70 , pp. 1298-1304
    • Fonseca, L.1    Brown, C.2    Calder, B.3    Mayer, L.4    Rzhanov, Y.5
  • 31
    • 84855295926 scopus 로고    scopus 로고
    • Combining angular response classification and backscatter imagery segmentation for benthic biological habitat mapping
    • Che Hasan R, Ierodiaconou D, Laurenson L (2012) Combining angular response classification and backscatter imagery segmentation for benthic biological habitat mapping. Estuarine, Coastal and Shelf Science 97: 1-9.
    • (2012) Estuarine, Coastal and Shelf Science , vol.97 , pp. 1-9
    • Che Hasan, R.1    Ierodiaconou, D.2    Laurenson, L.3
  • 32
    • 84857923490 scopus 로고    scopus 로고
    • Construction of seafloor thematic maps from multibeam acoustic backscatter angular response data
    • Rzhanov Y, Fonseca L, Mayer L (2012) Construction of seafloor thematic maps from multibeam acoustic backscatter angular response data. Computers & Geosciences 41: 181-187.
    • (2012) Computers & Geosciences , vol.41 , pp. 181-187
    • Rzhanov, Y.1    Fonseca, L.2    Mayer, L.3
  • 33
    • 67349169987 scopus 로고    scopus 로고
    • Neural network classification of multibeam backscatter and bathymetry data from Stanton Bank (Area IV)
    • Marsh I, Brown C (2009) Neural network classification of multibeam backscatter and bathymetry data from Stanton Bank (Area IV). Applied Acoustics 70: 1269-1276.
    • (2009) Applied Acoustics , vol.70 , pp. 1269-1276
    • Marsh, I.1    Brown, C.2
  • 34
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • Breiman L (2001) Random forests. Machine Learning 45: 5-32.
    • (2001) Machine Learning , vol.45 , pp. 5-32
    • Breiman, L.1
  • 35
    • 0345040873 scopus 로고    scopus 로고
    • Classification and Regression by randomForest
    • Liaw A, Wiener M (2002) Classification and Regression by randomForest. R News 2: 18-22.
    • (2002) R News , vol.2 , pp. 18-22
    • Liaw, A.1    Wiener, M.2
  • 37
    • 79959287954 scopus 로고    scopus 로고
    • Predicting Species Diversity of Benthic Communities within Turbid Nearshore Using Full-Waveform Bathymetric LiDAR and Machine Learners
    • Collin A, Archambault P, Long B (2011) Predicting Species Diversity of Benthic Communities within Turbid Nearshore Using Full-Waveform Bathymetric LiDAR and Machine Learners. PLoS ONE 6: e21265.
    • (2011) PLoS ONE , vol.6
    • Collin, A.1    Archambault, P.2    Long, B.3
  • 38
    • 84865045311 scopus 로고    scopus 로고
    • Image-based continental shelf habitat mapping using novel automated data extraction techniques
    • Seiler J, Friedman A, Steinberg D, Barrett N, Williams A, et al. (2012) Image-based continental shelf habitat mapping using novel automated data extraction techniques. Cont Shelf Res 45: 87-97.
    • (2012) Cont Shelf Res , vol.45 , pp. 87-97
    • Seiler, J.1    Friedman, A.2    Steinberg, D.3    Barrett, N.4    Williams, A.5
  • 42
    • 79960718718 scopus 로고    scopus 로고
    • High-frequency multibeam echo-sounder measurements of seafloor backscatter in shallow water: Part 1 Data acquisition and processing
    • Parnum IM, Gavrilov AN (2011) High-frequency multibeam echo-sounder measurements of seafloor backscatter in shallow water: Part 1 Data acquisition and processing. Underwater Technology: The International Journal of the Society for Underwater 30: 3-12.
    • (2011) Underwater Technology: The International Journal of the Society for Underwater , vol.30 , pp. 3-12
    • Parnum, I.M.1    Gavrilov, A.N.2
  • 43
    • 0020642007 scopus 로고
    • Hue-saturation-intensity split-spectrum processing of Seasat radar imagery
    • Daily M (1983) Hue-saturation-intensity split-spectrum processing of Seasat radar imagery. Photogrammetric Engineering & Remote Sensing 49: 349-355.
    • (1983) Photogrammetric Engineering & Remote Sensing , vol.49 , pp. 349-355
    • Daily, M.1
  • 45
    • 79958116173 scopus 로고    scopus 로고
    • Unsupervised fuzzy classification and object-based image analysis of multibeam data to map deep water substrates, Cook Strait, New Zealand
    • Lucieer V, Lamarche G (2011) Unsupervised fuzzy classification and object-based image analysis of multibeam data to map deep water substrates, Cook Strait, New Zealand. Cont Shelf Res 31: 1236-1247.
    • (2011) Cont Shelf Res , vol.31 , pp. 1236-1247
    • Lucieer, V.1    Lamarche, G.2
  • 46
    • 34548228975 scopus 로고    scopus 로고
    • Lava morphology mapping by expert system classification of high-resolution side-scan sonar imagery from the East Pacific Rise, 9°-10°N
    • DOI 10.1007/s11001-007-9015-8
    • Meyer J, White S (2007) Lava morphology mapping by expert system classification of high-resolution side-scan sonar imagery from the East Pacific Rise, 9°-10°N. Marine Geophysical Researches 28: 81-93. (Pubitemid 47322143)
    • (2007) Marine Geophysical Researches , vol.28 , Issue.2 , pp. 81-93
    • Meyer, J.D.1    White, S.M.2
  • 47
    • 84864030944 scopus 로고    scopus 로고
    • Remote identification of a shipwreck site from MBES backscatter
    • Masetti G, Calder B (2012) Remote identification of a shipwreck site from MBES backscatter. Journal of Environmental Management 111: 44-52.
    • (2012) Journal of Environmental Management , vol.111 , pp. 44-52
    • Masetti, G.1    Calder, B.2
  • 52
    • 0026278621 scopus 로고
    • A review of assessing the accuracy of classifications of remotely sensed data
    • Congalton RG (1991) A review of assessing the accuracy of classifications of remotely sensed data. Remote Sensing of Environment 37: 35-46.
    • (1991) Remote Sensing of Environment , vol.37 , pp. 35-46
    • Congalton, R.G.1
  • 53
    • 79960366104 scopus 로고    scopus 로고
    • Can we improve the spatial predictions of seabed sediments? A case study of spatial interpolation of mud content across the southwest Australian margin
    • Li J, Heap AD, Potter A, Huang Z, Daniell JJ (2011) Can we improve the spatial predictions of seabed sediments? A case study of spatial interpolation of mud content across the southwest Australian margin. Cont Shelf Res 31: 1365-1376.
    • (2011) Cont Shelf Res , vol.31 , pp. 1365-1376
    • Li, J.1    Heap, A.D.2    Potter, A.3    Huang, Z.4    Daniell, J.J.5
  • 54
    • 23944460350 scopus 로고    scopus 로고
    • Inhomogeneous substrate analysis using EM300 backscatter imagery
    • DOI 10.1007/s11001-004-1945-9
    • Le Gonidec Y, Lamarche G, Wright I (2003) Inhomogeneous substrate analysis using EM300 backscatter imagery. Marine Geophysical Researches 24: 311-327. (Pubitemid 41194417)
    • (2003) Marine Geophysical Researches , vol.24 , Issue.3-4 , pp. 311-327
    • Le, G.Y.1    Lamarche, G.2    Wright, I.C.3
  • 55
    • 84880812424 scopus 로고    scopus 로고
    • Ningaloo Reef: Shallow Marine Habitats Mapped Using a Hyperspectral Sensor
    • Kobryn HT, Wouters K, Beckley LE, Heege T (2013) Ningaloo Reef: Shallow Marine Habitats Mapped Using a Hyperspectral Sensor. PLoS ONE 8: e70105.
    • (2013) PLoS ONE , vol.8
    • Kobryn, H.T.1    Wouters, K.2    Beckley, L.E.3    Heege, T.4
  • 57
    • 77958151625 scopus 로고    scopus 로고
    • Relationships between multibeam backscatter, sediment grain size and Posidonia oceanica seagrass distribution
    • De Falco G, Tonielli R, Di Martino G, Innangi S, Simeone S, et al. (2010) Relationships between multibeam backscatter, sediment grain size and Posidonia oceanica seagrass distribution. Cont Shelf Res 30: 1941-1950.
    • (2010) Cont Shelf Res , vol.30 , pp. 1941-1950
    • De Falco, G.1    Tonielli, R.2    Di Martino, G.3    Innangi, S.4    Simeone, S.5
  • 58
    • 59149090274 scopus 로고    scopus 로고
    • Predicting suitable habitat for the European lobster (Homarus gammarus), on the Basque continental shelf (Bay of Biscay), using Ecological-Niche Factor Analysis
    • Galparsoro I, Borja Á, Bald J, Liria P, Chust G (2009) Predicting suitable habitat for the European lobster (Homarus gammarus), on the Basque continental shelf (Bay of Biscay), using Ecological-Niche Factor Analysis. Ecological Modelling 220: 556-567.
    • (2009) Ecological Modelling , vol.220 , pp. 556-567
    • Galparsoro, I.1    Borja, Á.2    Bald, J.3    Liria, P.4    Chust, G.5
  • 59
    • 34247267013 scopus 로고    scopus 로고
    • Recent advances in automated genus-specific marine habitat mapping enabled by high-resolution multibeam bathymetry
    • Iampietro PJ, Kvitek RG, Morris E (2005) Recent advances in automated genus-specific marine habitat mapping enabled by high-resolution multibeam bathymetry. Marine Technology Society Journal 39: 83-93.
    • (2005) Marine Technology Society Journal , vol.39 , pp. 83-93
    • Iampietro, P.J.1    Kvitek, R.G.2    Morris, E.3
  • 60
    • 0030744720 scopus 로고    scopus 로고
    • High species richness in the shallow marine waters of south-east Australia
    • Coleman N, Gason ASH, Poore GCB (1997) High species richness in the shallow marine waters of south-east Australia. Marine Ecology Progress Series 154: 17-26. (Pubitemid 27362882)
    • (1997) Marine Ecology Progress Series , vol.154 , pp. 17-26
    • Coleman, N.1    Gason, A.S.H.2    Poore, G.C.B.3
  • 61
    • 0030621077 scopus 로고    scopus 로고
    • Marine biodiversity: Patterns, threats and conservation needs
    • Gray JS (1997) Marine biodiversity: patterns, threats and conservation needs. Biodiversity and Conservation 6: 153-175.
    • (1997) Biodiversity and Conservation , vol.6 , pp. 153-175
    • Gray, J.S.1
  • 62
    • 23944502373 scopus 로고
    • Analysis of multibeam echo-sounder signals from the deep seafloor
    • Lurton X, Dugelay S, Augustin JM (1994) Analysis of multibeam echo-sounder signals from the deep seafloor. OCEANS '94. pp. 213-218.
    • (1994) OCEANS '94 , pp. 213-218
    • Lurton, X.1    Dugelay, S.2    Augustin, J.M.3
  • 63
    • 79960713915 scopus 로고    scopus 로고
    • High-frequency multibeam echo-sounder measurements of seafloor backscatter in shallow water: Part 2 Mosaic production, analysis and classification
    • Parnum IM, Gavrilov AN (2011) High-frequency multibeam echo-sounder measurements of seafloor backscatter in shallow water: Part 2 Mosaic production, analysis and classification. Underwater Technology: The International Journal of the Society for Underwater 30: 13-26.
    • (2011) Underwater Technology: The International Journal of the Society for Underwater , vol.30 , pp. 13-26
    • Parnum, I.M.1    Gavrilov, A.N.2
  • 65
    • 27744449700 scopus 로고    scopus 로고
    • Benthic mapping using sonar, video transects, and an innovative approach to accuracy assessment: A characterization of bottom features in the Georgia Bight
    • DOI 10.2112/03-0101R.1
    • Kendall MS, Jensen OP, Alexander C, Field D, McFall G, et al. (2005) Benthic Mapping Using Sonar, Video Transects, and an Innovative Approach to Accuracy Assessment: A Characterization of Bottom Features in the Georgia Bight. Journal of Coastal Research 21: 1154-1165. (Pubitemid 41628387)
    • (2005) Journal of Coastal Research , vol.21 , Issue.6 , pp. 1154-1165
    • Kendall, M.S.1    Jensen, O.P.2    Alexander, C.3    Field, D.4    McFall, G.5    Bohne, R.6    Monaco, M.E.7
  • 66
    • 0036326480 scopus 로고    scopus 로고
    • Modification of marine habitats by trawling activities: Prognosis and solutions
    • DOI 10.1046/j.1467-2979.2002.00079.x
    • Kaiser MJ, Collie JS, Hall SJ, Jennings S, Poiner IR (2002) Modification of marine habitats by trawling activities: prognosis and solutions. Fish and Fisheries 3: 114-136. (Pubitemid 34834633)
    • (2002) Fish and Fisheries , vol.3 , Issue.2 , pp. 114-136
    • Kaiser, M.J.1    Collie, J.S.2    Hall, S.J.3    Jennings, S.4    Poiner, I.R.5
  • 67
    • 15944407154 scopus 로고    scopus 로고
    • The relationship between fish species richness, abundance and habitat complexity in a range of shallow tropical marine habitats
    • DOI 10.1111/j.1095-8649.2005.00629.x
    • Gratwicke B, Speight MR (2005) The relationship between fish species richness, abundance and habitat complexity in a range of shallow tropical marine habitats. Journal of Fish Biology 66: 650-667. (Pubitemid 40428280)
    • (2005) Journal of Fish Biology , vol.66 , Issue.3 , pp. 650-667
    • Gratwicke, B.1    Speight, M.R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.