메뉴 건너뛰기




Volumn 84, Issue , 2014, Pages 107-119

Mapping seabed sediments: Comparison of manual, geostatistical, object-based image analysis and machine learning approaches

Author keywords

Benthic; Habitat; Mapping; Marine; North Sea; Sediment

Indexed keywords

BACKSCATTER; CLASSIFICATION; DATA SET; GEOSTATISTICS; IMAGE ANALYSIS; MACHINERY; MAPPING METHOD; MARINE ENVIRONMENT; SEAFLOOR; SEDIMENT ANALYSIS;

EID: 84902588269     PISSN: 02784343     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.csr.2014.05.004     Document Type: Article
Times cited : (174)

References (75)
  • 3
    • 0037140382 scopus 로고    scopus 로고
    • Large-scale bedforms, sediment distribution and sand mobility in the eastern North Sea off the Danish west coast
    • Anthony D., Leth J.O. Large-scale bedforms, sediment distribution and sand mobility in the eastern North Sea off the Danish west coast. Mar. Geol. 2002, 182:247-263.
    • (2002) Mar. Geol. , vol.182 , pp. 247-263
    • Anthony, D.1    Leth, J.O.2
  • 4
    • 73249139477 scopus 로고    scopus 로고
    • Object based image analysis for remote sensing
    • Blaschke T. Object based image analysis for remote sensing. ISPRS J. Photogramm. Remote Sens. 2010, 65:2-16.
    • (2010) ISPRS J. Photogramm. Remote Sens. , vol.65 , pp. 2-16
    • Blaschke, T.1
  • 5
    • 67349130051 scopus 로고    scopus 로고
    • Textural analyses of multibeam sonar imagery from Stanton Banks, Northern Ireland continental shelf
    • Blondel P., Gomez Sichi O. Textural analyses of multibeam sonar imagery from Stanton Banks, Northern Ireland continental shelf. Appl. Acoust. 2009, 70:1288-1297.
    • (2009) Appl. Acoust. , vol.70 , pp. 1288-1297
    • Blondel, P.1    Gomez Sichi, O.2
  • 6
    • 0035478854 scopus 로고    scopus 로고
    • Random Forests
    • Breiman L. Random Forests. Mach. Learn. 2001, 45:5-32.
    • (2001) Mach. Learn. , vol.45 , pp. 5-32
    • Breiman, L.1
  • 7
    • 41749106180 scopus 로고    scopus 로고
    • Mapping benthic habitat in regions of gradational substrata: an automated approach utilising geophysical, geological, and biological relationships
    • Brown C.J., Collier J.S. Mapping benthic habitat in regions of gradational substrata: an automated approach utilising geophysical, geological, and biological relationships. Estuarine Coastal Shelf Sci. 2008, 78:203-214.
    • (2008) Estuarine Coastal Shelf Sci. , vol.78 , pp. 203-214
    • Brown, C.J.1    Collier, J.S.2
  • 8
    • 19744380311 scopus 로고    scopus 로고
    • Mapping seabed habitats in the Firth of Lorn off the west coast of Scotland: evaluation and comparison of habitat maps produced using the acoustic ground-discrimination system, RoxAnn, and sidescan sonar
    • Brown C.J., Mitchell A., Limpenny D.S., Robertson M.R., Service M., Golding N. Mapping seabed habitats in the Firth of Lorn off the west coast of Scotland: evaluation and comparison of habitat maps produced using the acoustic ground-discrimination system, RoxAnn, and sidescan sonar. ICES J. Mar. Sci. 2005, 62:790-802.
    • (2005) ICES J. Mar. Sci. , vol.62 , pp. 790-802
    • Brown, C.J.1    Mitchell, A.2    Limpenny, D.S.3    Robertson, M.R.4    Service, M.5    Golding, N.6
  • 9
    • 84861543010 scopus 로고    scopus 로고
    • Multiple methods, maps, and management applications: purpose made seafloor maps in support of ocean management
    • Brown C.J., Sameoto J.A., Smith S.J. Multiple methods, maps, and management applications: purpose made seafloor maps in support of ocean management. J. Sea Res. 2012, 72:1-13.
    • (2012) J. Sea Res. , vol.72 , pp. 1-13
    • Brown, C.J.1    Sameoto, J.A.2    Smith, S.J.3
  • 10
    • 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 C.J., Smith S.J., Lawton P., Anderson J.T. Benthic habitat mapping: a review of progress towards improved understanding of the spatial ecology of the seafloor using acoustic techniques. Estuarine Coastal Shelf Sci. 2011, 92:502-520.
    • (2011) Estuarine Coastal Shelf Sci. , vol.92 , pp. 502-520
    • Brown, C.J.1    Smith, S.J.2    Lawton, P.3    Anderson, J.T.4
  • 11
    • 79955483194 scopus 로고    scopus 로고
    • Image-based classification of multibeam sonar backscatter data for objective surficial sediment mapping of Georges Bank, Canada
    • Brown C.J., Todd B.J., Kostylev V.E., Pickrill R.A. Image-based classification of multibeam sonar backscatter data for objective surficial sediment mapping of Georges Bank, Canada. Cont. Shelf Res. 2011, 31:S110-S119.
    • (2011) Cont. Shelf Res. , vol.31
    • Brown, C.J.1    Todd, B.J.2    Kostylev, V.E.3    Pickrill, R.A.4
  • 12
    • 70149086587 scopus 로고    scopus 로고
    • Prediction of benthic biotopes on a Norwegian offshore bank using a combination of multivariate analysis and GIS classification
    • Buhl-Mortensen P., Dolan M., Buhl-Mortensen L. Prediction of benthic biotopes on a Norwegian offshore bank using a combination of multivariate analysis and GIS classification. ICES J. Mar. Sci. 2009, 66:2026-2032.
    • (2009) ICES J. Mar. Sci. , vol.66 , pp. 2026-2032
    • Buhl-Mortensen, P.1    Dolan, M.2    Buhl-Mortensen, L.3
  • 13
    • 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. Combining angular response classification and backscatter imagery segmentation for benthic biological habitat mapping. Estuarine Coastal Shelf Sci. 2012, 97:1-9.
    • (2012) Estuarine Coastal Shelf Sci. , vol.97 , pp. 1-9
    • Che Hasan, R.1    Ierodiaconou, D.2    Laurenson, L.3
  • 14
    • 84870807305 scopus 로고    scopus 로고
    • Evaluation of four supervised learning methods for benthic habitat mapping using backscatter from multi-beam sonar
    • Che Hasan R., Ierodiaconou D., Monk J. Evaluation of four supervised learning methods for benthic habitat mapping using backscatter from multi-beam sonar. Remote Sens. 2012, 4:3427-3443.
    • (2012) Remote Sens. , vol.4 , pp. 3427-3443
    • Che Hasan, R.1    Ierodiaconou, D.2    Monk, J.3
  • 15
    • 77951429045 scopus 로고    scopus 로고
    • Objective stratification and sampling-effort allocation of ground-truthing in benthic-mapping surveys
    • Clements A.J., Strong J.A., Flanagan C., Service M. Objective stratification and sampling-effort allocation of ground-truthing in benthic-mapping surveys. ICES J. Mar. Sci. 2010, 67:628-637.
    • (2010) ICES J. Mar. Sci. , vol.67 , pp. 628-637
    • Clements, A.J.1    Strong, J.A.2    Flanagan, C.3    Service, M.4
  • 16
    • 84973587732 scopus 로고
    • A coefficient of agreement for nominal scales
    • Cohen J. A coefficient of agreement for nominal scales. Educ. Psychol. Meas. 1960, 20:37-46.
    • (1960) Educ. Psychol. Meas. , vol.20 , pp. 37-46
    • Cohen, J.1
  • 17
    • 0026278621 scopus 로고
    • A review of assessing the accuracy of classifications of remotely sensed data
    • Congalton R.G. A review of assessing the accuracy of classifications of remotely sensed data. Remote Sens. Environ. 1991, 37:35-46.
    • (1991) Remote Sens. Environ. , vol.37 , pp. 35-46
    • Congalton, R.G.1
  • 18
    • 11144329126 scopus 로고    scopus 로고
    • Predicting seafloor facies from multibeam bathymetry and backscatter data
    • Dartnell P., Gardner J.V. Predicting seafloor facies from multibeam bathymetry and backscatter data. Photogramm. Eng. Remote Sens. 2004, 70:1081-1091.
    • (2004) Photogramm. Eng. Remote Sens. , vol.70 , pp. 1081-1091
    • Dartnell, P.1    Gardner, J.V.2
  • 19
    • 33646700553 scopus 로고    scopus 로고
    • Decadal scale stability of sorted bedforms, German Bight, southeastern North Sea
    • Diesing M., Kubicki A., Winter C., Schwarzer K. Decadal scale stability of sorted bedforms, German Bight, southeastern North Sea. Cont. Shelf Res. 2006, 26:902-916.
    • (2006) Cont. Shelf Res. , vol.26 , pp. 902-916
    • Diesing, M.1    Kubicki, A.2    Winter, C.3    Schwarzer, K.4
  • 20
    • 77951189897 scopus 로고    scopus 로고
    • ESP: a tool to estimate scale parameter for multiresolution image segmentation of remotely sensed data
    • Dragut L., Tiede D., Levick S.R. ESP: a tool to estimate scale parameter for multiresolution image segmentation of remotely sensed data. Int. J. Geogr. Inform. Sci. 2010, 24:859-871.
    • (2010) Int. J. Geogr. Inform. Sci. , vol.24 , pp. 859-871
    • Dragut, L.1    Tiede, D.2    Levick, S.R.3
  • 21
    • 84860267020 scopus 로고    scopus 로고
    • Multiple classifier system for remote sensing image classification: a review
    • Du P., Xia J., Zhang W., Tan K., Liu Y., Liu S. Multiple classifier system for remote sensing image classification: a review. Sensors 2012, 12:4764-4792.
    • (2012) Sensors , vol.12 , pp. 4764-4792
    • Du, P.1    Xia, J.2    Zhang, W.3    Tan, K.4    Liu, Y.5    Liu, S.6
  • 22
    • 84902594349 scopus 로고
    • Offshore Investigations 1966-87. British Geological Survey Technical Report WB/89/2. British Geological Survey, Keyworth, Nottingham.
    • Fannin, N.G.T., 1989. Offshore Investigations 1966-87. British Geological Survey Technical Report WB/89/2. British Geological Survey, Keyworth, Nottingham.
    • (1989)
    • Fannin, N.G.T.1
  • 23
    • 0000434604 scopus 로고
    • The distinction between grain size and mineral composition in sedimentary-rock nomenclature
    • Folk R.L. The distinction between grain size and mineral composition in sedimentary-rock nomenclature. J. Geol. 1954, 62:344-359.
    • (1954) J. Geol. , vol.62 , pp. 344-359
    • Folk, R.L.1
  • 25
    • 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. Angular range analysis of acoustic themes from Stanton Banks Ireland: a link between visual interpretation and multibeam echosounder angular signatures. Appl. Acoust. 2009, 70:1298-1304.
    • (2009) Appl. Acoust. , vol.70 , pp. 1298-1304
    • Fonseca, L.1    Brown, C.2    Calder, B.3    Mayer, L.4    Rzhanov, Y.5
  • 26
    • 0036213079 scopus 로고    scopus 로고
    • Status of land cover classification accuracy assessment
    • Foody G.M. Status of land cover classification accuracy assessment. Remote Sens. Environ. 2002, 80:185-201.
    • (2002) Remote Sens. Environ. , vol.80 , pp. 185-201
    • Foody, G.M.1
  • 27
    • 3042661357 scopus 로고    scopus 로고
    • Thematic map comparison: evaluating the statistical significance of differences in classification accuracy
    • Foody G.M. Thematic map comparison: evaluating the statistical significance of differences in classification accuracy. Photogramm. Eng. Remote Sens. 2004, 70:627-633.
    • (2004) Photogramm. Eng. Remote Sens. , vol.70 , pp. 627-633
    • Foody, G.M.1
  • 29
    • 4344598399 scopus 로고    scopus 로고
    • Seabed characterization on the New Jersey middle and outer shelf: correlatability and spatial variability of seafloor sediment properties
    • Goff J.A., Kraft B.J., Mayer L.A., Schock S.G., Sommerfield C.K., Olson H.C., Gulick S.P.S., Nordfjord S. Seabed characterization on the New Jersey middle and outer shelf: correlatability and spatial variability of seafloor sediment properties. Mar. Geol. 2004, 209:147-172.
    • (2004) Mar. Geol. , vol.209 , pp. 147-172
    • Goff, J.A.1    Kraft, B.J.2    Mayer, L.A.3    Schock, S.G.4    Sommerfield, C.K.5    Olson, H.C.6    Gulick, S.P.S.7    Nordfjord, S.8
  • 31
    • 0033887520 scopus 로고    scopus 로고
    • Correlation of side-scan backscatter intensity with grain-size distribution of shelf sediments, New Jersey margin
    • Goff J.A., Olson H.C., Duncan C.S. Correlation of side-scan backscatter intensity with grain-size distribution of shelf sediments, New Jersey margin. Geo-Mar. Lett. 2000, 20:43-49.
    • (2000) Geo-Mar. Lett. , vol.20 , pp. 43-49
    • Goff, J.A.1    Olson, H.C.2    Duncan, C.S.3
  • 32
    • 1242322015 scopus 로고    scopus 로고
    • Suspension of coarse and fine sand on a wave-dominated shoreface, with implications for the development of rippled scour depressions
    • Green M.O., Vincent C.E., Trembanis A.C. Suspension of coarse and fine sand on a wave-dominated shoreface, with implications for the development of rippled scour depressions. Cont. Shelf Res. 2004, 24:317-335.
    • (2004) Cont. Shelf Res. , vol.24 , pp. 317-335
    • Green, M.O.1    Vincent, C.E.2    Trembanis, A.C.3
  • 34
    • 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 V.L. Comparison of automated classification techniques for predicting benthic biological communities using hydroacoustics and video observations. Cont. Shelf Res. 2011, 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
  • 37
    • 0038082024 scopus 로고    scopus 로고
    • An overview of seabed mapping technologies in the context of marine habitat classification
    • Kenny A.J., Cato I., Desprez M., Fader G., Schuttenhelm R.T.E., Side J. An overview of seabed mapping technologies in the context of marine habitat classification. ICES J. Mar. Sci. 2003, 60:411-418.
    • (2003) ICES J. Mar. Sci. , vol.60 , pp. 411-418
    • Kenny, A.J.1    Cato, I.2    Desprez, M.3    Fader, G.4    Schuttenhelm, R.T.E.5    Side, J.6
  • 38
    • 33748418858 scopus 로고    scopus 로고
    • Can old analogue sidescan sonar data still be useful? An example of a sonograph mosaic geo-coded by the DECCA navigation system
    • Kubicki A., Diesing M. Can old analogue sidescan sonar data still be useful? An example of a sonograph mosaic geo-coded by the DECCA navigation system. Cont. Shelf Res. 2006, 26:1858-1867.
    • (2006) Cont. Shelf Res. , vol.26 , pp. 1858-1867
    • Kubicki, A.1    Diesing, M.2
  • 39
    • 0029519677 scopus 로고
    • Components of accuracy of maps with special reference to discriminant anlysis on remote sensor data
    • Lark R.M. Components of accuracy of maps with special reference to discriminant anlysis on remote sensor data. Int. J. Remote Sens. 1995, 16:1461-1480.
    • (1995) Int. J. Remote Sens. , vol.16 , pp. 1461-1480
    • Lark, R.M.1
  • 40
    • 34248329910 scopus 로고    scopus 로고
    • Cokriging particle size fractions of the soil
    • Lark R.M., Bishop T.F.A. Cokriging particle size fractions of the soil. Eur. J. Soil Sci. 2007, 58:763-774.
    • (2007) Eur. J. Soil Sci. , vol.58 , pp. 763-774
    • Lark, R.M.1    Bishop, T.F.A.2
  • 41
    • 84868303068 scopus 로고    scopus 로고
    • Spatial prediction of seabed sediment texture classes by cokriging from a legacy database of point observations
    • Lark R.M., Dove D., Green S.L., Richardson A.E., Stewart H., Stevenson A. Spatial prediction of seabed sediment texture classes by cokriging from a legacy database of point observations. Sediment. Geol. 2012, 281:35-49.
    • (2012) Sediment. Geol. , vol.281 , pp. 35-49
    • Lark, R.M.1    Dove, D.2    Green, S.L.3    Richardson, A.E.4    Stewart, H.5    Stevenson, A.6
  • 42
    • 0026468660 scopus 로고
    • The accuracy and coverage of Loran-C and of the Decca navigator system-and the fallacy of fixed errors
    • Last D. The accuracy and coverage of Loran-C and of the Decca navigator system-and the fallacy of fixed errors. J. Navig. 1992, 45:36-51.
    • (1992) J. Navig. , vol.45 , pp. 36-51
    • Last, D.1
  • 43
    • 84902594351 scopus 로고    scopus 로고
    • PRISM: Processing of Remotely-sensed Imagery for Seafloor Mapping. A Collection of Software for the Processing, Analysis and Enhancement of Sidescan Sonar Imagery. SOC Technical Report. Southampton.
    • LeBas, T.P., Hühnerbach, V., 1998. PRISM: Processing of Remotely-sensed Imagery for Seafloor Mapping. A Collection of Software for the Processing, Analysis and Enhancement of Sidescan Sonar Imagery. SOC Technical Report. Southampton.
    • (1998)
    • LeBas, T.P.1    Hühnerbach, V.2
  • 44
    • 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 A.D., Potter A., Huang Z., Daniell J.J. 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. 2011, 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
  • 45
    • 0345040873 scopus 로고    scopus 로고
    • Classification and regression by Random Forest
    • Liaw A., Wiener M. Classification and regression by Random Forest. R News 2002, 2/3:18-22.
    • (2002) R News , pp. 18-22
    • Liaw, A.1    Wiener, M.2
  • 46
    • 84902594340 scopus 로고    scopus 로고
    • BGS Detailed Explanation of Seabed Sediment Modified Folk Classification.
    • Long, D., 2006. BGS Detailed Explanation of Seabed Sediment Modified Folk Classification.
    • (2006)
    • Long, D.1
  • 47
    • 33947591833 scopus 로고    scopus 로고
    • A survey of image classification methods and techniques for improving classification performance
    • Lu D., Weng Q. A survey of image classification methods and techniques for improving classification performance. Int. J. Remote Sens. 2007, 28:823-870.
    • (2007) Int. J. Remote Sens. , vol.28 , pp. 823-870
    • Lu, D.1    Weng, Q.2
  • 48
    • 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 N.A., Barrett N.S., Nichol S. Do marine substrates 'look' and 'sound' the same? Supervised classification of multibeam acoustic data using autonomous underwater vehicle images. Estuarine Coastal Shelf Sci. 2013, 117:94-106.
    • (2013) Estuarine Coastal Shelf Sci. , vol.117 , pp. 94-106
    • Lucieer, V.1    Hill, N.A.2    Barrett, N.S.3    Nichol, S.4
  • 49
    • 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. Unsupervised fuzzy classification and object-based image analysis of multibeam data to map deep water substrates, Cook Strait, New Zealand. Cont. Shelf Res. 2011, 31:1236-1247.
    • (2011) Cont. Shelf Res. , vol.31 , pp. 1236-1247
    • Lucieer, V.1    Lamarche, G.2
  • 50
    • 37549014903 scopus 로고    scopus 로고
    • Object-oriented classification of sidescan sonar data for mapping benthic marine habitats
    • Lucieer V.L. Object-oriented classification of sidescan sonar data for mapping benthic marine habitats. Int. J. Remote Sens. 2008, 29:905-921.
    • (2008) Int. J. Remote Sens. , vol.29 , pp. 905-921
    • Lucieer, V.L.1
  • 52
    • 77952238401 scopus 로고    scopus 로고
    • A tutorial on support vector machine-based methods for classification problems in chemometrics
    • Luts J., Ojeda F., Plas R., Van De Moor B., De Huffel S., Van Suykens J.A.K. A tutorial on support vector machine-based methods for classification problems in chemometrics. Anal. Chim. Acta 2010, 665:129-145.
    • (2010) Anal. Chim. Acta , vol.665 , pp. 129-145
    • Luts, J.1    Ojeda, F.2    Plas, R.3    Van De Moor, B.4    De Huffel, S.5    Van Suykens, J.A.K.6
  • 53
    • 67349169987 scopus 로고    scopus 로고
    • Neural network classification of multibeam backscatter and bathymetry data from Stanton Bank (Area IV)
    • Marsh I., Brown C. Neural network classification of multibeam backscatter and bathymetry data from Stanton Bank (Area IV). Appl. Acoust. 2009, 70:1269-1276.
    • (2009) Appl. Acoust. , vol.70 , pp. 1269-1276
    • Marsh, I.1    Brown, C.2
  • 54
    • 33751011129 scopus 로고    scopus 로고
    • Rounded zeros: some practical aspects for compositional data
    • Geological Society of London, A. Buccianti, G. Mateu-Figueras, V. Pawlowsky- Glahn (Eds.)
    • Martín-Fernandéz J.A., Thió-Henestrosa S. Rounded zeros: some practical aspects for compositional data. Compositional Data Analysis in the Geosciences: From Theory to Practice 2006, 191-201. Geological Society of London. A. Buccianti, G. Mateu-Figueras, V. Pawlowsky- Glahn (Eds.).
    • (2006) Compositional Data Analysis in the Geosciences: From Theory to Practice , pp. 191-201
    • Martín-Fernandéz, J.A.1    Thió-Henestrosa, S.2
  • 55
    • 58149288059 scopus 로고    scopus 로고
    • Evaluation of image-based multibeam sonar backscatter classification for benthic habitat discrimination and mapping at Stanton Banks, UK
    • McGonigle C., Brown C., Quinn R., Grabowski J. Evaluation of image-based multibeam sonar backscatter classification for benthic habitat discrimination and mapping at Stanton Banks, UK. Estuarine Coastal Shelf Sci. 2009, 81:423-437.
    • (2009) Estuarine Coastal Shelf Sci. , vol.81 , pp. 423-437
    • McGonigle, C.1    Brown, C.2    Quinn, R.3    Grabowski, J.4
  • 57
    • 76549254593 scopus 로고
    • Notes on continuous stochastic phenomena
    • Moran P. Notes on continuous stochastic phenomena. Biometrika 1950, 37(1-2):17-23.
    • (1950) Biometrika , vol.37 , Issue.1-2 , pp. 17-23
    • Moran, P.1
  • 58
    • 1242299561 scopus 로고    scopus 로고
    • A new hypothesis and exploratory model for the formation of large-scale inner-shelf sediment sorting and "rippled scour depressions"
    • Murray A.B., Thieler E.R. A new hypothesis and exploratory model for the formation of large-scale inner-shelf sediment sorting and "rippled scour depressions". Cont. Shelf Res. 2004, 24:295-315.
    • (2004) Cont. Shelf Res. , vol.24 , pp. 295-315
    • Murray, A.B.1    Thieler, E.R.2
  • 59
    • 1242322419 scopus 로고    scopus 로고
    • Spatially quantitative seafloor habitat mapping: example from the northern South Carolina inner continental shelf
    • Ojeda G.Y., Gayes P.T., Van Dolah R.F., Schwab W.C. Spatially quantitative seafloor habitat mapping: example from the northern South Carolina inner continental shelf. Estuarine Coastal Shelf Sci. 2004, 59:399-416.
    • (2004) Estuarine Coastal Shelf Sci. , vol.59 , pp. 399-416
    • Ojeda, G.Y.1    Gayes, P.T.2    Van Dolah, R.F.3    Schwab, W.C.4
  • 63
    • 67349226795 scopus 로고    scopus 로고
    • Automated acoustic seabed classification of multibeam images of Stanton Banks
    • Preston J. Automated acoustic seabed classification of multibeam images of Stanton Banks. Appl. Acoust. 2009, 70:1277-1287.
    • (2009) Appl. Acoust. , vol.70 , pp. 1277-1287
    • Preston, J.1
  • 64
    • 68049109239 scopus 로고    scopus 로고
    • Hydro-acoustic remote sensing of benthic biological communities on the shallow South East Australian continental shelf
    • Rattray A., Ierodiaconou D., Laurenson L., Burq S., Reston M. Hydro-acoustic remote sensing of benthic biological communities on the shallow South East Australian continental shelf. Estuarine Coastal Shelf Sci. 2009, 84:237-245.
    • (2009) Estuarine Coastal Shelf Sci. , vol.84 , pp. 237-245
    • Rattray, A.1    Ierodiaconou, D.2    Laurenson, L.3    Burq, S.4    Reston, M.5
  • 65
    • 33947523793 scopus 로고    scopus 로고
    • A bottom-up methodology for integrating underwater video and acoustic mapping for seafloor substrate classification
    • Rooper C.N., Zimmermann M. A bottom-up methodology for integrating underwater video and acoustic mapping for seafloor substrate classification. Cont. Shelf Res. 2007, 27:947-957.
    • (2007) Cont. Shelf Res. , vol.27 , pp. 947-957
    • Rooper, C.N.1    Zimmermann, M.2
  • 66
    • 0037430720 scopus 로고    scopus 로고
    • Coastline evolution at different time scales-examples from the Pomeranian Bight, southern Baltic Sea
    • Schwarzer K., Diesing M., Larson M., Niedermeyer R.-O., Schumacher W., Furmanczyk K. Coastline evolution at different time scales-examples from the Pomeranian Bight, southern Baltic Sea. Mar. Geol. 2003, 194:79-101.
    • (2003) Mar. Geol. , vol.194 , pp. 79-101
    • Schwarzer, K.1    Diesing, M.2    Larson, M.3    Niedermeyer, R.-O.4    Schumacher, W.5    Furmanczyk, K.6
  • 67
    • 67349211796 scopus 로고    scopus 로고
    • A Bayesian approach to seafloor classification using multi-beam echo-sounder backscatter data
    • Simons D.G., Snellen M. A Bayesian approach to seafloor classification using multi-beam echo-sounder backscatter data. Appl. Acoust. 2009, 70:1258-1268.
    • (2009) Appl. Acoust. , vol.70 , pp. 1258-1268
    • Simons, D.G.1    Snellen, M.2
  • 68
    • 0031255580 scopus 로고    scopus 로고
    • Selecting and interpreting measures of thematic classification accuracy
    • Stehman S.V. Selecting and interpreting measures of thematic classification accuracy. Remote Sens. Environ. 1997, 62:77-89.
    • (1997) Remote Sens. Environ. , vol.62 , pp. 77-89
    • Stehman, S.V.1
  • 69
    • 84899433400 scopus 로고    scopus 로고
    • A comparison of supervised classification methods for the prediction of substrate type using multibeam acoustic and legacy grain-size data
    • Stephens D., Diesing M. A comparison of supervised classification methods for the prediction of substrate type using multibeam acoustic and legacy grain-size data. PLoS One 2014, 9:e93950.
    • (2014) PLoS One , vol.9
    • Stephens, D.1    Diesing, M.2
  • 71
    • 24144488401 scopus 로고    scopus 로고
    • Sediment mobility in the Pomeranian Bight (Baltic Sea): a case study based on sidescan-sonar images and hydrodynamic modelling
    • Tauber F., Emeis K.-C. Sediment mobility in the Pomeranian Bight (Baltic Sea): a case study based on sidescan-sonar images and hydrodynamic modelling. Geo-Mar. Lett. 2005, 25:221-229.
    • (2005) Geo-Mar. Lett. , vol.25 , pp. 221-229
    • Tauber, F.1    Emeis, K.-C.2
  • 73
    • 84864326519 scopus 로고    scopus 로고
    • Application of 2D Fourier filtering for elimination of stripe noise in side-scan sonar mosaics
    • Wilken D., Feldens P., Wunderlich T., Heinrich C. Application of 2D Fourier filtering for elimination of stripe noise in side-scan sonar mosaics. Geo-Mar. Lett. 2012, 32:337-347.
    • (2012) Geo-Mar. Lett. , vol.32 , pp. 337-347
    • Wilken, D.1    Feldens, P.2    Wunderlich, T.3    Heinrich, C.4
  • 74
    • 34248190832 scopus 로고    scopus 로고
    • Multiscale terrain analysis of multibeam bathymetry data for habitat mapping on the continental slope
    • Wilson M.F.J., O'Connell B., Brown C., Guinan J.C., Grehan A.J. Multiscale terrain analysis of multibeam bathymetry data for habitat mapping on the continental slope. Mar. Geod. 2007, 30(1-2):3-35.
    • (2007) Mar. Geod. , 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


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.