Seabed habitat mapping employing single and multi-beam backscatter data: A case study from the western continental shelf of India

被引:21
|
作者
Haris, K. [1 ]
Chakraborty, Bishwajit [1 ]
Ingole, Baban [1 ]
Menezes, Andrew [1 ]
Srivastava, Ratan [1 ]
机构
[1] Natl Inst Oceanog, Geol Oceanog Div, Council Sci & Ind Res, Panaji 403004, Goa, India
关键词
Backscatter strength; Habitat mapping; Multi-beam; Single-beam; MARINE HABITATS; NEURAL-NETWORK; HIGH-FREQUENCY; GRAIN-SIZE; CLASSIFICATION; SEDIMENTS; DISCRIMINATION; MACROBENTHOS; VARIABILITY; COAST;
D O I
10.1016/j.csr.2012.08.010
中图分类号
P7 [海洋学];
学科分类号
0707 ;
摘要
Acoustic backscatter from multi-beam echo-sounder (MBES) and dual-frequency single-beam echo-sounding systems (SBES) operable at 95 kHz and 33/210 kHz, respectively, were used to study the distribution of sediment texture and benthic macro-fauna along the central part of the western continental shelf of India (off Goa). To characterize the continental shelf seafloor, single-beam and multi-beam backscatter signals were acquired along with grab sediment samples. The relationships between processed acoustic backscatter strength, grain size, and benthic macro-fauna abundance were demonstrated employing clustering technique (PCA) and Geographic Information System (GIS) based mapping. The clustering analysis delineated that the backscatter values at three frequencies are strongly correlated with both substrate type and faunal functional groups. The preferences of deposit feeders (soft body benthic macro-fauna) for the fine-sediment regions and filter feeders (hard body benthic macro-fauna) for coarse sediment regions were linked to the variations in sediment granulometry as well as backscatter strengths in the study area. This study further demonstrates the utility of high frequency backscatter data employing echo-sounding systems towards the interpretation of seafloor sediments and benthic habitat characteristics across large areas of seafloor. (C) 2012 Elsevier Ltd. All rights reserved.
引用
收藏
页码:40 / 49
页数:10
相关论文
共 50 条
  • [1] SEABED MULTI-BEAM BACKSCATTER MAPPING OF THE AUSTRALIAN CONTINENTAL MARGIN
    Kloser, Rudy J.
    Keith, Gordon
    ACOUSTICS AUSTRALIA, 2013, 41 (01) : 65 - 72
  • [2] Seabed multi-beam back scatter mapping of the Australian continental margin
    1600, Australian Acoustical Society, Singapore (41):
  • [3] Mapping biotic and abiotic seafloor habitat characteristics with multi-spectral multi-beam backscatter data
    Mestdagh, Sebastiaan
    Bai, Qian
    Snellen, Mirjam
    OCEANS 2023 - LIMERICK, 2023,
  • [4] Improving seabed classification from Multi-Beam Echo Sounder (MBES) backscatter data with visual data mining
    Kazi Ishtiak Ahmed
    Urška Demšar
    Journal of Coastal Conservation, 2013, 17 : 559 - 577
  • [5] Improving seabed classification from Multi-Beam Echo Sounder (MBES) backscatter data with visual data mining
    Ahmed, Kazi Ishtiak
    Demsar, Urska
    JOURNAL OF COASTAL CONSERVATION, 2013, 17 (03) : 559 - 577
  • [6] Seabed Mixed Sediment Classification with Multi-beam Echo Sounder Backscatter Data in Jiaozhou Bay
    Tang, Qiuhua
    Lei, Ning
    Li, Jie
    Wu, Yongting
    Zhou, Xinghua
    MARINE GEORESOURCES & GEOTECHNOLOGY, 2015, 33 (01) : 1 - 11
  • [7] High-accuracy seabed sediment classification using multi-beam acoustic backscatter data
    He, Linbang
    Zhao, Jianhu
    Qiu, Zhenge
    Feng, Jie
    OCEANS 2022, 2022,
  • [8] Evaluation of Four Supervised Learning Methods for Benthic Habitat Mapping Using Backscatter from Multi-Beam Sonar
    Hasan, Rozaimi Che
    Ierodiaconou, Daniel
    Monk, Jacquomo
    REMOTE SENSING, 2012, 4 (11) : 3427 - 3443
  • [9] Model-based seafloor characterization employing multi-beam angular backscatter data-A comparative study with dual-frequency single beam
    Haris, K.
    Chakraborty, Bishwajit
    De, Chanchal
    Prabhudesai, R. G.
    Fernandes, William
    JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 2011, 130 (06): : 3623 - 3632
  • [10] Morphology of pockmarks along the western continental margin of India: Employing multibeam bathymetry and backscatter data
    Dandapath, Sumanta
    Chakraborty, Bishwajit
    Karisiddaiah, Siddaiah M.
    Menezes, Andrew
    Ranade, Govind
    Fernandes, William
    Naik, Davidas K.
    Raju, K. N. Prudhvi
    MARINE AND PETROLEUM GEOLOGY, 2010, 27 (10) : 2107 - 2117