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Extended detection of shallow water gas seeps from multibeam echosounder water column data
Citation
Nau, AW and Scoulding, B and Kloser, RJ and Ladroit, Y and Lucieer, V, Extended detection of shallow water gas seeps from multibeam echosounder water column data, Frontiers in Remote Sensing, 3 Article 839417. ISSN 2673-6187 (2022) [Refereed Article]
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DOI: doi:10.3389/frsen.2022.839417
Abstract
Multibeam echosounder water column data provides a three-dimensional image of
features between the water surface and the seafloor. Although this swath of acoustic
data can be collected over a wide range of angles, most of the data, at least beyond the
range to the first seafloor return, is contaminated by noise created by receiver array
sidelobe interference. As a result, the water column data beyond the minimum slant range
commonly is excluded from analysis. This paper demonstrates a method to consistently
filter and extract targets comprising a gas seep feature across the multibeam swath,
including targets within the areas dominated by receiver array sidelobe interference. For
each sample range, data are filtered based on the mean plus a certain number (k) of
standard deviations of the sample values along that range. The filtering is coupled with a
morphological classification to retain only targets of interest while excluding background
data and noise. Data were collected over a shallow water artificial gas seep using two
different flow rates and at three different vessel speeds. Using the proposed method, 119
of 124 test seeps were identified correctly. Seep targets were identified at all angles across
the water column fan up to beam pointing angles of 55°, with 19 of 23 seeps being correctly
identified at angles greater than 50°. This method demonstrates that features can be
extracted and geolocated in the sidelobe noise when the interference is appropriately
filtered. These results will improve the areal extent of multibeam surveys and increase the
utility of acoustic data in capturing information on water column targets directly above the
seafloor.
Item Details
Item Type: | Refereed Article |
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Keywords: | multibeam echosounder, water column data, sidelobe interference, gas seep detection, automated processing |
Research Division: | Engineering |
Research Group: | Geomatic engineering |
Research Field: | Surveying (incl. hydrographic surveying) |
Objective Division: | Environmental Management |
Objective Group: | Marine systems and management |
Objective Field: | Assessment and management of benthic marine ecosystems |
UTAS Author: | Nau, AW (Dr Amy Nau) |
UTAS Author: | Ladroit, Y (Dr Yoann Ladroit) |
UTAS Author: | Lucieer, V (Dr Vanessa Lucieer) |
ID Code: | 150921 |
Year Published: | 2022 |
Deposited By: | Ecology and Biodiversity |
Deposited On: | 2022-07-05 |
Last Modified: | 2022-07-06 |
Downloads: | 0 |
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