Development and application of single beam acoustics and underwater videography in marine benthic habitat assessment and mapping
Macmillan-Lawler, M (2011) Development and application of single beam acoustics and underwater videography in marine benthic habitat assessment and mapping. PhD thesis, University of Tasmania.
In marine habitat mapping, single beam echo sounders are widely used to derive information
about the geophysical properties of the seabed, while underwater video can provide
supplementary information about the physical structure of the seabed and associated marine
In this thesis, data from both systems are integrated and used to classify seabed habitats. The
habitat classification is based on categories within a hierarchical system that is conducive to
information from different instruments or collected at different spatial scales.
The classification of single beam echo sounder data at different levels of the hierarchical
classification is the focus of the first half of the thesis. The first data chapter examines the
effect of depth, bottom slope, prevailing weather conditions, and vessel speed on measured
acoustic return from the seabed, and the subsequent capacity to classify this data at the
substrate level. The following three chapters are case studies that progressively develop
techniques for classification of single beam acoustic data at lower levels of the hierarchical
classification including identification of soft sediment habitats in commercial scallop fishing
grounds; mapping the distribution of urchin barrens on rocky reefs; and detection and
mapping of sub-surface giant string kelp, Macrocystis pyrifera. Each of the case studies
develops analysis and classification techniques that are applicable for mapping at levels below
substrate in the hierarchical classification.
At lower levels of the hierarchical classification, biological communities and species
distributions are commonly used as habitat descriptors. The second half of this thesis focuses
on extracting information from video for the classification of biological communities. In the
first of these chapters, methods are compared for extracting estimates of algal cover on
temperate rocky reef substrates from towed underwater video. The algal cover data is then
used to examine the capacity of a towed video to detect changes in algal community structure
at two spatial scales. The following chapter describes the design, construction and evaluation
of a stereo video system developed to measure sponge morphological metrics. These metrics
are then used to establish a quantitative classification of sponge functional morphology.
Differences in sponge functional morphology are examined between sponge communities in
two different regions with differences detected in both the composition of functional groups
and the size of those functional groups. The thesis presents a framework and methodologies for extracting both physical and
biological information from single beam echo sounder and underwater video systems. These
methods can easily be incorporated into existing seabed mapping programs, and provide
information that will improve our understanding of the spatial distribution of subtidal habitats.
This information is directly beneficial to marine resource management, including marine
protected area planning and fisheries management, and will allow baseline documentation of
habitats for future climate change research.
|Item Type:||Thesis (PhD)|
|Additional Information:||Copyright © the author|
|Keywords:||habitat mapping, single beam acoustics, underwater video, seabed, alge, sponge|
|Deposited By:||UTAS ePrints officer|
|Deposited On:||03 Sep 2011 14:07|
|Last Modified:||11 Dec 2012 14:33|
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