This paper contributes to a better understanding of geophysical characteristics and benthic communities in the Hopkins site in Victoria, Australia. An automated decision tree classification system was used to classify substrata and dominant biota communities. Geophysical sampling and underwater video data collected in this study reveals a complex bathymetry and biological structure which complements the limited information of benthic marine ecosystems in coastal waters of Victoria. The technique of combining derivative products from the backscatter and the bathymetry datasets was found to improve separability for broad biota and substrata categories over the use of either of these datasets alone.<br /
A method to map seafloor substrates using machine learning, based primarily on hydroacoustic data in...
Coral reef scientists and managers require detailed information of reef environments to develop, imp...
An integrated analysis of biological and geoscientific data collected from the nearshore marine envi...
In this habitat mapping study, multi-beam acoustic data are integrated with extensive, precisely geo...
Information regarding the composition and extent of benthic habitats on the South East Australian co...
The effective management of our marine ecosystems requires the capability to identify, characterise ...
The Victorian Marine Mapping Project will improve knowledge on the location, spatial distribution, c...
Backscatter information from multibeam echosounders (MBES) have been shown to contain useful informa...
Developing quantitative and objective approaches to integrate multibeam echosounder (MBES) data with...
Here, we evaluated the potential of using bathymetric Light Detection and Ranging (LiDAR) to charact...
Marine habitat mapping provides information on seabed substrata and faunal community structure to us...
The collection includes three major data types- Seafloor structure information: Collation of seafloo...
In marine habitat mapping, single beam echo sounders are widely used to derive information about the...
Imagery collected by still and video cameras is an increasingly important tool for minimal impact, r...
Habitat mapping data are increasingly being recognised for their importance in underpinning marine s...
A method to map seafloor substrates using machine learning, based primarily on hydroacoustic data in...
Coral reef scientists and managers require detailed information of reef environments to develop, imp...
An integrated analysis of biological and geoscientific data collected from the nearshore marine envi...
In this habitat mapping study, multi-beam acoustic data are integrated with extensive, precisely geo...
Information regarding the composition and extent of benthic habitats on the South East Australian co...
The effective management of our marine ecosystems requires the capability to identify, characterise ...
The Victorian Marine Mapping Project will improve knowledge on the location, spatial distribution, c...
Backscatter information from multibeam echosounders (MBES) have been shown to contain useful informa...
Developing quantitative and objective approaches to integrate multibeam echosounder (MBES) data with...
Here, we evaluated the potential of using bathymetric Light Detection and Ranging (LiDAR) to charact...
Marine habitat mapping provides information on seabed substrata and faunal community structure to us...
The collection includes three major data types- Seafloor structure information: Collation of seafloo...
In marine habitat mapping, single beam echo sounders are widely used to derive information about the...
Imagery collected by still and video cameras is an increasingly important tool for minimal impact, r...
Habitat mapping data are increasingly being recognised for their importance in underpinning marine s...
A method to map seafloor substrates using machine learning, based primarily on hydroacoustic data in...
Coral reef scientists and managers require detailed information of reef environments to develop, imp...
An integrated analysis of biological and geoscientific data collected from the nearshore marine envi...