Image-based seabed classification: what can we learn from terrestrial remote sensing?

A multi-model ensemble approach to seabed mapping

(2015) Markus Diesing et al.   JOURNAL OF SEA RESEARCH

Using object-based image analysis to determine seafloor fine-scale features and complexity

(2015) Myriam Lacharité et al.   LIMNOLOGY AND OCEANOGRAPHY-METHODS

Spatial scale and geographic context in benthic habitat mapping: review and future directions

(2015) V Lecours et al.   MARINE ECOLOGY PROGRESS SERIES

A critical synthesis of remotely sensed optical image change detection techniques

(2015) Andrew P. Tewkesbury et al.   REMOTE SENSING OF ENVIRONMENT

Comparison of supervised and unsupervised automatic classification methods for sediment types mapping using multibeam echosounder and grab sampling

(2015) Ibon Galparsoro et al.   Italian Journal of Geosciences

Spatial scale and geographic context in benthic habitat mapping: review and future directions

(2015) V Lecours et al.   MARINE ECOLOGY PROGRESS SERIES

Feature Selection with theBorutaPackage

(2015) Miron B. Kursa et al.   Journal of Statistical Software

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

(2014) Markus Diesing et al.   CONTINENTAL SHELF RESEARCH

Filling the gaps: Predicting the distribution of temperate reef biota using high resolution biological and acoustic data

(2014) Nicole A. Hill et al.   ESTUARINE COASTAL AND SHELF SCIENCE

An evaluation of supervised and unsupervised classification techniques for marine benthic habitat mapping using multibeam echosounder data

(2014) Jay Calvert et al.   ICES JOURNAL OF MARINE SCIENCE

Quantification of Spatial and Thematic Uncertainty in the Application of Underwater Video for Benthic Habitat Mapping

(2014) A. Rattray et al.   MARINE GEODESY

Predictive mapping of seabed substrata using high-resolution multibeam sonar data: A case study from a shelf with complex geomorphology

(2014) Huang Zhi et al.   MARINE GEOLOGY

Mapping Cold-Water Coral Habitats at Different Scales within the Northern Ionian Sea (Central Mediterranean): An Assessment of Coral Coverage and Associated Vulnerability

(2014) Alessandra Savini et al.   PLoS One

Integrating Multibeam Backscatter Angular Response, Mosaic and Bathymetry Data for Benthic Habitat Mapping

(2014) Rozaimi Che Hasan et al.   PLoS One

A Comparison of Supervised Classification Methods for the Prediction of Substrate Type Using Multibeam Acoustic and Legacy Grain-Size Data

(2014) David Stephens et al.   PLoS One

New global marine gravity model from CryoSat-2 and Jason-1 reveals buried tectonic structure

(2014) D. T. Sandwell et al.   SCIENCE

Habitat Classification of Temperate Marine Macroalgal Communities Using Bathymetric LiDAR

(2014) Richard Zavalas et al.   Remote Sensing

Mapping coral and sponge habitats on a shelf-depth environment using multibeam sonar and ROV video observations: Learmonth Bank, northern British Columbia, Canada

(2013) Bárbara M. Neves et al.   DEEP-SEA RESEARCH PART II-TOPICAL STUDIES IN OCEANOGRAPHY

Object-based benthic habitat mapping in the Florida Keys from hyperspectral imagery

(2013) Caiyun Zhang et al.   ESTUARINE COASTAL AND SHELF SCIENCE

An evaluation of compiled single-beam bathymetry data as a basis for regional sediment and biotope mapping

(2013) Sigrid Elvenes et al.   ICES JOURNAL OF MARINE SCIENCE

The semi-automated classification of acoustic imagery for characterizing coral reef ecosystems

(2013) B. M. Costa et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Mapping coral reefs at reef to reef-system scales, 10s–1000s km2, using object-based image analysis

(2013) Chris Roelfsema et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Geographic Object-Based Image Analysis – Towards a new paradigm

(2013) Thomas Blaschke et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Assessing the performance of two unsupervised dimensionality reduction techniques on hyperspectral APEX data for high resolution urban land-cover mapping

(2013) Luca Demarchi et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Benthic habitat β-diversity modeling and landscape metrics for the selection of priority conservation areas using a systematic approach: Magdalena Bay, Mexico, as a case study

(2013) Rodolfo Rioja-Nieto et al.   OCEAN & COASTAL MANAGEMENT

Characterising performance of environmental models

(2012) Neil D. Bennett et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Do marine substrates ‘look’ and ‘sound’ the same? Supervised classification of multibeam acoustic data using autonomous underwater vehicle images

(2012) Vanessa Lucieer et al.   ESTUARINE COASTAL AND SHELF SCIENCE

Application of 2D Fourier filtering for elimination of stripe noise in side-scan sonar mosaics

(2012) Dennis Wilken et al.   GEO-MARINE LETTERS

Long term land cover and seagrass mapping using Landsat and object-based image analysis from 1972 to 2010 in the coastal environment of South East Queensland, Australia

(2012) Mitchell B. Lyons et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Marine substratum map of the Causeway Coast, Northern Ireland

(2012) Ruth Plets et al.   Journal of Maps

Multiple methods, maps, and management applications: Purpose made seafloor maps in support of ocean management

(2012) Craig J. Brown et al.   JOURNAL OF SEA RESEARCH

Spatial analysis of remote sensing image classification accuracy

(2012) Alexis Comber et al.   REMOTE SENSING OF ENVIRONMENT

Making better use of accuracy data in land change studies: Estimating accuracy and area and quantifying uncertainty using stratified estimation

(2012) Pontus Olofsson et al.   REMOTE SENSING OF ENVIRONMENT

Evaluation of Four Supervised Learning Methods for Benthic Habitat Mapping Using Backscatter from Multi-Beam Sonar

(2012) Rozaimi Hasan et al.   Remote Sensing

Unsupervised fuzzy classification and object-based image analysis of multibeam data to map deep water substrates, Cook Strait, New Zealand

(2011) Vanessa Lucieer et al.   CONTINENTAL SHELF RESEARCH

Benthic habitat mapping: A review of progress towards improved understanding of the spatial ecology of the seafloor using acoustic techniques

(2011) Craig J. Brown et al.   ESTUARINE COASTAL AND SHELF SCIENCE

Combining angular response classification and backscatter imagery segmentation for benthic biological habitat mapping

(2011) Rozaimi Che Hasan et al.   ESTUARINE COASTAL AND SHELF SCIENCE

Predictive modelling of seabed sediment parameters using multibeam acoustic data: a case study on the Carnarvon Shelf, Western Australia

(2011) Zhi Huang et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Multi-scale, object-based image analysis for mapping geomorphic and ecological zones on coral reefs

(2011) Stuart R. Phinn et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Death to Kappa: birth of quantity disagreement and allocation disagreement for accuracy assessment

(2011) Robert Gilmore Pontius et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Mapping Fish Community Variables by Integrating Field and Satellite Data, Object-Based Image Analysis and Modeling in a Traditional Fijian Fisheries Management Area

(2011) Anders Knudby et al.   Remote Sensing

Marine habitat mapping in support of Marine Protected Area management in a subarctic fjord: Gilbert Bay, Labrador, Canada

(2011) Alison Copeland et al.   JOURNAL OF COASTAL CONSERVATION

Comparison of automated classification techniques for predicting benthic biological communities using hydroacoustics and video observations

(2010) D. Ierodiaconou et al.   CONTINENTAL SHELF RESEARCH

Marine Geospatial Ecology Tools: An integrated framework for ecological geoprocessing with ArcGIS, Python, R, MATLAB, and C++

(2010) Jason J. Roberts et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Updating the Phase 1 habitat map of Wales, UK, using satellite sensor data

(2010) Richard Lucas et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Hydro-acoustic remote sensing of benthic biological communities on the shallow South East Australian continental shelf

(2009) Alex Rattray et al.   ESTUARINE COASTAL AND SHELF SCIENCE

Prediction of benthic biotopes on a Norwegian offshore bank using a combination of multivariate analysis and GIS classification

(2009) P. Buhl-Mortensen et al.   ICES JOURNAL OF MARINE SCIENCE

Objective stratification and sampling-effort allocation of ground-truthing in benthic-mapping surveys

(2009) A. J. Clements et al.   ICES JOURNAL OF MARINE SCIENCE

Effect of errors in ground truth on classification accuracy

(2009) Mark J. Carlotto   INTERNATIONAL JOURNAL OF REMOTE SENSING

Object based image analysis for remote sensing

(2009) T. Blaschke   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Textural analyses of multibeam sonar imagery from Stanton Banks, Northern Ireland continental shelf

(2008) Ph. Blondel et al.   APPLIED ACOUSTICS

Automated acoustic seabed classification of multibeam images of Stanton Banks

(2008) Jon Preston   APPLIED ACOUSTICS

Neural network classification of multibeam backscatter and bathymetry data from Stanton Bank (Area IV)

(2008) Ivor Marsh et al.   APPLIED ACOUSTICS

A Bayesian approach to seafloor classification using multi-beam echo-sounder backscatter data

(2008) Dick G. Simons et al.   APPLIED ACOUSTICS

Angular range analysis of acoustic themes from Stanton Banks Ireland: A link between visual interpretation and multibeam echosounder angular signatures

(2008) Luciano Fonseca et al.   APPLIED ACOUSTICS

Modelling distribution of marine benthos from hydroacoustics and underwater video

(2008) K.W. Holmes et al.   CONTINENTAL SHELF RESEARCH

Evaluation of image-based multibeam sonar backscatter classification for benthic habitat discrimination and mapping at Stanton Banks, UK

(2008) Chris McGonigle et al.   ESTUARINE COASTAL AND SHELF SCIENCE

Harshness in image classification accuracy assessment

(2008) Giles M. Foody   INTERNATIONAL JOURNAL OF REMOTE SENSING

How many habitats are there in the sea (and where)?

(2008) Simonetta Fraschetti et al.   JOURNAL OF EXPERIMENTAL MARINE BIOLOGY AND ECOLOGY

Introduction to the Special Issue: Marine and Coastal GIS for Geomorphology, Habitat Mapping, and Marine Reserves

(2008) Dawn J. Wright et al.   MARINE GEODESY

Mapping benthic habitat in regions of gradational substrata: An automated approach utilising geophysical, geological, and biological relationships

(2007) Craig J. Brown et al.   ESTUARINE COASTAL AND SHELF SCIENCE