Combining pixel and object based image analysis of ultra-high resolution multibeam bathymetry and backscatter for habitat mapping in shallow marine waters

Seafloor change detection using multibeam echosounder backscatter: case study on the Belgian part of the North Sea

(2017) Giacomo Montereale-Gavazzi et al.   MARINE GEOPHYSICAL RESEARCH

User expectations for multibeam echo sounders backscatter strength data-looking back into the future

(2017) Vanessa Lucieer et al.   MARINE GEOPHYSICAL RESEARCH

Multisource multibeam backscatter data: developing a strategy for the production of benthic habitat maps using semi-automated seafloor classification methods

(2017) Myriam Lacharité et al.   MARINE GEOPHYSICAL RESEARCH

Recommendations for improved and coherent acquisition and processing of backscatter data from seafloor-mapping sonars

(2017) Geoffroy Lamarche et al.   MARINE GEOPHYSICAL RESEARCH

Evaluation of seabed mapping methods for fine-scale classification of extremely shallow benthic habitats – Application to the Venice Lagoon, Italy

(2016) G. Montereale Gavazzi et al.   ESTUARINE COASTAL AND SHELF SCIENCE

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

(2016) Markus Diesing et al.   ICES JOURNAL OF MARINE SCIENCE

Climate-driven regime shift of a temperate marine ecosystem

(2016) T. Wernberg et al.   SCIENCE

Sensitivity of fine-scale species distribution models to locational uncertainty in occurrence data across multiple sample sizes

(2016) Peter J. Mitchell et al.   Methods in Ecology and Evolution

Accounting for uncertainty in volumes of seabed change measured with repeat multibeam sonar surveys

(2015) Alexandre C.G. Schimel et al.   CONTINENTAL SHELF RESEARCH

A multi-model ensemble approach to seabed mapping

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

Forests of the sea: Predictive habitat modelling to assess the abundance of canopy forming kelp forests on temperate reefs

(2015) Mary Young et al.   REMOTE SENSING OF ENVIRONMENT

Building Predictive Models inRUsing thecaretPackage

(2015) Max Kuhn   Journal of Statistical Software

Reinventing residual reserves in the sea: are we favouring ease of establishment over need for protection?

(2014) Rodolphe Devillers et al.   AQUATIC CONSERVATION-MARINE AND FRESHWATER ECOSYSTEMS

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

(2014) Markus Diesing et al.   CONTINENTAL SHELF RESEARCH

Granitic coastal geomorphology: applying integrated terrestrial and bathymetric LiDAR with multibeam sonar to examine coastal landscape evolution

(2014) David M. Kennedy et al.   EARTH SURFACE PROCESSES AND LANDFORMS

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

Automated parameterisation for multi-scale image segmentation on multiple layers

(2014) L. Drăguţ et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

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

(2014) A. Rattray et al.   MARINE GEODESY

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

(2014) Rozaimi Che Hasan et al.   PLoS One

Geographic Object-Based Image Analysis – Towards a new paradigm

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

Detecting patterns of change in benthic habitats by acoustic remote sensing

(2013) A Rattray et al.   MARINE ECOLOGY PROGRESS SERIES

A multi-method approach for benthic habitat mapping of shallow coastal areas with high-resolution multibeam data

(2012) Aaron Micallef et al.   CONTINENTAL SHELF RESEARCH

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

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

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

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

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

On the use of abiotic surrogates to describe marine benthic biodiversity

(2010) M.A. McArthur et al.   ESTUARINE COASTAL AND SHELF SCIENCE

ESP: a tool to estimate scale parameter for multiresolution image segmentation of remotely sensed data

(2010) Lucian Drǎguţ et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

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

Object based image analysis for remote sensing

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

Comparative evaluation of airborne LiDAR and ship-based multibeam SoNAR bathymetry and intensity for mapping coral reef ecosystems

(2009) B.M. Costa et al.   REMOTE SENSING OF ENVIRONMENT

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

A bootstrap method for comparing correlated kappa coefficients

(2008) S. Vanbelle et al.   JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION

Ecological extinction and evolution in the brave new ocean

(2008) J. B. C. Jackson   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

The need for clear and comparable terminology in benthic ecology. Part II. Application of the European Directives

(2007) Jean-Claude Dauvin et al.   AQUATIC CONSERVATION-MARINE AND FRESHWATER ECOSYSTEMS