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

Construction of seafloor thematic maps from multibeam acoustic backscatter angular response data

(2011) Yuri Rzhanov et al.   COMPUTERS & GEOSCIENCES

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

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-beam backscatter measurements used to infer seabed habitats

(2010) R.J. Kloser et al.   CONTINENTAL SHELF RESEARCH

Relationships between multibeam backscatter, sediment grain size and Posidonia oceanica seagrass distribution

(2010) Giovanni De Falco et al.   CONTINENTAL SHELF RESEARCH

Acoustic seabed segmentation from direct statistical clustering of entire multibeam sonar backscatter curves

(2010) L.J. Hamilton et al.   CONTINENTAL SHELF RESEARCH

Quantitative characterisation of seafloor substrate and bedforms using advanced processing of multibeam backscatter—Application to Cook Strait, New Zealand

(2010) Geoffroy Lamarche et al.   CONTINENTAL SHELF RESEARCH

Detection of deep water benthic macroalgae using image-based classification techniques on multibeam backscatter at Cashes Ledge, Gulf of Maine, USA

(2010) Chris McGonigle et al.   ESTUARINE COASTAL AND SHELF SCIENCE

Insonification orientation and its relevance for image-based classification of multibeam backscatter

(2010) C. McGonigle et al.   ICES JOURNAL OF MARINE SCIENCE

Quantitative experimental comparison of single-beam, sidescan, and multibeam benthic habitat maps

(2010) A. C. G. Schimel et al.   ICES JOURNAL OF MARINE SCIENCE

Support vector machines in remote sensing: A review

(2010) Giorgos Mountrakis 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

A kernel functions analysis for support vector machines for land cover classification

(2009) T. Kavzoglu et al.   International Journal of Applied Earth Observation and Geoinformation

Improving the Accuracy of Land Use and Land Cover Classification of Landsat Data Using Post-Classification Enhancement

(2009) Ramita Manandhar et al.   Remote Sensing

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

(2008) Ph. Blondel 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

Predicting suitable habitat for the European lobster (Homarus gammarus), on the Basque continental shelf (Bay of Biscay), using Ecological-Niche Factor Analysis

(2008) Ibon Galparsoro et al.   ECOLOGICAL MODELLING

Classification tree analysis using TARGET

(2007) J. Brian Gray et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS