Towards Quantitative Spatial Models of Seabed Sediment Composition

Assessment of the physical disturbance of the northern European Continental shelf seabed by waves and currents

(2015) J.N. Aldridge et al.   CONTINENTAL SHELF RESEARCH

A multi-model ensemble approach to seabed mapping

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

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

Spatial interpolation methods applied in the environmental sciences: A review

(2014) Jin Li et al.   ENVIRONMENTAL MODELLING & SOFTWARE

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

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

Sediment Composition Influences Spatial Variation in the Abundance of Human Pathogen Indicator Bacteria within an Estuarine Environment

(2014) Tracy L. Perkins et al.   PLoS One

Sea level and global ice volumes from the Last Glacial Maximum to the Holocene

(2014) K. Lambeck et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Spatial patterns in gravel habitats and communities in the central and eastern English Channel

(2012) Roger Coggan et al.   ESTUARINE COASTAL AND SHELF SCIENCE

Modeling spatial patterns of fire occurrence in Mediterranean Europe using Multiple Regression and Random Forest

(2012) Sandra Oliveira et al.   FOREST ECOLOGY AND MANAGEMENT

Marine substratum and biotope maps of the Maidens/Klondyke bedrock outcrops, Northern Ireland

(2012) James Asa Strong et al.   Journal of Maps

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

(2012) Rozaimi Hasan et al.   Remote Sensing

Can we improve the spatial predictions of seabed sediments? A case study of spatial interpolation of mud content across the southwest Australian margin

(2011) Jin Li 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

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

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

Pattern and timing of retreat of the last British-Irish Ice Sheet

(2010) Chris D. Clark et al.   QUATERNARY SCIENCE REVIEWS

Seafloor evidence for palaeo-ice streaming and calving of the grounded Irish Sea Ice Stream: Implications for the interpretation of its final deglaciation phase

(2009) KATRIEN J. J. VAN LANDEGHEM et al.   BOREAS

Widespread rocky reef occurrence in the central English Channel and the implications for predictive habitat mapping

(2009) Markus Diesing et al.   ESTUARINE COASTAL AND SHELF 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

Investigating the link between Nephrops norvegicus burrow density and sediment composition in Scottish waters

(2009) N. Campbell et al.   ICES JOURNAL OF MARINE 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

Random Forest characterization of upland vegetation and management burning from aerial imagery

(2009) Daniel S. Chapman et al.   JOURNAL OF BIOGEOGRAPHY

Identifying Rocky Seabed Using GIS-Modeled Predictor Variables

(2009) Trine Bekkby et al.   MARINE GEODESY

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

The northern sector of the last British Ice Sheet: Maximum extent and demise

(2008) Tom Bradwell et al.   EARTH-SCIENCE REVIEWS

Grain size and depositional environment as predictors of permeability in coastal marine sands

(2008) Alicia M. Wilson et al.   ESTUARINE COASTAL AND SHELF SCIENCE

Rugosity-based regional modeling of hard-bottom habitat

(2008) DC Dunn et al.   MARINE ECOLOGY PROGRESS SERIES

Evaluation of Random Forest and Adaboost tree-based ensemble classification and spectral band selection for ecotope mapping using airborne hyperspectral imagery

(2008) Jonathan Cheung-Wai Chan et al.   REMOTE SENSING OF ENVIRONMENT