David Stephens

A decline in primary production in the North Sea over 25 years, associated with reductions in zooplankton abundance and fish stock recruitment

Elisa Capuzzo, Christopher P. Lynam, Jon Barry et al. · Global Change Biology · 2017 · 270 citations · Full text

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

Markus Diesing, Sophie L. Green, David Stephens et al. · Continental Shelf Research · 2014 · 207 citations

Marine Geology, Cartography, Image Analysis +15

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

David Stephens, Markus Diesing · PLoS ONE · 2014 · 173 citations · Full text

Engineering, Machine Learning, Environmental Monitoring +20

Decrease in water clarity of the southern and central North Sea during the 20th century

Elisa Capuzzo, David Stephens, Tiago Silva et al. · Global Change Biology · 2015 · 144 citations · Full text

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

Markus Diesing, Peter Mitchell, David Stephens · ICES Journal of Marine Science · 2016 · 103 citations · Full text

Mapping Workflow, Terrestrial Remote Sensing, Engineering +18