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A review of new and existing non-extractive techniques for monitoring marine protected areas
Ocean biodiversity loss is being driven by several anthropogenic threats and significant
efforts are required to halt losses and promote healthy marine ecosystems. The …
efforts are required to halt losses and promote healthy marine ecosystems. The …
[HTML][HTML] Underwater hyperspectral imaging (UHI): A review of systems and applications for proximal seafloor ecosystem studies
Marine ecosystem monitoring requires observations of its attributes at different spatial and
temporal scales that traditional sampling methods (eg, RGB imaging, sediment cores) …
temporal scales that traditional sampling methods (eg, RGB imaging, sediment cores) …
BIIGLE 2.0-browsing and annotating large marine image collections
Combining state-of-the art digital imaging technology with different kinds of marine
exploration techniques such as modern autonomous underwater vehicle (AUV), remote …
exploration techniques such as modern autonomous underwater vehicle (AUV), remote …
Perspectives in visual imaging for marine biology and ecology: from acquisition to understanding
JENS GREINERT3, NANCY JACOBSEN STOUT8, DANIEL OB JONES1, ANNE JORDT3,
JEFFREY W. KAELI9, KEVIN KÖSER3, LINDA A. KUHNZ8, DHUGAL LINDSAY10, KIRSTY …
JEFFREY W. KAELI9, KEVIN KÖSER3, LINDA A. KUHNZ8, DHUGAL LINDSAY10, KIRSTY …
[HTML][HTML] Megafaunal variation in the abyssal landscape of the Clarion Clipperton Zone
The potential for imminent polymetallic nodule mining in the Clarion Clipperton Fracture
Zone (CCZ) has attracted considerable scientific and public attention. This concern stems …
Zone (CCZ) has attracted considerable scientific and public attention. This concern stems …
[HTML][HTML] Automated classification of fauna in seabed photographs: The impact of training and validation dataset size, with considerations for the class imbalance
Abstract Machine learning is rapidly develo** as a tool for gathering data from imagery
and may be useful in identifying (classifying) visible specimens in large numbers of seabed …
and may be useful in identifying (classifying) visible specimens in large numbers of seabed …
[HTML][HTML] Enduring science: three decades of observing the Northeast Atlantic from the Porcupine Abyssal Plain Sustained Observatory (PAP-SO)
Until the 1980s, the deep sea was generally considered to be a particularly stable
environment, free from major temporal variations (Sanders, 1968). Studies in the abyssal …
environment, free from major temporal variations (Sanders, 1968). Studies in the abyssal …
MAIA—A machine learning assisted image annotation method for environmental monitoring and exploration
Digital imaging has become one of the most important techniques in environmental
monitoring and exploration. In the case of the marine environment, mobile platforms such as …
monitoring and exploration. In the case of the marine environment, mobile platforms such as …
Automated identification of benthic epifauna with computer vision
Benthic ecosystems are chronically undersampled, particularly in environments> 50 m
depth. Yet a rising level of anthropogenic threats makes data collection ever more urgent …
depth. Yet a rising level of anthropogenic threats makes data collection ever more urgent …
[HTML][HTML] Fast and accurate map** of fine scale abundance of a VME in the deep sea with computer vision
With growing anthropogenic pressure on deep-sea ecosystems, large quantities of data are
needed to understand their ecology, monitor changes over time and inform conservation …
needed to understand their ecology, monitor changes over time and inform conservation …