Enhancing the scientific value of industry remotely operated vehicles (ROVs) in our oceans
Remotely operated vehicles (ROVs) are used extensively by the offshore oil and gas and
renewables industries for inspection, maintenance, and repair of their infrastructure. With …
renewables industries for inspection, maintenance, and repair of their infrastructure. With …
Marine biodiversity discovery: the metrics of new species descriptions
Based on the World Register of Marine Species (WoRMS), there are currently c. 242,000
known valid marine species living in the world's oceans and marine biota continue to be …
known valid marine species living in the world's oceans and marine biota continue to be …
Integrating diel vertical migrations of bioluminescent deep scattering layers into monitoring programs
The deep sea (ie,> 200 m depth) is a highly dynamic environment where benthic
ecosystems are functionally and ecologically connected with the overlying water column and …
ecosystems are functionally and ecologically connected with the overlying water column and …
Systematic distribution of bioluminescence in marine animals: a species-level inventory
Bioluminescence is the production of visible light by an organism. This phenomenon is
particularly widespread in marine animals, especially in the deep sea. While the …
particularly widespread in marine animals, especially in the deep sea. While the …
FathomNet: A global image database for enabling artificial intelligence in the ocean
The ocean is experiencing unprecedented rapid change, and visually monitoring marine
biota at the spatiotemporal scales needed for responsible stewardship is a formidable task …
biota at the spatiotemporal scales needed for responsible stewardship is a formidable task …
Deep learning based deep-sea automatic image enhancement and animal species classification
V Lopez-Vazquez, JM Lopez-Guede… - Journal of Big Data, 2023 - Springer
The automatic classification of marine species based on images is a challenging task for
which multiple solutions have been increasingly provided in the past two decades. Oceans …
which multiple solutions have been increasingly provided in the past two decades. Oceans …
Visual tracking of deepwater animals using machine learning-controlled robotic underwater vehicles
The ocean is a vast three-dimensional space that is poorly explored and understood, and
harbors unobserved life and processes that are vital to ecosystem function. To fully …
harbors unobserved life and processes that are vital to ecosystem function. To fully …
Three distinct views of deep pelagic community composition based on complementary sampling approaches
Our perception of deep-sea communities has evolved as various sampling approaches have
captured different components of deep-sea habitats. We sampled midwater zooplankton …
captured different components of deep-sea habitats. We sampled midwater zooplankton …
Hidden diversity of Ctenophora revealed by new mitochondrial COI primers and sequences
LM Christianson, SB Johnson… - Molecular Ecology …, 2022 - Wiley Online Library
The mitochondrial gene cytochrome‐c‐oxidase subunit 1 (COI) is useful in many taxa for
phylogenetics, population genetics, metabarcoding, and rapid species identifications …
phylogenetics, population genetics, metabarcoding, and rapid species identifications …
Designing Ocean Vision AI: An investigation of community needs for imaging-based ocean conservation
Ocean scientists studying diverse organisms and phenomena increasingly rely on imaging
devices for their research. These scientists have many tools to collect their data, but few …
devices for their research. These scientists have many tools to collect their data, but few …