Global observing needs in the deep ocean
The deep ocean below 200 m water depth is the least observed, but largest habitat on our
planet by volume and area. Over 150 years of exploration has revealed that this dynamic …
planet by volume and area. Over 150 years of exploration has revealed that this dynamic …
Ecological variables for developing a global deep-ocean monitoring and conservation strategy
The deep sea (> 200 m depth) encompasses> 95% of the world's ocean volume and
represents the largest and least explored biome on Earth (< 0.0001% of ocean surface), yet …
represents the largest and least explored biome on Earth (< 0.0001% of ocean surface), yet …
Ecological role of submarine canyons and need for canyon conservation: a review
U Fernandez-Arcaya, E Ramirez-Llodra… - Frontiers in Marine …, 2017 - frontiersin.org
Submarine canyons are major geomorphic features of continental margins around the world.
Several recent multidisciplinary projects focused on the study of canyons have considerably …
Several recent multidisciplinary projects focused on the study of canyons have considerably …
Tracking fish abundance by underwater image recognition
Marine cabled video-observatories allow the non-destructive sampling of species at
frequencies and durations that have never been attained before. Nevertheless, the lack of …
frequencies and durations that have never been attained before. Nevertheless, the lack of …
New high-tech flexible networks for the monitoring of deep-sea ecosystems
Increasing interest in the acquisition of biotic and abiotic resources from within the deep sea
(eg, fisheries, oil–gas extraction, and mining) urgently imposes the development of novel …
(eg, fisheries, oil–gas extraction, and mining) urgently imposes the development of novel …
Artificial intelligence for fish behavior recognition may unlock fishing gear selectivity
AS Abangan, D Kopp, R Faillettaz - Frontiers in Marine Science, 2023 - frontiersin.org
Through the advancement of observation systems, our vision has far extended its reach into
the world of fishes, and how they interact with fishing gears—breaking through physical …
the world of fishes, and how they interact with fishing gears—breaking through physical …
Management and sustainable exploitation of marine environments through smart monitoring and automation
Monitoring of aquatic ecosystems has been historically accomplished by intensive
campaigns of direct measurements (by probes and other boat instruments) and indirect …
campaigns of direct measurements (by probes and other boat instruments) and indirect …
Video image enhancement and machine learning pipeline for underwater animal detection and classification at cabled observatories
V Lopez-Vazquez, JM Lopez-Guede, S Marini… - Sensors, 2020 - mdpi.com
An understanding of marine ecosystems and their biodiversity is relevant to sustainable use
of the goods and services they offer. Since marine areas host complex ecosystems, it is …
of the goods and services they offer. Since marine areas host complex ecosystems, it is …
Image dataset for benchmarking automated fish detection and classification algorithms
Multiparametric video-cabled marine observatories are becoming strategic to monitor
remotely and in real-time the marine ecosystem. Those platforms can achieve continuous …
remotely and in real-time the marine ecosystem. Those platforms can achieve continuous …
Setting the stage for the machine intelligence era in marine science
C Beyan, HI Browman - ICES Journal of Marine Science, 2020 - academic.oup.com
Abstract Machine learning, a subfield of artificial intelligence, offers various methods that can
be applied in marine science. It supports data-driven learning, which can result in automated …
be applied in marine science. It supports data-driven learning, which can result in automated …