Machine learning for the study of plankton and marine snow from images

JO Irisson, SD Ayata, DJ Lindsay… - Annual Review of …, 2022 - annualreviews.org
Quantitative imaging instruments produce a large number of images of plankton and marine
snow, acquired in a controlled manner, from which the visual characteristics of individual …

The quest for seafloor macrolitter: a critical review of background knowledge, current methods and future prospects

M Canals, CK Pham, M Bergmann… - Environmental …, 2021 - iopscience.iop.org
The seafloor covers some 70% of the Earth's surface and has been recognised as a major
sink for marine litter. Still, litter on the seafloor is the least investigated fraction of marine …

The vertical distribution and biological transport of marine microplastics across the epipelagic and mesopelagic water column

CA Choy, BH Robison, TO Gagne, B Erwin, E Firl… - Scientific reports, 2019 - nature.com
Plastic waste has been documented in nearly all types of marine environments and has
been found in species spanning all levels of marine food webs. Within these marine …

Battery-free wireless imaging of underwater environments

SS Afzal, W Akbar, O Rodriguez, M Doumet… - Nature …, 2022 - nature.com
Imaging underwater environments is of great importance to marine sciences, sustainability,
climatology, defense, robotics, geology, space exploration, and food security. Despite …

Polarization-based underwater geolocalization with deep learning

X Bai, Z Liang, Z Zhu, A Schwing, D Forsyth, V Gruev - eLight, 2023 - Springer
Water is an essential component of the Earth's climate, but monitoring its properties using
autonomous underwater sampling robots remains a significant challenge due to lack of …

A hybrid underwater robot for multidisciplinary investigation of the ocean twilight zone

DR Yoerger, AF Govindarajan, JC Howland… - Science Robotics, 2021 - science.org
Mesobot, an autonomous underwater vehicle, addresses specific unmet needs for observing
and sampling a variety of phenomena in the ocean's midwaters. The midwater hosts a vast …

New high-tech flexible networks for the monitoring of deep-sea ecosystems

J Aguzzi, D Chatzievangelou, S Marini… - … science & technology, 2019 - ACS Publications
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 …

Modeling characterization of the vertical and temporal variability of environmental DNA in the mesopelagic ocean

EA Allan, MH DiBenedetto, AC Lavery… - Scientific Reports, 2021 - nature.com
Increasingly, researchers are using innovative methods to census marine life, including
identification of environmental DNA (eDNA) left behind by organisms in the water column …

The quest to develop ecogenomic sensors: a 25-year history of the Environmental Sample Processor (ESP) as a case study

CA Scholin, J Birch, S Jensen, R Marin III, E Massion… - Oceanography, 2017 - JSTOR
Roughly 25 years ago,“ecogenomic sensors” were conceived of as autonomous devices
that would be used to apply molecular analytical techniques below the sea surface as one …

Prevalence of microplastics and anthropogenic debris within a deep-sea food web

BM Hamilton, CM Rochman, TJ Hoellein… - Marine Ecology …, 2021 - int-res.com
Microplastic particles (< 5 mm) are ubiquitous throughout global marine ecosystems,
including the deep sea. Ingestion of microplastics and other anthropogenic microparticles is …