A survey on underwater computer vision

SP González-Sabbagh, A Robles-Kelly - ACM Computing Surveys, 2023 - dl.acm.org
Underwater computer vision has attracted increasing attention in the research community
due to the recent advances in underwater platforms such as of rovers, gliders, autonomous …

Machine learning in marine ecology: an overview of techniques and applications

P Rubbens, S Brodie, T Cordier… - ICES Journal of …, 2023 - academic.oup.com
Abstract Machine learning covers a large set of algorithms that can be trained to identify
patterns in data. Thanks to the increase in the amount of data and computing power …

Hidden heatwaves and severe coral bleaching linked to mesoscale eddies and thermocline dynamics

ASJ Wyatt, JJ Leichter, L Washburn, L Kui… - Nature …, 2023 - nature.com
The severity of marine heatwaves (MHWs) that are increasingly impacting ocean
ecosystems, including vulnerable coral reefs, has primarily been assessed using remotely …

[HTML][HTML] Coral reef applications of Sentinel-2: Coverage, characteristics, bathymetry and benthic mapping with comparison to Landsat 8

JD Hedley, C Roelfsema, V Brando, C Giardino… - Remote sensing of …, 2018 - Elsevier
Abstract The Sentinel-2A and 2B Multi-Spectral Instrument (MSI) offers a specification of
potential value toward a number of objectives in remote sensing of coral reefs. Coral reefs …

A standardised vocabulary for identifying benthic biota and substrata from underwater imagery: the CATAMI classification scheme

F Althaus, N Hill, R Ferrari, L Edwards, R Przeslawski… - PloS one, 2015 - journals.plos.org
Imagery collected by still and video cameras is an increasingly important tool for minimal
impact, repeatable observations in the marine environment. Data generated from imagery …

Dynamic symbioses reveal pathways to coral survival through prolonged heatwaves

DC Claar, S Starko, KL Tietjen, HE Epstein… - Nature …, 2020 - nature.com
Prospects for coral persistence through increasingly frequent and extended heatwaves
seem bleak. Coral recovery from bleaching is only known to occur after temperatures return …

BIIGLE 2.0-browsing and annotating large marine image collections

D Langenkämper, M Zurowietz, T Schoening… - Frontiers in Marine …, 2017 - frontiersin.org
Combining state-of-the art digital imaging technology with different kinds of marine
exploration techniques such as modern autonomous underwater vehicle (AUV), remote …

Monitoring of coral reefs using artificial intelligence: A feasible and cost-effective approach

M Gonzalez-Rivero, O Beijbom, A Rodriguez-Ramirez… - Remote Sensing, 2020 - mdpi.com
Ecosystem monitoring is central to effective management, where rapid reporting is essential
to provide timely advice. While digital imagery has greatly improved the speed of underwater …

Coral reef monitoring, reef assessment technologies, and ecosystem-based management

DO Obura, G Aeby, N Amornthammarong… - Frontiers in Marine …, 2019 - frontiersin.org
Coral reefs are exceptionally biodiverse and human dependence on their ecosystem
services is high. Reefs experience significant direct and indirect anthropogenic pressures …

Pelagic subsidies underpin fish productivity on a degraded coral reef

RA Morais, DR Bellwood - Current Biology, 2019 - cell.com
Coral reefs harbor high productivity in nutrient-poor tropical oceans. This exceptional
productivity can be explained by high recycling rates [1, 2], deep-water nutrient enrichment …