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 …

On the Future of Argo: A Global, Full-Depth, Multi-Disciplinary Array

D Roemmich, MH Alford, H Claustre… - Frontiers in Marine …, 2019 - frontiersin.org
The Argo Program has been implemented and sustained for almost two decades, as a
global array of about 4000 profiling floats. Argo provides continuous observations of ocean …

[HTML][HTML] GLODAPv2. 2022: the latest version of the global interior ocean biogeochemical data product

SK Lauvset, N Lange, T Tanhua… - Earth System …, 2022 - essd.copernicus.org
Abstract The Global Ocean Data Analysis Project (GLODAP) is a synthesis effort providing
regular compilations of surface-to-bottom ocean biogeochemical bottle data, with an …

Argo data 1999–2019: Two million temperature-salinity profiles and subsurface velocity observations from a global array of profiling floats

APS Wong, SE Wijffels, SC Riser… - Frontiers in Marine …, 2020 - frontiersin.org
In the past two decades, the Argo Program has collected, processed, and distributed over
two million vertical profiles of temperature and salinity from the upper two kilometers of the …

Monitoring ocean biogeochemistry with autonomous platforms

F Chai, KS Johnson, H Claustre, X **ng… - Nature Reviews Earth & …, 2020 - nature.com
Human activities have altered the state of the ocean, leading to warming, acidification and
deoxygenation. These changes impact ocean biogeochemistry and influence ecosystem …

Observing the global ocean with biogeochemical-Argo

H Claustre, KS Johnson… - Annual review of marine …, 2020 - annualreviews.org
Biogeochemical-Argo (BGC-Argo) is a network of profiling floats carrying sensors that
enable observation of as many as six essential biogeochemical and bio-optical variables …

OceanSODA-ETHZ: a global gridded data set of the surface ocean carbonate system for seasonal to decadal studies of ocean acidification

L Gregor, N Gruber - Earth System Science Data Discussions, 2020 - essd.copernicus.org
Ocean acidification has altered the ocean's carbonate chemistry profoundly since
preindustrial times, with potentially serious consequences for marine life. Yet, no long-term …

Deep chlorophyll maxima in the global ocean: Occurrences, drivers and characteristics

M Cornec, H Claustre, A Mignot, L Guidi… - Global …, 2021 - Wiley Online Library
Stratified oceanic systems are characterized by the presence of a so‐called Deep
Chlorophyll a Maximum (DCM) not detectable by ocean color satellites. A DCM can either …

An updated version of the global interior ocean biogeochemical data product, GLODAPv2. 2021

SK Lauvset, N Lange, T Tanhua… - Earth System …, 2021 - essd.copernicus.org
The Global Ocean Data Analysis Project (GLODAP) is a synthesis effort providing regular
compilations of surface-to-bottom ocean biogeochemical bottle data, with an emphasis on …

[HTML][HTML] Ocean carbon from space: Current status and priorities for the next decade

RJW Brewin, S Sathyendranath, G Kulk, MH Rio… - Earth-science …, 2023 - Elsevier
The ocean plays a central role in modulating the Earth's carbon cycle. Monitoring how the
ocean carbon cycle is changing is fundamental to managing climate change. Satellite …