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 …

Functional trait‐based approaches as a common framework for aquatic ecologists

S Martini, F Larras, A Boyé, E Faure… - Limnology and …, 2021 - Wiley Online Library
Aquatic ecologists face challenges in identifying the general rules of the functioning of
ecosystems. A common framework, including freshwater, marine, benthic, and pelagic …

Future phytoplankton diversity in a changing climate

SA Henson, BB Cael, SR Allen, S Dutkiewicz - Nature communications, 2021 - nature.com
The future response of marine ecosystem diversity to continued anthropogenic forcing is
poorly constrained. Phytoplankton are a diverse set of organisms that form the base of the …

Phytoplankton size distributions in the western North Atlantic and their seasonal variability

N Haëntjens, ES Boss, JR Graff… - Limnology and …, 2022 - Wiley Online Library
Phytoplankton play a major role on Earth, impacting the global distribution and cycles of
carbon, oxygen, nitrogen, sulfur, and other elements, and structuring marine food webs. One …

[HTML][HTML] Phytoplankton-zooplankton interaction under environmental stochasticity: Survival, extinction and stability

A Majumder, D Adak, N Bairagi - Applied Mathematical Modelling, 2021 - Elsevier
Deterministic mathematical models are frequently used to represent the predator-prey
interaction for a deeper understanding of population dynamics. This approach, however …

Length–weight relationships, meat yield and morphometric indices of five commercial bivalve species collected from the Çanakkale Strait (Türkiye)

S Çolakoğlu, F Çolakoğlu, İE Künili - Aquatic Sciences and …, 2023 - dergipark.org.tr
This study was conducted to determine the meat yield, morphometric characteristics, length–
weight relationships (LWRs) and their correlations with environmental variables of five …

[HTML][HTML] Metazoan zooplankton in the Bay of Biscay: a 16-year record of individual sizes and abundances obtained using the ZooScan and ZooCAM imaging systems

N Grandremy, P Bourriau, E Daché… - Earth System …, 2024 - essd.copernicus.org
This paper presents two metazoan zooplankton datasets obtained by imaging samples
collected on the Bay of Biscay continental shelf in spring during the PELGAS (PELagique …

Ontogenetic δ15N Trends and Multidecadal Variability in Shells of the Bivalve Mollusk, Arctica islandica

BR Schöne, Q Huang - Frontiers in Marine Science, 2021 - frontiersin.org
Bulk stable nitrogen isotope values of the carbonate-bound organic matrix in bivalve shells
(δ15NCBOM) are increasingly used to assess past food web dynamics, track anthropogenic …

Disentangling the components of coastal fish biodiversity in southern Brittany by applying an environmental DNA approach

R Rozanski, VM Trenkel, P Lorance… - Environmental …, 2022 - Wiley Online Library
The global biodiversity crisis from anthropogenic activities significantly weakens the
functioning of marine ecosystems and jeopardizes their ecosystem services. Increasing …

Stable isotope analyses reveal unique trophic role of reef manta rays (Mobula alfredi) at a remote coral reef

LR Peel, R Daly, CA Keating Daly… - Royal Society …, 2019 - royalsocietypublishing.org
Stable isotope analyses provide the means to examine the trophic role of animals in
complex food webs. Here, we used stable isotope analyses to characterize the feeding …