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Applications of machine learning in chemical and biological oceanography
B Sadaiappan, P Balakrishnan, V CR, NT Vijayan… - ACS …, 2023 - ACS Publications
Machine learning (ML) refers to computer algorithms that predict a meaningful output or
categorize complex systems based on a large amount of data. ML is applied in various …
categorize complex systems based on a large amount of data. ML is applied in various …
Southern Ocean food web modelling: progress, prognoses, and future priorities for research and policy makers
Graphical Abstract Graphical summary of multiple aspects of Southern Ocean food web
structure and function including alternative energy pathways through pelagic food webs …
structure and function including alternative energy pathways through pelagic food webs …
Global Distribution of Zooplankton Biomass Estimated by In Situ Imaging and Machine Learning
Zooplankton plays a major role in ocean food webs and biogeochemical cycles, and
provides major ecosystem services as a main driver of the biological carbon pump and in …
provides major ecosystem services as a main driver of the biological carbon pump and in …
Future risk for Southern Ocean ecosystem services under climate change
RD Cavanagh, J Melbourne-Thomas… - Frontiers in Marine …, 2021 - frontiersin.org
The Southern Ocean supports ecosystem services that are important on a global scale.
Climate change and human activities (tourism, fishing, and research) will affect both the …
Climate change and human activities (tourism, fishing, and research) will affect both the …
Status, change, and futures of zooplankton in the Southern Ocean
In the Southern Ocean, several zooplankton taxonomic groups, euphausiids, copepods,
salps and pteropods, are notable because of their biomass and abundance and their roles …
salps and pteropods, are notable because of their biomass and abundance and their roles …
Massive circumpolar biomass of Southern Ocean zooplankton: Implications for food web structure, carbon export, and marine spatial planning
With rapid, sector‐specific climatic changes impacting the Southern Ocean, we need
circumpolar‐scale biomass data of its plankton taxa to improve food web models, blue …
circumpolar‐scale biomass data of its plankton taxa to improve food web models, blue …
Streamlining large-scale oceanic biomonitoring using passive eDNA samplers integrated into vessel's continuous pump underway seawater systems
Passive samplers are enabling the scaling of environmental DNA (eDNA) biomonitoring in
our oceans, by circumventing the time-consuming process of water filtration. Designing a …
our oceans, by circumventing the time-consuming process of water filtration. Designing a …
The impact of zooplankton calcifiers on the marine carbon cycle
Shelled pteropods and planktic foraminifers are calcifying zooplankton that contribute to the
biological carbon pump via the sinking of their calcareous shells. However, their importance …
biological carbon pump via the sinking of their calcareous shells. However, their importance …
Step** stones towards Antarctica: Switch to southern spawning grounds explains an abrupt range shift in krill
A Atkinson, SL Hill, CS Reiss… - Global Change …, 2022 - Wiley Online Library
Poleward range shifts are a global‐scale response to warming, but these vary greatly
among taxa and are hard to predict for individual species, localized regions or over shorter …
among taxa and are hard to predict for individual species, localized regions or over shorter …
[HTML][HTML] Composition and distribution of plankton communities in the Atlantic sector of the Southern Ocean
VV Kasyan, DG Bitiutskii, AV Mishin, OA Zuev… - Diversity, 2022 - mdpi.com
In recent decades, the waters off the Antarctic Peninsula and surrounding region have
undergone a significant transformation due to global climate change affecting the structure …
undergone a significant transformation due to global climate change affecting the structure …