Monitoring and modelling marine zooplankton in a changing climate
L Ratnarajah, R Abu-Alhaija, A Atkinson… - Nature …, 2023 - nature.com
Zooplankton are major consumers of phytoplankton primary production in marine
ecosystems. As such, they represent a critical link for energy and matter transfer between …
ecosystems. As such, they represent a critical link for energy and matter transfer between …
[HTML][HTML] A systematic study of zooplankton-based indices of marine ecological change and water quality: Application to the European marine strategy framework …
Marine zooplankton are central components of holistic ecosystem assessments due to their
intermediary role in the food chain, linking the base of the food chain with higher trophic …
intermediary role in the food chain, linking the base of the food chain with higher trophic …
Assessing the state of marine biodiversity in the Northeast Atlantic
A Mcquatters-Gollop, L Guérin, NL Arroyo, A Aubert… - Ecological …, 2022 - Elsevier
Abstract The Northeast Atlantic, a highly productive maritime area, has been exposed to a
wide range of direct human pressures, such as fishing, shipping, coastal development …
wide range of direct human pressures, such as fishing, shipping, coastal development …
Contrastive learning-based image retrieval for automatic recognition of in situ marine plankton images
Z Yang, J Li, T Chen, Y Pu, Z Feng - ICES Journal of Marine …, 2022 - academic.oup.com
Automatic recognition of in situ marine plankton images has long been treated as an image
classification problem in machine learning. However, the deep learning-based classifiers …
classification problem in machine learning. However, the deep learning-based classifiers …
Temporal changes in zooplankton indicators highlight a bottom-up process in the Bay of Marseille (NW Mediterranean Sea)
Sixteen years (2005–2020) of zooplankton monitoring in the Bay of Marseille (NW
Mediterranean Sea) are analyzed in relation to physical, meteorological, climatic and biotic …
Mediterranean Sea) are analyzed in relation to physical, meteorological, climatic and biotic …
Are plankton nets a thing of the past? An assessment of in situ imaging of zooplankton for large-scale ecosystem assessment and policy decision-making
Zooplankton are fundamental to aquatic ecosystem services such as carbon and nutrient
cycling. Therefore, a robust evidence base of how zooplankton respond to changes in …
cycling. Therefore, a robust evidence base of how zooplankton respond to changes in …
[HTML][HTML] Mesozooplankton size structure in the Canary Current System
Abstract Changes in plankton composition influences the dynamics of marine food webs and
carbon sinking rates. Understanding the core structure and function of the plankton …
carbon sinking rates. Understanding the core structure and function of the plankton …
Copepods (Crustacea: Copepoda) in the Belgian part of the North Sea: Trends, dynamics and anomalies
J Mortelmans, A Aubert, J Reubens, V Otero… - Journal of Marine …, 2021 - Elsevier
Copepods are a dominant component of mesozooplankton communities and are
unambiguously important in marine food webs. Climate change and rising sea surface …
unambiguously important in marine food webs. Climate change and rising sea surface …
In situ automated imaging, using the Plankton Imager, captures temporal variations in mesozooplankton using the Celtic Sea as a case study
Abstract The Plankton Imager (PI) is an underway semi-automated, high-speed imaging
instrument, which takes images of all passing particles and classifies the mesozooplankton …
instrument, which takes images of all passing particles and classifies the mesozooplankton …
Automated zooplankton size measurement using deep learning: Overcoming the limitations of traditional methods
W Zhang, H Bi, D Wang, X Cheng, Z Cai… - Frontiers in Marine …, 2024 - frontiersin.org
Zooplankton size is a crucial indicator in marine ecosystems, reflecting demographic
structure, species diversity and trophic status. Traditional methods for measuring …
structure, species diversity and trophic status. Traditional methods for measuring …