A Review of Holography in the Aquatic Sciences: In situ Characterization of Particles, Plankton, and Small Scale Biophysical Interactions
AR Nayak, E Malkiel, MN McFarland… - Frontiers in Marine …, 2021 - frontiersin.org
The characterization of particle and plankton populations, as well as microscale biophysical
interactions, is critical to several important research areas in oceanography and limnology. A …
interactions, is critical to several important research areas in oceanography and limnology. A …
A review of mechanically stimulated bioluminescence of marine plankton and its applications
F Letendre, M Twardowski, A Blackburn… - Frontiers in Marine …, 2024 - frontiersin.org
Bioluminescence is ubiquitous in marine ecosystems and found in uni-and multicellular
organisms. Bioluminescent displays can be used to deter predators, attract mates, and lure …
organisms. Bioluminescent displays can be used to deter predators, attract mates, and lure …
Identification of microplastics based on the fractal properties of their holographic fingerprint
Water plastic pollution is a serious problem affecting sealife, marine habitats, and the food
chain. Artificial intelligence-enabled coherent imaging has recently shown exciting …
chain. Artificial intelligence-enabled coherent imaging has recently shown exciting …
In-domain versus out-of-domain transfer learning in plankton image classification
Plankton microorganisms play a huge role in the aquatic food web. Recently, it has been
proposed to use plankton as a biosensor, since they can react to even minimal perturbations …
proposed to use plankton as a biosensor, since they can react to even minimal perturbations …
Plankton classification with high-throughput submersible holographic microscopy and transfer learning
Background Plankton are foundational to marine food webs and an important feature for
characterizing ocean health. Recent developments in quantitative imaging devices provide …
characterizing ocean health. Recent developments in quantitative imaging devices provide …
Deep learning classification of lake zooplankton
SP Kyathanahally, T Hardeman, E Merz… - Frontiers in …, 2021 - frontiersin.org
Plankton are effective indicators of environmental change and ecosystem health in
freshwater habitats, but collection of plankton data using manual microscopic methods is …
freshwater habitats, but collection of plankton data using manual microscopic methods is …
Combining multi-marker metabarcoding and digital holography to describe eukaryotic plankton across the Newfoundland Shelf
The planktonic diversity throughout the oceans is vital to ecosystem functioning and linked to
environmental change. Plankton monitoring tools have advanced considerably with high …
environmental change. Plankton monitoring tools have advanced considerably with high …
Survey of automatic plankton image recognition: challenges, existing solutions and future perspectives
T Eerola, D Batrakhanov, NV Barazandeh… - Artificial Intelligence …, 2024 - Springer
Planktonic organisms including phyto-, zoo-, and mixoplankton are key components of
aquatic ecosystems and respond quickly to changes in the environment, therefore their …
aquatic ecosystems and respond quickly to changes in the environment, therefore their …
In situ imaging of a kleptoplastidic ciliate thin layer indicates traditional sampling underestimates oceanic mixotroph biomass
R Barua, L Nyman, B Guo, MD Johnson… - … Earth & Environment, 2024 - nature.com
Planktonic mixotrophs, including ciliates, are abundant, yet understudied, mediators of
primary and secondary production in aquatic food webs. Here, we report high-resolution in …
primary and secondary production in aquatic food webs. Here, we report high-resolution in …
Snow particle analyzer for simultaneous measurements of snow density and morphology
The detailed characterization of snow particles is critical for understanding the snow settling
behavior and modeling the ground snow accumulation for various applications such as …
behavior and modeling the ground snow accumulation for various applications such as …