Machine learning for the study of plankton and marine snow from images
Quantitative imaging instruments produce a large number of images of plankton and marine
snow, acquired in a controlled manner, from which the visual characteristics of individual …
snow, acquired in a controlled manner, from which the visual characteristics of individual …
Harmful algal blooms and climate change: Learning from the past and present to forecast the future
ML Wells, VL Trainer, TJ Smayda, BSO Karlson… - Harmful algae, 2015 - Elsevier
Climate change pressures will influence marine planktonic systems globally, and it is
conceivable that harmful algal blooms may increase in frequency and severity. These …
conceivable that harmful algal blooms may increase in frequency and severity. These …
Automated plankton image analysis using convolutional neural networks
The rise of in situ plankton imaging systems, particularly high‐volume imagers such as the In
Situ Ichthyoplankton Imaging System, has increased the need for fast processing and …
Situ Ichthyoplankton Imaging System, has increased the need for fast processing and …
Big or small, patchy all: Resolution of marine plankton patch structure at micro-to submesoscales for 36 taxa
Despite the ecological importance of microscale (0.01–1 meter) and fine-scale (1 to
hundreds of meters) plankton patchiness, the dimensions and taxonomic identity of patches …
hundreds of meters) plankton patchiness, the dimensions and taxonomic identity of patches …
[HTML][HTML] The case of the diatoms and the muddled mandalas: Time to recognize diatom adaptations to stratified waters
Abstract Models used to predict future ocean ecosystem and biogeochemical behaviour
depend on simplified ecological frameworks allowing the definition of plankton functional …
depend on simplified ecological frameworks allowing the definition of plankton functional …
Surface slicks are pelagic nurseries for diverse ocean fauna
Most marine animals have a pelagic larval phase that develops in the coastal or open
ocean. The fate of larvae has profound effects on replenishment of marine populations that …
ocean. The fate of larvae has profound effects on replenishment of marine populations that …
Environmental drivers of the fine-scale distribution of a gelatinous zooplankton community across a mesoscale front
Mesoscale fronts occur frequently in many coastal areas and often are sites of elevated
productivity; however, knowledge of the fine-scale distribution of zooplankton at these fronts …
productivity; however, knowledge of the fine-scale distribution of zooplankton at these fronts …
Three-dimensional cross-shelf zooplankton distributions off the Central Oregon Coast during anomalous oceanographic conditions
Abstract The Northern California Current (NCC) is a complex, dynamic system experiencing
distinctly different levels of upwelling and downwelling, ranging from intermittent upwelling …
distinctly different levels of upwelling and downwelling, ranging from intermittent upwelling …
The future of fisheries oceanography lies in the pursuit of multiple hypotheses
JA Hare - ICES Journal of Marine Science, 2014 - academic.oup.com
Fisheries oceanography is largely an applied discipline with a major goal of improving
fisheries management and marine conservation. Johan Hjort's critical period hypothesis …
fisheries management and marine conservation. Johan Hjort's critical period hypothesis …
Imperfect automatic image classification successfully describes plankton distribution patterns
Imaging systems were developed to explore the fine scale distributions of plankton (< 10 m),
but they generate huge datasets that are still a challenge to handle rapidly and accurately …
but they generate huge datasets that are still a challenge to handle rapidly and accurately …