Imaging of plankton specimens with the lightframe on-sight keyspecies investigation (LOKI) system

J Schulz, K Barz, P Ayon, A Luedtke… - Journal of the …, 2010 - jeos.edpsciences.org
Zooplankton is a key element in aquatic food webs. Rapid mapping of abundance,
combined with information on taxonomic and size composition is necessary to understand …

The In situ Plankton Assemblage eXplorer (IPAX): An inexpensive underwater imaging system for zooplankton study

P Lertvilai - Methods in Ecology and Evolution, 2020 - Wiley Online Library
Zooplankton play vital ecological roles that maintain aquatic ecosystems. Imaging
instruments have enabled in situ observations of these organisms that can be automated …

Real-time observation of taxa-specific plankton distributions: an optical sampling method

CS Davis, Q Hu, SM Gallager, X Tang… - Marine Ecology Progress …, 2004 - int-res.com
A fundamental problem in limnology and oceanography is the inability to measure the
taxonomic composition of plankton quickly over a broad range of scales. Traditional …

Comparison of an In Situ Imaging Device and Net-Based Method to Study Mesozooplankton Communities in an Oligotrophic System

A Barth, J Stone - Frontiers in Marine Science, 2022 - frontiersin.org
In the past several years, the capabilities of optical tools and in situ imaging devices have
greatly expanded and are now revolutionizing the field of plankton research. These tools …

RAPID: research on automated plankton identification

MC Benfield, P Grosjean, PF Culverhouse, X Irigoien… - Oceanography, 2007 - JSTOR
Silhouette photography (Ortner et al., 1979) was the first attempt to create a permanent
record of the contents of a plankton sample collected with a net in the form of a contact print …

Modular shadowgraph imaging for zooplankton ecological studies in diverse field and mesocosm settings

AT Greer, PI Duffy, TJW Walles… - Limnology and …, 2025 - Wiley Online Library
Various iterations of shadowgraph imaging have been used to quantify zooplankton in situ
with high spatial resolution. Because these systems can image relatively large volumes of …

A Semi-Automated Image Analysis Procedure for In Situ Plankton Imaging Systems

H Bi, Z Guo, MC Benfield, C Fan, M Ford… - PloS one, 2015 - journals.plos.org
Plankton imaging systems are capable of providing fine-scale observations that enhance
our understanding of key physical and biological processes. However, processing the large …

[HTML][HTML] Underwater dual-magnification imaging for automated lake plankton monitoring

E Merz, T Kozakiewicz, M Reyes, C Ebi, P Isles… - Water Research, 2021 - Elsevier
Abstract The Dual Scripps Plankton Camera (DSPC) is a new approach for automated in-
situ monitoring of phyto-and zooplankton communities based on a dual magnification dark …

The Scripps Plankton Camera system: A framework and platform for in situ microscopy

EC Orenstein, D Ratelle… - Limnology and …, 2020 - Wiley Online Library
The large data sets provided by in situ optical microscopes are allowing us to answer
longstanding questions about the dynamics of planktonic ecosystems. To deal with the influx …

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

SLC Giering, PF Culverhouse, DG Johns… - Frontiers in Marine …, 2022 - frontiersin.org
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 …