From the Hensen net toward four-dimensional biological oceanography

PH Wiebe, MC Benfield - Progress in Oceanography, 2003 - Elsevier
The development of quantitative zooplankton collecting systems began with Hensen (1887
Berichte der Kommssion wissenschaftlichen Untersuchung der deutschen Meere in Kiel5, 1 …

Water monitoring by means of digital microscopy identification and classification of microalgae

L Barsanti, L Birindelli, P Gualtieri - Environmental Science: Processes …, 2021 - pubs.rsc.org
Marine and freshwater microalgae belong to taxonomically and morphologically diverse
groups of organisms spanning many phyla with thousands of species. These organisms play …

The Underwater Vision Profiler 5: An advanced instrument for high spatial resolution studies of particle size spectra and zooplankton

M Picheral, L Guidi, L Stemmann… - Limnology and …, 2010 - Wiley Online Library
The Underwater Vision Profiler (UVP) was developed to quantify the vertical distribution of
macroscopic particles and zooplankton> 100 mm in size. The smaller size limit is fixed by …

Automated plankton image analysis using convolutional neural networks

JY Luo, JO Irisson, B Graham… - Limnology and …, 2018 - Wiley Online Library
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 …

[PDF][PDF] Active learning to recognize multiple types of plankton.

T Luo, K Kramer, DB Goldgof, LO Hall… - Journal of Machine …, 2005 - jmlr.org
This paper presents an active learning method which reduces the labeling effort of domain
experts in multi-class classification problems. Active learning is applied in conjunction with …

Improving plankton image classification using context metadata

JS Ellen, CA Graff, MD Ohman - Limnology and Oceanography …, 2019 - Wiley Online Library
Advances in both hardware and software are enabling rapid proliferation of in situ plankton
imaging methods, requiring more effective machine learning approaches to image …

Zooglider: An autonomous vehicle for optical and acoustic sensing of zooplankton

MD Ohman, RE Davis, JT Sherman… - Limnology and …, 2019 - Wiley Online Library
We present the design and preliminary results from ocean deployments of Zooglider, a new
autonomous zooplankton‐sensing glider. Zooglider is a modified Spray glider that includes …

Robotics in remote and hostile environments

JG Bellingham, K Rajan - science, 2007 - science.org
In our continuing quest for knowledge, robots are powerful tools for accessing environments
too dangerous or too remote for human exploration. Early systems functioned under close …

Automatic plankton image classification combining multiple view features via multiple kernel learning

H Zheng, R Wang, Z Yu, N Wang, Z Gu, B Zheng - BMC bioinformatics, 2017 - Springer
Background Plankton, including phytoplankton and zooplankton, are the main source of
food for organisms in the ocean and form the base of marine food chain. As the fundamental …

Autonomous underwater vehicles: Identifying critical issues and future perspectives in image acquisition

A Monterroso Muñoz, MJ Moron-Fernández… - Sensors, 2023 - mdpi.com
Underwater imaging has been present for many decades due to its relevance in vision and
navigation systems. In recent years, advances in robotics have led to the availability of …