Marine and freshwater microalgae belong to taxonomically and morphologically diverse
groups of organisms spanning many phyla with thousands of species. These organisms play …

Plankton are the most fundamental components of ocean ecosystems, due to their function
at many levels of the oceans food chain. Studying and monitoring plankton distribution is …

Plankton image classification plays an important role in the ocean ecosystems research.
Recently, a large scale database for plankton classification with over 3 million images …

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 …

In this paper, we present a study about an automated system for monitoring underwater
ecosystems. The system here proposed is based on the fusion of different deep learning …

Abstract Machine learning has significantly impacted the analysis of biological images and
is now an important part of many biological data analysis pipelines. A variety of biological …

Microorganisms such as protozoa and bacteria play very important roles in many practical
domains, like agriculture, industry and medicine. To explore functions of different categories …

Plankton are effective indicators of environmental change and ecosystem health in
freshwater habitats, but collection of plankton data using manual microscopic methods is …

Planktonic organisms including phyto-, zoo-, and mixoplankton are key components of
aquatic ecosystems and respond quickly to changes in the environment, therefore their …

Planktonic organisms play a pivotal role within aquatic ecosystems, serving as the
foundation of the aquatic food chain while also playing a critical role in climate regulation …