Abstract Machine learning covers a large set of algorithms that can be trained to identify
patterns in data. Thanks to the increase in the amount of data and computing power …

In fishery acoustics, surveys using sensor systems such as sonars and echosounders have
been widely considered to be accurate tools for acquiring fish species data, fish species …

Facing the massive data of higher education institutions, data mining technology is an
intelligent information processing technology that can effectively discover knowledge from …

Acoustic technology has great application prospects in aquaculture. In particular, two
indispensable, critical technologies for the future aquaculture industry are multi‐sensor …

Abstract Machine learning, a subfield of artificial intelligence, offers various methods that can
be applied in marine science. It supports data-driven learning, which can result in automated …

Abstract In 2020, the developing COVID-19 pandemic disrupted fisheries surveys to an
unprecedented extent. Many surveys were cancelled, including those for walleye pollock …

Suitable shark conservation depends on well-informed population assessments. Direct
methods such as scientific surveys and fisheries monitoring are adequate for defining …

The use of quantitative broadband echosounders for biological studies and surveys can
offer considerable advantages over narrowband echosounders. These include improved …

This paper reports on an exploratory study of the automatic detection of discrete scatterers in
the water column from underwater acoustic data with deep learning (DL) networks …

Classification of zooplankton to species with broadband echosounder data could increase
the taxonomic resolution of acoustic surveys and reduce the dependence on net and trawl …