Integrating echosounder data and net catches for biomass estimation.
A Python package that enhances the interoperability and scalability in ocean sonar processing.
The Hudson Canyon, located along the shelfbreak of the New York Bight (NYB), has been characterized as a “biological hotspot” that attracts organisms ranging from zooplankton to marine mammals. Since 2017, seasonal surveys have collected …
Acoustic-trawl surveys provide estimates of biological distributions that can inform stock assessments and other ecosystem-based management strategies. These measurements can also derive other biometrics (e.g. average body length) and behavioral …
Water column sonar data collected by echosounders are essential for marine ecosystem research, allowing the detection, classifi cation, and quantification of fish and zooplankton from many different ocean observing platforms. However, broad usage of …
In this presentation, I will discuss fundamental concepts of using active acoustic techniques as a remote sensing tool to observe mid-trophic level fish and zooplankton in the ocean. These observations complement passive acoustic measurements that …
Successful application of machine learning (ML) methodology requires iterative development and testing of not only the models but also the entire workflow on the very platform and operating scenario the development aims to serve, before the framework …