2024
Echostack: An open-source Python software toolbox that democratizes water column sonar dataand processing
Water column sonar data collected by echosounders are essential for marine ecosystem research, allowing the detection, classifi cation, …
Variability and influence of fisheries acoustic echogram annotations on machine learning applications
High-frequency echosounders are the workhorse in fisheries and marine ecological surveys. Due to the inherent complexity of biological …
Two Pieces of the Same Puzzle: Active and Passive Acoustics for Cross-Trophic Marine Ecosystem Monitoring Part II
In this presentation, I will discuss fundamental concepts of using active acoustic techniques as a remote sensing tool to observe …
Scalable and configurable echosounder data workflows
Acoustic fisheries surveys and ocean observing systems collect terabytes of echosounder data that require custom processing pipelines …
A ship-to-cloud machine learning pipeline built on the open-source Python Echostack software tools
Successful application of machine learning (ML) methodology requires iterative development and testing of not only the models but also …
2022
Understanding echoes
Keynote Lecture at the 2022 Denver Acoustical Society of America meeting.
Updates from Echopype developers: changes and roadmap
This presentation was also given at the NOAA National Centers for Environmental Information (NCEI) Water Column Sonar Data Archive 2022 Workshop on March 29, 2022.