fisheries acoustics

Machine learning in fisheries acoustics

Accelerating information extraction from fisheries acoustic data through a cloud-based machine learning workflow.

Scalable, cloud-native processing of water column sonar data

Accelerating ocean exploration through cloud-native processing of active ocean sonar data.

EchoPro workflow modernization

Modernizing the EchoPro workflow for integrating acoustic and biological survey samples for biomass estimation.

Pattern discovery from long-term echosounder time series

Developing algorithms to discover prominent spatio-temporal patterns of animal movement and grouping behavior observed in sonar echoes using data from the Ocean Observatories Initiative (OOI).

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.

Summarizing low-dimensional patterns in long-term echosounder time series from the U.S. Ocean Observatories Initiative network

Scalable, interoperable processing of water column sonar data for biological applications using the echopype Python package

Building a toolbox for studying marine ecology using large ocean sonar datasets