OMB Individually Reported
Whole-lake indexing of round goby abundances with photographic catch data [2024 INV#WO0000000109010]
Low riskExact public inventory row
Description
quantify abundances of one of the most abundant prey fishes in the Great Lakes, an invasive species called Round Goby
Detailed example
quantified round goby abundances
AI / analytics pattern
Classical/Predictive Machine Learning: Models trained on data to make predictions or classifications based on identified patterns or relationships.
Automation level / stage
b) Pilot – The use case has been deployed in a limited test or pilot capacity.
Expected benefit
create a more effective method of monitoring abundances of prey fish across the entirety of the Great Lakes
Controls / human review
ATO: No; PIA: Not published
Data needed
Image and position data from autonomous underwater vehicles; LiDAR bathymetry data