Using underwater imagery to improve invasive species monitoring in the Great Lakes
Knut Mehler, Great Lakes Center at SUNY Buffalo State; Lyubov Burlakova, Great Lakes Center at SUNY Buffalo State ; Alexander Karatayev, Great Lakes Center at SUNY Buffalo State; Maxwell Morgan, Cetacean Marine Inc

A new high-resolution historic substrate layer for the Laurentian Great Lakes
Gust Annis, The Nature Conservancy; Matthew Herbert, The Nature Conservancy; Jared Ross, Michigan State University; Stephanie Hickel, The Nature Conservancy

Spawning site characterization of Lake Whitefish and Lake Sturgeon in the Fox River, Lake Michigan
Christopher Houghton, University of Wisconsin - Green Bay; Patrick Forsythe, University of Wisconsin - Green Bay; Andrew Ransom, University of Wisconsin - Green Bay; Stefan Tucker, University of Wisconsin - Green Bay

Ten years of monitoring lake sturgeon spawning on artificial beds in the St. Lawrence River
Michael Morgan, NYSDEC; Andrew Preston, NYSDEC

Performance of machine learning algorithms for classifying benthic habitats and species
Peter Esselman, U.S. Geological Survey; Christopher Roussi, Michigan Tech Research Institute; Meryl Spencer, Michigan Tech Research Institute; Samuel Pecoraro, US Geological Survey; Jennifer Wardell, US Geological Survey; Scott Dwyer, US Geological Survey; Anthony Arnold, US Geological Survey