Publications
Welcome to the Great Lakes Science Center's Publications page.
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Real-time invasive sea lamprey detection using machine learning classifier models on embedded systems Real-time invasive sea lamprey detection using machine learning classifier models on embedded systems
Invasive sea lamprey (Petromyzon marinus) has historically inflicted considerable economic and ecological damage in the Great Lakes and continues to be a major threat. Accurately monitoring sea lampreys are critical to enabling the deployment of more targeted and effective control measures to minimize the impact associated with this species. This paper presents the first stand-alone...
Authors
Ian Gonzalez-Afanador, Claudia Chen, Gerardo Morales-Torres, Scott M. Miehls, Hongyang Shi, Xiaobo Tan, Nelson Sepulveda
Zebra and Quagga mussels in the United States—Dreissenid mussel research by the U.S. Geological Survey Zebra and Quagga mussels in the United States—Dreissenid mussel research by the U.S. Geological Survey
The U.S. Geological Survey (USGS) delivers high-quality data, technologies, and decision-support tools to help managers both reduce existing populations and control the spread of dreissenid mussels. The USGS researches ecology, biology, risk assessment, and early detection and rapid response methods; provides decision support; and develops and tests control measures.
Authors
Cayla R. Morningstar, Patrick M. Kocovsky, Michael E. Colvin, Timothy D. Counihan, Wesley M. Daniel, Peter C. Esselman, Cathy A. Richter, Adam Sepulveda, Diane L. Waller
By
Ecosystems Mission Area, Biological Threats and Invasive Species Research Program, Columbia Environmental Research Center, Great Lakes Science Center, Northern Rocky Mountain Science Center, Upper Midwest Environmental Sciences Center, Western Fisheries Research Center, Wetland and Aquatic Research Center
On the survival and habitat use of hatchery-reared cisco (Coregonus artedi) in Lake Erie On the survival and habitat use of hatchery-reared cisco (Coregonus artedi) in Lake Erie
Cisco (Coregonus artedi) have been extirpated from Lake Erie in North America since the 1960s, but they once supported one of the largest Laurentian Great Lakes fisheries. Numerous potential impediments to rehabilitation have been identified, including summer habitat refugia and predation. We used acoustic telemetry to investigate the thermal habitat use and survival of hatchery-reared...
Authors
Richard Kraus, James Markham, Jason Robinson, Thomas MacDougall, Matthew Faust, Joseph Schmitt, Christopher Vandergoot, James E. McKenna, Dimitri Gorsky
Impacts of artificial rearing on cisco Coregonus artedi morphology, including pugheadedness Impacts of artificial rearing on cisco Coregonus artedi morphology, including pugheadedness
Cisco (Coregonus artedi Lesueur, 1818) in the Laurentian Great Lakes declined throughout the 19th and 20th centuries. Managers are attempting to restore Great Lakes cisco and other coregonines using multiple approaches, including stocking. A potential obstacle to these efforts is that artificially reared coregonines can display deformities and morphological differences compared to wild...
Authors
Andrew Edgar Honsey, Katie Victoria Anweiler, David Bunnell, Cory Brant, Georgia Wende Hoffman, Brian O’Malley, Kevin Keeler, Chris Olds, Jeremy Kraus, Yu-Chun Kao, Wendylee Stott
Evaluating effectiveness of restoration to address current stressors to riverine fish Evaluating effectiveness of restoration to address current stressors to riverine fish
River restoration programmes with the goal of conserving and rehabilitating inland fishes have a multi-decadal history, but evaluation and synthesis of past restoration actions have been limited by a lack of monitoring and reporting. Given that calls for both monitoring and systematic reviews of restoration have increased, we were interested in the influence that restoration has had on...
Authors
Jane S. Rogosch, Hadley I. A. Boehm, Ralph W. Tingley, Kiah D. Wright, Elisabeth B. Webb, Craig P. Paukert
First documentation of grass carp spawning in Lake Erie’s Central Basin First documentation of grass carp spawning in Lake Erie’s Central Basin
Grass carp (Ctenopharyngodon idella) are non-indigenous to North America having been translocated to the United States in the 1960s as a potential non-chemical solution for nuisance aquatic vegetation. Reproductively viable grass carp now exist in many watersheds in the United States. In the Great Lakes basin, grass carp were first discovered in the 1980s with direct confirmation of...
Authors
Corbin David Hilling, Adam J. Landry, James Roberts, Nathan Thompson, Cathy A. Richter, Ryan E. Brown, Christine M. Mayer, Song S. Qian
Reproduction of grass carp (Ctenopharyngodon idella) in the Maumee River, Ohio: Part 1—Spawning area identification using bidirectional drift modeling Reproduction of grass carp (Ctenopharyngodon idella) in the Maumee River, Ohio: Part 1—Spawning area identification using bidirectional drift modeling
Control of invasive grass carp (Ctenopharyngodon idella) populations in the Western Lake Erie Basin merits adaptive management guided by the best available science. Presently (2024), capture of mature grass carp in rivers during spawning season is most efficient, so knowing when and where grass carp are spawning is essential information for natural resource agencies. Using bidirectional...
Authors
P. Ryan Jackson, Charles V. Cigrand, Patrick M. Kocovsky, Nicole R. King, Alan Kasprak, Evan M. Lindroth, Henry F. Doyle, Song S. Qian, Christine M. Mayer
Classification of lakebed geologic substrate in autonomously collected benthic imagery using machine learning Classification of lakebed geologic substrate in autonomously collected benthic imagery using machine learning
Mapping benthic habitats with bathymetric, acoustic, and spectral data requires georeferenced ground-truth information about habitat types and characteristics. New technologies like autonomous underwater vehicles (AUVs) collect tens of thousands of images per mission making image-based ground truthing particularly attractive. Two types of machine learning (ML) models, random forest (RF)...
Authors
Joseph K. Geisz, Phillipe Alan Wernette, Peter C. Esselman
Improving how science informs policy within the Ecosystem Approach Improving how science informs policy within the Ecosystem Approach
Science is fundamental to sound policies, particularly when it comes to implementing an Ecosystem Approach. Science can and should inform nearly all facets of an Ecosystem Approach, yet challenges remain to realizing this goal. To help identify and better understand these challenges we used a qualitative comparative case study approach to identify and characterize the challenges and...
Authors
Kathleen Williams, Scott P. Sowa, Matthew Child, Marc Gaden, Janette Anderson, David B. Bunnell, Paul Drca, Roger L. Knight, Richard Norton, Rachael Taylor
Status and trends of pelagic and benthic prey fish populations in Lake Michigan, 2023 Status and trends of pelagic and benthic prey fish populations in Lake Michigan, 2023
Fall bottom trawl (fall BT) and lakewide acoustic (AC) surveys are conducted annually to generate indices of pelagic and benthic prey fish densities in Lake Michigan. The fall BT survey has been conducted each fall since 1973 using 12-m trawls at depths ranging from 9 to 110 m at fixed locations distributed across seven transects; this survey estimates densities of seven prey fish...
Authors
David Warner, Ralph W. Tingley, Charles P. Madenjian, Cory Brant, Steve A. Farha, Patricia Dieter, Benjamin A. Turschak, Dale Hanson, Kristy Phillips, Caleb Geister
Status and trends of the Lake Huron prey fish community, 1976-2023 Status and trends of the Lake Huron prey fish community, 1976-2023
The U. S. Geological Survey-Great Lakes Science Center has monitored annual changes in the offshore (depth >9m) prey fish community of Lake Huron since 1973. Monitoring of prey fish populations in Lake Huron is based on a bottom trawl survey that targets demersal (benthic) species and an acoustic-midwater trawl survey that targets pelagic species and life stages. In 2023, Bloater...
Authors
Timothy P. O’Brien, Darryl W. Hondorp, Edward F. Roseman, Peter C. Esselman, Cory Brant, Steven A. Farha, Kristy Phillips
How diverse is the toolbox? A review of management actions to conserve or restore coregonines How diverse is the toolbox? A review of management actions to conserve or restore coregonines
Over the past centuries, coregonines have been exposed to a range of stressors that have led to extinctions, extirpations, and speciation reversals. Given that some populations remain at risk and fishery managers have begun restoring coregonines where they have been extirpated, we reviewed the primary and gray literature to describe the diversity of coregonine restoration or conservation...
Authors
David Bunnell, Orlane Anneville, Jan Baer, Colin Bean, Kimmo Kahlilainen, Alfred Sandstrom, Oliver Selz, Pascal Vonlanthen, Josef Wanzenbock, Brian Weidel