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Updated: Jul 24, 2025

Measuring the Structure, Composition, and Change of Underwater Environments with Large-area Imaging
Published on: April 18, 2025
Closing the gap between existing large-area imaging research and marine conservation needs
Orion S McCarthy1, Kanisha Contractor1, Will F Figueira2
1Scripps Institution of Oceanography, Center for Marine Biodiversity and Conservation, University of California San Diego, La Jolla, California, USA.
Large-area imaging (LAI) offers advanced marine conservation tools, but its use is limited. Future applications in coral reef conservation are expected, especially from emerging economies.
Area of Science:
- Marine conservation technology
- Benthic ecosystem monitoring
- Photogrammetry applications
Background:
- Large-area imaging (LAI) uses structure-from-motion photogrammetry to create 3D models for marine science.
- LAI is widely used for measuring benthic ecosystem structure and tracking changes but is underutilized in marine conservation.
Approach:
- Reviewed coral reef literature on LAI applications to identify research trends and regional patterns.
- Surveyed 135 coral reef scientists and practitioners on LAI familiarity, barriers, and conservation relevance.
- Assessed current LAI adoption, primarily by researchers in developed economies, with limited conservation focus.
Key Points:
- LAI adoption is concentrated among researchers in advanced economies and infrequently applied to conservation.
- Practitioners in emerging economies anticipate future LAI use.
- A gap exists between current LAI research and practitioner-identified conservation priorities.
Conclusions:
- More diverse, conservation-focused research using LAI is needed.
- Facilitating LAI access requires training, data partnerships, standardized procedures, and tool development.
- Collaboration between Global North scientists and other stakeholders can advance LAI in marine conservation.
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