Abstract
The use of hyperspectral imaging in marine applications is limited, largely due to the cost-prohibitive nature of the technology and the risk of submerging such expensive electronics. Here, we examine the use of low-cost (<5000 GBP) hyperspectral imaging as a potential addition to the marine monitoring toolbox. Using coral reefs in Bermuda as a case study and a trial for the technology, data was collected across two reef morphologies, representing fringing reefs and patch reefs. Hyperspectral data of various coral species, Montastraea cavernosa, Diploria labyrinthiformis, Pseudodiploria strigosa, and Plexaurella sp., were successfully captured and analyzed, indicating the practicality and suitability of underwater hyperspectral imaging for use in coral reef assessment. The spectral data was also used to demonstrate simple spectral classification to provide values of the percentage coverage of benthic habitat types. Finally, the raw image data was used to generate digital elevation models to measure the physical structure of corals, providing another data type able to be used in reef assessments. Future improvements were also suggested regarding how to improve the spectral data captured by the technique to account for the accurate application of correction algorithms.
Original language | English |
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Pages (from-to) | 286-300 |
Number of pages | 15 |
Journal | Oceans |
Volume | 4 |
Issue number | 3 |
DOIs | |
Publication status | Published - 23 Aug 2023 |
Bibliographical note
Funding Information:We would like to acknowledge the University of Bristol Cabot Institute, the Roddenberry Foundation, and the Perivoli Foundation for funding this project.
Publisher Copyright:
© 2023 by the authors.
Keywords
- Coral
- Hyperspectral imaging (HSI)
- coral health
- imaging
- Optics