低成本高光谱成像技术在珊瑚礁特征分析中的应用

IF 1.9 4区 地球科学 Q2 GEOCHEMISTRY & GEOPHYSICS Dynamics of Atmospheres and Oceans Pub Date : 2023-08-23 DOI:10.3390/oceans4030020
J. Teague, J. Day, Michael J. Allen, Thomas B. Scott, E. Hochberg, David A. Megson-Smith
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引用次数: 1

摘要

高光谱成像在海洋应用中的应用是有限的,主要是由于该技术的成本过高,以及将如此昂贵的电子设备淹没的风险。在这里,我们研究了使用低成本(<5000英镑)高光谱成像作为海洋监测工具箱的潜在补充。以百慕大的珊瑚礁为案例研究和技术试验,收集了两种珊瑚礁形态的数据,分别代表边缘珊瑚礁和补丁珊瑚礁。成功捕获并分析了海龙珊瑚(Montastraea cavernosa)、迷路双翅珊瑚(Diploria迷路双翅珊瑚(Diploria迷路双翅珊瑚)、长尾假双翅珊瑚(Pseudodiploria strigosa)和丛海珊瑚(Plexaurella sp.)的高光谱数据,表明水下高光谱成像技术在珊瑚礁评价中的实用性和适用性。光谱数据也被用来演示简单的光谱分类,以提供底栖生物栖息地类型的百分比覆盖率值。最后,原始图像数据被用来生成数字高程模型,以测量珊瑚的物理结构,提供另一种可用于珊瑚礁评估的数据类型。关于如何改进该技术捕获的光谱数据以考虑校正算法的准确应用,还提出了未来的改进建议。
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A Demonstration of the Capability of Low-Cost Hyperspectral Imaging for the Characterisation of Coral Reefs
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.
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来源期刊
Dynamics of Atmospheres and Oceans
Dynamics of Atmospheres and Oceans 地学-地球化学与地球物理
CiteScore
3.10
自引率
5.90%
发文量
43
审稿时长
>12 weeks
期刊介绍: Dynamics of Atmospheres and Oceans is an international journal for research related to the dynamical and physical processes governing atmospheres, oceans and climate. Authors are invited to submit articles, short contributions or scholarly reviews in the following areas: •Dynamic meteorology •Physical oceanography •Geophysical fluid dynamics •Climate variability and climate change •Atmosphere-ocean-biosphere-cryosphere interactions •Prediction and predictability •Scale interactions Papers of theoretical, computational, experimental and observational investigations are invited, particularly those that explore the fundamental nature - or bring together the interdisciplinary and multidisciplinary aspects - of dynamical and physical processes at all scales. Papers that explore air-sea interactions and the coupling between atmospheres, oceans, and other components of the climate system are particularly welcome.
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