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February 2, 2026Remote Sensing0 citationsOpen Access

Mapping Live Coral: Comparing Spaceborne to Airborne Imaging Spectroscopy

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GAGregory P. AsnerNVNicholas R. VaughnJHJoseph Heckler

Key Points

  • This research aims to compare the effectiveness of satellite and airborne imaging spectroscopy in mapping live coral cover.
  • Coordinated overpasses of Tanager-1 satellite and Global Airborne Observatory imaging spectrometer measurements.
  • Synchronized measurements were taken at a depth of 25 m in Hawaiʻi.
  • Detailed modeling simulated 30 m data from 2 m resolution GAO data for comparison.
  • Tanager-1 and GAO generated similar patterns of live coral, macroalgal, and sand cover at 30 m resolution.
  • Field validation confirmed comparable precision and accuracy in estimates of live coral cover.
  • The ratio of live coral to macroalgal cover was consistent between sensors.

Abstract

Live coral cover is a key indicator of coral reef composition, health, and functioning. Airborne imaging spectroscopy provides verifiably accurate estimates of live coral cover to seawater depths of 25 m, yet satellite-based approaches have not achieved the same level of performance. The new Tanager-1 satellite carries a high-fidelity imaging spectrometer in sun-synchronous Earth orbit, providing an opportunity to transition from airborne to spaceborne imaging of live corals and other benthic constituents. We coordinated overpasses of Tanager-1 and Global Airborne Observatory (GAO) imaging spectrometer measurements of coral reef to a depth of 25 m in Hawaiʻi. Tanager-1 has a spatial resolution of 30 m, while the GAO data were collected at 2 m resolution, requiring detailed modeling to simulate 30 m data for subsequent comparison to the satellite data. At 30 m resolution, the two sensors generated similar geographic patterns of live coral, macroalgal, and sand cover. Field validation indicated similar precision and accuracy of live coral cover estimates, and the ratio of live coral to macroalgal cover proved similar between sensors. Overall results indicate that live coral cover can be mapped with high-fidelity imaging spectroscopy from Earth orbit. With the advent of more spaceborne imaging spectrometers, a new era of live coral monitoring will be possible, filling a critical gap for repeated assessments of reef compositional change at a global level.

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Cite This Study

Asner et al. (2026) studied this question.

synapsesocial.com/papers/6980fd60c1c9540dea80f175https://doi.org/10.3390/rs18030435
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