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Mapping Sub-Metre 3D Land-Sea Coral Reefscapes Using Superspectral WorldView-3 Satellite Stereoimagery

Abstract : Shallow coral reefs ensure a wide portfolio of ecosystem services, from fish provisioning to tourism, that support more than 500 million people worldwide. The protection and sustainable management of these pivotal ecosystems require fine-scale but large-extent mapping of their 3D composition. The sub-metre spaceborne imagery can neatly produce such an expected product using multispectral stereo-imagery. We built the first 3D land-sea coral reefscape mapping using the 0.3 m superspectral WorldView-3 stereo-imagery. An array of 13 land use/land cover and sea use/sea cover habitats were classified using sea-, ground-and air-truth data. The satellite-derived topography and bathymetry reached vertical accuracies of 1.11 and 0.89 m, respectively. The value added of the eight mid-infrared (MIR) channels specific to the WorldView-3 was quantified using the classification overall accuracy (OA). With no topobathymetry, the best combination included the eight-band optical (visible + near-infrared) and the MIR8, which boosted the basic blue-greenred OA by 9.58%. The classes that most benefited from this MIR information were the land use "roof" and land cover "soil" classes. The addition of the satellite-derived topobathymetry to the optical+MIR1 produced the best full combination, increasing the basic OA by 9.73%, and reinforcing the "roof" and "soil" distinction.
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Contributor : Joachim Claudet Connect in order to contact the contributor
Submitted on : Tuesday, April 6, 2021 - 3:03:19 PM
Last modification on : Wednesday, November 17, 2021 - 12:31:58 PM
Long-term archiving on: : Wednesday, July 7, 2021 - 6:43:47 PM


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Antoine Collin, Mark Andel, David Lecchini, Joachim Claudet. Mapping Sub-Metre 3D Land-Sea Coral Reefscapes Using Superspectral WorldView-3 Satellite Stereoimagery. Oceans, Oceanic Society, 2021, 2 (2), pp.315-329. ⟨10.3390/oceans2020018⟩. ⟨hal-03190710⟩



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