Accurate Refraction Correction—Assisted Bathymetric Inversion Using ICESat-2 and Multispectral Data

Shallow-water depth information is essential for ship navigation and fishery farming. However, the accurate acquisition of shallow-water depth has been a challenge for marine mapping. Combining Ice, Cloud, and Land Elevation Satellite-2 (ICESat-2) bathymetry data with multispectral data, satellite-d...

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Autores principales: Changda Liu, Jiawei Qi, Jie Li, Qiuhua Tang, Wenxue Xu, Xinghua Zhou, Wenjun Meng
Formato: article
Lenguaje:EN
Publicado: MDPI AG 2021
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spelling oai:doaj.org-article:d65d0258f87b4df18818b59eaea00c642021-11-11T18:54:35ZAccurate Refraction Correction—Assisted Bathymetric Inversion Using ICESat-2 and Multispectral Data10.3390/rs132143552072-4292https://doaj.org/article/d65d0258f87b4df18818b59eaea00c642021-10-01T00:00:00Zhttps://www.mdpi.com/2072-4292/13/21/4355https://doaj.org/toc/2072-4292Shallow-water depth information is essential for ship navigation and fishery farming. However, the accurate acquisition of shallow-water depth has been a challenge for marine mapping. Combining Ice, Cloud, and Land Elevation Satellite-2 (ICESat-2) bathymetry data with multispectral data, satellite-derived bathymetry is a promising solution through which to obtain bathymetric information quickly and accurately. This study proposes a photon refraction correction method considering sea-surface undulations to address errors in the underwater photons obtained by the ICESat-2. First, the instantaneous sea surface and beam emission angle are integrated to determine the sea-surface incidence angle. Next, the distance of photon propagation in water is determined using sea-surface undulation and Snell’s law. Finally, position correction is performed through geometric relationships. The corrected photons were combined with the multispectral data for bathymetric inversion, and a bathymetric map of the Yongle Atoll area was obtained. A bathymetric chart was created using the corrected photons and the multispectral data in the Yongle Atoll. Comparing the results of different refraction correction methods with the data measured shows that the refraction correction method proposed in this paper can effectively correct bathymetry errors: the root mean square error is 1.48 m and the R2 is 0.86.Changda LiuJiawei QiJie LiQiuhua TangWenxue XuXinghua ZhouWenjun MengMDPI AGarticleICESat-2multispectral datarefraction correctionsea-surface undulationssatellite-derived bathymetryScienceQENRemote Sensing, Vol 13, Iss 4355, p 4355 (2021)
institution DOAJ
collection DOAJ
language EN
topic ICESat-2
multispectral data
refraction correction
sea-surface undulations
satellite-derived bathymetry
Science
Q
spellingShingle ICESat-2
multispectral data
refraction correction
sea-surface undulations
satellite-derived bathymetry
Science
Q
Changda Liu
Jiawei Qi
Jie Li
Qiuhua Tang
Wenxue Xu
Xinghua Zhou
Wenjun Meng
Accurate Refraction Correction—Assisted Bathymetric Inversion Using ICESat-2 and Multispectral Data
description Shallow-water depth information is essential for ship navigation and fishery farming. However, the accurate acquisition of shallow-water depth has been a challenge for marine mapping. Combining Ice, Cloud, and Land Elevation Satellite-2 (ICESat-2) bathymetry data with multispectral data, satellite-derived bathymetry is a promising solution through which to obtain bathymetric information quickly and accurately. This study proposes a photon refraction correction method considering sea-surface undulations to address errors in the underwater photons obtained by the ICESat-2. First, the instantaneous sea surface and beam emission angle are integrated to determine the sea-surface incidence angle. Next, the distance of photon propagation in water is determined using sea-surface undulation and Snell’s law. Finally, position correction is performed through geometric relationships. The corrected photons were combined with the multispectral data for bathymetric inversion, and a bathymetric map of the Yongle Atoll area was obtained. A bathymetric chart was created using the corrected photons and the multispectral data in the Yongle Atoll. Comparing the results of different refraction correction methods with the data measured shows that the refraction correction method proposed in this paper can effectively correct bathymetry errors: the root mean square error is 1.48 m and the R2 is 0.86.
format article
author Changda Liu
Jiawei Qi
Jie Li
Qiuhua Tang
Wenxue Xu
Xinghua Zhou
Wenjun Meng
author_facet Changda Liu
Jiawei Qi
Jie Li
Qiuhua Tang
Wenxue Xu
Xinghua Zhou
Wenjun Meng
author_sort Changda Liu
title Accurate Refraction Correction—Assisted Bathymetric Inversion Using ICESat-2 and Multispectral Data
title_short Accurate Refraction Correction—Assisted Bathymetric Inversion Using ICESat-2 and Multispectral Data
title_full Accurate Refraction Correction—Assisted Bathymetric Inversion Using ICESat-2 and Multispectral Data
title_fullStr Accurate Refraction Correction—Assisted Bathymetric Inversion Using ICESat-2 and Multispectral Data
title_full_unstemmed Accurate Refraction Correction—Assisted Bathymetric Inversion Using ICESat-2 and Multispectral Data
title_sort accurate refraction correction—assisted bathymetric inversion using icesat-2 and multispectral data
publisher MDPI AG
publishDate 2021
url https://doaj.org/article/d65d0258f87b4df18818b59eaea00c64
work_keys_str_mv AT changdaliu accuraterefractioncorrectionassistedbathymetricinversionusingicesat2andmultispectraldata
AT jiaweiqi accuraterefractioncorrectionassistedbathymetricinversionusingicesat2andmultispectraldata
AT jieli accuraterefractioncorrectionassistedbathymetricinversionusingicesat2andmultispectraldata
AT qiuhuatang accuraterefractioncorrectionassistedbathymetricinversionusingicesat2andmultispectraldata
AT wenxuexu accuraterefractioncorrectionassistedbathymetricinversionusingicesat2andmultispectraldata
AT xinghuazhou accuraterefractioncorrectionassistedbathymetricinversionusingicesat2andmultispectraldata
AT wenjunmeng accuraterefractioncorrectionassistedbathymetricinversionusingicesat2andmultispectraldata
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