Estimation of Eulerian Sea Surface Currents and Lagrangian Trajectory Using Ocean Color Elements From GOCI Images in Turbid Coastal Water

Abstract In turbid coastal waters, sea surface currents often exhibit frequent spatiotemporal variability, retrieving them from optical satellite data remains challenging due to the saturated signal caused by suspended particles. This study uses the maximum cross‐correlation (MCC) method to retrieve Eulerian currents and Lagrangian trajectories in turbid nearshore areas, and the performance of MCC with different correlation coefficients and tracers are evaluated. Current vectors calculated using the Cosine correlation coefficient show the highest consistency with high frequency radar currents. The minimum average magnitude error and average angular error were 0.51 and 23.98°, respectively. They also demonstrate strong statistical correlations of 0.99 for direction and 0.8 for speed with measured tidal currents, surpassing results calculated using Pearson and Tanimoto correlation coefficients. Eulerian currents and Lagrangian trajectories can effectively be derived from the tracers inverted from Rayleigh‐corrected reflectance. The number of valid current vectors from total suspended matter (TSM) and chlorophyll‐a concentration (Chl) is more than double that estimated with the tracers inverted from thoroughly atmospheric corrected reflectance. The fusion of these two tracers further enhances the reliability and consistency of the estimated currents. In tidal‐dominant regions, Lagrangian trajectories from TSM and Chl closely match trends in observed tidal currents. Applying the estimated currents, the maximum resuspension rate in Haizhou Bay and northern Subei Shoal is 105.77 mg/(L·h), whereas the maximum deposition rate is 50.78 mg/(L·h). This study enhances the capabilities of high‐resolution optical satellite data for observing and analyzing marine environments and physical processes in turbid coastal waters.

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Publication Details

Journal
Journal of Geophysical Research Oceans
Published
2025-04-01
DOI
https://doi.org/10.1029/2024jc022666
Citations
1
Primary Topic
Geological and Geophysical Studies
Type
article
Field-Weighted Citation Impact
2.35

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article

Estimation of Eulerian Sea Surface Currents and Lagrangian Trajectory Using Ocean Color Elements From GOCI Images in Turbid Coastal Water

Y. Liu, Bin Ai, Xiaoping Xu, Jun Chang Zhao
1 citations
Journal of Geophysical Research Oceans
Geological and Geophysical Studies
2.35
article

Estimation of Eulerian Sea Surface Currents and Lagrangian Trajectory Using Ocean Color Elements From GOCI Images in Turbid Coastal Water

Y. Liu, Bin Ai, Xiaoping Xu, Jun Chang Zhao
article en
1 citations

Abstract

Abstract In turbid coastal waters, sea surface currents often exhibit frequent spatiotemporal variability, retrieving them from optical satellite data remains challenging due to the saturated signal caused by suspended particles. This study uses the maximum cross‐correlation (MCC) method to retrieve Eulerian currents and Lagrangian trajectories in turbid nearshore areas, and the performance of MCC with different correlation coefficients and tracers are evaluated. Current vectors calculated using the Cosine correlation coefficient show the highest consistency with high frequency radar currents. The minimum average magnitude error and average angular error were 0.51 and 23.98°, respectively. They also demonstrate strong statistical correlations of 0.99 for direction and 0.8 for speed with measured tidal currents, surpassing results calculated using Pearson and Tanimoto correlation coefficients. Eulerian currents and Lagrangian trajectories can effectively be derived from the tracers inverted from Rayleigh‐corrected reflectance. The number of valid current vectors from total suspended matter (TSM) and chlorophyll‐a concentration (Chl) is more than double that estimated with the tracers inverted from thoroughly atmospheric corrected reflectance. The fusion of these two tracers further enhances the reliability and consistency of the estimated currents. In tidal‐dominant regions, Lagrangian trajectories from TSM and Chl closely match trends in observed tidal currents. Applying the estimated currents, the maximum resuspension rate in Haizhou Bay and northern Subei Shoal is 105.77 mg/(L·h), whereas the maximum deposition rate is 50.78 mg/(L·h). This study enhances the capabilities of high‐resolution optical satellite data for observing and analyzing marine environments and physical processes in turbid coastal waters.

Journal of Geophysical Research OceansVol. 130(4)
Sun Yat-sen University (CN), Xiamen University (CN), Ministry of Natural Resources (CN), Key Laboratory of Guangdong Province (CN), Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou) (CN), Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai) (CN)
National Natural Science Foundation of China
Openalex Percentile: Top 15%
Geological and Geophysical Studies
2.35
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