Assessing Geomorphological Changes and Oil Extraction Impacts in Abandoned Yellow River Estuarine Tidal Flats Using Cloud Coverage in Region of Interest (CCROI) and WDM

Waterline extraction is a key step in applying the Waterline Detection Method (WDM) to Digital Elevation Model (DEM) generation. Cloud interference remains a major challenge for achieving high-quality extraction of waterlines. This study developed an image filtering method termed “Cloud Coverage in Region of Interest” (CCROI). By integrating the CCROI method with the Otsu algorithm and noise smoothing techniques, this study enabled high-quality batch and automated extraction of waterlines within the Google Earth Engine (GEE) platform. Using the WDM, DEMs were established to evaluate recent geomorphological changes in the estuarine tidal flats of the abandoned Diaokou Course (ETFADC). The results confirm that the erosional trend of the ETFADC has persisted throughout nearly 50 years of natural adjustment. In areas distant from oil extraction zones, erosion dominates the high-tide zone, while accretion prevails in the low-tide zone, indicating a slope-flattening process. However, in areas near the oil extraction zone, tree-shaped embankments have acted to inhibit erosion rather than exacerbate it, with strong accretion even occurring in wave-sheltered areas. By enhancing the quality of the selected images and reducing the waterline false detection rate, the CCROI method demonstrates significant potential for time-series studies of small regions.

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Publication Details

Journal
Applied Sciences
Published
2025-08-18
DOI
https://doi.org/10.3390/app15169097
Primary Topic
Atmospheric and Environmental Gas Dynamics
Type
article
Field-Weighted Citation Impact
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article

Assessing Geomorphological Changes and Oil Extraction Impacts in Abandoned Yellow River Estuarine Tidal Flats Using Cloud Coverage in Region of Interest (CCROI) and WDM

Jishun Yan, Xia Lin, Bo Zhao, Pan Zhang et al.
1 links
Applied Sciences
Atmospheric and Environmental Gas Dynamics
article

Assessing Geomorphological Changes and Oil Extraction Impacts in Abandoned Yellow River Estuarine Tidal Flats Using Cloud Coverage in Region of Interest (CCROI) and WDM

Jishun Yan, Xia Lin, Bo Zhao, Pan Zhang, Lianjie Zhang, Quanming Wang
article en

Abstract

Waterline extraction is a key step in applying the Waterline Detection Method (WDM) to Digital Elevation Model (DEM) generation. Cloud interference remains a major challenge for achieving high-quality extraction of waterlines. This study developed an image filtering method termed “Cloud Coverage in Region of Interest” (CCROI). By integrating the CCROI method with the Otsu algorithm and noise smoothing techniques, this study enabled high-quality batch and automated extraction of waterlines within the Google Earth Engine (GEE) platform. Using the WDM, DEMs were established to evaluate recent geomorphological changes in the estuarine tidal flats of the abandoned Diaokou Course (ETFADC). The results confirm that the erosional trend of the ETFADC has persisted throughout nearly 50 years of natural adjustment. In areas distant from oil extraction zones, erosion dominates the high-tide zone, while accretion prevails in the low-tide zone, indicating a slope-flattening process. However, in areas near the oil extraction zone, tree-shaped embankments have acted to inhibit erosion rather than exacerbate it, with strong accretion even occurring in wave-sheltered areas. By enhancing the quality of the selected images and reducing the waterline false detection rate, the CCROI method demonstrates significant potential for time-series studies of small regions.

Applied SciencesVol. 15(16)
China National Environmental Monitoring Center (CN), National Marine Environmental Monitoring Center
National Key Research and Development Program of China
Openalex Percentile: Top 80%
Atmospheric and Environmental Gas Dynamics
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