Acta Optica Sinica, Volume. 45, Issue 12, 1201002(2025)

Remote Sensing Detection Method of Seagrass in Swan Lake Based on HY-1C/D CZI Images

Lulu Wang1, Hanwei Liang2, Shengqiang Wang1,3、*, Deyong Sun1,3, and Hailong Zhang1,3
Author Affiliations
  • 1School of Marine Sciences, Nanjing University of Information Science & Technology, Nanjing 210044, Jiangsu , China
  • 2School of Geographical Sciences, Nanjing University of Information Science & Technology, Nanjing 210044, Jiangsu , China
  • 3National Satellite Ocean Application Service, Ministry of Natural Resources, Beijing 100081, China
  • show less
    Figures & Tables(13)
    Normalized mean spectral curves for different types of substrates and schematic of BRN index for other water
    Frequency distributions of normalized apparent reflectance in different bands for pixels of different types of substrates. (a) Blue band; (b) green band; (c) red band; (d) NIR band
    Frequency distributions of BRN index and NDVI for seagrass water and other water. (a) BRN index; (b) NDVI
    Normalized mean spectral curves for seagrass water and other water in overlapping intervals, and schematic of Δz index for other water
    Frequency distribution of Δz index for seagrass water and other water
    Flowchart of seagrass satellite remote sensing detection model
    Accuracy evaluation of seagrass satellite remote sensing detection model. (a)(d) False-color images of Swan Lake; (b)(e) seagrass distribution results extracted by seagrass satellite remote sensing detection model; (c)(f) distributions of BRN index for seagrass water extracted by seagrass satellite remote sensing detection model
    Changes of CPA and AA of seagrass in Swan Lake, 2023
    Changes of AD of seagrass in Swan Lake, 2023
    Variation of CPA of seagrass of Swan Lake from 2018 to 2023
    Mean spectral curves for pixels of different types of substrates before normalization
    Frequency distributions of BRN index and Δz index for seagrass water, other water and turbidity water. (a) BRN index; (b) Δz index
    • Table 1. Accuracy evaluation results of seagrass satellite remote sensing detection model

      View table

      Table 1. Accuracy evaluation results of seagrass satellite remote sensing detection model

      DateOA /%F1
      2022-09-2282.900.90
      2022-10-1380.460.87
    Tools

    Get Citation

    Copy Citation Text

    Lulu Wang, Hanwei Liang, Shengqiang Wang, Deyong Sun, Hailong Zhang. Remote Sensing Detection Method of Seagrass in Swan Lake Based on HY-1C/D CZI Images[J]. Acta Optica Sinica, 2025, 45(12): 1201002

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Atmospheric Optics and Oceanic Optics

    Received: Oct. 8, 2024

    Accepted: Nov. 24, 2024

    Published Online: Jun. 23, 2025

    The Author Email: Shengqiang Wang (shengqiang.wang@nuist.edu.cn)

    DOI:10.3788/AOS241616

    CSTR:32393.14.AOS241616

    Topics