Research on the relationship between the fractional coverage of the submerged plant Vallisneria spiralis and observed spectral parameters

被引:3
|
作者
Cheng, Qian [1 ]
Wu, Kunqi [1 ]
Bai, Yan [2 ]
Hu, Yueming [3 ]
机构
[1] Zhejiang Gongshang Univ, Dept Environm Resources Management & City Plannin, Hangzhou 310035, Zhejiang, Peoples R China
[2] State Ocean Adm, Inst Oceanog 2, Hangzhou 310012, Zhejiang, Peoples R China
[3] South China Agr Univ, Coll Informat, Guangzhou 510642, Guangdong, Peoples R China
基金
中国国家自然科学基金; 浙江省自然科学基金;
关键词
Fraction coverage; Submerged plant; Quickbird NDVI; Spectral characteristic; Red edge; SUSPENDED SEDIMENTS; AQUATIC VEGETATION; CHESAPEAKE BAY; LAKE; IDENTIFICATION;
D O I
10.1007/s10661-012-2954-9
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The present paper discusses the relationship between the coverage fraction of submerged plants and the observed spectral characteristics. The purpose of this paper is to validate a remote sensing technology to monitor the change in the plant composition of a water body. In the current study, the reflectance spectra of the submerged plant Vallisneria spiralis at different fraction coverages of the wetland in Hangzhou Bay were measured. The relationships between the fraction coverage of V. spiralis and simulated Quickbird normalized difference vegetation index (NDVI), red edge, and other spectral characteristic parameters were established. The results showed that the spectral reflectance characteristics of submerged plant V. spiralis were mainly in the visible light (490-650 nm) and near infrared (700-900 nm). The rate of change of the blue band curve and simulated Quickbird NDVI showed a higher correlation with the V. spiralis coverage, so estimation models of the fraction coverage were constructed using these parameters. The estimated fraction coverage of V. spiralis with different models were validated with ground data, and the accuracy of estimation models was assessed. The most suitable estimated fraction coverage of V. spiralis was obtained using the rate of change of the blue band curve and simulated Quickbird NDVI. The present work demonstrated a method to monitor the distribution and dynamical variation of submerged plants at the large scale.
引用
收藏
页码:5401 / 5409
页数:9
相关论文
共 50 条
  • [1] Research on the relationship between the fractional coverage of the submerged plant Vallisneria spiralis and observed spectral parameters
    Qian Cheng
    Kunqi Wu
    Yan Bai
    Yueming Hu
    [J]. Environmental Monitoring and Assessment, 2013, 185 : 5401 - 5409
  • [2] The spectral responses of a submerged plant Vallisneria spiralis with varying biomass using spectroradiometer
    Lin Yuan
    Li-Quan Zhang
    [J]. Hydrobiologia, 2007, 579 : 291 - 299
  • [3] The spectral responses of a submerged plant Vallisneria spiralis with varying biomass using spectroradiometer
    Yuan, Lin
    Zhang, Li-Quan
    [J]. HYDROBIOLOGIA, 2007, 579 (1) : 291 - 299
  • [4] In Situ hyperspectral data analysis for coverage estimation of submerged plant Vallisneria spiralis in Hangzhou Bay Wetland
    Cheng, Qian
    Wu, Xiuju
    [J]. REMOTE SENSING FOR AGRICULTURE, ECOSYSTEMS, AND HYDROLOGY XII, 2010, 7824
  • [5] Water depth rather than substrate heterogeneity affects the clonal performance of the stoloniferous submerged plant, Vallisneria spiralis L
    Wang, Tong
    Fang, Lizheng
    Wang, Chunlin
    Liu, Chunhua
    Yu, Dan
    Li, Haifang
    [J]. FLORA, 2022, 287
  • [6] Enhanced degradation of pyrene and phenanthrene in sediments through synergistic interactions between microbial fuel cells and submerged macrophyte Vallisneria spiralis
    Xu, Peng
    Xiao, Enrong
    Zeng, Lei
    He, Feng
    Wu, Zhenbin
    [J]. JOURNAL OF SOILS AND SEDIMENTS, 2019, 19 (05) : 2634 - 2649
  • [7] Enhanced degradation of pyrene and phenanthrene in sediments through synergistic interactions between microbial fuel cells and submerged macrophyte Vallisneria spiralis
    Peng Xu
    Enrong Xiao
    Lei Zeng
    Feng He
    Zhenbin Wu
    [J]. Journal of Soils and Sediments, 2019, 19 : 2634 - 2649
  • [8] Evolution of kappa distributions under velocity space diffusion: A model for the observed relationship between their spectral parameters
    Collier, MR
    [J]. JOURNAL OF GEOPHYSICAL RESEARCH-SPACE PHYSICS, 1999, 104 (A12) : 28559 - 28564
  • [9] Spectral reproduction using LabPQR: Inverting the fractional-area-coverage-to-spectra relationship
    Tsutsumi, Shohei
    Rosen, Mitchell R.
    Berns, Roy S.
    [J]. ICIS '06: INTERNATIONAL CONGRESS OF IMAGING SCIENCE, FINAL PROGRAM AND PROCEEDINGS: LINKING THE EXPLOSION OF IMAGING APPLICATIONS WITH THE SCIENCE AND TECHNOLOGY OF IMAGING, 2006, : 107 - +