• DocumentCode
    535241
  • Title

    Assessment of zincum(Zn) and plumbum(Pb) concentration in estuary water using hyperion image

  • Author

    Pan, Jie ; Zhang, Ying ; Tan, Zihui

  • Author_Institution
    Coll. of Forest Resources & Environ., Nanjing Forestry Univ., Nanjing, China
  • Volume
    5
  • fYear
    2010
  • fDate
    16-18 Oct. 2010
  • Firstpage
    2120
  • Lastpage
    2124
  • Abstract
    Estuaries are biologically productive and diverse coastal areas that are also vital to commerce, transportation, and recreation activities. In this paper, we demonstrate the potential of the hyperspectral data for monitoring heavy metal pollution such as zincum(Zn) and plumbum(Pb) in estuary. A series of methods were used to manage the basical spectral reflectance and the sensitive bands for estimation of above parameters. The hyperspectral data were resampled by Gauss function to simulate Hyperion reflectance. Quantitative models were presented to simulate the amount of Zn and Pb concentration in estuary water according to the chosen largest value of R2 between the experimental amount of Zn and Pb concentration and the reflectance on the sensitive Hyperion bands. The factors of R594/R896 and (R564+R454)/ (R564+R454) were found best relativity to establish the models for Pb and Zn concentration, respectively. The validation of these models showed that the relative RMSE values were basically less than 35%, which indicating that Hyperion imagery as a bench-mark for moving towards operational use of RS-related technologies that, integrated with traditional survey program, could provide useful information to implement the dynamic monitoring of heavy metal pollution in estuary.
  • Keywords
    Gaussian processes; lead; seawater; water pollution; zinc; Gauss function; Hyperion reflectance; Pb; Zn; coastal areas; estuary water; heavy metal pollution monitoring; hyperion image; plumbum concentration; zincum concentration; Hyperspectral imaging; Lead; Monitoring; Reflectivity; Sea measurements; Zinc; Hyperion; Pb concentration; Zn; estuary; inversion; models;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image and Signal Processing (CISP), 2010 3rd International Congress on
  • Conference_Location
    Yantai
  • Print_ISBN
    978-1-4244-6513-2
  • Type

    conf

  • DOI
    10.1109/CISP.2010.5647397
  • Filename
    5647397