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
Link To Document :
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