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Cited 17 time in webofscience Cited 19 time in scopus
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Spectral Responses of Heavy Metal Contaminated Soils in the Vicinity of a Hydrothermal Ore Deposit: A Case Study of Boksu Mine, South Korea

Authors
Shin, Ji HyeYu, JaehyungWang, LeiKim, JieunKoh, Sang-MoKim, Soon-Oh
Issue Date
Jun-2019
Publisher
Institute of Electrical and Electronics Engineers
Keywords
Metals; minerals; regression analysis; soil properties; spectroscopy
Citation
IEEE Transactions on Geoscience and Remote Sensing, v.57, no.6, pp 4092 - 4106
Pages
15
Indexed
SCI
SCIE
SCOPUS
Journal Title
IEEE Transactions on Geoscience and Remote Sensing
Volume
57
Number
6
Start Page
4092
End Page
4106
URI
https://scholarworks.gnu.ac.kr/handle/sw.gnu/9119
DOI
10.1109/TGRS.2018.2889748
ISSN
0196-2892
1558-0644
Abstract
This paper investigated the spectral characteristics of heavy metal contaminated soils of a hydrothermal ore deposit developed in carbonate host rock associated with heavy metal concentration and mineral composition. The results showed that spectral response of heavy metal contaminated soils was statistically correlated with zinc, cadmium, and lead concentrations. Empirical equations for predicting zinc, cadmium, and lead concentrations were derived. Spectral characteristics of the soils were expressed by smectite, chlorite, tremolite, and talc which resulted from hydrothermal alteration and weathering products of the parent rocks. The stepwise multiple linear regression (SMLR) model of zinc, cadmium, and lead was statistically satisfactory with R-2 greater than 0.7. The SMLR results indicated that the spectral response to cadmium and zinc concentration was sensitive to reflectance at 1850 nm and first derivative at similar to 950 and 2154 nm corresponding to the smectite absorption features. On the other hand, lead concentration is closely related to first derivatives at 1453, 2316, and 2337 nm, which are absorption features of chlorite, tremolite, and talc. These results revealed that the spectral bands sensitive to the heavy metal concentration varied with the geochemical absorption mechanism between specific minerals and heavy metal elements. Therefore, the geological setting of the soils is one of the major controlling factors associated with spectral response to heavy metal contamination. Given the fact that a hydrothermal ore deposit is one of the most widely distributed types, the laboratory result of this paper may be applied to the real-world cases with similar geological environments.
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