GEOCHEMICAL JOURNAL
Online ISSN : 1880-5973
Print ISSN : 0016-7002
ISSN-L : 0016-7002
ARTICLE
Principal component analysis for the elemental composition of sedimentary sands in the Hayakawa River of Hakone Caldera, Japan
Nozomi Numanami Takeshi OhbaMuga Yaguchi
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JOURNAL OPEN ACCESS FULL-TEXT HTML

2024 Volume 58 Issue 4 Pages 155-168

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Abstract

Riverbed sediments from 19 Hayakawa River sites in Hakone Caldera Japan were analyzed for 37 elements, categorized into three groups by location: Group-1 (nine mainstream samples), Group-2 (five tributary samples with somma upstream), and Group-3 (five tributary samples with central volcanic cones upstream). Principal component analysis (PCA) showed the 3PCs explain approximately 77% of the total variance. The first principal component (PC1) is derived from the inverse correlation between Al and a group including Na, K, and rare earths elements (REE), likely due to their weathering, and their acidic alteration. Groups 1 and 2 sediments might be more influenced by this weathering or acidic alteration than Group-3. The PC2 was characterized by elements enriched in volcanic ash, such as Sc, V, Mn, Fe, and Cu, showing no significant score differences among the three groups. The PC3 was characterized by the correlation among Li, Al, Cu, Ga, Rb, and Sr, with no significant score variations among the three groups. Arsenic showed loadings below 0.5 in PC1 to PC3, indicating its limited contribution to the overall sample characteristics. However, a specific site with upstream volcanic hot spring discharge exhibited high As content, implying possible sediment contamination by As-bearing minerals like pyrite. This suggests the possibility of using As content in riverbed sediments to detect volcanic activity. This study’s results indicate that the elemental composition of riverbed sediments could be associated with the weathering and acidic alteration of volcanic rocks from Hakone Volcano, indicating the potential to identify areas influenced by geothermal activity.

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© 2024 by The Geochemical Society of Japan

Copyright © 2024 The Geochemical Society of Japan. This is an open access article distributed under the terms of the Creative Commons BY (Attribution) License (https://creativecommons.org/licenses/by/4.0/legalcode), which permits the unrestricted distribution, reproduction and use of the article provided the original source and authors are credited.
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