IDENTIFICATION OF GEOCHEMICAL MARKERS OF VOLCANISM BY THE CLUSTER ANALYSIS FOR THE BOTTOM SEDIMENTS OF THE THERMAL LAKE FUMAROLNОЕ ACCORDING TO SR-XRF
We carried out layer-by-layer scanning (with a step of 1 mm) of the bottom sediments of the thermal lake Fumarolnое with SR-XRF (X-ray fluorescence analysis using synchrotron radiation). The lake is located in the caldera of the Uzon volcano (Kamchatka). The section of the bottom sediments of lake I...
Published in: | Geodynamics & Tectonophysics |
---|---|
Main Authors: | , , |
Format: | Article in Journal/Newspaper |
Language: | English Russian |
Published: |
Russian Academy of Sciences, Siberian Branch, Institute of the Earth's crust
2022
|
Subjects: | |
Online Access: | https://doi.org/10.5800/GT-2022-13-2s-0608 https://doaj.org/article/65708ac9edfb444fb7519d13c54dac05 |
id |
ftdoajarticles:oai:doaj.org/article:65708ac9edfb444fb7519d13c54dac05 |
---|---|
record_format |
openpolar |
spelling |
ftdoajarticles:oai:doaj.org/article:65708ac9edfb444fb7519d13c54dac05 2023-05-15T16:58:56+02:00 IDENTIFICATION OF GEOCHEMICAL MARKERS OF VOLCANISM BY THE CLUSTER ANALYSIS FOR THE BOTTOM SEDIMENTS OF THE THERMAL LAKE FUMAROLNОЕ ACCORDING TO SR-XRF I. S. Kirichenko E. V. Lazareva S. M. Zhmodik 2022-06-01T00:00:00Z https://doi.org/10.5800/GT-2022-13-2s-0608 https://doaj.org/article/65708ac9edfb444fb7519d13c54dac05 EN RU eng rus Russian Academy of Sciences, Siberian Branch, Institute of the Earth's crust https://www.gt-crust.ru/jour/article/view/1458 https://doaj.org/toc/2078-502X 2078-502X doi:10.5800/GT-2022-13-2s-0608 https://doaj.org/article/65708ac9edfb444fb7519d13c54dac05 Геодинамика и тектонофизика, Vol 13, Iss 2s (2022) thermal lake cluster analysis sr-xrf bottom sediments kamchatka Science Q article 2022 ftdoajarticles https://doi.org/10.5800/GT-2022-13-2s-0608 2022-12-30T19:45:43Z We carried out layer-by-layer scanning (with a step of 1 mm) of the bottom sediments of the thermal lake Fumarolnое with SR-XRF (X-ray fluorescence analysis using synchrotron radiation). The lake is located in the caldera of the Uzon volcano (Kamchatka). The section of the bottom sediments of lake IV Fumarolnое covering the time interval from 260 AD to 2012 is diverse in chemical and mineral composition. Two pyroclastic horizons are observed. The chemical composition of the bottom sediments showed the presence of different layers in which such chemical elements as: Ca, Sr, As, Sb, Mo. Cluster analysis performed for chemical elements revealed the boundaries of layers with different geochemical characteristics. The boundaries of these layers coincide with the horizons identified by mineralogical analysis. At the same time, statistical methods of geochemical data processing allowed unambiguously identifying pyroclastic horizons by elemental composition. We show that the data of SR-XRF analysis in conjunction with cluster analysis can be used to separate the gravity core into layers. The data are in good agreement with the separation data into layers using mineralogical methods. Article in Journal/Newspaper Kamchatka Directory of Open Access Journals: DOAJ Articles Geodynamics & Tectonophysics |
institution |
Open Polar |
collection |
Directory of Open Access Journals: DOAJ Articles |
op_collection_id |
ftdoajarticles |
language |
English Russian |
topic |
thermal lake cluster analysis sr-xrf bottom sediments kamchatka Science Q |
spellingShingle |
thermal lake cluster analysis sr-xrf bottom sediments kamchatka Science Q I. S. Kirichenko E. V. Lazareva S. M. Zhmodik IDENTIFICATION OF GEOCHEMICAL MARKERS OF VOLCANISM BY THE CLUSTER ANALYSIS FOR THE BOTTOM SEDIMENTS OF THE THERMAL LAKE FUMAROLNОЕ ACCORDING TO SR-XRF |
topic_facet |
thermal lake cluster analysis sr-xrf bottom sediments kamchatka Science Q |
description |
We carried out layer-by-layer scanning (with a step of 1 mm) of the bottom sediments of the thermal lake Fumarolnое with SR-XRF (X-ray fluorescence analysis using synchrotron radiation). The lake is located in the caldera of the Uzon volcano (Kamchatka). The section of the bottom sediments of lake IV Fumarolnое covering the time interval from 260 AD to 2012 is diverse in chemical and mineral composition. Two pyroclastic horizons are observed. The chemical composition of the bottom sediments showed the presence of different layers in which such chemical elements as: Ca, Sr, As, Sb, Mo. Cluster analysis performed for chemical elements revealed the boundaries of layers with different geochemical characteristics. The boundaries of these layers coincide with the horizons identified by mineralogical analysis. At the same time, statistical methods of geochemical data processing allowed unambiguously identifying pyroclastic horizons by elemental composition. We show that the data of SR-XRF analysis in conjunction with cluster analysis can be used to separate the gravity core into layers. The data are in good agreement with the separation data into layers using mineralogical methods. |
format |
Article in Journal/Newspaper |
author |
I. S. Kirichenko E. V. Lazareva S. M. Zhmodik |
author_facet |
I. S. Kirichenko E. V. Lazareva S. M. Zhmodik |
author_sort |
I. S. Kirichenko |
title |
IDENTIFICATION OF GEOCHEMICAL MARKERS OF VOLCANISM BY THE CLUSTER ANALYSIS FOR THE BOTTOM SEDIMENTS OF THE THERMAL LAKE FUMAROLNОЕ ACCORDING TO SR-XRF |
title_short |
IDENTIFICATION OF GEOCHEMICAL MARKERS OF VOLCANISM BY THE CLUSTER ANALYSIS FOR THE BOTTOM SEDIMENTS OF THE THERMAL LAKE FUMAROLNОЕ ACCORDING TO SR-XRF |
title_full |
IDENTIFICATION OF GEOCHEMICAL MARKERS OF VOLCANISM BY THE CLUSTER ANALYSIS FOR THE BOTTOM SEDIMENTS OF THE THERMAL LAKE FUMAROLNОЕ ACCORDING TO SR-XRF |
title_fullStr |
IDENTIFICATION OF GEOCHEMICAL MARKERS OF VOLCANISM BY THE CLUSTER ANALYSIS FOR THE BOTTOM SEDIMENTS OF THE THERMAL LAKE FUMAROLNОЕ ACCORDING TO SR-XRF |
title_full_unstemmed |
IDENTIFICATION OF GEOCHEMICAL MARKERS OF VOLCANISM BY THE CLUSTER ANALYSIS FOR THE BOTTOM SEDIMENTS OF THE THERMAL LAKE FUMAROLNОЕ ACCORDING TO SR-XRF |
title_sort |
identification of geochemical markers of volcanism by the cluster analysis for the bottom sediments of the thermal lake fumarolnое according to sr-xrf |
publisher |
Russian Academy of Sciences, Siberian Branch, Institute of the Earth's crust |
publishDate |
2022 |
url |
https://doi.org/10.5800/GT-2022-13-2s-0608 https://doaj.org/article/65708ac9edfb444fb7519d13c54dac05 |
genre |
Kamchatka |
genre_facet |
Kamchatka |
op_source |
Геодинамика и тектонофизика, Vol 13, Iss 2s (2022) |
op_relation |
https://www.gt-crust.ru/jour/article/view/1458 https://doaj.org/toc/2078-502X 2078-502X doi:10.5800/GT-2022-13-2s-0608 https://doaj.org/article/65708ac9edfb444fb7519d13c54dac05 |
op_doi |
https://doi.org/10.5800/GT-2022-13-2s-0608 |
container_title |
Geodynamics & Tectonophysics |
_version_ |
1766051080192393216 |