Open Access
Applied Sciences (Switzerland), volume 12, issue 4, pages 2010
Dynamic Activity Index for Feature Engineering of Geodynamic Data for Safe Underground Isolation of High-Level Radioactive Waste
Agayan Sergei M
1
,
Losev Ilya V
1, 2
,
Belov Ivan O.
1
,
Tatarinov Victor
1, 3
,
Manevich Alexander I
1, 2
,
Pasishnichenko Maksim A
1
Publication type: Journal Article
Publication date: 2022-02-15
Journal:
Applied Sciences (Switzerland)
Quartile SCImago
Q2
Quartile WOS
Q2
Impact factor: 2.7
ISSN: 20763417
Computer Science Applications
Process Chemistry and Technology
General Materials Science
Instrumentation
General Engineering
Fluid Flow and Transfer Processes
Abstract
In this study, we developed a new approach for feature engineering in geosciences. The main focus of this study was feature engineering based on the implementation of the dynamic activity index (MDAI) as a function of the anomaly of the spatial distribution of data, using systems and discrete mathematical analysis. The methodology for calculating MDAI by groups, geomorphological variability, the density of tectonic faults, stress-strain state, and magnetic field anomalies, is presented herein for a specific area. A detailed analysis of the correlation matrix of MDAI revealed weak correlations between the development features. This showed that the considered properties of the geological environment are independent sets and can be used in the analysis of its geodynamic stability. As a result, it was found that most of the territory where high-level radioactive waste (HLRW) disposal is currently planned is in a relatively stable zone.
Citations by journals
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1
2
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Applied Sciences (Switzerland)
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Applied Sciences (Switzerland)
2 publications, 66.67%
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Russian Journal of Earth Sciences
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Russian Journal of Earth Sciences
1 publication, 33.33%
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1
2
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Citations by publishers
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1
2
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Multidisciplinary Digital Publishing Institute (MDPI)
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Multidisciplinary Digital Publishing Institute (MDPI)
2 publications, 66.67%
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Geophysical Center of the Russian Academy of Sciences
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Geophysical Center of the Russian Academy of Sciences
1 publication, 33.33%
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1
2
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- We do not take into account publications that without a DOI.
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- Statistics recalculated weekly.
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GOST
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Agayan S. M. et al. Dynamic Activity Index for Feature Engineering of Geodynamic Data for Safe Underground Isolation of High-Level Radioactive Waste // Applied Sciences (Switzerland). 2022. Vol. 12. No. 4. p. 2010.
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Agayan S. M., Losev I. V., Belov I. O., Tatarinov V., Manevich A. I., Pasishnichenko M. A. Dynamic Activity Index for Feature Engineering of Geodynamic Data for Safe Underground Isolation of High-Level Radioactive Waste // Applied Sciences (Switzerland). 2022. Vol. 12. No. 4. p. 2010.
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RIS
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TY - JOUR
DO - 10.3390/app12042010
UR - https://doi.org/10.3390%2Fapp12042010
TI - Dynamic Activity Index for Feature Engineering of Geodynamic Data for Safe Underground Isolation of High-Level Radioactive Waste
T2 - Applied Sciences (Switzerland)
AU - Agayan, Sergei M
AU - Losev, Ilya V
AU - Belov, Ivan O.
AU - Pasishnichenko, Maksim A
AU - Tatarinov, Victor
AU - Manevich, Alexander I
PY - 2022
DA - 2022/02/15 00:00:00
PB - Multidisciplinary Digital Publishing Institute (MDPI)
SP - 2010
IS - 4
VL - 12
SN - 2076-3417
ER -
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@article{2022_Agayan,
author = {Sergei M Agayan and Ilya V Losev and Ivan O. Belov and Maksim A Pasishnichenko and Victor Tatarinov and Alexander I Manevich},
title = {Dynamic Activity Index for Feature Engineering of Geodynamic Data for Safe Underground Isolation of High-Level Radioactive Waste},
journal = {Applied Sciences (Switzerland)},
year = {2022},
volume = {12},
publisher = {Multidisciplinary Digital Publishing Institute (MDPI)},
month = {feb},
url = {https://doi.org/10.3390%2Fapp12042010},
number = {4},
pages = {2010},
doi = {10.3390/app12042010}
}
Cite this
MLA
Copy
Agayan, Sergei M., et al. “Dynamic Activity Index for Feature Engineering of Geodynamic Data for Safe Underground Isolation of High-Level Radioactive Waste.” Applied Sciences (Switzerland), vol. 12, no. 4, Feb. 2022, p. 2010. https://doi.org/10.3390%2Fapp12042010.