Big Data in Geophysics and Other Earth Sciences
Publication type: Journal Article
Publication date: 2022-02-11
scimago Q3
wos Q3
SJR: 0.343
CiteScore: 1.5
Impact factor: 1.0
ISSN: 10693513, 15556506
General Environmental Science
General Earth and Planetary Sciences
Abstract
Abstract—The term “Big Data” has become very popular over the past decade. The frequency of its use in the research papers, reports, and broad press has been steadily increasing. This work describes the origin and development of the theory and practice of Big Data as a scientific discipline, outlines the main characteristics and methods for Big Data processing and analysis, discusses the formalism and family of Big Data V-characteristics, and presents the examples of the sources of the growing Big Data which have fundamental effect on the development of geophysics and related Earth sciences. The examples of the sources of Big Data in the Earth sciences are remote sensing, meteorology, geoecology (in terms of the global hierarchical network SMEAR (Stations Measuring Earth surfaces and Atmosphere Relations)), and seismic exploration. Besides, we discuss seismic monitoring data which can become Big Data when combined with other geophysical information and consider geomagnetic data which are not Big Data but nevertheless have a great scientific value.
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Metrics
11
Total citations:
11
Citations from 2025:
4
(36.36%)
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GOST
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Gvishiani A. D. et al. Big Data in Geophysics and Other Earth Sciences // Izvestiya, Physics of the Solid Earth. 2022. Vol. 58. No. 1. pp. 1-29.
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Gvishiani A. D., Dobrovolsky M. N., Dzeranov B. V., Dzeboev B. A. Big Data in Geophysics and Other Earth Sciences // Izvestiya, Physics of the Solid Earth. 2022. Vol. 58. No. 1. pp. 1-29.
Cite this
RIS
Copy
TY - JOUR
DO - 10.1134/s1069351322010037
UR - https://doi.org/10.1134/s1069351322010037
TI - Big Data in Geophysics and Other Earth Sciences
T2 - Izvestiya, Physics of the Solid Earth
AU - Gvishiani, A. D.
AU - Dobrovolsky, M. N.
AU - Dzeranov, B V
AU - Dzeboev, B A
PY - 2022
DA - 2022/02/11
PB - Pleiades Publishing
SP - 1-29
IS - 1
VL - 58
SN - 1069-3513
SN - 1555-6506
ER -
Cite this
BibTex (up to 50 authors)
Copy
@article{2022_Gvishiani,
author = {A. D. Gvishiani and M. N. Dobrovolsky and B V Dzeranov and B A Dzeboev},
title = {Big Data in Geophysics and Other Earth Sciences},
journal = {Izvestiya, Physics of the Solid Earth},
year = {2022},
volume = {58},
publisher = {Pleiades Publishing},
month = {feb},
url = {https://doi.org/10.1134/s1069351322010037},
number = {1},
pages = {1--29},
doi = {10.1134/s1069351322010037}
}
Cite this
MLA
Copy
Gvishiani, A. D., et al. “Big Data in Geophysics and Other Earth Sciences.” Izvestiya, Physics of the Solid Earth, vol. 58, no. 1, Feb. 2022, pp. 1-29. https://doi.org/10.1134/s1069351322010037.