Multiparametric Analysis of the Spatial Distribution of Geological and Geophysical Parameters Using Machine Learning Methods and Optimization of Photographic Images

GEOPHYSICAL CENTER OF THE RUSSIAN ACADEMY OF SCIENCES

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Publication date: 26 March 2025. T. Kudryavtseva

March 26, 2025. On March 26, 2025, the Scientific Seminar of the GC RAS was held online. Ivan Lisenkov, a junior research scientist at the Laboratory of Geoinformatics and Geomagnetic Studies of the GC RAS, presented the report "Multiparametric Analysis of the Spatial Distribution of Geological and Geophysical Parameters Using Machine Learning Methods and Optimization of Photographic Images".

Ivan Lisenkov reviewed the methods of multiparametric analysis of the spatial distribution of geological and geophysical data using machine learning algorithms. Multiparametric analysis is a research method based on the simultaneous accounting and processing of multiple parameters. In geological and geophysical research, the analysis allows the integration of various types of data. The approach is aimed at solving urgent geophysical problems, such as recognizing the locations of possible strong earthquakes.

In the second part of the report, modern computer vision technologies were considered to optimize and improve the quality of photographic images that can be used for multiparametric analysis of geospatial data.

News

March 26, 2025. On March 26, 2025, during the Scientific Seminar of the GC RAS, Junior Research Scientist Ivan Lisenkov made the report "Multiparametric Analysis of the Spatial Distribution of Geological and Geophysical Parameters Using Machine Learning Methods and Optimization of Photographic Images".

March 24, 2025. On March 21, 2025, Chief Scientist of the GC RAS, Academician of RAS Alexey Gvishiani and Director of the GC RAS Corresponding Member of RAS Anatoly Soloviev took part in a series of events dedicated to the 75th anniversary of Academician of RAS Mikhail Epov.

March 4, 2025. On March 3, 2025, the Geological Institute RAS hosted a meeting of the Tectonic Colloquium, at which Director of the Geophysical Center RAS, Corresponding Member of RAS Anatoly Soloviev presented the report "Some Results in Geoinformatics and Big Data in the Earth Sciences".

February 27, 2025. From February 12 to February 14, 2025, scientists of the Geophysical Center RAS paid a working visit to the South African National Space Agency (SANSA) in Hermanus, South Africa.