Russian Journal of Earth Sciences Russian Journal of Earth Sciences Russian Journal of Earth Sciences 1681-1208 46699 ОРИГИНАЛЬНЫЕ СТАТЬИ ORIGINAL ARTICLES ОРИГИНАЛЬНЫЕ СТАТЬИ Integration of data mining methods for Earth science data analysis in GIS environment Integration of data mining methods for Earth science data analysis in GIS environment Nikolov B P Nikolov B P Zharkikh J I Zharkikh J I Soloviev A A Soloviev A A Krasnoperov R I Krasnoperov R I Agayan S M Agayan S M Geophysical Center of Russian Academy of Sciences, Moscow, Russia ru Geophysical Center of Russian Academy of Sciences, Moscow, Russia ru Geophysical Center of Russian Academy of Sciences, Moscow, Russia ru Geophysical Center of Russian Academy of Sciences, Moscow, Russia ru Geophysical Center of Russian Academy of Sciences, Moscow, Russia ru Geophysical Center of Russian Academy of Sciences, Moscow, Russia ru Geophysical Center of Russian Academy of Sciences, Moscow, Russia ru Geophysical Center of Russian Academy of Sciences, Moscow, Russia ru Geophysical Center of Russian Academy of Sciences, Moscow, Russia ru Geophysical Center of Russian Academy of Sciences, Moscow, Russia ru 15 4 1 14 29 10 2021 https://rjes.ru/en/nauka/article/46699/view

Spatial data handling and analysis is one of the most important trends in modern computer oriented geophysics and geology. This article describes a software complex designed for integration of geodata analysis algorithms in a unified geoinformation environment. The developed software system provides access to an extensive geodatabase on Earth sciences and constantly updated catalog of algorithms and requires only a Web browser and Internet connection. This paper contains a mathematical description of some methods of data mining and data analysis, which have been already incorporated into the system. The discussed results also include the application of the algorithms, arranged in a database, to geological and geophysical data within the GIS environment.

Spatial data handling and analysis is one of the most important trends in modern computer oriented geophysics and geology. This article describes a software complex designed for integration of geodata analysis algorithms in a unified geoinformation environment. The developed software system provides access to an extensive geodatabase on Earth sciences and constantly updated catalog of algorithms and requires only a Web browser and Internet connection. This paper contains a mathematical description of some methods of data mining and data analysis, which have been already incorporated into the system. The discussed results also include the application of the algorithms, arranged in a database, to geological and geophysical data within the GIS environment.

 Geoscience spatial data geodata data mining systems analysis geoprocessing fuzzy mathematics fuzzy logic GIS web-oriented GIS Geoscience spatial data geodata data mining systems analysis geoprocessing fuzzy mathematics fuzzy logic GIS web-oriented GIS

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