Integration of data mining methods for Earth science data analysis in GIS environment
B. P. Nikolov, J. I. Zharkikh, Anatoly A. Soloviev, Roman I. Krasnoperov, S. M. Agayan · Rossijskij žurnal nauk o zemle/Russian journal of earth sciences · 2015
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.