Local correlation of spatial geological data based on the comparison of field gradient values.

№4 (2019)

Baranov A.I.

AbstractAbout the AuthorsReferences
Theoretical basis and its mathematical model for local correlation of two spatial variables have been developed. It reflects coherent change of values depending on the spatial position. The proposed method is based on the representation of spatial variables in the form of continuous fields and their gradients’ comparison. Local correlation algorithm has been developed and used for the automatic creation of correlation surfaces. The technology has been tested on the areal lithogeochemical surveying data. It also can be used for the processing of any other spatially distributed data.
Baranov Anatoly Igorevich, Leading Geologist of the Regional Geochemistry Department of A.P. Karpinsky Russian Geological Research Institute (FGBU «VSEGEI»). 74, Sredny prospect, St. Petersburg, 199106, Russia. E-mail: anatoly_baranov@vsegei.ru.
  1. Temporary guidelines for geochemical prospecting in closed and semi-closed territories / S.V. Sokolov et al. Saint-Petersburg : VSEGEI, 2005. 98 p.
  2. Davis J.C. Statistics and Data Analysis in Geology / V.A. Golubeva (English–Russian translation) Ed. D.A. Rodionov (Ed.). Vol. 1-2. Moscow, 1990.
  3. Kazhdan A.B., Gus`kov O.I. Mathematical Methods in Geology : High school textbook. Moscow : Nedra, 1990. 251 p.
  4. Kuleshevich L.V., Golubev A.I. Noble metals’ mineralization in alkaline metasomatites of Srednaja Padma of Trans-Onega Area. Petrozavodsk, 2011. Vol. 14. P. 113-126.
  5. Lur’e I.K. Geoinformational mapping. Geoinformatics and Digital Satellite Image Processing Methods. Textbook. Moscow : KDU, 2008. 422 p.
  6. Palaeoproterozoic Onega Structure (geology, tectonics, deep structure and mineralogeny) / Executive editors: L.V. Glushanin, N.V. Sharov, V.V. Shchiptsov. Petrozavodsk, 2011. 431 p.
  7. Pevzner V.S., Burkov Ju.K. System of Geochemical Information Processing for Mineral Deposits Prospecting Purposes. Leningrad : Nedra, 1976. 20 p.
  8. Polekhovskij Ju.S., Voloshin A.V., Tarasova I.P., Pahomovskij Ya.A., Krecer Yu.L. New Type of mineralization containing palladium in Karelian metasomatites // Proceedings of the Academy of Sciences of USSR. Geological issue. 1991. No. 7. P. 86-95.

Section: Modeling geo objects and geo-processes

Keywords: local correlation, applied geochemistry, interpolation, geological modelling, surface, GIS, Trans-Onega area.