Title | An approach to integrating the remotely sensed, geological, and geophysical data using the Dempster–Shafer mathematical theory |
Publication Type | Journal Article |
Year of Publication | 2015 |
Authors | Popov, MA, Stankevich, SA, Topolnitsky, MV, Sedlerova, OV |
Abbreviated Key Title | Dopov. Nac. akad. nauk Ukr. |
DOI | 10.15407/dopovidi2015.04.094 |
Issue | 4 |
Section | Geosciences |
Pagination | 94-98 |
Date Published | 4/2015 |
Language | Ukrainian |
Abstract | A new approach to the integration of remote and geological and geophysical data is proposed and substantiated on the basis the Dempster–Shafer mathematical theory of evidence, which allows one to integrate these data and to build maps of the spatial distribution function of similarity trust with positive structures (established deposits of hydrocarbons). This is the basis for the informational support of a decision-making on the perspective to find oil-gas deposits. The examples of its implementation on areas the Prykerchensky shelf of the Black Sea and in the Azov Sea are given. This approach allows one to quantitatively evaluate the degree of their perspectives and to pose specific problems for further exploration works. |
Keywords | Dempster–Shafer mathematical theory, geological and geophysical data, integrating |
1. Popov M. A., Stankevich S. A., Markov S. Yu. et al. Uch. zap. Tavrich. nac. un-ta im. V. I. Vernadskoho, 2012, 25(64), No 1: 177–190. (in Russian)
2. Leckie D. G. Photogram. Eng. & Remote Sensing., 1990, 56: 1237–1246.
3. Subhash C., Kok D. Sadhana, 2004, 29, part 2: 145–176.
4. Stathaki T. Image fusion: Algorithms and applications, London: Acad. Press, 2008.
5. Shafer G. A mathematical theory of evidence. Princeton: Princeton Univ. Press, 1976.
6. Popov M. A., Topolnitskiy M. V. Dempster–Shafer evidence theory-based approach to object classification on multispectral images Proc. 10th Int. Conf. on Digital Technol. (DT’2014), Zilina, Slovakia, 9–11 July 2014. – Zilina: IEEE, 2014: 296–300.
7. Gozhyk P. F., Chebanenko I .I., Klochko V. P. et al. Oil-gas objects of Ukraine. A theoretical and practical ground of searches of oil and gas is in the aquatoriums of Ukraine, Kyiv: ECMO, 2010 (in Ukrainian).