Naslov
History of geostatistical analyses performed in the Croatian part of the Pannonian Basin System

Autori
Malvić, Tomislav

Izvornik
Nafta : exploration, production, processing, petrochemistry (0027-755X) 63 (2012), 7-8; 223-235

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, pregledni rad, znanstveni

Ključne riječi
geostatistics; kriging; cokriging; simulations; Pannonian Basin System; Neogene; Croatia

Sažetak
Development of geostatistics, applied in the analyses of the hydrocarbon reservoir in Croatia, can be followed through four main stages. The first included variogram analysis in one dimension mostly performed in the area of the Bjelovar Subdepression. The second encompassed Simple and Ordinary Kriging techniques for porosity mapping, the first cokriging map and calculation of mean square error as validation tool for maps. It was followed by work on application of "jack-knifing" sampling technique and making algorithm for Lagrange multiplicator estimation. The last stage was period of work with Indicator Kriging for lithofacies mapping, and using of simulation (Gaussian and Indicator) mostly for estimation of zonal uncertainty. The selection of reservoir variables applicable for geostatistical mapping mostly included porosity (variable with theoretically normal distribution) and thickness (with normal distribution in special cases). Geostatistical maps are the best visual outcomes for reservoir properties when 20 or more hard data is available. This limit often can be reduced on datasets of 10 points when secondary variable is available.

Izvorni jezik
Engleski

Znanstvena područja
Geologija

Napomena
Rad je napisan dvojezično, engleski i hrvatski.

POVEZANOST RADA