2009
DOI: 10.1016/j.rgg.2009.10.003
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Clustering of groundwater chemistry data with implications for reservoir appraisal in West Siberia

Abstract: Division of sedimentary strata according to groundwater chemistry is discussed with implications for petroleum reservoir potential. It is suggested to process multiparametric water chemistry data from West Siberia using formalized clustering techniques. The efficiency of this approach has been tested for Neocomian clinoform reservoirs with reference to regional-scale appraisal and subregional petroleum division.

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Cited by 13 publications
(9 citation statements)
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“…For West Siberia, end‐members included carbonate rocks [ Millot et al , 2003], halites [ Millot et al , 2003; Shouakar ‐ Stash et al , 2007], and felsic silicates [ Millot et al , 2003]. Although we removed all sub‐watersheds with elevated Cl:Na from our analysis, we also included a regionally specific saline groundwater end‐member in the West Siberia models [ Kurchikov and Plavnik , 2009]. Model outputs indicated that saline groundwater contributed negligibly to our model result.…”
Section: Data Analysesmentioning
confidence: 99%
See 1 more Smart Citation
“…For West Siberia, end‐members included carbonate rocks [ Millot et al , 2003], halites [ Millot et al , 2003; Shouakar ‐ Stash et al , 2007], and felsic silicates [ Millot et al , 2003]. Although we removed all sub‐watersheds with elevated Cl:Na from our analysis, we also included a regionally specific saline groundwater end‐member in the West Siberia models [ Kurchikov and Plavnik , 2009]. Model outputs indicated that saline groundwater contributed negligibly to our model result.…”
Section: Data Analysesmentioning
confidence: 99%
“…These analyses included all available sub-watersheds ( Figure 1), and used a stepped, linear regression approach that sequentially partitioned (i.e., parsed out) the variance due to each of the predictor variables, by partitioning variables that are wellestablished regulators of dissolved C flux before examining the less well-established effect of permafrost. For bicarbonate, we partitioned runoff followed by lithological variables [Bluth and Kump, 1994;Hartmann, 2009]; for bicarbonate: DOC we partitioned peat after lithology [Frey et al, 2007b;Raymond and Oh, 2007;Townsend-Small et al, 2011;Lauerwald et al, 2012]. Thus we ensured that variation in fluxes that could be attributed to differences in runoff, lithology, or vegetation did not confound the permafrost effect.…”
Section: Statistical Analysesmentioning
confidence: 99%
“…Mann et al, (2003), reserve data of oilfi elds in Southeastern Anatolian basin: Özgür (2016) and 2017 production data of Turkish Petroleum Company (TPAO), reserve data of Cambay basin: www.selanoil.com Table 1-Salinity and I/IC ratios of low saline formation waters in some oil and gas production fi elds. Formation water data: Yang (2017), Fu and Zhan (2009), Kurchikov and Plavnik (2009), Novikov (2013a, b), Novikov (2012), Kokh and Novikov (2014); USGS Produced Water database, Seawater data: Oppo and Capozzi (2015). Giant fi eld: > 500 million bbl oil or oil equivalent gas reserve fi eld.…”
Section: The Relationship Between Reserve and Iodine Content Of The Fmentioning
confidence: 99%
“…In preliminary studies have been observed that formation waters of all oil and gas production basins in the world (including Southeastern Anatolia basin and Thrace basin) are contained >1 mg/L iodine (USGS Produced Water Database; Engle et al, 2016;Oppo et al, 2014;Oppo and Capozzi, 2015;Sudo, 1967;Kaiho, 2015;Kharaka et al, 1987;Dia et al, 1999;Dresel andRose, 2010, Rowan et al, 2015;Mirnejad et al, 2011;Xun et al, 1997;Fisher and Kreitler, 1987;Dickey et al, 1972;Land, 1995;Birkle et al, 2002;Birkle et al, 2009;Franks and Uchytil, 2016;Hitchton et al, 1971;Machperson, 1992;Kokh and Novikov, 2014;Novikov, 2013a, b;Novikov, 2012;Novikov and Shvartsev, 2009, Demir and Seyler, 1999, Kurchikov and Plavnik, 2009, Fu and Zhan, 2009, Kireeva, 2010, Bagheri et al, 2014. However, there are also production wells with formation waters containing iodine <1 mg/L in Southeastern Anatolia and Thrace basins (Appendix-1), Dörtyol (Hatay) gasfi eld, Cambay basin/India (Rebary et al, 2014) and in basins of other global oil and gas fi elds.…”
Section: Source Of Iodine In Waters and Iodine Contents Of Waters Associated With Hydrocarbon Accumulationsmentioning
confidence: 99%
“…Water chemistry data are useful indicators for migration processes as well as the formation of hydrocarbon accumulations and phase stages. Amount of total dissolved solids and content of salt ions (Na, Ca, Mg, Cl, HCO 3 and others), trace elements (I, B, Br) and dissolved gases have essential effects on the reservoir potential (Kurchikov and Plavnik, 2009;Plavnik et al, 2007;Pogodaeva et al, 2007;Borodkin et al, 2005;Shvartsev and Novikov, 2004;Surkov et al, 1999).…”
Section: The Relationships Between Oil (Bbl)/water (Bbl)mentioning
confidence: 99%