Spectral and geochemical characterization of onshore hydrocarbon seep-induced alteration in the Dezful embayment, southwest Iran

AAPG Bulletin

Volumn 98, Issue 9, 2014, Pages 1837-1857

  Salati, Sanaz ^a   Van Ruitenbeek, Frank J A ^a   De Smeth, J Boudewijn ^a   Van Der Meer, Freek D ^a  

^a UNIVERSITY OF TWENTE   (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

CALCITE; CHEMICAL ANALYSIS; EXPLORATORY GEOCHEMISTRY; GYPSUM; HYDROCARBONS; LIME; LIMESTONE; LITHOLOGY; PETROLEUM GEOLOGY; PETROLEUM RESERVOIR ENGINEERING; PETROLEUM RESERVOIRS; SULFUR;

BOOSTED REGRESSION TREES; EVAPORITE SEDIMENTS; GEOCHEMICAL CHARACTERIZATION; GEOLOGICAL SYSTEMS; HYDROCARBON SEEPS; REFLECTANCE SPECTROSCOPY; SECONDARY GYPSUMS; SPECTRAL INDICES;

PETROLEUM PROSPECTING;

CALCITE; CHEMICAL ALTERATION; EVAPORITE; HOST ROCK; HYDROCARBON RESERVOIR; HYDROCARBON SEEP; LITHOLOGY; MINERALOGY; SOURCE ROCK;

DEZFUL EMBAYMENT; IRAN;

EID: 84908403239     PISSN: 01491423     EISSN: None     Source Type: Journal    
DOI: 10.1306/04051413105     Document Type: Article

References (38)

1. Abrams, M, 2005, Significance of hydrocarbon seepage relative to petroleum generation and entrapment: Marine and Petroleum Geology, v. 22, p. 457-477.
2. Berberian, M., and G. C. P. King, 1981, Towards a paleogeogra- phy and tectonic evolution of Iran: Canadian Journal of Earth Sciences, v. 18, p. 210-265.
3. Bordenave, M. L., and J. A. Hegre, 2010, Current distribution of oil and gas field in the Zagros fold belt of Iran and contiguous offshore as the result of the petroleum systems: Geological Society, London, v. 330, p. 291-353.
4. Breiman, L., 2001, Statistical modeling: The two cultures: Statistical Science, v. 16, p. 199-215.
5. Breiman, L., J. H. Friedman, R. A. Olshen, and C. G. Stone, 1984, Classification and regression trees. Wadsworth International Group, Belmont, California, 368 p.
6. Cai, C, R. H. Worden, S. H. Bottrell, L. Wang, and C. Yang, 2003, Thermochemical sulphate reduction and the generation of hydrogen sulphide and thiols (mercaptans) in Triassic carbonate reservoirs from the Sichuan Basin, China: Chemical Geology, v. 202, p. 39-57.
7. Clark, R. N., and T. L. Roush, 1984, Reflectance spectroscopy-quantitative analysis techniques for remote sensing applications: Journal of Geophysical Research, v. 89, p. 6329-6340.
8. Cloutis, E. A., F. C. Hawthorne, S. A. Mertzman, K. Krenn, M. A. Craig, D. Marcino, M. Methot, J. Strong, J. F. Mustard, D. L. Blaney, J. F. Bell III, and F. Vilas, 2006, Detection and discrimination of sulfate minerals using reflectance spectroscopy: Icarus, v. 184, p. 121-157.
9. Elith, J., C. H. Graham, and R. P. Anderson, et al., 2006, Novel methods improve prediction of species' distributions from occurrence data: Ecography, v. 29, p. 129-151.
10. Elith, J., J. R. Leathwick, and T. Hastie, 2008, A working guide to boosted regression trees: Journal of Animal Ecology, v. 77, p. 802-813.
11. Falcon, N. L., 1974, Southern Iran: Zagros mountains, in A. Spencer, ed., Mesozoic-Cenozoic orogenic belts: Geological Society, London, Special Publication, v. 4, p. 199-211.
12. Fielding, A. H., and J. F. Bell, 1997, A review of methods for the assessment of prediction errors in conservation presence/ absence models: Environmental Conservation, v. 24, p. 38-49.
13. Fillho, A., 2002, Remote detection of hydrocarbon microseepage induced soil alteration: International Journal of Remote Sensing, v. 23, p. 3523-3524.
14. Friedman, J. H., and J. J. Meulman, 2003, Multiple additive regression trees with application in epidemiology: Statistics in Medicine, v. 22, p. 1365-1381.
15. Gill, W. D., and M. A. Ala, 1972, Sedimentology of Gachsaran Formation (Lower Fars Series), Southwest Iran: AAPG Bulletin, v. 56, p. 1965-1974.
16. Iso-Analytical Ltd., 2014. http://www.iso-analytical.co.uk/geochemistry.html, Accessed July 17,2014.
17. IUPAC-CAWIA (International Union of Pure and Applied Chemistry-Commission on Atomic Weights and Isotopie Abundances), 1984, Element by element review of their atomic weights: Pure Applied Chemistry, v. 56, p. 695-768.
18. James, G. A., and J. G. Wynd, 1965, Stratigraphie nomenclature of Iranian oil consortium agreement area: AAPG Bulletin, v. 49, p. 2182-2245.
19. Khan, S., and S. Jacobson, 2008, Remote sensing and geochemistry for detecting hydrocarbon microseepages: Geological Society of America Bulletin, v. 120, p. 96-105.
20. Kohavi, R., 1995, A study of cross-validation and bootstrap for accuracy estimation and model selection: Proceedings of the 14th International Joint Conference on Artificial Intelligence: Volume 2, Montreal, Quebec, Canada, Morgan Kaufmann Publishers, p. 1137-1143.
21. Llewellyn, P. G., 1973, Deh Dasht and Kuh-E Gallai geological compilation maps, 1:100,000 scale, Iranian Oil Operating Companies (IOOC).
22. Louis, C. et al., 2009, Sulphur stable isotopes can distinguish trophic dependence on sediments and plankton in boreal lakes: Freshwater Biology, v. 54, p. 1006-1015.
23. Machel, H. G., 2001, Bacterial and thermochemical sulfate reduction in diagenetic settings: Old and new insights: Sedimentary Geology, v. 140, p. 143-175.
24. Macleod, J. H., and Y. Akbari, 1970, Behbahan and Kuh-E-Safid geological compilation maps, 1:100,000 scale, Iranian Oil Operating Companies GOOC).
25. Matthews, M. D., 1996, Hydrocarbon migration: A view from the top, in D. Shumacher, and M. Abrams, eds., Hydrocarbon Migration and Its Near Surface Expression, AAPG Memoir 66, p. 139-155.
26. Mizutani, Y., and T. A. Rafter, 1969, Oxygen isotopie composition of sulphates - Part 3. Oxygen isotopie fractionation in the bisulphate ion-water system: New Zealand Journal of Science, v. 12, p. 54-59.
27. Osorio, M. T., A. P. Moloney, O. Schmidt, and F. J. Monahan, 2011, Multi-element isotope analysis of bovine muscle for determination of international geographical origin of meat: Journal of Agricultural and Food Chemistry, v. 59, p. 3285-94.
28. Petrovic, A., S. D. Khan, and H. S. Chafetz, 2008, Remote detection and geochemical studies for finding hydrocarbon-induced alterations in Lisbon Valley, Utah: Marine and Petroleum Geology, v. 25, p. 696-705.
29. Petrovic, A., S. D. Khan, and A. K. Thurmond, 2012, Integrated hyperspectral remote sensing, geochemical and isotopie studies for understanding hydrocarbon-induced rock alterations: Marine and Petroleum Geology, v. 35, p. 292-308.
30. Ridgeway, G., 2006, Generalized boosted regression model: Documentation on the R Package 'gbm', version 1.5-7. http://www.i-pensieri.com/gregr/gbm.shtml, accessed March 2008.
31. Salisbury, J. W., D. M. D'Aria, and F. F. Sabins Jr., 1993, Thermal infrared remote sensing of crude oil slicks: Remote Sensing of Environment, v. 45, p. 225-231.
32. Schonlau, M., 2005, Boosted regression (boosting): An introductory tutorial and a Stata plugin: Stata Journal, v. 5, p. 330-354.
33. Schumacher, D., 1996, Hydrocarbon-induced alteration of soils and sediments, in D. Schumacher, and M. A. Abrams, eds., Hydrocarbon migration and near surface expression AAPG Memoir 66, p. 71-89.
34. Setudenhnia, A., and J. T. O. B Perry, 1966, Gachsaran, Masjid Soleyman, Agha Jari, Asmari, Banar-E-Deylam, Haft Kel, and Lali geological compilation maps 1:100,000 scale (sheet 20641 E). Iranian Oil Operating Companies (IOOC): Center National de la Researche Scientifique, Paris.
35. Stocklin, J., 1968, Structural history and tectonics of Iran: A review: AAPG Bulletin, v. 52, p. 1229-1258.
36. Tyree, S., K. Q. Weinberger, and K. Agrawa, 2011, Parallel boosted regression trees for web search ranking: International World Wide Web Conference Committee (IW3C2), March 28-April 1, Hyderabad, India, 10 p.
37. van der Meer, F., 2004, Analysis of spectral absorption features in hyperspectral imagery: International Journal of Applied Earth Observation and Geoinformation, v. 5, p. 55-68.
38. Warren, J. K., 2006, Evaporites: Sediments, resources and hydrocarbons, Springer. Berlin, Germany, 1036 p.