Wavelet transform analysis for lithological characteristics identification in siliciclastic oil fields

Abstract In this work, we propose the application of the wavelet transform analysis in well-logs (radioactivity, resistivity and sonic) to identify facies. The wavelet transform is applied to a set of well-log data for identifying correlations between wavelet coefficients and lithofacies sequences. Our results indicate that the scales, in a multiscale analysis, are related to the rock thickness and depending on the scale used it is possible to identify other particular or general sequences. The results obtained are compared and corroborated by standard geological procedures for lithological characterization, indicating that the wavelet analysis provides qualitative guides for the identification of lithological properties in wells. All our analyses are based on a siliciclastic oil field that belongs to Chicontepec Formation of the Tampico–Misantla basin in Mexico.

[1]  M. Aldana,et al.  Facies recognition using wavelet based fractal analysis and waveform classifier at the Oritupano-A Field, Venezuela , 2007 .

[2]  Akhil Datta-Gupta,et al.  Electrofacies Characterization and Permeability Predictions in Complex Reservoirs , 2002 .

[3]  J. Bermudez,et al.  Diagenetic History of the Turbiditic Litharenites of the Chicontepec Formation, Northern Veracruz: Controls on the Secondary Porosity for Hydrocarbon Emplacement , 2006 .

[4]  M. Talwani OIL AND GAS IN MEXICO: GEOLOGY, PRODUCTION RATES AND RESERVES , 2011 .

[5]  Frederik P. Agterberg,et al.  Wavelet analysis of well-logging data from oil source rock, Egret Member, offshore eastern Canada , 2000 .

[6]  Eliseo Hernandez-Martinez,et al.  Facies Recognition Using Multifractal Hurst Analysis: Applications to Well-Log Data , 2013, Mathematical Geosciences.

[7]  David Labat,et al.  Recent advances in wavelet analyses: Part 1. A review of concepts , 2005 .

[8]  Jonathan M. Lilly,et al.  A wavelet analysis of Plio-Pleistocene climate indicators: A new view of periodicity evolution , 1995 .

[9]  E. A. Beaumont,et al.  Formation evaluation 2 , 1990 .

[10]  Klaus Fraedrich,et al.  Historic climate variability of wetness in East China (960-1992) : A wavelet analysis , 1997 .

[11]  J. A. Vargas-Guzmán,et al.  Spatial conditional simulation of facies objects for modeling complex clastic reservoirs , 2006 .

[12]  G. Weedon,et al.  Time-Series Analysis and Cyclostratigraphy: Acknowledgements , 2003 .

[13]  A. Grossmann,et al.  Cycle-octave and related transforms in seismic signal analysis , 1984 .

[14]  C. Capilla Application of the Haar wavelet transform to detect microseismic signal arrivals , 2006 .

[15]  C. Braitenberg,et al.  Interpretation of gravity data by the continuous wavelet transform: The case of the Chad lineament (North-Central Africa) , 2013 .

[16]  G. E. Archie The electrical resistivity log as an aid in determining some reservoir characteristics , 1942 .

[17]  R. Mark Sedimentation and provenance of Chicontepec Sandstones with implications for uplift of the Sierra Madre Oriental and Teziutlan Massif, east-central Mexico , 1993 .

[18]  Olivier Peyret,et al.  Automatic Determination of Lithology From Well Logs , 1987 .

[19]  Andreas Prokoph,et al.  Trends, cycles and nonstationarities in isotope signals of phanerozoic seawater , 1999 .

[20]  Saumen Maiti,et al.  Automatic detection of lithologic boundaries using the Walsh transform: A case study from the KTB borehole , 2005, Comput. Geosci..

[21]  A. Chopra,et al.  Application of Wavelet Transforms to Reservoir-Data Analysis and Scaling , 2000 .

[22]  Guiwen Wang,et al.  Study of sedimentary sequence cycles by well-seismic calibration , 2013, Petroleum Science.

[23]  L. Guan,et al.  Review of the Application of Wavelet Analysis in the Petroleum Industry , 2004 .

[24]  Christopher D. White,et al.  Multivariate statistical log log-facies classification on a shallow marine reservoir , 2008 .

[25]  Philippe Gaillot,et al.  Wavelet analysis of relative geomagnetic paleointensity at ODP Site 983 , 2000 .

[26]  M. Rider,et al.  The Geological Interpretation of Well Logs , 1986 .

[27]  Bieng-Zih Hsieh,et al.  Identification of stratigraphic formation interfaces using wavelet and Fourier transforms , 2008, Comput. Geosci..

[28]  E. Chandrasekhar,et al.  Wavelet Analysis of Geophysical Well-log Data of Bombay Offshore Basin, India , 2012, Mathematical Geosciences.

[29]  R. Arabjamaloei,et al.  Exact Lithologic Boundary Detection Based on Wavelet Transform Analysis and Real-Time Investigation of Facies Discontinuities Using Drilling Data , 2011 .

[30]  Ojo Ao,et al.  Statistical analysis and evaluation of lithofacies from wireline logs over 'Beleema' field, Niger Delta, Nigeria , 2012 .

[31]  H. Sellami,et al.  Analogous Reservoirs to Chicontepec, Alternatives of Exploitation for this Mexican Oil Field , 2009 .

[32]  Muhammad Sahimi,et al.  Analysis of Cross Correlations Between Well Logs of Hydrocarbon Reservoirs , 2011 .

[33]  John T. Dewan,et al.  Essentials of Modern Open-Hole Log Interpretation , 1983 .

[34]  P. Webster,et al.  Interdecadal changes in the ENSO-monsoon system , 1999 .

[35]  Salim Chikhi,et al.  Hybrid Neural Network Methods for Lithology Identification in the Algerian Sahara , 2007 .

[36]  Crain,et al.  Log analysis handbook , 1986 .

[37]  J. Morlet,et al.  Wave propagation and sampling theory—Part I: Complex signal and scattering in multilayered media , 1982 .

[38]  S. Rocky Durrans,et al.  Lithofacies identification using multiple adaptive resonance theory neural networks and group decision expert system , 2000 .

[39]  Eric N. Lanning,et al.  Automated identification of rock boundaries: An application of the Walsh transform to geophysical well-log analysis , 1983 .

[40]  C. Torrence,et al.  A Practical Guide to Wavelet Analysis. , 1998 .

[41]  Stéphane Mallat,et al.  A Theory for Multiresolution Signal Decomposition: The Wavelet Representation , 1989, IEEE Trans. Pattern Anal. Mach. Intell..

[42]  Reinaldo J. Michelena,et al.  Lithologic characterization of a reservoir using continuous-wavelet transforms , 2003, IEEE Trans. Geosci. Remote. Sens..

[43]  I. Daubechies Orthonormal bases of compactly supported wavelets , 1988 .

[44]  Antoine Saucier,et al.  Application of generalized multifractal analysis for characterization of geological formations , 2002 .

[45]  N. Zaourar,et al.  Wavelet based multiscale analysis of geophysical downhole measurements: Application to a clayey siliclastic sequence , 2010 .