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E-266 - Petroleum Geostatistics

3 days RES/GEOSTAT
Level
Foundation
Audience
  • Reservoir engineers, geologists, geophysicists, professionals involved in data interpretation and management
Purpose
  • To provide a comprehensive and practical knowledge of reservoir characterization and modeling, focusing on geostatistical methods and tools
Learning Objectives
  • To use basic geostatistical tools and methods (variogram, kriging, cokriging, external drift)
  • To use vertical proportion curves (e.g. layering, well gridding, statistics, vertical proportion curves building)
  • To constrain geostatistical distribution using additional information (e.g. geology, seismic and dynamic data)
Ways and means
  • Practical examples, hands-on, lab exercises carried out with dedicated software

Fundamentals 1 day
  • Basic statistics for data analysis
  • Introduction to geostatistics
  • Quantification of spatial variability: variogram
Kriging and variations 1 day
  • Introduction to kriging
  • Data integration: cokriging, collocated cokriging, external drift kriging
  • Applications to time-to-depth conversion and property mapping
  • Dealing with non-stationary cases (trends)
Geostatistical simulations 1 day
  • Why simulations: limitations of kriging
  • Simulation methods for continuous parameters (as Phi and K)
  • Simulation methods for categorical variables (lithology)
  • Applications
2016 course calendar
Language Dates Location Tuition Register
Nov 14 - 16 Rueil €1,845 Online By email