Parameters That Influence Seismic Velocity Conceptual Overview of Rock and Fluid Factors that Impact Seismic Velocity and Impedance



Similar documents
Stanford Rock Physics Laboratory - Gary Mavko. Basic Geophysical Concepts

7.2.4 Seismic velocity, attenuation and rock properties

Because rock is heterogeneous at all scales, it is often invalid

Reservoir Modelling and Interpretation with Lamé s Parameters: A Grand Banks Case Study

Integration of reservoir simulation with time-lapse seismic modelling

Pore Radius and Permeability Prediction from Sonic Velocity

Determination of source parameters from seismic spectra

Geomechanical Effects of Waterflooding

1.72, Groundwater Hydrology Prof. Charles Harvey Lecture Packet #2: Aquifers, Porosity, and Darcy s Law. Lake (Exposed Water Table)

Periodical meeting CO2Monitor. Leakage characterization at the Sleipner injection site

Overview of Topics. Stress-Strain Behavior in Concrete. Elastic Behavior. Non-Linear Inelastic Behavior. Stress Distribution.

Sedimentary Rocks. Find and take out 11B-15B and #1 From Egg Carton

Politecnico di Torino. Porto Institutional Repository

Chapter Outline. Mechanical Properties of Metals How do metals respond to external loads?

To be presented at the SRB Summer Meeting, Stanford University, June 2001 PAPER E1

Sonic Logging in Deviated Boreholes of an Anisotropic Formation: Laboratory Study

TIE-31: Mechanical and thermal properties of optical glass

Eagle Ford Shale Exploration Regional Geology meets Geophysical Technology. Galen Treadgold Bruce Campbell Bill McLain

Auxiliary material for Paper 2004JE002305R Shock Properties of H 2 OIce

INTRODUCTION TO SOIL MODULI. Jean-Louis BRIAUD 1

Which physics for full-wavefield seismic inversion?

Questions & Answers Proposed for Exam #3

Hydrocarbon reservoir modeling: comparison between theoretical and real petrophysical properties from the Namorado Field (Brazil) case study.

Characteristics of Sedimentary Rocks

14.2 Theory Compton Scattering and Photo-Electric Absorption

Soil Mechanics. Soil Mechanics

Rocks & Minerals. 10. Which rock type is most likely to be monomineralic? 1) rock salt 3) basalt 2) rhyolite 4) conglomerate

Determination of Thermal Conductivity of Coarse and Fine Sand Soils

Unconventional Challenges: Integrated Analysis for Unconventional Resource Development Robert Gales VP Resource Development

DEPARTMENT OF PETROLEUM ENGINEERING Graduate Program (Version 2002)

Drained and Undrained Conditions. Undrained and Drained Shear Strength

16. THE SONIC OR ACOUSTIC LOG 16.1 Introduction

Oil and Gas Terms. Anticline: An arch of stratified rock layers that may form a trap for hydrocarbons.

Introduction to Petroleum Geology and Geophysics

WELL LOGGING TECHNIQUES WELL LOGGING DEPARTMENT OIL INDIA LIMITED

Development of Thermal Recovery Simulator for Hot Water Flooding

General. Type of porosity logs

Laboratory scale electrical resistivity measurements to monitor the heat propagation within porous media for low enthalpy geothermal applications

MONITORING OF CO 2 INJECTED AT SLEIPNER USING TIME LAPSE SEISMIC DATA

FAN group includes NAMVARAN UPSTREAM,

Figure 2-10: Seismic Well Ties for Correlation and Modelling. Table 2-2: Taglu Mapped Seismic Horizons

Soil Mechanics. Outline. Shear Strength of Soils. Shear Failure Soil Strength. Laboratory Shear Strength Test. Stress Path Pore Pressure Parameters

Lecture 24 - Surface tension, viscous flow, thermodynamics

Mechanical Properties of Metals Mechanical Properties refers to the behavior of material when external forces are applied

GAS WELL/WATER WELL SUBSURFACE CONTAMINATION

NOTE: FOR PROJECTS REQUIRING CONTRACTOR MIX DESIGN, THE DESIGN PROCEDURES ARE SPECIFIED IN THE SPECIAL PROVISIONS OF THE CONTRACT.

Understanding Porosity and Permeability using High-Pressure MICP Data: Insights into Hydrocarbon Recovery*

The rock cycle. Introduction. What are rocks?

What is a rock? How are rocks classified? What does the texture of a rock reveal about how it was formed?

1. Fluids Mechanics and Fluid Properties. 1.1 Objectives of this section. 1.2 Fluids

Metamorphic rocks are rocks changed from one form to another by intense heat, intense pressure, and/or the action of hot fluids.

REPORT. Results of petrological and petrophysical investigation of rock samples from the Siljan impact crater (Mora area)

NONLINEAR ACOUSTIC EFFECTS IN ROCKS AND SOILS. Brian P. Bonner and B.J. Wanamaker

Mud logging, also known as hydrocarbon well logging, is the creation of a detailed record (well

Fluid Mechanics: Static s Kinematics Dynamics Fluid

RESERVOIR GEOSCIENCE AND ENGINEERING

Figure CPT Equipment

4.3 Results Drained Conditions Undrained Conditions References Data Files Undrained Analysis of

Strength of Concrete

Search and Discovery Article #40256 (2007) Posted September 5, Abstract

The ever increasing importance of reservoir geomechanics

Bending, Forming and Flexing Printed Circuits

EARTHQUAKES. Compressional Tensional Slip-strike

ADX ENERGY. Sidi Dhaher Well test Briefing Live Webcast, 4 July Wolfgang Zimmer, Paul Fink

CE 204 FLUID MECHANICS

Notes on Polymer Rheology Outline

Introduction to acoustic imaging

FOUNDATION DESIGN. Instructional Materials Complementing FEMA 451, Design Examples

ENGINEERED QUARTZ STONE

CLASSIFICATION // CHARACTERIZATION OF SOME ROCK FEATURES

TRAVELING WAVE EFFECTS ON NONLINEAR SEISMIC BEHAVIOR OF CONCRETE GRAVITY DAMS

Summary of Basalt-Seawater Interaction

Objectives. Experimentally determine the yield strength, tensile strength, and modules of elasticity and ductility of given materials.

Seismic Waves Practice

WEATHERING, EROSION, AND DEPOSITION PRACTICE TEST. Which graph best shows the relative stream velocities across the stream from A to B?

A drop forms when liquid is forced out of a small tube. The shape of the drop is determined by a balance of pressure, gravity, and surface tension

Der Einfluss thermophysikalischer Daten auf die numerische Simulation von Gießprozessen

Laminar and Turbulent flow. Flow Sensors. Reynolds Number. Thermal flow Sensor. Flow and Flow rate. R = Mass Flow controllers

Soil Properties soil texture and classes heat capacity, conductivity and thermal diffusivity moisture conductivity

Fluids and Solids: Fundamentals

HDD High Definition Data. defining a new standard for Open Hole, Cased Hole & Production Logging

When the fluid velocity is zero, called the hydrostatic condition, the pressure variation is due only to the weight of the fluid.

Mechanical Properties - Stresses & Strains

What we know: shale gas as a promising global energy resource for the future. What we need to know: the scientific challenges.

Plate waves in phononic crystals slabs

ON THE INTERPRETATION OF SEISMIC CONE PENETRATION TEST (SCPT) RESULTS

DecisionSpace. Prestack Calibration and Analysis Software. DecisionSpace Geosciences DATA SHEET

Soil Mechanics SOIL STRENGTH page 1

BIOMEDICAL ULTRASOUND

Tight Gas Reservoir Characterization

For Water to Move a driving force is needed

Sedimentary Rocks, Depositional Environments and Stratigraphy

SOUTH AFRICAN NATIONAL INSTITUTE OF ROCK MECHANICS CHAMBER OF MINES OF SOUTH AFRICA CERTIFICATE IN ROCK MECHANICS PART 1 ROCK MECHANICS THEORY

Deep Geothermal energy and groundwater in

Laboratory #8: Structural Geology Thinking in 3D

Lists of estimated quantities to be performed and prices Estimated quantities to be performed. Prices

GEOTECHNICAL CHARACTERIZATION OF THE ANTALYA KARSTIC ROCK MASSES

DIRECT SHEAR TEST SOIL MECHANICS SOIL MECHANICS LABORATORY DEPARTMENT OF CIVIL ENGINEERING UNIVERSITY OF MORATUWA SRI LANKA

Dimensional Analysis

Transcription:

Conceptual Overview of Rock and Fluid Factors that Impact Seismic Velocity and Impedance 73

Type of formation P wave velocity (m/s) S wave velocity (m/s) Density (g/cm 3 ) Density of constituent crystal (g/cm 3 ) Scree, vegetal soil 300-700 100-300 1.7-2.4 - Dry sands 400-1200 100-500 1.5-1.7 2.65 quartz Wet sands 1500-2000 400-600 1.9-2.1 2.65 quartz Saturated shales and clays 1100-2500 200-800 2.0-2.4 - Marls 2000-3000 750-1500 2.1-2.6 - Saturated shale and sand sections 1500-2200 500-750 2.1-2.4 - Porous and saturated sandstones 2000-3500 800-1800 2.1-2.4 2.65 quartz Limestones 3500-6000 2000-3300 2.4-2.7 2.71 calcite Chalk 2300-2600 1100-1300 1.8-3.1 2.71 calcite Salt 4500-5500 2500-3100 2.1-2.3 2.1 halite Anhydrite 4000-5500 2200-3100 2.9-3.0 - Dolomite 3500-6500 1900-3600 2.5-2.9 (Ca, Mg) CO 3 2.8-2.9 Granite 4500-6000 2500-3300 2.5-2.7 - Basalt 5000-6000 2800-3400 2.7-3.1 - Gneiss 4400-5200 2700-3200 2.5-2.7 - Coal 2200-2700 1000-1400 1.3-1.8 - Water 1450-1500 - 1.0 - Ice 3400-3800 1700-1900 0.9 - Oil 1200-1250 - 0.6-0.9 - Typical rock velocities, from Bourbié, Coussy, and Zinszner, Acoustics of Porous Media, Gulf Publishing. 74

The Saturation and Pressure Dependence of P- and S-wave Velocities. Velocity (km/s) 6 5 4 3 2 Bedford Bedford Limestone Limestone Water-saturated Flat asymptote Sat. Sat. V P Dry Number of cracks Crack shape Dry Saturated V S Velocity (km/s) 7 6 5 4 3 Sat. Westerly Granite Dry Westerly Granite V S V P Dry Sat. 1 0 100 200 300 Effective Pressure (bars) 2 0 100 200 300 Effective Pressure (bars) 7 Sat. 6 Solenhofen limestone Solenhofen Limestone Velocity (km/s) Velocity (km/s) 6 5 4 Dry Webatuck Dolomite dolomite Sat. Dry V P V S Velocity (km/s) Velocity (km/s) 5 4 3 Sat. and Dry Sat. and Dry V P V S 3 0 100 200 300 (bars) Effective Pressure (bars) 2 0 100 200 Effective Pressure (bars) Effective Pressure (bars) F.1 P effective = P confining P pore 75

Fundamental Observations of Rock Physics Velocities almost always increase with effective pressure. For reservoir rocks they often tend toward a flat, high pressure asymptote. To first order, only the difference between confining pressure and pore pressure matters, not the absolute levels of each -- effective pressure law. The pressure dependence results from the closing of cracks, flaws, and grain boundaries, which elastically stiffens the rock mineral frame. The only way to know the pressure dependence of velocities for a particular rock is to measure it. Make ultrasonic measurements on dry cores; fluidrelated dispersion will mask pressure effects. The amount of velocity change with pressure is a measure of the number of cracks; the pressure range needed to reach the high pressure asymptote is a measure of crack shape (e.g. aspect ratio). Velocities tend to be sensitive to the pore fluid content. Usually the P-wave velocity is most sensitive and the S-wave velocity is less sensitive. Saturation dependence tends to be larger for soft (low velocity) rocks. 76

Pressure-Dependence of Velocities Vp Vs =1.0 0.40 *exp( Peff /11) Vp(40) =1.0 0.38* exp( Peff /12) Vs(40) Remember: Calibrate to Dry Cores! It is customary to determine the pressure dependence of velocities from core measurements. A convenient way to quantify the dependence is to normalize the velocities for each sample by the high pressure value as shown here. This causes the curves to cluster at the high pressure point. Then we fit an average trend through the cloud, as shown. The velocity change between any two effective pressures P1 and P2 can be conveniently written as: V(P2) V(P1) = 1.0 0.38exp( P2 /12) 1.0 0.38exp( P1/12) Vp and Vs often have a different pressure behavior, so determine separate functions for them. Remember to recalibrate this equation to your own cores! F29 77

4D Example: Deep, Stiff, Gas Sand Replace Gas with Water Gas Water Difference Small impedance increase from fluids Increase Pp by 100 bars Before After Difference Modest impedance decrease from pressure Trajectories in the AVO plane F32 Increasing Pp Increasing Sw 78

4D Example: Deepwater, Soft, Gas Sand Replace Gas with Water Gas Water Difference Large impedance increase Increase Pp by 100 bars Before After Difference Small impedance decrease Trajectories in the AVO plane F32 Increasing Sw Increasing Pp 79

Effects of Pore Fluid on P-wave Velocity (Low Frequency) Density does not lead to ambiguity when Impedance is measured. lmp = ρv = ρ modulus Calculations made from dry velocities, using Gassmann relation, Kmin = 36 GPa, Kwater = 2.2, Koil = 1. 80

Effects of Pore Fluid on P-wave Velocity (Low Frequency) Beaver Sandstone 6% porosity Fontainebleau Sandstone 15% porosity F.4 81

Velocities depend on fluid modulus and density When going from a dry to water saturated rock, sometimes the P-velocity increases; sometimes it decreases. The rock elastic bulk modulus almost always stiffens with a stiffer (less compressible) pore fluid. The stiffening effect of fluid on rock modulus is largest for a soft (low velocity) rock. The bulk density also increases when going from a dry to water-saturated rock. Because velocity depends on the ratio of elastic modulus to density, the modulus and density effects fight each other; sometimes the velocity goes up; sometimes down. Measures of modulus ( M = ρv 2 ), impedance ( lmp = ρv = ρ modulus ), and V P / V S don t have the density effect ambiguity. Be careful of ultrasonic data! At high frequencies, the elastic-stiffening effect is exaggerated for both bulk and shear moduli; so we don t often see the density effect in the lab and the velocities will be contaminated by fluid-related dispersion. 82

Effect of Pore Pressure Beaver Sandstone 6% porosity 5.4 Velocity (km/s) 5.2 5 4.8 4.6 4.4 Increasing pore pressure water dry oil 0 5 10 15 20 25 30 35 40 F.6 Pore Pressure (MPa) Effect of pore pressure on velocity, calculated assuming effective pressure law is valid, and assuming a fixed confining pressure of 40MPa (low frequency calculations using Gassmann relation). 83

Ways that Pore Pressure Impacts Velocities Increasing pore pressure softens the elastic mineral frame by opening cracks and flaws, tending to lower velocities. Increasing pore pressure tends to make the pore fluid or gas less compressible, tending to increase velocities. Changing pore pressure can change the saturation as gas goes in and out of solution. Velocities can be sensitive to saturation. High pore pressure persisting over long periods of time can inhibit diagenesis and preserve porosity, tending to keep velocities low. 84

Pressure Dependence of Velocities Ultrasonic velocities and porosity in Fontainebleau sandstone (Han, 1986). Note the large change in velocity with a very small fractional change in porosity. This is another indicator that pressure opens and closes very thin cracks and flaws. 85

Dry shaly sandstone data from Han (1986). Each vertical streak plotted with the same symbol is a single rock at different pressures. Note the large change in modulus with little change in porosity -- another illustration that cracks and flaws have a large change on velocity, even though they contribute very little to porosity. Only the values at high pressure and with Han's empirical F.8 clay correction applied. 86

The Information in a Rock's Velocity-Pressure Curve 1. High pressure limiting velocity is a function of porosity 2. The amount of velocity change with pressure indicates the amount of soft, crack-like pore space 3. The range of the greatest pressure sensitivity indicates the shape or aspect ratios of the cracklike pore space 87

Soft, Crack-Like Porosity 1. Includes micro and macrofractures and compliant grain boundaries. 2. Soft Porosity: Decreases both P and S-wave velocities Increases velocity dispersion and attenuation Creates pressure dependence of V and Q Creates stress-induced anisotropy of V and Q Enhances sensitivity to fluid changes (sensitivity to hydrocarbon indicators) 3. High confining pressure (depth) and cementation, tend to decrease the soft porosity, and therefore decreases these effects. 4. High pore pressure tends to increase the soft porosity and therefore increases these effects. 88

Curves on the left show the typical increase of velocity with effective pressure. For each sample the velocity change is associated with the opening and closing of cracks and flaws. These are typical when rapid changes in effective pressure occur, such as during production. Curves on the right show the same data projected on the velocity- porosity plane. Younger, high porosity sediments tend to fall on the lower right. Diagenesis and cementation tend to move samples to the upper left (lower porosity, higher velocity). One effect of over- pressure is to inhibit diagenesis, preserving porosity and slowing progress from lower right to upper left. This is called loading type overpressure. Rapid, late stage development of overpressure can open cracks and grain boundaries, resembling the curves on the left. This is sometimes called transient or unloading overpressure. In both cases, high pressure leads to lower velocities, but along different trends. 89

Seismic Velocity and Overpressure F31 A typical approach to overpressure analysis is to look for low velocity deviations from normal depth trends. Caution: when overpressure is late stage, estimates of pressure can be too low. 90

Velocity (km/s) Velocity (km/s) 5 4.5 4 3.5 3 2.5 3.6 3.4 3.2 3 2.8 2.6 p c =80 MPa p p =0 p c =80 MPa p p =0 St. Peter sandstone 0 20 40 60 80 p c =80 MPa Effective Pressure (MPa) p p =0 Experiments that illustrate the effective pressure law. In the first part of the experiment, effective pressure is increased by increasing confining pressure from 0 to 80 MPa, while keeping pore pressure zero (solid dots). Then, effective pressure is decreased by keeping confining pressure fixed at 80 MPa, but pumping up the pore pressure from 0 to nearly 80 MPa (open circles). (Jones,1983.) The curves trace approximately (but not exactly) the same trend. There is some hysteresis, probably associated with frictional adjustment of crack faces and grain boundaries. For most purposes, the hysteresis is small compared to more serious difficulties measuring velocities, so we assume that the effective pressure law can be applied. This is a tremendous convenience, since most laboratory measurements are made with pore pressure equal 0. V P V S Sierra White granite 0 20 40 60 80 Effective Pressure (MPa) V S F.9 91

4 Pierre shale (ultrasonic), from Tosaya, 1982. 3.5 Sat. p p =1MPa p p =41 MPa V P Velocity (km/s) Velocity (km/s) 3 2.5 2 1.5 Dry Dry Sat. p p =0 p p =0 p p =1MPa p p =41 MPa V S 1 0.5 0 50 100 150 200 Confining Pressure (MPa) For shales, we also often see an increase of velocity with effective pressure. The rapid increase of velocity at low pressures is somewhat elastic, analogous to the closing of cracks and grain boundaries that we expect in sandstones. F.11 The high pressure asymptotic behavior shows a continued increase in velocity rather than a flat limit. This is probably due to permanent plastic deformation of the shale. 92

Confining pressure transducer Pore pressure Rock sample transducer Jacket Concept of Induced Pore Pressure σ = 1bar transducer We expect a small induced pressure in stiff pores Pp ~ 0.2bar Pp ~ 1bar Stiff Pore Soft Pore transducer 93

Chalk (ultrasonic), from Gregory, 1976, replotted from Bourbié, Coussy, and Zinszner, 1987, Gulf Publishing Co. 3.5 φ = 30.6% Chalk V P Velocity (km/s) Velocity (km/s) 3 2.5 2 S w 100 0 80 5 10 20 40 60 5 V S 1.5 0 1 0 2 0 3 0 4 0 5 0 F.12 Effective Pressure (MPa) For chalks, we also see an increase of velocity with effective pressure. The rapid increase of velocity at low pressures is somewhat elastic and reversible. The high pressure asymptotic behavior shows a continued increase in velocity rather than a flat limit. This is probably due to permanent crushing of the fragile pore space. 94

Influence of temperature on oil saturated samples, from Tosaya, et al. (1985). We observe experimentally that velocities are most sensitive to temperature when the rocks contain liquid hydrocarbons (oil). We believe that this results from an increase of the oil compressibility and a decrease of the oil viscosity as the temperature goes up. In field situations other factors can occur. For example, gas might come out of solution as the temperature goes up. F.16 95

An Early, Successful 4D Field Study Thermal Signature of Steam Flood Traveltime increase in steamed interval after a few months of steam injection. F30 After a few more months, the anomaly spreads. From DeBuyl, 1989 96

Velocity vs. viscosity in glycerol saturated samples, from Nur (1980). 1 Bedford limestone V/Vo 0.9 0.8 Vp Vs 0.7 1.1-4 -2 0 2 4 6 8 10 Temperature µ/µ ο 1 0.9 0.8 Barre granite 0.7 0.6 Bedford limestone 0.5-4 -2 0 2 4 6 8 10 Log viscosity (poise) Temperature In this experiment the pore fluid is glycerol, whose viscosity is extremely sensitive to temperature. The data show a classical viscoelastic behavior with lower velocity at low viscosity and higher velocity at higher viscosity. Viscosity is one of several pore fluid properties that are sensitive to temperature. F.17 97

F.18 Compressional velocities in the n-alkanes vs. temperature. A drastic decrease of velocity with temperature! The numbers in the figure represent carbon numbers. From Wang, 1988, Ph.D. dissertation, Stanford University. 98

F.19 Compressional velocities in the n-alkanes vs. inverse of the carbon numbers, at different temperatures. From Wang, 1988, Ph.D. dissertation, Stanford University. 99

Batzle-Wang formulas for fluid density and bulk modulus (Geophysics, Nov. 1992). F30 100

API = 141.5 ρ O 131.5 1l/l=5.615 ft 3 /bbl F30 101

Brine Bulk Modulus (Gpa) Brine Density (kg/m3) F30 102

BubblePoint computed using Batzle, Wang Relations Caution: Calibrate to lab data when possible! F30 103

Soft Deepwater Sands 104

Fluid Properties The density and bulk modulus of most reservoir fluids increase as pore pressure increases. The density and bulk modulus of most reservoir fluids decrease as temperature increases. The Batzle-Wang formulas describe the empirical dependence of gas, oil, and brine properties on temperature, pressure, and composition. The Batzle-Wang bulk moduli are the adiabatic moduli, which we believe are appropriate for wave propagation. In contrast, standard PVT data are isothermal. Isothermal moduli can be ~20% too low for oil, and a factor of 2 too low for gas. For brine, the two don t differ much. K 1 S = K 1 T α 2 T ρc P α = thermal expansion; C p = heat capacity Nice paper by Virginia Clark, July 92 Geophysics. 105

Stress-Induced Velocity Anisotropy -- the Historical Basis for Seismic Fracture Detection Axial Stress θ P and S waves Measurement angle related to the uniaxial stress direction F.20 Stress-induced velocity anisotropy in Barre Granite (Nur, 1969). In this classic experiment, Nur manipulated the crack alignment by applying uniaxial stress. Initially the rock is isotropic, indicating an isotropic distribution of cracks. Cracks normal to the stress (or nearly so) closed, creating crack alignment and the associated anisotropy. 106

Stress-Induced Velocity Anisotropy Due to Crack Opening Near Failure P S II Fracture S T Source 1.2 S T S IIA P Source SII Source 1.1 1 V/Vo 0.9 0.8 0.7 P S S II S IIA 0.6 0 20 40 60 80 100 Percent Failure Strength F.21 Uniaxial stress-induced velocity anisotropy in Westerly Granite (Lockner, et al. 1977). 107

ρv p 2 90 80 70 60 50 40 30 20 Seismic Anisotropy Due to Rock Fabric vertical (c 33 ) horizontal (c 11 ) 10 0 0.2 0.4 0.6 0.8 1 fabric anisotropy Isotropic mixture slight alignment layered Virtually any rock that has a visual layering or fabric at a scale finer than the seismic wavelength will be elastically and seismically anisotropic. Sources can include elongated and aligned grains and pores, cracks, and fine scale layering. Velocities are usually faster for propagation along the layering. 108

Velocity Anisotropy Due to Fabric Anisotropic velocities vs. pressure. (a) and (b) Jones (1983), (c) Tosaya (1982). 109

Velocity Anisotropy in Shale Cotton Valley shale (ultrasonic), from Tosaya, 1982. 110

Velocity Anisotropy Resulting From Thinly Layered Kerogen F.23 P-wave anisotropy in shales (from Vernik, 1990): (1) Bakken black shales, (2) Bakken dolomitic siltstone, (3) Bakken shaly dolomite, (4) Chicopee shale (Lo, et al, 1985). Vernik found that kerogen-bearing shales can have very large anisotropy, easily 50%. 111

F.24 Velocities in kerogen-rich Bakken shales (Vernik, 1990) and other low porosity argillaceous rocks (Lo et al., 1985; Tosaya, 1982; Vernik et al., 1987). Compiled by Vernik, 1990. 112