Table of Contents |
1. | Introduction | 1 |
| References | 8 |
2. | Engineering Approach | 11 |
| References | 14 |
3. | Geostatistical Approach | 17 |
3.1. | Ensembles | 19 |
3.2. | Elements | 22 |
3.3. | Sampling at Random | 25 |
3.4. | Probability Distributions | 26 |
3.5. | Effective Parameters | 29 |
3.6. | Meaning of Geostatistically Inferred Results | 32 |
3.7. | Geostatistics and Uncertainty | 33 |
| References | 37 |
4. | Model Identification | 39 |
4.1. | Incorrectness in Mathematics | 41 |
4.2. | Regularization of Ill-Posed Problems | 48 |
4.3. | Problem-Dependence of Model Identification | 49 |
4.4. | More Complex Model Versus Less Complex One | 53 |
4.4.1. | Short Description of the Borden Landfill | 54 |
4.4.2. | Simulating the Water Table | 54 |
4.4.3. | Calibration with Respect to the Streamlines and the Arrival Time | 57 |
| References | 61 |
5. | Transformation of Geological Objects' Properties into Effective Model Parameters | 65 |
5.1. | Geological Objects and Simulation Models | 65 |
5.2. | Transforming Mechanisms | 67 |
5.3. | Properties of Transforming Mechanisms | 68 |
6. | Examples of Linear Transforming Mechanisms | 73 |
6.1. | One-Dimensional Steady-State Filtration to Fully Penetrating Trench | 73 |
6.2. | Illustrative Cases | 77 |
6.3. | Discussion on Illustrative Cases | 84 |
6.4. | Borden Landfill | 88 |
| References | 92 |
7. | Examples of Nonlinear Transforming Mechanisms | 93 |
7.1. | Simulation of Transient Filtration in Two-Body Object by Homogeneous Model: Problem Formulation | 93 |
7.2. | Explicit Numerical Simulation | 95 |
7.3. | Implicit Numerical Simulation | 98 |
8. | Evaluation of Transforming Mechanisms | 105 |
8.1. | Two-Level Modeling Concept | 105 |
8.2. | Examples of Evaluating Linear Transforming Mechanisms | 107 |
8.3. | Transforming Mechanisms for Effective Recharge Rates at Borden Landfill | 111 |
8.4. | Two-Level Modeling for Non-Linear Transforming Mechanisms | 113 |
8.5. | Conclusion | 119 |
| References | 120 |
9. | Inverse Problems and Transforming Mechanisms | 121 |
9.1. | Linear Transforming Mechanisms: Illustrative Examples | 122 |
9.2. | Borden Landfill: Evaluating Actual Recharge Rates | 128 |
9.3. | Non-Linear Transforming Mechanisms: Illustrative Example | 136 |
9.4. | Conclusion | 141 |
| References | 142 |
10. | Advective Solute Transport Through Porous Media | 143 |
10.1. | On Classical Convective-Dispersive Model | 143 |
10.1.1. | First Versus Third Type of Boundary Condition at Inlet | 143 |
10.1.2. | On Dispersion Coefficient | 149 |
10.2. | Model of Advective Solute Transport Involving Hydrodynamic Dispersion | 150 |
10.2.1. | Introductory Examples | 150 |
10.2.2. | Example of Simulation of Real Column Test | 155 |
10.3. | Transforming Mechanisms for Degradation Rate | 158 |
10.3.1. | Estimating Hydraulic Dispersion | 158 |
10.3.2. | Estimating Effective Value for Degradation Rate for Homogeneous Model | 160 |
10.3.3. | Solute Transport Through Piecewise Heterogeneous Porous Media | 161 |
10.3.4. | 'Transforming Mechanisms for Degradation Rate and Inverse Problem Solving | 162 |
10.4. | Conclusions | 163 |
| References | 169 |
11. | Conclusion | 171 |
| References | 173 |
| Afterword | 176 |