42 BIBLIOGRAPHY Salamon, P., Fernàndez-Garcia, D., Gómez-Hernández, J. J., 2006. A review <strong>and</strong> numerical assessment <strong>of</strong> the r<strong>and</strong>om walk particle tracking method. Journal <strong>of</strong> Contaminant Hydrology 87 (3-4), 277–305. Salamon, P., Fernàndez-Garcia, D., Gómez-Hernández, J. J., 2007. <strong>Modeling</strong> tracer transport at the MADE site: the importance <strong>of</strong> heterogeneity. Water Resources Research 30 (8). Sánchez-Vila, X., Carrera, J., Girardi, J. P., 1996. Scale effects in transmissivity. Journal <strong>of</strong> Hydrology 183 (1-2), 1–22. Sánchez-Vila, X., Guadagnini, A., Carrera, J., 2006. Representative hydraulic conductivities in saturated groundwater flow. Reviews <strong>of</strong> Geophysics 44 (3). Schumer, R., Benson, D. A., Meerschaert, M. M., Baeumer, B., 2003. Fractal mobile/immobile solute transport. Water Resources Research 39 (10), 1296. Vermeulen, P. T. M., Stroet, C. B. M. T., Heemink, A. W., 2006. Limitations to upscaling <strong>of</strong> groundwater flow models dominated by surface water interaction. Water Resources Research 42 (10), W10406. Warren, J. E., Price, H. S., 1961. <strong>Flow</strong> in heterogeneous porous media. Society <strong>of</strong> Petroleum Engineering Journal 1, 153–169. Wen, X. H., Durl<strong>of</strong>sky, L. J., Edwards, M., 2003. Use <strong>of</strong> border regions for improved permeability upscaling. Mathematical Geology 35 (5), 521–547. Wen, X. H., Gómez-Hernández, J. J., 1996a. The constant displacement scheme for tracking particles in heterogeneous aquifers. <strong>Groundwater</strong> 34 (1), 135–142. Wen, X. H., Gómez-Hernández, J. J., 1996b. <strong>Upscaling</strong> hydraulic conductivities: An overview. Journal <strong>of</strong> Hydrology 183 (1-2), ix–xxxii. Wen, X. H., Gómez-Hernández, J. J., 1998. <strong>Upscaling</strong> conductivities in crossbedded formations. Mathematical Geology 30 (2), 181–212. Zhou, H., Li, L., Gómez-Hernández, J. J., 2010. Three-dimensional hydraulic conductivity upscaling in groundwater modelling. Computers & Geosciences 36 (10), 1224–1235.
Advances in Water Resources, 34(2011) 478-489. 3 Transport <strong>Upscaling</strong> Using Multi-Rate <strong>Mass</strong> Transfer in Three-Dimensional Highly Heterogeneous Media Abstract A methodology for transport upscaling <strong>of</strong> three-dimensional highly heterogeneous formations is developed <strong>and</strong> demonstrated. The overall approach requires a prior hydraulic conductivity upscaling using an interblock-centered full-tensor Laplacian-with-skin method followed by transport upscaling. The coarse scale transport equation includes a multi-rate mass transfer term to compensate for the loss <strong>of</strong> heterogeneity inherent to all upscaling processes. The upscaling procedures for flow <strong>and</strong> transport are described in detail <strong>and</strong> then applied to a three-dimensional highly heterogeneous synthetic example. The proposed approach not only reproduces flow <strong>and</strong> transport at the coarse scale, but it also reproduces the uncertainty associated with the predictions as measured by the ensemble variability <strong>of</strong> the breakthrough curves. 43
- Page 1:
Upscaling and Inverse Modeling of G
- Page 4 and 5:
c⃝ Copyright by Liangping Li 2011
- Page 7 and 8:
Abstract The need to reduce the com
- Page 9 and 10:
improved as more data is assimilate
- Page 11 and 12:
Resumen La necesidad de reducir el
- Page 13 and 14:
Por último, en el tercer bloque, e
- Page 15 and 16:
Resum La necessitat de reduir el co
- Page 17 and 18:
flux i el transport (conductivitat
- Page 19:
Acknowledgements I want to thank my
- Page 22 and 23:
xx CONTENTS 3 Transport Upscaling U
- Page 24 and 25: xxii CONTENTS
- Page 26 and 27: xxiv LIST OF FIGURES 2.7 Flow compa
- Page 28 and 29: xxvi LIST OF FIGURES 4.4 Reference
- Page 30 and 31: xxviii LIST OF FIGURES
- Page 33 and 34: 1.1 Motivation and Objectives 1 Int
- Page 35: CHAPTER 1. INTRODUCTION 3 Chapter 2
- Page 38 and 39: 6 CHAPTER 2. A COMPARATIVE STUDY OF
- Page 40 and 41: 8 CHAPTER 2. A COMPARATIVE STUDY OF
- Page 42 and 43: 10 CHAPTER 2. A COMPARATIVE STUDY O
- Page 44 and 45: 12 CHAPTER 2. A COMPARATIVE STUDY O
- Page 46 and 47: 14 CHAPTER 2. A COMPARATIVE STUDY O
- Page 48 and 49: 16 CHAPTER 2. A COMPARATIVE STUDY O
- Page 50 and 51: 18 CHAPTER 2. A COMPARATIVE STUDY O
- Page 52 and 53: 20 CHAPTER 2. A COMPARATIVE STUDY O
- Page 54 and 55: 22 CHAPTER 2. A COMPARATIVE STUDY O
- Page 56 and 57: 24 CHAPTER 2. A COMPARATIVE STUDY O
- Page 58 and 59: 26 CHAPTER 2. A COMPARATIVE STUDY O
- Page 60 and 61: 28 CHAPTER 2. A COMPARATIVE STUDY O
- Page 62 and 63: 30 CHAPTER 2. A COMPARATIVE STUDY O
- Page 64 and 65: 32 CHAPTER 2. A COMPARATIVE STUDY O
- Page 66 and 67: 34 CHAPTER 2. A COMPARATIVE STUDY O
- Page 68 and 69: 36 CHAPTER 2. A COMPARATIVE STUDY O
- Page 70 and 71: 38 BIBLIOGRAPHY Berkowitz, B., Sche
- Page 72 and 73: 40 BIBLIOGRAPHY Gómez-Hernández,
- Page 76 and 77: 44 CHAPTER 3. TRANSPORT UPSCALING U
- Page 78 and 79: 46 CHAPTER 3. TRANSPORT UPSCALING U
- Page 80 and 81: 48 CHAPTER 3. TRANSPORT UPSCALING U
- Page 82 and 83: 50 CHAPTER 3. TRANSPORT UPSCALING U
- Page 84 and 85: 52 CHAPTER 3. TRANSPORT UPSCALING U
- Page 86 and 87: 54 CHAPTER 3. TRANSPORT UPSCALING U
- Page 88 and 89: 56 CHAPTER 3. TRANSPORT UPSCALING U
- Page 90 and 91: 58 CHAPTER 3. TRANSPORT UPSCALING U
- Page 92 and 93: 60 CHAPTER 3. TRANSPORT UPSCALING U
- Page 94 and 95: 62 CHAPTER 3. TRANSPORT UPSCALING U
- Page 96 and 97: 64 CHAPTER 3. TRANSPORT UPSCALING U
- Page 98 and 99: 66 CHAPTER 3. TRANSPORT UPSCALING U
- Page 100 and 101: 68 CHAPTER 3. TRANSPORT UPSCALING U
- Page 102 and 103: 70 BIBLIOGRAPHY Dagan, G., 1994. Up
- Page 104 and 105: 72 BIBLIOGRAPHY Lawrence, A. E., Sa
- Page 106 and 107: 74 BIBLIOGRAPHY Zhang, Y., 2004. Up
- Page 108 and 109: 76 CHAPTER 4. MODELING TRANSIENT GR
- Page 110 and 111: 78 CHAPTER 4. MODELING TRANSIENT GR
- Page 112 and 113: 80 CHAPTER 4. MODELING TRANSIENT GR
- Page 114 and 115: 82 CHAPTER 4. MODELING TRANSIENT GR
- Page 116 and 117: 84 CHAPTER 4. MODELING TRANSIENT GR
- Page 118 and 119: 86 CHAPTER 4. MODELING TRANSIENT GR
- Page 120 and 121: 88 CHAPTER 4. MODELING TRANSIENT GR
- Page 122 and 123: 90 CHAPTER 4. MODELING TRANSIENT GR
- Page 124 and 125:
92 CHAPTER 4. MODELING TRANSIENT GR
- Page 126 and 127:
94 CHAPTER 4. MODELING TRANSIENT GR
- Page 128 and 129:
96 CHAPTER 4. MODELING TRANSIENT GR
- Page 130 and 131:
98 CHAPTER 4. MODELING TRANSIENT GR
- Page 132 and 133:
100 CHAPTER 4. MODELING TRANSIENT G
- Page 134 and 135:
102 BIBLIOGRAPHY Durlofsky, L. J.,
- Page 136 and 137:
104 BIBLIOGRAPHY Tran, T., 1996. Th
- Page 138 and 139:
106 CHAPTER 5. JOINTLY MAPPING HYDR
- Page 140 and 141:
108 CHAPTER 5. JOINTLY MAPPING HYDR
- Page 142 and 143:
110 CHAPTER 5. JOINTLY MAPPING HYDR
- Page 144 and 145:
112 CHAPTER 5. JOINTLY MAPPING HYDR
- Page 146 and 147:
114 CHAPTER 5. JOINTLY MAPPING HYDR
- Page 148 and 149:
116 CHAPTER 5. JOINTLY MAPPING HYDR
- Page 150 and 151:
118 CHAPTER 5. JOINTLY MAPPING HYDR
- Page 152 and 153:
120 CHAPTER 5. JOINTLY MAPPING HYDR
- Page 154 and 155:
122 CHAPTER 5. JOINTLY MAPPING HYDR
- Page 156 and 157:
124 CHAPTER 5. JOINTLY MAPPING HYDR
- Page 158 and 159:
126 CHAPTER 5. JOINTLY MAPPING HYDR
- Page 160 and 161:
128 CHAPTER 5. JOINTLY MAPPING HYDR
- Page 162 and 163:
130 CHAPTER 5. JOINTLY MAPPING HYDR
- Page 164 and 165:
132 CHAPTER 5. JOINTLY MAPPING HYDR
- Page 166 and 167:
134 CHAPTER 5. JOINTLY MAPPING HYDR
- Page 168 and 169:
136 BIBLIOGRAPHY Chen, Y., Zhang, D
- Page 170 and 171:
138 BIBLIOGRAPHY Journel, A., 1974.
- Page 172 and 173:
140 BIBLIOGRAPHY Wen, X., Deutsch,
- Page 174 and 175:
142 CHAPTER 6. GROUNDWATER FLOW INV
- Page 176 and 177:
144 CHAPTER 6. GROUNDWATER FLOW INV
- Page 178 and 179:
146 CHAPTER 6. GROUNDWATER FLOW INV
- Page 180 and 181:
148 CHAPTER 6. GROUNDWATER FLOW INV
- Page 182 and 183:
150 CHAPTER 6. GROUNDWATER FLOW INV
- Page 184 and 185:
152 CHAPTER 6. GROUNDWATER FLOW INV
- Page 186 and 187:
154 CHAPTER 6. GROUNDWATER FLOW INV
- Page 188 and 189:
156 CHAPTER 6. GROUNDWATER FLOW INV
- Page 190 and 191:
158 CHAPTER 6. GROUNDWATER FLOW INV
- Page 192 and 193:
160 CHAPTER 6. GROUNDWATER FLOW INV
- Page 194 and 195:
162 CHAPTER 6. GROUNDWATER FLOW INV
- Page 196 and 197:
164 CHAPTER 6. GROUNDWATER FLOW INV
- Page 198 and 199:
166 CHAPTER 6. GROUNDWATER FLOW INV
- Page 200 and 201:
168 CHAPTER 6. GROUNDWATER FLOW INV
- Page 202 and 203:
170 BIBLIOGRAPHY Deutsch, C. V., Jo
- Page 204 and 205:
172 BIBLIOGRAPHY Lee, S., Carle, S.
- Page 206 and 207:
174 BIBLIOGRAPHY Yeh, W., 1986. Rev
- Page 208 and 209:
176 CHAPTER 7. CONCLUSIONS travels
- Page 210 and 211:
178 CHAPTER 7. CONCLUSIONS predicti
- Page 212 and 213:
180 APPENDIX A. FLOWXYZ3D - A THREE
- Page 214:
182 APPENDIX A. FLOWXYZ3D - A THREE