3D geoscience modeling: computer techniques for geological characterization
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Berlin [u.a.]
Springer
1994
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XI, 309 S. Ill., graph. Darst. |
| ISBN: | 3540580158 0387580158 |
Internformat
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Datensatz im Suchindex
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| adam_text |
Table of Contents
Preface
Introduction .
Part I. Computer Techniques for Geological
Characterization
1 The Geological Characterization Process . 7
1.1 Prediction of Geological Variables . 7
1.2 Interpretation of Geological Characteristics . 9
1.3 Uncertainty and Risk . . . . . . 11
1.4 Spatial Analysis . . . . . . 12
1.5 The Generic Characterization Process . . . 14
1.6 Conventional Approaches to Characterization . . 16
1.7 Evolution of Computerized Approaches . . . 17
1.8 Advantages and Limitations . . . . . 21
1.9 Errors and Approximations . 23
2 Complicating Factors for Computerization . . 27
2.1 Geological Complexity . . . . . 27
2.2 Geometrical Complications . 28
2.3 The Need for Interpretational Control . . . 30
2.4 Spatial Variation Complexity. . . . . 32
2.5 Information Source Variety . 34
2.6 Geological Variety . . . . . . 35
2.7 Time Dimension . 36
2.8 Measurement of Uncertainty . . . . . 36
3 Features of an Integrated 3D Computer Approach . 39
3.1 Overview . 39
3.2 Spatial Data Management . 40
3.3 Time Data Management . 44
VIII Table of Contents
3.4 Visualization Tools . 44
3.5 Statistical Analysis . 48
3.6 Spatial Variability Analysis . 50
3.7 Interactive Interpretation . 52
3.8 Modeling Discrete Geological Volumes . 55
3.9 Modeling from Geological Surfaces . 57
3.10 Modeling Geological Variables . . . . 58
3.11 Geostatistical Prediction and Uncertainty . . . 61
3.12 Spatial Analysis of Volumes . 64
3.13 Advantages of Process Integration . 66
3.14 Technology Interfacing . 68
3.15 Process Summary . 68
4 Spatial Data Types and Structures. . . . 71
4.1 Rationale for Spatial Data Management . . . 71
4.2 Data Categories and Their Organization . . . 71
4.3 Spatial Integration of Data Structures. . 72
4.4 Hole Data Structure . 75
4.5 Map Data Structure . 77
4.6 Volume Data Structure . 79
4.7 3D Grid Data Structure . 82
4.8 Data Definitions and Identities . 85
4.9 Data Interfacing Considerations . 85
5 Analysis of Spatial Variability . 87
5.1 Objectives of Spatial Variability Analysis . 87
5.2 Measurement of Spatial Variability . 89
5.3 Understanding Geostatistical Semi-Variograms . . 94
5.4 Analysis of Geological Influences . 98
5.5 Analysis of Directional Influences . . . . 100
5.6 Use of Data Transforms . . . . . 102
5.7 The Effects of Spatial Trends. . . . . 106
5.8 Geostatistical Prediction Models . . . . 106
5.9 Cross-Validation of Prediction Models . . . 109
6 Geological Interpretation and Modeling . . . 113
6.1 Interactive Geological Interpretation . . . . 113
6.2 Interpretation of Geological Volumes. . . . 115
6.3 2D and 3D Geological Sections . . . . 119
6.4 Analysis of Geological Volumes . . . . 121
6.5 Volumes of Intersection . 123
6.6 Spatial Integrity in the Modeling Process . . . 125
6.7 3D Modeling Considerations . . 127
Table of Contents IX
7 Geological Modeling from Surfaces . . . 131
7.1 Advantages and Disadvantages of Modeling from Surfaces . 131
7.2 Representing Surfaces as Triangulated Networks . . 131
7.3 Structural, Stratigraphie and Topographical Surfaces . 135
7.4 Manipulation of Surfaces . . . . . 138
7.5 Derivation of Volumes from Surfaces . . . 140
7.6 Modeling Stratigraphie and Structural Discontinuities . 143
8 Geostatistical Prediction Techniques . . . 149
8.1 Spatial Prediction Process . . . . . 149
8.2 Implications of Spatial Discretization. . . . 150
8.3 Point Kriging to a 3D Grid . 152
8.4 Sample Selection Controls . 156
8.5 Management of Spatial Anisotropy . . . . 158
8.6 Volume Kriging to a 3D Grid. . 160
8.7 Kriging with Data Transforms . . . . 162
8.8 Kriging with Data Trends (Universal Kriging) . . 163
8.9 Indicator Kriging and Probability Estimation. . . 163
8.10 Alternative Prediction Techniques . . . . 166
8.11 Cross-Checking of Prediction Results . . . 167
8.12 Common Problems in Spatial Prediction . . . 168
8.13 Performance Review of Prediction Techniques . . 169
9 Spatial Analysis Techniques . . . 171
9.1 Spatial Analysis Objectives . . . . . 171
9.2 Simple Geological Volumes and Intersections . . 173
9.3 Volumes Defined by an Isosurface of a Variable . . 175
9.4 Manipulation of Spatial Variations . . . . 178
9.5 Visualization Techniques . . . . . 180
9.6 Excavation Design Applications . . . . 182
10 Uncertainty, Sampling Control and Risk Assessment . 185
10.1 The Implications of Geostatistical Uncertainty . . 185
10.2 Sampling Considerations and Optimum Sample Locations . 188
10.3 Risk Assessment Based on Uncertainty . . . 190
10.4 The Application of Probability Isosurfaces . . . 193
10.5 Geostatistical Prediction of Geological Surfaces . . 195
10.6 Other Sources of Geological Uncertainty . . . 197
10.7 Visualization of Uncertainty . 200
X Table of Contents
Part II. Applications in the Geosciences
11 Subsurface Soil Contamination Assessment . . 203
11.1 Project Overview . 203
11.2 Site Investigation Records . 206
11.3 Information Review and Analysis . 206
11.4 Spatial Variability Analysis of Contaminant Samples . 208
11.5 Representation of Soil Geology . . . . 211
11.6 Geostatistical Prediction of Contamination . . . 211
11.7 Geostatistical Control of Sampling . . . . 213
11.8 Spatial Analysis of Contaminated Volumes . . . 216
11.9 Remediation Risk Assessment . 220
11.10 Project Summary . 220
12 Hazardous Waste Site Characterization and Underground
Repository Design . 223
12.1 Project Overview . 223
12.2 Site Geology and Source Information. . . . 225
12.3 Information Review and Evaluation . 228
12.4 Representation of Geological Structure . . . 228
12.5 Interpretation of Geology . 230
12.6 Modeling Geological Uncertainty . 236
12.7 Prediction of Geomechanical Properties . . . 238
12.8 Engineering Design of the Repository . . . 238
12.9 Project Summary . 238
13 Ore Deposit Evaluation and Underground Mine Planning 241
13.1 Project Overview . 241
13.2 Geology, Structure and Mineralogy of the Deposit . . 243
13.3 Project Information Base . 245
13.4 Spatial Variability Analysis of Mineral Grade Samples . 245
13.5 Geological Interpretation . 247
13.6 Prediction of Mineral Grades . . 249
13.7 Spatial Analysis of Mineral Grades . . . . 251
13.8 Ore Excavation Design . . . . . 251
13.9 Mine Development Design . 253
13.10 Mining Reserve Volumetrics . . 255
13.11 Project Summary . 257
14 Characterization and Development Planning for a Small
Oil Reservoir . 259
14.1 Project Overview . 259
14.2 Reservoir Geology and Exploration Records . . . 259
14.3 Preliminary Modeling of Member Sequence . . . 263
14.4 Detailed Modeling of Reservoir Structure . . . 263
Table of Contents XI
14.5 Geostatistical Prediction of Reservoir Properties . . 266
14.6 Pay Zone Interpretation . 269
14.7 Reservoir Evaluation . . . . . . 271
14.8 Risk Assessment . 271
14.9 Development Planning . 274
14.10 Project Summary . 276
15 Geotechnical Characterization for an Underground
Powerhouse Excavation . 277
15.1 Project Overview and Information Sources . . . 277
15.2 Structural Rock Joints and Faulting . 280
15.3 Lithology and Rock Mass Characterization . . . 283
15.4 Production of Analytical Sections . 285
15.5 Rock Reinforcement Design . 285
15.6 Project Summary . 286
16 New Directions in Spatial Prediction, Modeling and
Database Management . 287
16.1 New Directions in Geoscience Modeling . . . 287
16.2 Direct Geostatistical Prediction for Irregular Volumes . 287
16.3 Splining Techniques for Volume Representation . . 291
16.4 Conditional Simulation and Stochastic Approaches to Spatial
Prediction . 294
16.5 Evolution of a 3D Geoscience Information System (GSIS) . 295
Bibliography. 299
Index. 305 |
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| illustrated | Illustrated |
| indexdate | 2024-11-11T21:00:14Z |
| institution | BVB |
| isbn | 3540580158 0387580158 |
| language | English |
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| physical | XI, 309 S. Ill., graph. Darst. |
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| spelling | Houlding, Simon W. Verfasser (DE-588)1158241380 aut 3D geoscience modeling computer techniques for geological characterization Simon W. Houlding Berlin [u.a.] Springer 1994 XI, 309 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Modèles en géologie - Simulation, Méthodes de Geological modeling Computer simulation Dreidimensionale Computergrafik (DE-588)4133691-4 gnd rswk-swf Dreidimensionale geometrische Modellierung (DE-588)4209218-8 gnd rswk-swf Geowissenschaften (DE-588)4020288-4 gnd rswk-swf Geologie (DE-588)4020227-6 gnd rswk-swf Geologie (DE-588)4020227-6 s Dreidimensionale Computergrafik (DE-588)4133691-4 s DE-604 Geowissenschaften (DE-588)4020288-4 s Dreidimensionale geometrische Modellierung (DE-588)4209218-8 s Houlding, Simon W. (DE-588)1158241380 aut Three-D geoscience modeling HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=006567538&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Houlding, Simon W. Houlding, Simon W. 3D geoscience modeling computer techniques for geological characterization Modèles en géologie - Simulation, Méthodes de Geological modeling Computer simulation Dreidimensionale Computergrafik (DE-588)4133691-4 gnd Dreidimensionale geometrische Modellierung (DE-588)4209218-8 gnd Geowissenschaften (DE-588)4020288-4 gnd Geologie (DE-588)4020227-6 gnd |
| subject_GND | (DE-588)4133691-4 (DE-588)4209218-8 (DE-588)4020288-4 (DE-588)4020227-6 |
| title | 3D geoscience modeling computer techniques for geological characterization |
| title_alt | Three-D geoscience modeling |
| title_auth | 3D geoscience modeling computer techniques for geological characterization |
| title_exact_search | 3D geoscience modeling computer techniques for geological characterization |
| title_full | 3D geoscience modeling computer techniques for geological characterization Simon W. Houlding |
| title_fullStr | 3D geoscience modeling computer techniques for geological characterization Simon W. Houlding |
| title_full_unstemmed | 3D geoscience modeling computer techniques for geological characterization Simon W. Houlding |
| title_short | 3D geoscience modeling |
| title_sort | 3d geoscience modeling computer techniques for geological characterization |
| title_sub | computer techniques for geological characterization |
| topic | Modèles en géologie - Simulation, Méthodes de Geological modeling Computer simulation Dreidimensionale Computergrafik (DE-588)4133691-4 gnd Dreidimensionale geometrische Modellierung (DE-588)4209218-8 gnd Geowissenschaften (DE-588)4020288-4 gnd Geologie (DE-588)4020227-6 gnd |
| topic_facet | Modèles en géologie - Simulation, Méthodes de Geological modeling Computer simulation Dreidimensionale Computergrafik Dreidimensionale geometrische Modellierung Geowissenschaften Geologie |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=006567538&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT houldingsimonw 3dgeosciencemodelingcomputertechniquesforgeologicalcharacterization |