GSLIB: geostatistical software library and user's guide
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
New York [u.a.]
Oxford Univ. Press
1998
|
| Ausgabe: | 2. ed. |
| Schriftenreihe: | Applied geostatistics series
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | X, 369 S. Ill., graph. Darst. 1 CD-Rom (12 cm) |
| ISBN: | 9780195100150 0195100158 |
Internformat
MARC
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| 100 | 1 | |a Deutsch, Clayton V. |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a GSLIB |b geostatistical software library and user's guide |c Clayton V. Deutsch ; André G. Journel |
| 250 | |a 2. ed. | ||
| 264 | 1 | |a New York [u.a.] |b Oxford Univ. Press |c 1998 | |
| 300 | |a X, 369 S. |b Ill., graph. Darst. |e 1 CD-Rom (12 cm) | ||
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| 337 | |b n |2 rdamedia | ||
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| 490 | 0 | |a Applied geostatistics series | |
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| 650 | 4 | |a Geologie | |
| 650 | 4 | |a Geology |x Data processing | |
| 650 | 4 | |a Geology |x Statistical methods | |
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Datensatz im Suchindex
| _version_ | 1804127215888105472 |
|---|---|
| adam_text | Contents
I Introduction 3
I.I About the Source Code ..................... 6
II Getting Started 9
II. 1 Geostatistical Concepts: A Review............... 9
11.1.1 The Random Function Concept............. 11
11.1.2 Inference and Stationarity................ 12
11.1.3 Variogram......................... 13
11.1.4 Kriging.......................... 14
11.1.5 Stochastic Simulation.................. 18
11.2 GSLIB Conventions ....................... 20
11.2.1 Computer Requirements................. 20
11.2.2 Data Files......................... 21
11.2.3 Grid Definition...................... 22
11.2.4 Program Execution and Parameter Files........ 23
11.2.5 Machine Precision.................... 24
11.3 Variogram Model Specification................. 24
11.3.1 A Straightforward 2D Example............. 29
11.3.2 A 2D Example with Zonal Anisotropy......... 30
11.4 Search Strategies......................... 32
11.5 Data Sets............................. 37
11.6 Problem Set One: Data Analysis................ 40
III Variograms 43
111.1 Measures of Spatial Variability................. 43
111.2 GSLIB Variogram Programs................... 47
111.3 Regularly Spaced Data gam................... 50
111.4 Irregularly Spaced Data gamv.................. 53
111.5 Variogram Maps varmap..................... 55
111.6 Application Notes ........................ 57
111.7 Problem Set Two: Variograms ................. 62
vii
vin
CONTENTS
IV Kriging 63
IV.l Kriging with GSLIB....................... 63
IV.1.1 Simple Kriging...................... 64
IV.l.2 Ordinary Kriging.................... 65
IV.l.3 Kriging with a Trend Model.............. 66
IV.1.4 Kriging the Trend.................... 69
IV.1.5 Kriging with an External Drift............. 70
IV.1.6 Factorial Kriging .................... 71
IV.1.7 Cokriging......................... 73
IV.1.8 Nonlinear Kriging.................... 75
IV.1.9 Indicator Kriging.................... 76
IV.1.10 Indicator Cokriging................... 86
IV.l.11 Probability Kriging................... 87
IV. 1.12 Soft Kriging: The Markov-Bayes Model........ 88
IV.l.13 Block Kriging...................... 92
IV.l.14 Cross Validation..................... 94
IV.2 A Straightforward 2D Kriging Program kb2d......... 95
IV.3 A Flexible 3D Kriging Program kt3d.............. 96
IV.4 Cokriging Program cokb3d................... 100
IV.5 Indicator Kriging Program ik3d ................ 103
IV.6 Application Notes ........................ 106
IV.7 Problem Set Three: Kriging................... 108
IV.8 Problem Set Four: Cokriging.................. 115
IV.9 Problem Set Five: Indicator Kriging.............. 116
V Simulation 119
V.I Principles of Stochastic Simulation............... 119
V.l.l Reproduction of Major Heterogeneities......... 122
V.l.2 Joint Simulation of Several Variables.......... 123
V.l.3 The Sequential Simulation Approach.......... 125
V.1.4 Error Simulation..................... 127
V.l.5 Questions of Ergodicity................. 128
V.1.6 Going Beyond a Discrete CDF............. 134
V.2 Gaussian-Related Algorithms.................. 139
V.2.1 Normal Score Transform................. 141
V.2.2 Checking for Bivariate Normality............ 142
V.2.3 Sequential Gaussian Simulation............. 144
V.2.4 LU Decomposition Algorithm.............. 146
V.2.5 The Turning Band Algorithm.............. 147
V.2.6 Multiple Truncations of a Gaussian Field ........ 148
V.3 Indicator-Based Algorithms................... 149
V.3.1 Simulation of Categorical Variables........... 151
V.3.2 Simulation of Continuous Variables........... 152
V.4 p-Field Simulation........................ 155
V.5 Boolean Algorithms ....................... 156
CONTENTS ix
V.6 Simulated Annealing....................... 158
V.6.1 Simulation by Simulated Annealing........... 159
V.6.2 Postprocessing with Simulated Annealing....... 166
V.6.3 Iterative Simulation Techniques............. 167
V.7 Gaussian Simulation Programs................. 169
V.7.1 LU Simulation lusim ........... ....... 169
V.7.2 Sequential Gaussian Simulation sgsim......... 170
V.7.3 Multiple Truncations of a Gaussian Field gt s im. . . . 174
V.8 Sequential Indicator Simulation Programs........... 175
V.8.1 Indicator Simulation sisim............... 175
V.8.2 p-Field Simulation pf sim................ 181
V.9 A Boolean Simulation Program ellipsim........... 182
V.10 Simulated Annealing Programs................. 183
V.10.1 Simulated Annealing sas im............... 183
V.10.2 An Annealing Postprocessor anneal.......... 187
V.ll Application Notes ........................ 189
V.12 Problem Set Six: Simulation................... 191
VI Other Useful Programs 199
VI. 1 PostScript Display........................ 199
VI.1.1 Location Maps locmap................. 201
VI. 1.2 Gray- and Color-Scale Maps pixelplt........ 202
VI. 1.3 Histograms and Statistics histplt .......... 204
VI. 1.4 Normal Probability Plots probplt........... 206
VI.1.5 Q-Q and P-P plots qpplt................ 207
VI. 1.6 Bivariate Scatterplots and Analysis scatplt..... 208
VI.1.7 Smoothed Scatterplot Display bivplt......... 210
VI. 1.8 Variogram Plotting vargplt.............. 211
VI.2 Utility Programs......................... 211
VI.2.1 Coordinates addcoord and rotcoord......... 211
VI.2.2 Cell Declustering declus................ 213
VI.2.3 Histogram and Scattergram Smoothing........ 214
VI.2.4 Random Drawing draw................. 222
VI.2.5 Normal Score Transformation nscore......... 223
VI.2.6 Normal Score Back Transformation backtr...... 226
VI.2.7 General Transformation trans............. 227
VI.2.8 Variogram Values from a Model vmodel........ 230
VI.2.9 Gaussian Indicator Variograms bigaus........ 231
VI.2.10 Library of Linear System Solvers............ 232
VI.2.11 Bivariate Calibration bicalib............. 235
VI.2.12 Postprocessing of IK Results postik ......... 236
VI.2.13 Postprocessing of Simulation Results postsim .... 239
CONTENTS
Appendices
A Partial Solutions to Problem Sets 241
A.I Problem Set One: Data Analysis................ 241
A.2 Problem Set Two: Variograms ................. 253
A.3 Problem Set Three: Kriging................... 266
A.4 Problem Set Four: Cokriging.................. 271
A.5 Problem Set Five: Indicator Kriging.............. 283
A.6 Problem Set Six: Simulations.................. 296
B Software Installation 325
B.I Installation............................ 325
B.2 Troubleshooting.......................... 327
C Programming Conventions 329
C.I General.............................. 329
C.2 Dictionary of Variable Names.................. 330
C.3 Reference Lists of Parameter Codes............... 336
D Alphabetical Listing of Programs 339
E List of Acronyms and Notations 341
E.I Acronyms............................. 341
E.2 Common Notation........................ 342
Bibliography 347
Index 363
|
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| classification_tum | GEO 304f |
| ctrlnum | (OCoLC)41500106 (DE-599)BVBBV012567995 |
| discipline | Geowissenschaften Geographie |
| edition | 2. ed. |
| format | Book |
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| isbn | 9780195100150 0195100158 |
| language | English |
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| spelling | Deutsch, Clayton V. Verfasser aut GSLIB geostatistical software library and user's guide Clayton V. Deutsch ; André G. Journel 2. ed. New York [u.a.] Oxford Univ. Press 1998 X, 369 S. Ill., graph. Darst. 1 CD-Rom (12 cm) txt rdacontent n rdamedia nc rdacarrier Applied geostatistics series Datenverarbeitung Geologie Geology Data processing Geology Statistical methods Statistik (DE-588)4056995-0 gnd rswk-swf Software (DE-588)4055382-6 gnd rswk-swf Geologie (DE-588)4020227-6 gnd rswk-swf Geostatistik (DE-588)4020279-3 gnd rswk-swf Datenanalyse (DE-588)4123037-1 gnd rswk-swf Geostatistik (DE-588)4020279-3 s Software (DE-588)4055382-6 s DE-604 Geologie (DE-588)4020227-6 s Statistik (DE-588)4056995-0 s Datenanalyse (DE-588)4123037-1 s 1\p DE-604 Journel, André G. Verfasser aut HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=008534331&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Deutsch, Clayton V. Journel, André G. GSLIB geostatistical software library and user's guide Datenverarbeitung Geologie Geology Data processing Geology Statistical methods Statistik (DE-588)4056995-0 gnd Software (DE-588)4055382-6 gnd Geologie (DE-588)4020227-6 gnd Geostatistik (DE-588)4020279-3 gnd Datenanalyse (DE-588)4123037-1 gnd |
| subject_GND | (DE-588)4056995-0 (DE-588)4055382-6 (DE-588)4020227-6 (DE-588)4020279-3 (DE-588)4123037-1 |
| title | GSLIB geostatistical software library and user's guide |
| title_auth | GSLIB geostatistical software library and user's guide |
| title_exact_search | GSLIB geostatistical software library and user's guide |
| title_full | GSLIB geostatistical software library and user's guide Clayton V. Deutsch ; André G. Journel |
| title_fullStr | GSLIB geostatistical software library and user's guide Clayton V. Deutsch ; André G. Journel |
| title_full_unstemmed | GSLIB geostatistical software library and user's guide Clayton V. Deutsch ; André G. Journel |
| title_short | GSLIB |
| title_sort | gslib geostatistical software library and user s guide |
| title_sub | geostatistical software library and user's guide |
| topic | Datenverarbeitung Geologie Geology Data processing Geology Statistical methods Statistik (DE-588)4056995-0 gnd Software (DE-588)4055382-6 gnd Geologie (DE-588)4020227-6 gnd Geostatistik (DE-588)4020279-3 gnd Datenanalyse (DE-588)4123037-1 gnd |
| topic_facet | Datenverarbeitung Geologie Geology Data processing Geology Statistical methods Statistik Software Geostatistik Datenanalyse |
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