Environmental modeling: using MATLAB
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Berlin ; Heidelberg
Springer
2012
|
| Ausgabe: | 2. ed. |
| Schlagworte: | |
| Online-Zugang: | Inhaltstext Inhaltsverzeichnis |
| Beschreibung: | Literaturangaben. - Zusätzliches Online-Angebot unter http://extra.springer.com |
| Beschreibung: | XIX, 410 S. graph. Darst. 24 cm |
| ISBN: | 9783642220418 364222041X |
Internformat
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Datensatz im Suchindex
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|---|---|
| adam_text |
Titel: Environmental modeling
Autor: Holzbecher, Ekkehard
Jahr: 2012
Ekkehard Holzbecher
Environmental Modeling
Using MATLAB®
£*Spri
ringer
Contents
Part I Primer to Modeling with MATLAB®
1 Introduction. 3
1.1 Environmental Modeling Using MATLAB®. 3
1.2 Introduction to MATLAB®. 7
1.2.1 Getting Started with MATLAB®. 8
1.2.2 Matrices in MATLAB®. 15
1.2.3 Basic Matrix Operations. 19
1.3 A Simple Environmental Model. 25
1.4 MATLAB® Graphics - The Figure Editor. 29
1.5 MATLAB® Help System. 32
References. 32
2 Fundamentals of Modeling, Principles and MATLAB®. 35
2.1 Model Types. 35
2.2 Modeling Steps. 36
2.3 Fundamental Laws. 40
2.3.1 Conservation of Mass. 40
2.3.2 Conservation of Momentum. 41
2.3.3 Conservation of Energy. 41
2.4 Continuity Equation for Mass. 42
2.5 MATLAB® M-files. 46
2.6 Ifs and Loops in MATLAB®. 51
2.7 Debugging of M-files. 55
Reference. 56
3 Transport. 57
3.1 The Conservation Principle. 57
3.2 Fick's Law and Generalizations. 59
3.2.1 Diffusion. 59
3.2.2 Dispersion. 63
tvi Contents
3.3 The Transport Equation. 64
3.3.1 Mass Transport. 64
3.3.2 Fourier's Law and Heat Transport. 68
3.4 Dimensionless Formulation. 71
3.5 Boundary and Initial Conditions. 71
References. 73
4 Transport Solutions. 75
4.1 ID Transient Solution for the Infinite Domain. 75
4.2 A Simple Numerical Model. 80
4.3 Comparison Between Analytical and Numerical Solution. 88
4.4 Numerical Solution Using MATLAB® pdepe. 90
4.5 Example: ID Inflow Front. 93
References. 95
5 Transport with Decay and Degradation. 97
5.1 Decay and Degradation. 97
5.2 ID Steady State Solution. 100
5.3 Dimensionless Formulation. 102
5.4 Transient Solutions. 108
References. 110
6 Transport and Sorption. 111
6.1 Interphase Exchange. 111
6.2 Retardation. 117
6.3 Analytical Solution. 120
6.4 Numerical Solutions. 122
6.5 Slow Sorption. 126
6.6 MATLAB® Animations. 130
References. 132
7 Transport and Kinetics. 133
7.1 Introduction. 133
7.2 Law of Mass Action for Kinetic Reactions. 136
7.3 Monod, Michaelis-Menten and Blackwell Kinetics. 137
7.4 Bacteria Populations. 138
7.5 Steady States. 140
References. 145
8 Transport and Equilibrium Reactions. 147
8.1 Introductory Example. 147
8.2 The Law of Mass Action for Equilibrium Reactions. 151
8.3 Speciation Calculations. 153
8.4 Sorption and the Law of Mass Action. 157
8.5 Transport and Speciation. 160
References. 166
Contents xv;i
9 Ordinary Differential Equations: Dynamical Systems. 169
9.1 Streeter-Phelps Model for River Purification. 170
9.2 Details of Michaelis-Menten or Monod Kinetics. 173
9.3 ID Steady State Analytical Solution. 176
9.4 Redox Sequences. 184
References. 188
10 Parameter Estimation. 191
10.1 Introduction. 191
10.2 Polynomial Curve Fitting. 193
10.3 Exponential Curve Fitting. 196
10.4 Parameter Estimation with Derivatives. 198
10.5 Transport Parameter Fitting. 206
10.6 General Procedure. 209
References. 213
Part II Advanced Modeling Using MATLAB®
11 Flow Modeling. 217
11.1 The Navier-Stokes Equations for Free Fluids. 218
11.2 The Euler Equations and the Bernoulli Theorem. 224
11.3 Darcy's Law for Flow in Porous Media. 228
11.4 Flow in Unsaturated Porous Media. 232
References. 237
12 Groundwater Drawdown by Pumping. 239
12.1 Confined Aquifer. 239
12.2 Unconfined Aquifer. 242
12.3 Half-confined Aquifer. 245
12.4 Unsteady Drawdown and Well Function. 246
12.5 Automatic Transmissivity Estimation. 248
References. 252
13 Aquifer Baseflow and 2D Meshing. 253
13.1 ID Analysis. 253
13.2 ID Implementation. 255
13.3 2D Implementation. 257
13.4 Meshs and Grids. 260
Reference. 263
14 Potential and Flow Visualization. 265
14.1 Definition and First Examples. 265
14.2 Potential and Real World Variables. 268
14.3 Example: Groundwater Baseflow and Well. 270
14.4 MATLAB® 2D Graphics. 273
14.5 MATLAB® 3D Graphics. 278
References. 279
xviii Contents
15 Streamfunction and Complex Potential. 281
15.1 Streamfunction. 281
15.2 The Principle of Superposition. 285
15.2.1 The Doublette. 286
15.2.2 Mirror Wells. 287
15.3 Complex Analysis and Complex Potential. 291
15.4 Example: Vortices or Wells Systems. 295
15.5 Example: Thin Objects in Potential Flow. 299
References. 301
16 2D and 3D Transport Solutions (Gaussian Puffs and Plumes). 303
16.1 Introduction. 303
16.2 2D Instantaneous Line Source. 308
16.3 2D Constant Line Source. 309
16.4 3D Instanteneous Source. 309
16.5 3D Constant Source. 311
References. 315
17 Image Processing and Geo-Referencing. 317
17.1 Introduction. 317
17.2 Reading and Display. 318
17.3 Geo-Referencing. 319
17.4 Digitizing. 322
17.5 MATLAB® Functions. 324
References. 325
18 Compartment Graphs and Linear Systems. 327
18.1 Compartments and Graphs. 327
18.2 Linear Systems. 331
18.3 Eigenvalues and Phase Space. 341
References. 346
19 Nonlinear Systems. 347
19.1 Logistic Growth. 347
19.2 Competing Species. 350
19.3 Predator-Prey Models. 356
19.4 Chaos (Lorenz Attractor). 360
References. 362
20 Graphical User Interfaces. 363
20.1 The MATLAB® Guide. 363
20.2 The Transport GUI. 371
References. 375
21 Numerical Methods: Finite Differences. 377
21.1 Introductory Example. 378
21.2 Finite Differences. 381
21.3 A Finite Difference Example. 386
Contents
21.4 Solution for the 2D Poisson equation. 389
21.5 Solution for the 2D Diffusion-Decay Equation. 392
References. 393
Supplements. 395
Supplement 1: MATLAB® Data Import. 395
Supplement 2: Data Export. 398
Supplement 3: Data Presentation in a Histogram. 398
Epilogue. 399
References. 400
MATLAB1 Command Index. 401
Companion Software List. 405
Index. 407 |
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| discipline | Allgemeine Naturwissenschaft Informatik Wirtschaftswissenschaften |
| edition | 2. ed. |
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| spelling | Holzbecher, Ekkehard 1954- Verfasser (DE-588)120338637 aut Environmental modeling using MATLAB Ekkehard Holzbecher 2. ed. Berlin ; Heidelberg Springer 2012 XIX, 410 S. graph. Darst. 24 cm txt rdacontent n rdamedia nc rdacarrier Literaturangaben. - Zusätzliches Online-Angebot unter http://extra.springer.com MATLAB (DE-588)4329066-8 gnd rswk-swf Modellierung (DE-588)4170297-9 gnd rswk-swf Umweltwissenschaften (DE-588)4137364-9 gnd rswk-swf Umweltwissenschaften (DE-588)4137364-9 s Modellierung (DE-588)4170297-9 s MATLAB (DE-588)4329066-8 s DE-604 X:MVB text/html http://deposit.dnb.de/cgi-bin/dokserv?id=3831179&prov=M&dok_var=1&dok_ext=htm Inhaltstext HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027240929&sequence=000004&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Holzbecher, Ekkehard 1954- Environmental modeling using MATLAB MATLAB (DE-588)4329066-8 gnd Modellierung (DE-588)4170297-9 gnd Umweltwissenschaften (DE-588)4137364-9 gnd |
| subject_GND | (DE-588)4329066-8 (DE-588)4170297-9 (DE-588)4137364-9 |
| title | Environmental modeling using MATLAB |
| title_auth | Environmental modeling using MATLAB |
| title_exact_search | Environmental modeling using MATLAB |
| title_full | Environmental modeling using MATLAB Ekkehard Holzbecher |
| title_fullStr | Environmental modeling using MATLAB Ekkehard Holzbecher |
| title_full_unstemmed | Environmental modeling using MATLAB Ekkehard Holzbecher |
| title_short | Environmental modeling |
| title_sort | environmental modeling using matlab |
| title_sub | using MATLAB |
| topic | MATLAB (DE-588)4329066-8 gnd Modellierung (DE-588)4170297-9 gnd Umweltwissenschaften (DE-588)4137364-9 gnd |
| topic_facet | MATLAB Modellierung Umweltwissenschaften |
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