MATLAB recipes for earth sciences:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Berlin [u.a.]
Springer
2010
|
| Ausgabe: | 3. ed. |
| Schlagworte: | |
| Online-Zugang: | Inhaltstext Inhaltsverzeichnis |
| Beschreibung: | XI, 336 S. Ill., graph. Darst. CD-ROM (12 cm) |
| ISBN: | 9783642127618 |
Internformat
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| 245 | 1 | 0 | |a MATLAB recipes for earth sciences |c Martin H. Trauth with contributions by Robin Gebbers and Norbert Marwan |
| 250 | |a 3. ed. | ||
| 264 | 1 | |a Berlin [u.a.] |b Springer |c 2010 | |
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Datensatz im Suchindex
| _version_ | 1805094456505925632 |
|---|---|
| adam_text |
CONTENTS DATA ANALYSIS IN EARTH SCIENCES 1 1.1 INTRODUCTION 1 1.2 DATA
COLLECTION 2 1.3 TYPESOFDATA 3 1.4 METHODS OF DATA ANALYSIS 7
INTRODUCTION TO MATLAB 11 2.1 MATLAB IN EARTH SCIENCES 11 2.2 GETTING
STARTED 12 2.3 THE SYNTAX 14 2.4 DATA STORAGE AND HANDLING 18 2.5 DATA
STRUCTURES AND CLASSES OF OBJECTS 21 2.6 SCRIPTS AND FUNCTIONS 26 2.7
BASIC VISUALIZATION TOOLS 29 2.8 GENERATING M-FILES TO REGENERATE GRAPHS
32 2.9 PUBLISHING M-FILES 35 UNIVARIATE STATISTICS 37 3.1 INTRODUCTION
37 3.2 EMPIRICAL DISTRIBUTIONS 37 3.3 EXAMPLE OF EMPIRICAL DISTRIBUTIONS
44 3.4 THEORETICAL DISTRIBUTIONS 51 3.5 EXAMPLE OF THEORETICAL
DISTRIBUTIONS 59 3.6 THET-TEST 61 3.7 THEF-TEST 66 3.8 THE 2 -TEST 70
3.9 DISTRIBUTION FITTING 73 BIBLIOGRAFISCHE INFORMATIONEN
HTTP://D-NB.INFO/1001426347 DIGITALISIERT DURCH X CONTENTS 4 BIVARIATE
STATISTICS 79 4.1 INTRODUCTION 79 4.2 PEARSON'S CORRELATION COEFFICIENT
80 4.3 CLASSICAL LINEAR REGRESSION ANALYSIS AND PREDICTION 88 4.4
ANALYZING THE RESIDUALS 92 4.5 BOOTSTRAP ESTIMATES OF THE REGRESSION
COEFFICIENTS 94 4.6 JACKKNIFE ESTIMATES OF THE REGRESSION COEFFICIENTS
95 4.7 CROSS VALIDATION 98 4.8 REDUCED MAJOR AXIS REGRESSION 99 4.9
CURVILINEAR REGRESSION 100 4.10 NONLINEAR AND WEIGHTED REGRESSION 103 5
TIME-SERIES ANALYSIS 107 5.1 INTRODUCTION 107 5.2 GENERATING SIGNALS 108
5.3 AUTO-SPECTRAL AND CROSS-SPECTRAL ANALYSIS 112 5.4 EXAMPLES OF
AUTO-SPECTRAL AND CROSS-SPECTRAL ANALYSIS 117 5.5 INTERPOLATING AND
ANALYZING UNEVENLY-SPACED DATA 126 5.6 EVOLUTIONARY POWER SPECTRUM 131
5.7 LOMB-SCARGLE POWER SPECTRUM 135 5.8 WAVELET POWER SPECTRUM 139 5.9
NONLINEAR TIME-SERIES ANALYSIS (BY N. MARWAN) 146 6 SIGNAL PROCESSING
161 6.1 INTRODUCTION 161 6.2 GENERATING SIGNALS 162 6.3 LINEAR
TIME-INVARIANT SYSTEMS 164 6.4 CONVOLUTION AND FILTERING 166 6.5
COMPARING FUNCTIONS FOR FILTERING DATA SERIES 169 6.6 RECURSIVE AND
NONRECURSIVE FILTERS 172 6.7 IMPULSE RESPONSE 173 6.8 FREQUENCY RESPONSE
176 6.9 FILTER DESIGN 182 6.10 ADAPTIVE FILTERING 185 7 SPATIAL DATA 193
7.1 TYPES OF SPATIAL DATA 193 7. CONTENTS XI 7.3 THE 2-MINUTE GRIDDED
GLOBAL RELIEF DATA ETOPO2 196 7.4 THE 30-ARC SECONDS ELEVATION MODEL
GTOPO30 199 7.5 THE SHUTTLE RADAR TOPOGRAPHY MISSION SRTM 201 7.6
GRIDDING AND CONTOURING BACKGROUND 204 7.7 GRIDDING EXAMPLE 207 7.8
COMPARISON OF METHODSAND POTENTIAL ARTIFACTS 211 7.9 STATISTICS OF POINT
DISTRIBUTIONS 216 7.10 ANALYSIS OF DIGITAL ELEVATION MODELS (BY R.
GEBBERS) 224 7.11 GEOSTATISTICS AND KRIGING (BY R. GEBBERS) 235 8 IMAGE
PROCESSING 255 8.1 INTRODUCTION 255 8.2 DATASTORAGE 256 8.3 IMPORTING,
PROCESSING AND EXPORTING IMAGES 261 8.4 IMPORTING, PROCESSING AND
EXPORTING SATELLITE IMAGES 266 8.5 GEOREFERENCING SATELLITE IMAGES 268
8.6 DIGITIZING FROM THE SCREEN 271 8.7 COLOR-INTENSITY TRANSECTS OF
VARVED SEDIMENTS 274 8.8 GRAIN SIZE ANALYSIS FROM MICROSCOPE IMAGES 279
8.9 QUANTIFYING CHARCOAL IN MICROSCOPE IMAGES 286 9 MULTIVARIATE
STATISTICS 291 9.1 INTRODUCTION 291 9.2 PRINCIPAL COMPONENT ANALYSIS 293
9.3 INDEPENDENT COMPONENT ANALYSIS (BY N. MARWAN) 300 9.4 CLUSTER
ANALYSIS 304 10 STATISTICSON DIRECTIONAL DATA 311 10.1 INTRODUCTION 311
10.2 GRAPHICAL REPRESENTATION 312 10.3 EMPIRICAL DISTRIBUTIONS 313 10.4
THEORETICAL DISTRIBUTIONS 318 10.5 TEST FOR RANDOMNESS OF DIRECTIONAL
DATA 320 10. |
| any_adam_object | 1 |
| author | Trauth, Martin H. |
| author_GND | (DE-588)128768029 |
| author_facet | Trauth, Martin H. |
| author_role | aut |
| author_sort | Trauth, Martin H. |
| author_variant | m h t mh mht |
| building | Verbundindex |
| bvnumber | BV036601634 |
| classification_rvk | ST 601 |
| classification_tum | DAT 306f |
| ctrlnum | (OCoLC)653106125 (DE-599)DNB1001426347 |
| dewey-full | 550.285 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 550 - Earth sciences |
| dewey-raw | 550.285 |
| dewey-search | 550.285 |
| dewey-sort | 3550.285 |
| dewey-tens | 550 - Earth sciences |
| discipline | Geologie / Paläontologie Informatik |
| edition | 3. ed. |
| format | Book |
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| indexdate | 2024-07-20T10:43:40Z |
| institution | BVB |
| isbn | 9783642127618 |
| language | English |
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| physical | XI, 336 S. Ill., graph. Darst. CD-ROM (12 cm) |
| publishDate | 2010 |
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| publisher | Springer |
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| spelling | Trauth, Martin H. Verfasser aut MATLAB recipes for earth sciences Martin H. Trauth with contributions by Robin Gebbers and Norbert Marwan 3. ed. Berlin [u.a.] Springer 2010 XI, 336 S. Ill., graph. Darst. CD-ROM (12 cm) txt rdacontent n rdamedia nc rdacarrier Datenanalyse (DE-588)4123037-1 gnd rswk-swf Geowissenschaften (DE-588)4020288-4 gnd rswk-swf MATLAB (DE-588)4329066-8 gnd rswk-swf Geowissenschaften (DE-588)4020288-4 s Datenanalyse (DE-588)4123037-1 s MATLAB (DE-588)4329066-8 s DE-604 Gebbers, Robin Sonstige oth Marwan, Norbert 1973- Sonstige (DE-588)128768029 oth text/html http://deposit.dnb.de/cgi-bin/dokserv?id=3452508&prov=M&dok%5Fvar=1&dok%5Fext=htm Inhaltstext DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=020522132&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Trauth, Martin H. MATLAB recipes for earth sciences Datenanalyse (DE-588)4123037-1 gnd Geowissenschaften (DE-588)4020288-4 gnd MATLAB (DE-588)4329066-8 gnd |
| subject_GND | (DE-588)4123037-1 (DE-588)4020288-4 (DE-588)4329066-8 |
| title | MATLAB recipes for earth sciences |
| title_auth | MATLAB recipes for earth sciences |
| title_exact_search | MATLAB recipes for earth sciences |
| title_full | MATLAB recipes for earth sciences Martin H. Trauth with contributions by Robin Gebbers and Norbert Marwan |
| title_fullStr | MATLAB recipes for earth sciences Martin H. Trauth with contributions by Robin Gebbers and Norbert Marwan |
| title_full_unstemmed | MATLAB recipes for earth sciences Martin H. Trauth with contributions by Robin Gebbers and Norbert Marwan |
| title_short | MATLAB recipes for earth sciences |
| title_sort | matlab recipes for earth sciences |
| topic | Datenanalyse (DE-588)4123037-1 gnd Geowissenschaften (DE-588)4020288-4 gnd MATLAB (DE-588)4329066-8 gnd |
| topic_facet | Datenanalyse Geowissenschaften MATLAB |
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