Environmental data analysis: methods and applications
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Berlin
De Gruyter
[2017]
|
| Schlagworte: | |
| Online-Zugang: | http://www.degruyter.com/search?f_0=isbnissn&q_0=9783110430011&searchTitles=true Inhaltsverzeichnis |
| Beschreibung: | IX, 323 S. Diagramme |
| ISBN: | 9783110430011 9783110424911 3110430010 |
Internformat
MARC
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| 100 | 1 | |a Zhang, Zhihua |d 1979- |e Verfasser |0 (DE-588)1127791818 |4 aut | |
| 245 | 1 | 0 | |a Environmental data analysis |b methods and applications |c Zhihua Zhang |
| 264 | 1 | |a Berlin |b De Gruyter |c [2017] | |
| 300 | |a IX, 323 S. |b Diagramme | ||
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Datensatz im Suchindex
| _version_ | 1823676319000428544 |
|---|---|
| adam_text |
CONTENTS
PREFACE
1
1.1
1.2
1.3
1.4
1.5
1.6
1.7
2
2.1
2.2
2.3
2.4
2.5
2.6
2.7
2.8
3
3.1
3.2
3.3
3.4
3.5
3.6
4
4.1
4.2
4.3
4.4
4.5
4.6
URNE SERIES ANALYSIS * 1
STATIONARY TIME SERIES * 1
PREDICTION OF TIME SERIES * 6
SPECTRAL ANALYSIS * 13
AUTOREGRESSIVE MOVING AVERAGE MODELS * 17
PREDICTION AND MODELING OF ARMA PROCESSES * 26
MULTIVARIATE ARMA PROCESSES * 34
STATE-SPACE MODELS * 39
CHAOS AND DYNAMICAL SYSTEMS
* 45
DYNAMICAL SYSTEMS * 45
HENON AND LOGISTIC MAPS * 46
LYAPUNOV EXPONENTS
----
50
FRACTAL DIMENSION * 51
PREDICTION * 55
DELAY EMBEDDING VECTORS
----
56
SINGULAR SPECTRUM ANALYSIS * 57
RECURRENCE NETWORKS * 58
APPROXIMATION * 63
TRIGONOMETRIC APPROXIMATION
----
63
MULTIVARIATE APPROXIMATION AND DIMENSIONALITY REDUCTION
----
72
POLYNOMIAL APPROXIMATION * 76
SPLINE APPROXIMATION AND RATIONAL APPROXIMATION
----
82
WAVELET APPROXIMATION
----
86
GREEDY ALGORITHMS * 98
INTERPOLATION * 102
CURVE FITTING
----
102
LAGRANGE INTERPOLATION
----
106
HERMITE INTERPOLATION * 110
SPLINE INTERPOLATION * 112
TRIGONOMETRIC INTERPOLATION AND FAST FOURIER TRANSFORM * 116
BIVARIATE INTERPOLATION
----
118
VIII **- CONTENTS
5 STATISTICAL METHODS * 122
5.1 LINEAR REGRESSION
----
122
5.2 MULTIPLE REGRESSION * 125
5.3 CASE STUDY: TREE-RING-BASED CLIMATE RECONSTRUCTIONS* 128
5.4 COVARIANCE ANALYSIS * 131
5.5 DISCRIMINANT ANALYSIS * 132
5.6 CLUSTER ANALYSIS * 137
5.7 PRINCIPAL COMPONENT ANALYSIS * 139
5.8 CANONICAL CORRELATION ANALYSIS * 142
5.9 FACTOR ANALYSIS * 143
6 NUMERICAL METHODS * 148
6.1 NUMERICAL INTEGRATION
----
148
6.2 NUMERICAL DIFFERENTIATION * 152
6.3 ITERATIVE METHODS * 155
6.4 DIFFERENCE METHODS
----
163
6.5 FINITE ELEMENT METHODS
----
167
6.6 WAVELET METHODS
----
176
7 OPTIMIZATION * 185
7.1 NEWTON*S METHOD AND STEEPEST DESCENT METHOD * 185
7.2 THE VARIATIONAL METHOD
----
192
7.3 THE SIMPLEX METHOD
----
198
7.4 FERMAT RULES
----
222
7.5 KARUSH-KUHN-TUCKER OPTIMALITY CONDITIONS
----
225
7.6 PRIMAL AND DUAL PAIRS OF LINEAR OPTIMIZATION
----
233
7.7 CASE STUDIES * 240
8 DATA ENVELOPMENT ANALYSIS * 243
8.1 CHARNES-COOPER-RHODES DEA MODELS * 243
8.2 BANKER-CHARNES-COOPER DEA MODELS * 252
8.3 ONE-STAGE AND TWO-STAGE METHODS
-----
255
8.4 ADVANCED DEA MODELS
----
257
8.5 SOFTWARE AND CASE STUDIES
----
264
9 RISK ASSESSMENTS * 267
9.1 DECISION RULES UNDER UNCERTAINTY * 267
9.2 DECISION TREES
----
271
9.3 FRACTILE AND TRIANGULAR METHODS
-----
274
9.4 THE E-CONSTRAINT METHOD * 282
9.5 THE UNCERTAINTY SENSITIVITY INDEX METHOD * 287
9.6 THE PARTITIONED MULTIOBJECTIVE RISK METHOD
----
291
9.7
9.8
9.9
9.10
10
10.1
10.2
10.3
10.4
INDEX
THE MULTIOBJECTIVE MULTISTAGE IMPACT ANALYSIS METHOD * 294
MULTIOBJECTIVE RISK IMPACT ANALYSIS METHOD * 296
THE LESLIE MODEL
----
304
LEONTIEF*S AND INOPERABILITY INPUT-OUTPUT MODELS * 307
LIFE CYCLE ASSESSMENTS * 312
CLASSIC LIFE CYCLE ASSESSMENT * 312
EXERGETIC LIFE CYCLE ASSESSMENT * 315
ECOLOGICALLY-BASED LIFE CYCLE ASSESSMENT * 316
CASE STUDIES * 318
- 3 2 1 |
| any_adam_object | 1 |
| author | Zhang, Zhihua 1979- |
| author_GND | (DE-588)1127791818 |
| author_facet | Zhang, Zhihua 1979- |
| author_role | aut |
| author_sort | Zhang, Zhihua 1979- |
| author_variant | z z zz |
| building | Verbundindex |
| bvnumber | BV043858673 |
| classification_rvk | RB 10103 ST 530 |
| ctrlnum | (OCoLC)934811989 (DE-599)DNB1080839798 |
| dewey-full | 510 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 510 - Mathematics |
| dewey-raw | 510 |
| dewey-search | 510 |
| dewey-sort | 3510 |
| dewey-tens | 510 - Mathematics |
| discipline | Informatik Mathematik Geographie |
| format | Book |
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| id | DE-604.BV043858673 |
| illustrated | Not Illustrated |
| indexdate | 2025-02-10T13:14:26Z |
| institution | BVB |
| institution_GND | (DE-588)10095502-2 |
| isbn | 9783110430011 9783110424911 3110430010 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-029268833 |
| oclc_num | 934811989 |
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| owner_facet | DE-29T DE-634 DE-92 DE-12 DE-20 |
| physical | IX, 323 S. Diagramme |
| psigel | BSBnichtopac |
| publishDate | 2017 |
| publishDateSearch | 2017 |
| publishDateSort | 2017 |
| publisher | De Gruyter |
| record_format | marc |
| spelling | Zhang, Zhihua 1979- Verfasser (DE-588)1127791818 aut Environmental data analysis methods and applications Zhihua Zhang Berlin De Gruyter [2017] IX, 323 S. Diagramme txt rdacontent n rdamedia nc rdacarrier Datenanalyse (DE-588)4123037-1 gnd rswk-swf Mathematisches Modell (DE-588)4114528-8 gnd rswk-swf Umweltwissenschaften (DE-588)4137364-9 gnd rswk-swf Umweltwissenschaften (DE-588)4137364-9 s Datenanalyse (DE-588)4123037-1 s Mathematisches Modell (DE-588)4114528-8 s DE-604 Walter de Gruyter GmbH & Co. KG (DE-588)10095502-2 pbl Erscheint auch als Online-Ausgabe, PDF 978-3-11-042490-4 Erscheint auch als Online-Ausgabe, EPUB 978-3-11-042498-0 http://www.degruyter.com/search?f_0=isbnissn&q_0=9783110430011&searchTitles=true Verlag DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029268833&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Zhang, Zhihua 1979- Environmental data analysis methods and applications Datenanalyse (DE-588)4123037-1 gnd Mathematisches Modell (DE-588)4114528-8 gnd Umweltwissenschaften (DE-588)4137364-9 gnd |
| subject_GND | (DE-588)4123037-1 (DE-588)4114528-8 (DE-588)4137364-9 |
| title | Environmental data analysis methods and applications |
| title_auth | Environmental data analysis methods and applications |
| title_exact_search | Environmental data analysis methods and applications |
| title_full | Environmental data analysis methods and applications Zhihua Zhang |
| title_fullStr | Environmental data analysis methods and applications Zhihua Zhang |
| title_full_unstemmed | Environmental data analysis methods and applications Zhihua Zhang |
| title_short | Environmental data analysis |
| title_sort | environmental data analysis methods and applications |
| title_sub | methods and applications |
| topic | Datenanalyse (DE-588)4123037-1 gnd Mathematisches Modell (DE-588)4114528-8 gnd Umweltwissenschaften (DE-588)4137364-9 gnd |
| topic_facet | Datenanalyse Mathematisches Modell Umweltwissenschaften |
| url | http://www.degruyter.com/search?f_0=isbnissn&q_0=9783110430011&searchTitles=true http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029268833&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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