Data analysis in vegetation ecology:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Oxford [u.a.]
Wiley-Blackwell
2010
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| Ausgabe: | 1. publ. |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Formerly CIP |
| Beschreibung: | XXII, 211 S. Ill., graph. Darst., Kt. 25 cm |
| ISBN: | 9780470661024 047066102X 9780470661017 0470661011 |
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Datensatz im Suchindex
| _version_ | 1804143311502442496 |
|---|---|
| adam_text | Titel: Data analysis in vegetation ecology
Autor: Wildi, Otto
Jahr: 2010
Contents
Preface xi
List of Figures xv
List of Tables xxi
1 Introduction 1
2 Patterns in Vegetation Ecology 5
2.1 Pattern recognition 5
2.2 Interpretation of patterns 9
2.3 Sampling for pattern recognition 11
2.3.1 Getting a sample 11
2.3.2 Organizing the data 14
3 Transformation 17
3.1 Data types 17
3.2 Scalar transformation and the species enigma 19
3.3 Vector transformation 21
3.4 Example: Transformation of plant cover data 23
25
25
27
29
30
32
33
35
35
4 Multivariate Comparison
4.1 Resemblance in multivariate space
4.2 Geometric approach
4.3 Contingency testing
4.4 Product moments
4.5 The resemblance matrix
4.6 Assessing the quality of classifications
5 Ordination
5.1 Why ordination?
l/i CONTENTS
5.2 Principal component analysis (PCA) 37
5.3 Principal coordinates analysis (PCOA) 41
5.4 Correspondence analysis (CA) 43
5.5 The horseshoe or arch effect 47
5.5.1 Origin and remedies 47
5.5.2 Comparing DCA, FSPA and NMDS 49
5.6 Ranking by orthogonal components 51
5.6.1 Method 51
5.6.2 A numerical example 53
5.6.3 A sampling design based on RANK (example) 55
6 Classification 59
6.1 Group structures 59
6.2 Linkage clustering 62
6.3 Minimum-variance clustering 64
6.4 Average-linkage clustering: UPGMA, WPGMA, UPGMC and WPGMC 66
6.5 Forming groups 67
6.6 Structured synoptic tables 69
6.6.1 The aim of ordering tables 69
6.6.2 Steps involved 70
6.6.3 Example: Ordering Ellenberg s data 72
7 Joining Ecological Patterns 75
7.1 Pattern and ecological response 75
7.2 Analysis of variance 77
7.2.1 Variance testing 77
7.2.2 Variance ranking 79
7.2.3 How to weight cover abundance (example) 80
7.3 Correlating resemblance matrices 84
7.3.1 The Mantel test 84
7.3.2 Correlograms: Moran s / 86
7.3.3 Spatiat dependence: Schlaenggli data revisited 89
7.4 Contingency tables 92
7.5 Constrained ordination 96
8 Static Explanatory Modelling 101
8.1 Predictive or explanatory? 101
8.2 The Bayes probability model 102
8.2.1 The discrete model 104
CONTENTS Vii
8.2.2 The continuous model 105
8.3 Predicting wetland vegetation (example) 106
9 Assessing Vegetation Change in Time 111
9.1 Coping with time 111
9.2 Rate of change and trend 112
9.3 Markov models 115
9.4 Space-for-time substitution 122
9.4.1 Principle and method 122
9.4.2 The Swiss National Park succession (example) 125
9.5 Dynamics in pollen diagrams (example) 127
10 Dynamic Modelling 133
10.1 Simulating time processes 135
10.2 Including space processes 141
10.3 Processes in the Swiss National Park (SNP) 142
10.3.1 The temporal model 142
10.3.2 The spatial model 145
10.3.3 Simulation results 146
11 Large Data Sets: Wetland Patterns 151
11.1 Large data sets differ 151
11.2 Phytosociology revisited 153
11.3 Suppressing outliers 156
11.4 Replacing species with new attributes 158
11.5 Large synoptic tables? 162
12 Swiss Forests: A Case Study 169
12.1 Aim of the study 169
12.2 Structure of the data set 170
12.3 Methods 172
12.4 Selected questions 175
12.4.1 Is the similarity pattern discrete or continuous? 175
12.4.2 Is there a scale effect from plot size? 176
12.4.3 Does the vegetation pattern reflect the environmental
conditions? 177
12.4.4 Is tree species distribution man-made? 178
12.4.5 Is the tree species pattern expected to change? 184
12.5 Conclusions 184
viii CONTENTS
Appendix A On Using Software 189
A.I Spreadsheets 189
A.2 Oatabases 190
A.3 Software for muLtivariate analysis 191
Appendix B Data Sets Used 193
References 195
Index 205
|
| any_adam_object | 1 |
| author | Wildi, Otto 1946- |
| author_GND | (DE-588)141260661 |
| author_facet | Wildi, Otto 1946- |
| author_role | aut |
| author_sort | Wildi, Otto 1946- |
| author_variant | o w ow |
| building | Verbundindex |
| bvnumber | BV036682138 |
| classification_rvk | WI 1500 |
| classification_tum | UMW 002f MAT 620f GEO 036f |
| ctrlnum | (OCoLC)699540296 (DE-599)HEB223653632 |
| dewey-full | 581.7 580.28 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 581 - Specific topics in natural history of plants 580 - Plants |
| dewey-raw | 581.7 580.28 |
| dewey-search | 581.7 580.28 |
| dewey-sort | 3581.7 |
| dewey-tens | 580 - Plants |
| discipline | Geowissenschaften Biologie Mathematik Umwelt |
| edition | 1. publ. |
| format | Book |
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| id | DE-604.BV036682138 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T22:45:39Z |
| institution | BVB |
| isbn | 9780470661024 047066102X 9780470661017 0470661011 |
| language | English |
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| publisher | Wiley-Blackwell |
| record_format | marc |
| spelling | Wildi, Otto 1946- Verfasser (DE-588)141260661 aut Data analysis in vegetation ecology Otto Wildi 1. publ. Oxford [u.a.] Wiley-Blackwell 2010 XXII, 211 S. Ill., graph. Darst., Kt. 25 cm txt rdacontent n rdamedia nc rdacarrier Formerly CIP Ökosystem (DE-588)4043216-6 gnd rswk-swf Biostatistik (DE-588)4729990-3 gnd rswk-swf Ökosystemforschung (DE-588)4225737-2 gnd rswk-swf Datenerhebung (DE-588)4155272-6 gnd rswk-swf Datenauswertung (DE-588)4131193-0 gnd rswk-swf Statistik (DE-588)4056995-0 gnd rswk-swf Multivariate Analyse (DE-588)4040708-1 gnd rswk-swf Pflanzenökologie (DE-588)4045575-0 gnd rswk-swf Ökologie (DE-588)4043207-5 gnd rswk-swf Mathematisches Modell (DE-588)4114528-8 gnd rswk-swf Pflanzenökologie (DE-588)4045575-0 s Statistik (DE-588)4056995-0 s DE-604 Ökosystemforschung (DE-588)4225737-2 s Datenerhebung (DE-588)4155272-6 s Datenauswertung (DE-588)4131193-0 s 1\p DE-604 Ökologie (DE-588)4043207-5 s Biostatistik (DE-588)4729990-3 s 2\p DE-604 Ökosystem (DE-588)4043216-6 s Mathematisches Modell (DE-588)4114528-8 s 3\p DE-604 Multivariate Analyse (DE-588)4040708-1 s 4\p DE-604 HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=020600983&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 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 3\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 4\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Wildi, Otto 1946- Data analysis in vegetation ecology Ökosystem (DE-588)4043216-6 gnd Biostatistik (DE-588)4729990-3 gnd Ökosystemforschung (DE-588)4225737-2 gnd Datenerhebung (DE-588)4155272-6 gnd Datenauswertung (DE-588)4131193-0 gnd Statistik (DE-588)4056995-0 gnd Multivariate Analyse (DE-588)4040708-1 gnd Pflanzenökologie (DE-588)4045575-0 gnd Ökologie (DE-588)4043207-5 gnd Mathematisches Modell (DE-588)4114528-8 gnd |
| subject_GND | (DE-588)4043216-6 (DE-588)4729990-3 (DE-588)4225737-2 (DE-588)4155272-6 (DE-588)4131193-0 (DE-588)4056995-0 (DE-588)4040708-1 (DE-588)4045575-0 (DE-588)4043207-5 (DE-588)4114528-8 |
| title | Data analysis in vegetation ecology |
| title_auth | Data analysis in vegetation ecology |
| title_exact_search | Data analysis in vegetation ecology |
| title_full | Data analysis in vegetation ecology Otto Wildi |
| title_fullStr | Data analysis in vegetation ecology Otto Wildi |
| title_full_unstemmed | Data analysis in vegetation ecology Otto Wildi |
| title_short | Data analysis in vegetation ecology |
| title_sort | data analysis in vegetation ecology |
| topic | Ökosystem (DE-588)4043216-6 gnd Biostatistik (DE-588)4729990-3 gnd Ökosystemforschung (DE-588)4225737-2 gnd Datenerhebung (DE-588)4155272-6 gnd Datenauswertung (DE-588)4131193-0 gnd Statistik (DE-588)4056995-0 gnd Multivariate Analyse (DE-588)4040708-1 gnd Pflanzenökologie (DE-588)4045575-0 gnd Ökologie (DE-588)4043207-5 gnd Mathematisches Modell (DE-588)4114528-8 gnd |
| topic_facet | Ökosystem Biostatistik Ökosystemforschung Datenerhebung Datenauswertung Statistik Multivariate Analyse Pflanzenökologie Ökologie Mathematisches Modell |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=020600983&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT wildiotto dataanalysisinvegetationecology |