Sampling techniques for forest inventories:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Boca Raton, FL
Chapman and Hall/CRC Press
2008
|
| Schriftenreihe: | Applied environmental statistics
4 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis Inhaltsverzeichnis |
| Beschreibung: | Includes bibliographical references and index |
| Beschreibung: | XV, 256 S. graph. Darst., Kt. |
| ISBN: | 9781584889762 |
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Datensatz im Suchindex
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| adam_text | SAMPLING TECHNIQUES FOR FOREST INVENTORIES / MANDALLAZ, DANIEL : 2007
TABLE OF CONTENTS / INHALTSVERZEICHNIS SAMPLING NITE POPULATIONS:
THE ESSENTIALS SAMPLING NITE POPULATIONS: ADVANCED TOPICS FOREST
INVENTORY: ONE-PHASE SAMPLING SCHEMES FOREST INVENTORY: TWO-PHASE
SAMPLING SCHEMES FOREST INVENTORY: ADVANCED TOPICS GEOSTATISTICS CASE
STUDY 147 OPTIMAL SAMPLING SCHEMES FOR FOREST INVENTORY THE SWISS
NATIONAL FOREST INVENTORY ESTIMATING CHANGE AND GROWTH
TRANSECT-SAMPLING. DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
Titel: Sampling techniques for forest inventories
Autor: Mandallaz, Daniel
Jahr: 2008
Contents
Preface xi
Acknowledgments xv
1 Introduction and terminology 1
2 Sampling finite populations: the essentials 3
2.1 Sampling schemes and inclusion probabilities 3
2.2 The Horvitz-Thompson estimator 4
2.3 Simple random sampling without replacement 8
2.4 Poisson sampling 10
2.5 Unequal probability sampling with replacement 11
2.G Estimation of ratios 12
2.7 Stratification and post-stratification 16
2.8 Two-stage sampling 19
2.9 Single-stage cluster-sampling 23
2.10 Systematic sampling 27
2.11 Exercises 27
3 Sampling finite populations: advanced topics 31
3.1 Three-stage element sampling 31
3.2 Abstract nonsense and elephants 38
3.3 Model-assisted estimation procedures 40
3.4 Exercises 50
vii
viii CONTENTS
4 Forest Inventory: one-phase sampling schemes 53
4.1 Generalities 53
4.2 One-phase one-stage simple random sampling scheme 55
4.3 One-phase one-stage cluster random sampling scheme 65
4.4 One-phase two-stage simple random sampling 69
4.5 One-phase two-stage cluster random sampling 73
4.6 Exercises 75
5 Forest Inventory: two-phase sampling schemes 79
5.1 Two-phase one-stage simple random sampling 79
5.2 Two-phase two-stage simple random sampling 81
5.3 Two-phase one-stage cluster random sampling 86
5.4 Two-phase two-stage cluster random sampling 87
5.5 Internal linear models in two-phase sampling 89
5.6 Remarks on systematic sampling 92
5.7 Exercises 94
6 Forest Inventory: advanced topics 97
6.1 The model-dependent approach 97
6.2 Model-assisted approach 109
6.3 Small-area estimation 119
6.4 Modeling relationships 121
6.5 Exercises 134
7 Geostatistics 135
7.1 Variograms 135
7.2 Ordinary Kriging 138
7.3 Kriging with sampling error 141
7.4 Double Kriging for two-phase sampling schemes 142
7.5 Exercises 145
8 Case Study
147
CONTENTS ix
9 Optimal sampling schemes for forest inventory 155
9.1 Preliminaries 155
9.2 Anticipated variance under the local Poisson model 156
9.3 Optimal one-phase one-stage sampling schemes 159
9.4 Discrete approximations of PPS 161
9.5 Optimal one-phase two-stage sampling schemes 164
9.6 Optimal two-phase sampling schemes 167
9.7 Exercises 174
10 The Swiss National Forest Inventory 177
11 Estimating change and growth 185
11.1 Exorcises 194
12 Transect-Sampling 195
12.1 Generalities 195
12.2 IUR transect-sampling 196
12.3 PPL transect-sampling 201
12.4 Transects with fixed length 205
12.5 Buffon s needle problem 206
12.6 Exercises 209
Appendices
A Simulations 211
A-l Preliminaries 211
A.2 Simple random sampling 211
A.3 Systematic cluster sampling 213
A.4 Two-phase simple systematic sampling 213
A.5 Figures 215
B Conditional expectations and variances 221
X CONTENTS
C Solutions to selected exercises 225
C.l Chapter 2 225
C.2 Chapter 3 229
C.3 Chapter 4 230
C.4 Chapter 5 234
C.5 Chapter 6 234
C.6 Chapter 7 236
C.7 Chapter 9 237
C.8 Chapter 11 243
C.9 Chapter 12 244
Bibliography 247
Index
253
|
| adam_txt |
SAMPLING TECHNIQUES FOR FOREST INVENTORIES / MANDALLAZ, DANIEL : 2007
TABLE OF CONTENTS / INHALTSVERZEICHNIS SAMPLING NITE POPULATIONS:
THE ESSENTIALS SAMPLING NITE POPULATIONS: ADVANCED TOPICS FOREST
INVENTORY: ONE-PHASE SAMPLING SCHEMES FOREST INVENTORY: TWO-PHASE
SAMPLING SCHEMES FOREST INVENTORY: ADVANCED TOPICS GEOSTATISTICS CASE
STUDY 147 OPTIMAL SAMPLING SCHEMES FOR FOREST INVENTORY THE SWISS
NATIONAL FOREST INVENTORY ESTIMATING CHANGE AND GROWTH
TRANSECT-SAMPLING. DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
Titel: Sampling techniques for forest inventories
Autor: Mandallaz, Daniel
Jahr: 2008
Contents
Preface xi
Acknowledgments xv
1 Introduction and terminology 1
2 Sampling finite populations: the essentials 3
2.1 Sampling schemes and inclusion probabilities 3
2.2 The Horvitz-Thompson estimator 4
2.3 Simple random sampling without replacement 8
2.4 Poisson sampling 10
2.5 Unequal probability sampling with replacement 11
2.G Estimation of ratios 12
2.7 Stratification and post-stratification 16
2.8 Two-stage sampling 19
2.9 Single-stage cluster-sampling 23
2.10 Systematic sampling 27
2.11 Exercises 27
3 Sampling finite populations: advanced topics 31
3.1 Three-stage element sampling 31
3.2 Abstract nonsense and elephants 38
3.3 Model-assisted estimation procedures 40
3.4 Exercises 50
vii
viii CONTENTS
4 Forest Inventory: one-phase sampling schemes 53
4.1 Generalities 53
4.2 One-phase one-stage simple random sampling scheme 55
4.3 One-phase one-stage cluster random sampling scheme 65
4.4 One-phase two-stage simple random sampling 69
4.5 One-phase two-stage cluster random sampling 73
4.6 Exercises 75
5 Forest Inventory: two-phase sampling schemes 79
5.1 Two-phase one-stage simple random sampling 79
5.2 Two-phase two-stage simple random sampling 81
5.3 Two-phase one-stage cluster random sampling 86
5.4 Two-phase two-stage cluster random sampling 87
5.5 Internal linear models in two-phase sampling 89
5.6 Remarks on systematic sampling 92
5.7 Exercises 94
6 Forest Inventory: advanced topics 97
6.1 The model-dependent approach 97
6.2 Model-assisted approach 109
6.3 Small-area estimation 119
6.4 Modeling relationships 121
6.5 Exercises 134
7 Geostatistics 135
7.1 Variograms 135
7.2 Ordinary Kriging 138
7.3 Kriging with sampling error 141
7.4 Double Kriging for two-phase sampling schemes 142
7.5 Exercises 145
8 Case Study
147
CONTENTS ix
9 Optimal sampling schemes for forest inventory 155
9.1 Preliminaries 155
9.2 Anticipated variance under the local Poisson model 156
9.3 Optimal one-phase one-stage sampling schemes 159
9.4 Discrete approximations of PPS 161
9.5 Optimal one-phase two-stage sampling schemes 164
9.6 Optimal two-phase sampling schemes 167
9.7 Exercises 174
10 The Swiss National Forest Inventory 177
11 Estimating change and growth 185
11.1 Exorcises 194
12 Transect-Sampling 195
12.1 Generalities 195
12.2 IUR transect-sampling 196
12.3 PPL transect-sampling 201
12.4 Transects with fixed length 205
12.5 Buffon's needle problem 206
12.6 Exercises 209
Appendices
A Simulations 211
A-l Preliminaries 211
A.2 Simple random sampling 211
A.3 Systematic cluster sampling 213
A.4 Two-phase simple systematic sampling 213
A.5 Figures 215
B Conditional expectations and variances 221
X CONTENTS
C Solutions to selected exercises 225
C.l Chapter 2 225
C.2 Chapter 3 229
C.3 Chapter 4 230
C.4 Chapter 5 234
C.5 Chapter 6 234
C.6 Chapter 7 236
C.7 Chapter 9 237
C.8 Chapter 11 243
C.9 Chapter 12 244
Bibliography 247
Index
253 |
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| spelling | Mandallaz, Daniel Verfasser aut Sampling techniques for forest inventories Daniel Mandallaz Boca Raton, FL Chapman and Hall/CRC Press 2008 XV, 256 S. graph. Darst., Kt. txt rdacontent n rdamedia nc rdacarrier Applied environmental statistics 4 Includes bibliographical references and index Inventaires forestiers Forest surveys Stichprobennahme (DE-588)4183250-4 gnd rswk-swf Waldinventur (DE-588)4064394-3 gnd rswk-swf Waldinventur (DE-588)4064394-3 s Stichprobennahme (DE-588)4183250-4 s b DE-604 Applied environmental statistics 4 (DE-604)BV023202495 4 LoC Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=016388717&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=016388717&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Mandallaz, Daniel Sampling techniques for forest inventories Applied environmental statistics Inventaires forestiers Forest surveys Stichprobennahme (DE-588)4183250-4 gnd Waldinventur (DE-588)4064394-3 gnd |
| subject_GND | (DE-588)4183250-4 (DE-588)4064394-3 |
| title | Sampling techniques for forest inventories |
| title_auth | Sampling techniques for forest inventories |
| title_exact_search | Sampling techniques for forest inventories |
| title_exact_search_txtP | Sampling techniques for forest inventories |
| title_full | Sampling techniques for forest inventories Daniel Mandallaz |
| title_fullStr | Sampling techniques for forest inventories Daniel Mandallaz |
| title_full_unstemmed | Sampling techniques for forest inventories Daniel Mandallaz |
| title_short | Sampling techniques for forest inventories |
| title_sort | sampling techniques for forest inventories |
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