Forest growth and yield modeling:
Saved in:
| Format: | Book |
|---|---|
| Language: | English |
| Published: |
Hoboken, NJ
Wiley
2011
|
| Edition: | 1. publ. |
| Subjects: | |
| Online Access: | Cover image Inhaltsverzeichnis |
| Item Description: | Includes index. -- "Completely updated and expanded new edition of this widely cited book, Modelling Forest Growth and Yield, 2nd Edition synthesizes current scientific literature, provides insights in how models are constructed, gives suggestions for future developments, and outlines keys for successful implementation of models.The book describes current modeling approaches for predicting forest growth and yield and explores the components that comprise the various modeling approaches. It provides the reader with the tools for evaluating and calibrating growth and yield models and outlines the steps necessary for developing a forest growth and yield model"-- Provided by publisher. -- "The book describes current modeling approaches for predicting forest growth and yield and explores the components that comprise the various modeling approaches"-- Provided by publisher. |
| Physical Description: | XII, 415 S. graph. Darst. |
| ISBN: | 9780470665008 |
Staff View
MARC
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| 300 | |a XII, 415 S. |b graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 500 | |a Includes index. -- "Completely updated and expanded new edition of this widely cited book, Modelling Forest Growth and Yield, 2nd Edition synthesizes current scientific literature, provides insights in how models are constructed, gives suggestions for future developments, and outlines keys for successful implementation of models.The book describes current modeling approaches for predicting forest growth and yield and explores the components that comprise the various modeling approaches. It provides the reader with the tools for evaluating and calibrating growth and yield models and outlines the steps necessary for developing a forest growth and yield model"-- Provided by publisher. -- "The book describes current modeling approaches for predicting forest growth and yield and explores the components that comprise the various modeling approaches"-- Provided by publisher. | ||
| 650 | 4 | |a Mathematisches Modell | |
| 650 | 4 | |a Trees |x Growth |x Computer simulation | |
| 650 | 4 | |a Forest productivity |x Computer simulation | |
| 650 | 4 | |a Trees |x Growth |x Mathematical models | |
| 650 | 4 | |a Forest productivity |x Mathematical models | |
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Record in the Search Index
| _version_ | 1804148596059144192 |
|---|---|
| adam_text | Contents
Preface
xi
Acknowledgements
xiii
1
Introduction
1
1.1
Model development and validation
7
1.2
Important uses
8
1.3
Overview of the book
13
2
Indices of competition
15
2.1
Introduction
15
2.2
Two-sided competition
16
2.2.1
Distance-independent
16
2.2.2
Distance-dependent
22
2.3
One-sided competition
22
2.3.1
Distance-independent
23
2.3.2
Distance-dependent
24
2.4
Limitations
31
2.4.1
Low predictive power
32
2.4.2
Distance-independent vs. distance-dependent
32
2.4.3
Influence of sampling design
34
2.5
Summary
35
3
Forest site evaluation
37
3.1
Introduction
37
3.2
Phytocentric measures of site quality
38
3.2.1
Site index
38
3.2.2
Plant indicators
44
3.2.3
Other phytocentric measures
45
3.3
Geocentric measures of site productivity
47
3.3.1
Physiographic measures
48
УІ
CONTENTS
3.3.2
Climatic
measures *9
3.3.3
Soil measures 50
3.4
Summary
4
Whole-stand and size-class models
53
4.1
Introduction
4.2
Whole-stand models
53
4.2.1
Yield tables and equations
54
4.2.2
Compatible growth and yield equations
56
4.2.3
Systems of equations
59
4.2.4
State-space models
59
4.2.5
Transition matrix models
61
4.3
Size-class models
61
4.3.1
Stand table projection
61
4.3.2
Matrix models
64
4.3.3
Diameter-class models
66
4.3.4
Cohort models
67
4.4
Summary
68
5
Tree-level models
69
5.1
Introduction
69
5.2
Single-tree distance-dependent models
70
5.2.1
Example models
72
5.3
Tree-list distance-independent models
77
5.3.1
Example models
81
5.4
Summary
83
6
Components of tree-list models
85
6.1
Introduction
85
6.2
Diameter increment
87
6.2.1
Potential diameter increment equations with
multiplicative modifiers
89
6.2.2
Realized diameter increment equations
92
6.3
Height increment
101
6.3.1
Potential height increment equations with
multiplicative modifiers
101
6.3.2
Realized height increment equations
105
6.4
Crown recession
108
6.4.1
Individual-tree crown recession models
108
6.4.2
Branch-level crown recession models
Ш
6.5
Summary
И4
CONTENTS
vii
7
Individual-tree static equations
115
7.1
Introduction
115
7.2
Total height
115
7.3
Crown length
119
7.4
Crown width and profile
123
7.5
Stem volume and taper
127
7.6
Biomass
130
7.7
Use of static equations to predict missing values
132
7.8
Summary
137
8
Mortality
139
8.1
Introduction
139
8.2
Stand-level mortality
140
8.3
Individual-tree-level mortality
142
8.4
Mechanistic models of mortality
148
8.5
Development and application of mortality equations
148
8.6
Summary
154
9
Seeding, regeneration, and recruitment
157
9.1
Introduction
157
9.2
Seeding
158
9.2.1
Flowering and pollination
158
9.2.2
Seed production
158
9.2.3
Seed dispersal
160
9.2.4
Seed germination
160
9.3
Regeneration
161
9.4
Recruitment
163
9.4.1
Static
163
9.4.2
Dynamic
164
9.5
Summary
166
10
Linking growth models of different resolutions
169
10.1
Introduction
169
10.2
Linked stand- and size-class models
169
10.2.1
Parameter recovery
170
10.2.2
Modified stand table projection
173
10.3
Linked stand- and tree-models
174
10.3.1
Disaggregation I74
10.3.2
Constrained 180
10.3.3
Combined 181
10.4
Summary 182
viii CONTENTS
11
Modeling silvicultural treatments
183
11.1
Introduction
183
11.2
Genetic improvements
. 188
11.2.1
Stand-level
188
11.2.2
Tree-level
189
11.3
Early stand treatments
191
11.3.1
Stand-level
191
11.3.2
Tree-level
192
11.4
Thinning
193
11.4.1
Stand-level
194
11.4.2
Tree-level
204
11.5
Fertilization
208
11.5.1
Stand-level
209
11.5.2
Tree-level
217
11.6
Combined thinmng and fertilization
221
11.6.1
Stand-level
221
11.6.2
Tree-level
222
11.7
Harvesting
222
11.7.1
Stand-level
223
11.7.2
Tree-level
223
11.8
Summary
224
227
227
228
228
231
233
235
236
238
240
240
244
245
247
247
249
250
250
252
12
Process-based models
12.1
Introduction
12.2
Key physiological processes
12.2.1
Light interception
12.2.2
Photosynthesis
12.2.3
Stomatal
conductance
12.2.4
Respiration
12.2.5
Carbon allocation
12.2.6
Soil water and nutrients
12.3
Example
■
models
12.3.1
Forest-BGC
12.3.2
CenW
12.3.3
BALANCE
12.4
Limitations
12.4.1
Initialization
12.4.2
Parameterization
12.4.3
Scale
12.4.4
Sensitivity
12.5
Summary
CONTENTS ix
13 Hybrid
models of forest growth and yield
253
13.1
Introduction
253
13.2
Types of hybrid models
254
13.2.1
Statistícal
growth equations with physiologically derived covariate
254
13.2.2
Statistical growth equations with physiologically derived
external modifier
258
13.2.3
Allometric models
259
13.3
Comparison to statistical models
263
13.4
Summary
264
14
Model construction
265
14.1
Introduction
265
14.2
Data requirements
266
14.2.1
Stem analysis
266
14.2.2
Temporary plots
267
14.2.3
Permanent plots
271
14.3
Model form
279
14.4
Parameter estimation
281
14.4.1
Regression
282
14.4.2
Quantile regression
285
14.4.3
Generalized linear regression models
285
14.4.4
Mixed models
287
14.4.5
Generalized algebraic difference approach
289
14.4.6
System of equations
290
14.4.7
Bayesian
292
14.4.8
Nonparametric
292
14.4.9
Annualization
293
14.5
Summary
294
15
Model evaluation and calibration
295
15.1
Introduction
295
15.2
Model criticism
296
15.2.1
Model form and parameterization
298
15.2.2
Variable selection and model simplicity
298
15.2.3
Biological realism
299
15.2.4
Compatibility
303
15.2.5
Reliability
303
15.2.6
Adaptability
304
15.3
Model benchmarking
305
15.3.1
Statistical tests
305
15.3.2
Model error characterization
307
χ
CONTENTS
15.4
Model calibration
307
15.5
Summary
308
16
Implementation and use
311
16.1
Introduction
311
16.2
Collection of appropriate data
312
16.3
Generation of appropriate data
314
16.4
Temporal scale
315
16.5
Spatial scale
316
16.6
Computer interface
317
16.7
Visualization
318
16.8
Output
319
16.9
Summary
320
17
Future directions
321
17.1
Improving predictions
321
17.2
Improving input data
323
17.3
Improving software
324
17.4
Summary
324
Bibliography
327
Appendix
1:
List of spedes used in the text
397
Appendix
2:
Expanded outline for
ORGANON
growth and yield model
399
Index
405
|
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| building | Verbundindex |
| bvnumber | BV039718385 |
| callnumber-first | S - Agriculture |
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| discipline | Agrar-/Forst-/Ernährungs-/Haushaltswissenschaft / Gartenbau Geographie |
| edition | 1. publ. |
| format | Book |
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| indexdate | 2024-07-10T00:09:39Z |
| institution | BVB |
| isbn | 9780470665008 |
| language | English |
| lccn | 2011014943 |
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| publisher | Wiley |
| record_format | marc |
| spelling | Forest growth and yield modeling Aaron R. Weiskittel ... 1. publ. Hoboken, NJ Wiley 2011 XII, 415 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Includes index. -- "Completely updated and expanded new edition of this widely cited book, Modelling Forest Growth and Yield, 2nd Edition synthesizes current scientific literature, provides insights in how models are constructed, gives suggestions for future developments, and outlines keys for successful implementation of models.The book describes current modeling approaches for predicting forest growth and yield and explores the components that comprise the various modeling approaches. It provides the reader with the tools for evaluating and calibrating growth and yield models and outlines the steps necessary for developing a forest growth and yield model"-- Provided by publisher. -- "The book describes current modeling approaches for predicting forest growth and yield and explores the components that comprise the various modeling approaches"-- Provided by publisher. Mathematisches Modell Trees Growth Computer simulation Forest productivity Computer simulation Trees Growth Mathematical models Forest productivity Mathematical models SCIENCE / Life Sciences / Botany bisacsh Forstwirtschaft (DE-588)4017966-7 gnd rswk-swf Forstertrag (DE-588)4155059-6 gnd rswk-swf Simulation (DE-588)4055072-2 gnd rswk-swf Modellierung (DE-588)4170297-9 gnd rswk-swf Analyse (DE-588)4122795-5 gnd rswk-swf Forstwirtschaft (DE-588)4017966-7 s DE-604 Forstertrag (DE-588)4155059-6 s Analyse (DE-588)4122795-5 s Simulation (DE-588)4055072-2 s Modellierung (DE-588)4170297-9 s 1\p DE-604 Weiskittel, Aaron R. Sonstige oth http://catalogimages.wiley.com/images/db/jimages/9780470665008.jpg Cover image Digitalisierung UB Bayreuth application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=024566536&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 |
| spellingShingle | Forest growth and yield modeling Mathematisches Modell Trees Growth Computer simulation Forest productivity Computer simulation Trees Growth Mathematical models Forest productivity Mathematical models SCIENCE / Life Sciences / Botany bisacsh Forstwirtschaft (DE-588)4017966-7 gnd Forstertrag (DE-588)4155059-6 gnd Simulation (DE-588)4055072-2 gnd Modellierung (DE-588)4170297-9 gnd Analyse (DE-588)4122795-5 gnd |
| subject_GND | (DE-588)4017966-7 (DE-588)4155059-6 (DE-588)4055072-2 (DE-588)4170297-9 (DE-588)4122795-5 |
| title | Forest growth and yield modeling |
| title_auth | Forest growth and yield modeling |
| title_exact_search | Forest growth and yield modeling |
| title_full | Forest growth and yield modeling Aaron R. Weiskittel ... |
| title_fullStr | Forest growth and yield modeling Aaron R. Weiskittel ... |
| title_full_unstemmed | Forest growth and yield modeling Aaron R. Weiskittel ... |
| title_short | Forest growth and yield modeling |
| title_sort | forest growth and yield modeling |
| topic | Mathematisches Modell Trees Growth Computer simulation Forest productivity Computer simulation Trees Growth Mathematical models Forest productivity Mathematical models SCIENCE / Life Sciences / Botany bisacsh Forstwirtschaft (DE-588)4017966-7 gnd Forstertrag (DE-588)4155059-6 gnd Simulation (DE-588)4055072-2 gnd Modellierung (DE-588)4170297-9 gnd Analyse (DE-588)4122795-5 gnd |
| topic_facet | Mathematisches Modell Trees Growth Computer simulation Forest productivity Computer simulation Trees Growth Mathematical models Forest productivity Mathematical models SCIENCE / Life Sciences / Botany Forstwirtschaft Forstertrag Simulation Modellierung Analyse |
| url | http://catalogimages.wiley.com/images/db/jimages/9780470665008.jpg http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=024566536&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT weiskittelaaronr forestgrowthandyieldmodeling |