A state-space approach to stand growth modelling of European beech

Static models of forest growth, such as yield tables or cumulative growth functions, generally fail to recognize that forest stands are dynamic systems, subject to changes in growth dynamics due to silvicultural interventions or natural dynamics. Based on experimental data, covering a wide range of...

Full description

Saved in:
Bibliographic Details
Published inAnnals of forest science. Vol. 64; no. 4; pp. 365 - 374
Main Authors Nord-Larsen, Thomas, Johannsen, Vivian K.
Format Journal Article
LanguageEnglish
Published Les Ulis EDP Sciences 01.01.2007
Springer Nature B.V
Springer Nature (since 2011)/EDP Science (until 2010)
Subjects
Online AccessGet full text
ISSN1286-4560
1297-966X
DOI10.1051/forest:2007013

Cover

Loading…
Abstract Static models of forest growth, such as yield tables or cumulative growth functions, generally fail to recognize that forest stands are dynamic systems, subject to changes in growth dynamics due to silvicultural interventions or natural dynamics. Based on experimental data, covering a wide range of initial spacings and thinning practises, we developed a dynamic stand growth model of European beech in Denmark. The model entailed three equations for predicting dominant height growth, basal area growth, and mortality. The signs of the parameter estimates generally corroborated the anticipated growth paths of dominant height and basal area. Although statistical tests indicated significant systematic deviations between observed and predicted values, the deviations were small and of little practical importance. Cross validation procedures indicated that the model may be applied across a wide range of growth conditions and thinning practises without significant loss of precision.
AbstractList Static models of forest growth, such as yield tables or cumulative growth functions, generally fail to recognize that forest stands are dynamic systems, subject to changes in growth dynamics due to silvicultural interventions or natural dynamics. Based on experimental data, covering a wide range of initial spacings and thinning practises, we developed a dynamic stand growth model of European beech in Denmark. The model entailed three equations for predicting dominant height growth, basal area growth, and mortality. The signs of the parameter estimates generally corroborated the anticipated growth paths of dominant height and basal area. Although statistical tests indicated significant systematic deviations between observed and predicted values, the deviations were small and of little practical importance. Cross validation procedures indicated that the model may be applied across a wide range of growth conditions and thinning practises without significant loss of precision.
Author Nord-Larsen, Thomas
Johannsen, Vivian K.
Author_xml – sequence: 1
  givenname: Thomas
  surname: Nord-Larsen
  fullname: Nord-Larsen, Thomas
– sequence: 2
  givenname: Vivian K.
  surname: Johannsen
  fullname: Johannsen, Vivian K.
BackLink http://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=18800172$$DView record in Pascal Francis
https://hal.science/hal-00884088$$DView record in HAL
BookMark eNp1kEFLwzAYhoNMcJtePRfEg4fOL23SdN7mmE4YeFHwFtI0WTu6pCad4r83pUNB8BASXp7348szQSNjjULoEsMMA8W32jrlu7sEgAFOT9AYJ3MWz7PsbdS_8ywmNIMzNPF-BxACgsfofhH5TnQq9q2QKhJt66yQVdTZPjdltHX2s6uivS1V09RmG1kdrQ7OtkqYqFBKVufoVIvGq4vjPUWvD6uX5TrePD8-LRebWKYMd3EJOcwZobQgmIGkFNMio4XGhSSESSkxlVoorTWEEFLCijJJ8iKTOgCQplN0M8ytRMNbV--F--JW1Hy92PA-A8hzEs4HDuzVwIbvvB-CFr6zB2fCejzJMopTigkN1PWREl6KRjthZO1_ZuM8D55YErjZwElnvXdK_yLAe_d8cM-P7kOB_CnIOliuremcqJv_at-y_4oK
CitedBy_id crossref_primary_10_1007_s11056_018_9688_7
crossref_primary_10_1016_j_foreco_2011_07_037
crossref_primary_10_5424_fs_201019S_9315
crossref_primary_10_1051_forest_2009113
crossref_primary_10_3389_ffgc_2023_1201636
crossref_primary_10_1111_gcbb_12836
crossref_primary_10_1007_s10342_015_0934_7
crossref_primary_10_1080_21580103_2012_658236
crossref_primary_10_1007_s00468_021_02092_0
crossref_primary_10_1016_j_jenvman_2017_03_051
crossref_primary_10_1186_s13595_024_01231_0
crossref_primary_10_1007_s13595_011_0157_0
crossref_primary_10_1016_j_foreco_2020_118909
Cites_doi 10.1016/S0378-1127(97)00097-2
10.1080/00167223.1976.10649054
10.1093/jxb/10.2.290
10.1093/forestscience/39.3.594
10.1086/401873
10.1051/forest:2006026
10.1093/forestry/67.1.49
10.1139/x02-040
10.1007/978-3-642-61178-0_9
10.1007/978-94-011-6373-6_5
10.2307/2531339
10.3406/marb.1845.3438
10.1139/x94-244
10.1093/treephys/17.3.161
10.1139/x00-079
10.1139/x03-041
10.2307/2403763
ContentType Journal Article
Copyright 2007 INIST-CNRS
Springer S+B Media B.V. 2007.
Distributed under a Creative Commons Attribution 4.0 International License
Copyright_xml – notice: 2007 INIST-CNRS
– notice: Springer S+B Media B.V. 2007.
– notice: Distributed under a Creative Commons Attribution 4.0 International License
DBID AAYXX
CITATION
IQODW
1XC
VOOES
DOI 10.1051/forest:2007013
DatabaseName CrossRef
Pascal-Francis
Hyper Article en Ligne (HAL)
Hyper Article en Ligne (HAL) (Open Access)
DatabaseTitle CrossRef
DatabaseTitleList
DeliveryMethod fulltext_linktorsrc
Discipline Forestry
Environmental Sciences
EISSN 1297-966X
EndPage 374
ExternalDocumentID oai_HAL_hal_00884088v1
18800172
10_1051_forest_2007013
GeographicLocations Denmark
Scandinavia
Europe
GroupedDBID --K
06D
0R~
0VY
199
1B1
203
23M
29~
2KG
2KM
2LR
2VQ
2WC
30V
4.4
408
4P2
53G
5GY
67N
6J9
8UJ
96X
AAAVM
AAFNC
AAFWJ
AAHBH
AAHNG
AAIAL
AAJKR
AAJSJ
AANXM
AAOTM
AARHV
AARTL
AASML
AATVU
AAWCG
AAYIU
AAYQN
AAYTO
AAYXX
AAYZH
AAZMS
ABDZT
ABECU
ABFSG
ABFTV
ABHLI
ABJOX
ABKCH
ABMQK
ABPLI
ABQBU
ABSXP
ABTEG
ABTHY
ABTMW
ABUBZ
ABXPI
ACGFO
ACGFS
ACHXU
ACKNC
ACMLO
ACOKC
ACREN
ACSTC
ADHHG
ADHIR
ADKNI
ADKPE
ADRFC
ADUKV
ADURQ
ADYFF
ADYOE
ADZKW
AEBTG
AEGNC
AEJHL
AEJRE
AEKMD
AENEX
AEOHA
AEPYU
AETCA
AEXYK
AEZWR
AFBBN
AFHIU
AFLOW
AFPKN
AFQWF
AFRAH
AFWTZ
AFYQB
AFZKB
AGAYW
AGDGC
AGJBK
AGQMX
AGWZB
AGYKE
AHAVH
AHBYD
AHKAY
AHSBF
AHWEU
AHYZX
AIAKS
AIIXL
AILAN
AITGF
AIXLP
AJBLW
AJRNO
AJZVZ
AKMHD
ALMA_UNASSIGNED_HOLDINGS
AMKLP
AMTXH
AMYQR
ANMIH
AOCGG
ASPBG
AVWKF
AXYYD
AZFZN
BGNMA
BMC
C1A
C6C
CITATION
CS3
CSCUP
DNIVK
E3Z
EBLON
EBS
EDH
EIOEI
EJD
ESBYG
F5P
FEDTE
FERAY
FFXSO
FINBP
FNLPD
FRP
FRRFC
FSGXE
FYJPI
GGRSB
GI~
GJIRD
GQ7
GROUPED_DOAJ
H13
HF~
HMJXF
HRMNR
HVGLF
HZ~
IHE
ITM
J-C
JBSCW
KOV
M41
M4Y
NQ-
NQJWS
NU0
O9-
O93
O9I
O9J
OK1
P2P
R9I
RED
RIG
ROL
RPZ
RSV
S1Z
S27
S3A
S3B
SBL
SHX
SISQX
SNPRN
SOHCF
SOJ
SPISZ
SRMVM
SSLCW
SSXJD
STPWE
SZN
T13
TR2
TSG
U2A
U9L
UG4
UOJIU
UTJUX
UZXMN
VC2
VFIZW
W48
WK8
Y6R
ZMTXR
ZOVNA
~A9
IQODW
1XC
ACZOJ
VOOES
ID FETCH-LOGICAL-c371t-d08097455b4170c5515b65bf1bc447ccc15cfaefff0bf10347bd228b6cfc44033
ISSN 1286-4560
IngestDate Fri May 09 12:13:32 EDT 2025
Sat Aug 16 22:21:42 EDT 2025
Mon Jul 21 09:15:38 EDT 2025
Tue Jul 01 02:02:39 EDT 2025
Thu Apr 24 23:13:16 EDT 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 4
Keywords Yield table
Forest stand
Growth
Silviculture
Mortality
Spacing
Dynamical system
Fagaceae
Difference equation
Modeling
Basal area
Dicotyledones
Angiospermae
Forestry
Hardwood forest tree
Spermatophyta
Dynamic model
Fagus sylvatica
Language English
License https://www.springer.com/tdm
CC BY 4.0
Distributed under a Creative Commons Attribution 4.0 International License: http://creativecommons.org/licenses/by/4.0
LinkModel OpenURL
MergedId FETCHMERGED-LOGICAL-c371t-d08097455b4170c5515b65bf1bc447ccc15cfaefff0bf10347bd228b6cfc44033
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
OpenAccessLink https://hal.science/hal-00884088
PQID 2665135145
PQPubID 2043670
PageCount 10
ParticipantIDs hal_primary_oai_HAL_hal_00884088v1
proquest_journals_2665135145
pascalfrancis_primary_18800172
crossref_primary_10_1051_forest_2007013
crossref_citationtrail_10_1051_forest_2007013
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 20070101
PublicationDateYYYYMMDD 2007-01-01
PublicationDate_xml – month: 01
  year: 2007
  text: 20070101
  day: 01
PublicationDecade 2000
PublicationPlace Les Ulis
PublicationPlace_xml – name: Les Ulis
– name: Heidelberg
PublicationTitle Annals of forest science.
PublicationYear 2007
Publisher EDP Sciences
Springer Nature B.V
Springer Nature (since 2011)/EDP Science (until 2010)
Publisher_xml – name: EDP Sciences
– name: Springer Nature B.V
– name: Springer Nature (since 2011)/EDP Science (until 2010)
References C.J. Cieszewski (640400365_CR6) 2000; 46
640400365_CR30
R.L. Bailey (640400365_CR1) 1974; 20
D.S. DeBell (640400365_CR8) 2002; 32
M.E. McDill (640400365_CR32) 1993; 39
J.P. Skovsgaard (640400365_CR43) 1996
C.M. Møller (640400365_CR34) 1933; 18
E.A. Mitscherlich (640400365_CR33) 1919; 53
R. Leary (640400365_CR27) 1997; 97
P.F. Verhulst (640400365_CR45) 1845; 18
J.P. Gram (640400365_CR17) 1879; 3
(640400365_CR44) 1996
M.R. Reynolds (640400365_CR38) 1984; 30
V.K. Johannsen (640400365_CR23) 1999
B. Gompertz (640400365_CR16) 1832; 123
G. Kerr (640400365_CR25) 2003; 33
W. Galiñski (640400365_CR13) 1994; 67
L.v. Bertalanffy (640400365_CR2) 1957; 32
640400365_CR24
M. Dippel (640400365_CR10) 1982; 153
N.K. Jakobsen (640400365_CR22) 1976; 75
T. Nord-Larsen (640400365_CR37) 2006; 52
B. Zeide (640400365_CR48) 1993; 39
G.A. Ritchie (640400365_CR40) 1997; 17
P.F. Verhulst (640400365_CR46) 1847; 20
640400365_CR41
T.B. Lynch (640400365_CR28) 1986; 32
O. García (640400365_CR15) 1994; 24
F.J. Richards (640400365_CR39) 1959; 10
J.B. Dent (640400365_CR9) 1979
Q.V. Cao (640400365_CR4) 2000; 46
F. Freese (640400365_CR12) 1960; 6
E. Wiedemann (640400365_CR47) 1931
S. Hein (640400365_CR20) 2006; 63
H.A. Henriksen (640400365_CR21) 1996
G.A.F. Seber (640400365_CR42) 1989
O. García (640400365_CR14) 1983; 39
P.H. Larsen (640400365_CR26) 2000
A.D. Farmer (640400365_CR11) 1988; 25
M. Näslund (640400365_CR36) 1936; 29
640400365_CR5
D.W. MacFarlane (640400365_CR29) 2000; 30
640400365_CR19
B.E. Borders (640400365_CR3) 1986; 32
M.E. McDill (640400365_CR31) 1992; 38
C.M. Møller (640400365_CR35) 1953; 38
J.L. Clutter (640400365_CR7) 1963; 9
640400365_CR18
References_xml – volume: 97
  start-page: 165
  year: 1997
  ident: 640400365_CR27
  publication-title: For. Ecol. Manage.
  doi: 10.1016/S0378-1127(97)00097-2
– volume: 75
  start-page: 1
  year: 1976
  ident: 640400365_CR22
  publication-title: Geografisk Tidskrift
  doi: 10.1080/00167223.1976.10649054
– volume-title: Growth trends of European forests: Studies from 12 countries, European Forest Institute
  year: 1996
  ident: 640400365_CR44
– volume: 10
  start-page: 290
  year: 1959
  ident: 640400365_CR39
  publication-title: J. Exp. Bot.
  doi: 10.1093/jxb/10.2.290
– volume: 39
  start-page: 594
  year: 1993
  ident: 640400365_CR48
  publication-title: For. Sci.
  doi: 10.1093/forestscience/39.3.594
– volume: 20
  start-page: 155
  year: 1974
  ident: 640400365_CR1
  publication-title: For. Sci.
– ident: 640400365_CR41
– volume: 32
  start-page: 217
  year: 1957
  ident: 640400365_CR2
  publication-title: Quart. Rev. Biol.
  doi: 10.1086/401873
– volume: 63
  start-page: 457
  year: 2006
  ident: 640400365_CR20
  publication-title: Ann. For. Sci.
  doi: 10.1051/forest:2006026
– volume: 123
  start-page: 513
  year: 1832
  ident: 640400365_CR16
  publication-title: Phil. Trans. Roy. Soc. London
– volume: 67
  start-page: 49
  year: 1994
  ident: 640400365_CR13
  publication-title: Forestry
  doi: 10.1093/forestry/67.1.49
– volume: 32
  start-page: 1244
  year: 2002
  ident: 640400365_CR8
  publication-title: Can. J. For. Res.
  doi: 10.1139/x02-040
– start-page: 89
  volume-title: Growth trends of European forests: Studies from 12 countries, European Forest Institute, Research Report
  year: 1996
  ident: 640400365_CR43
  doi: 10.1007/978-3-642-61178-0_9
– volume: 46
  start-page: 127
  year: 2000
  ident: 640400365_CR4
  publication-title: For. Sci.
– volume: 38
  start-page: 409
  year: 1992
  ident: 640400365_CR31
  publication-title: For. Sci.
– volume: 53
  start-page: 167
  year: 1919
  ident: 640400365_CR33
  publication-title: Landwirtschaftliche Jahrbücher
– start-page: 94
  volume-title: Systems Simulation in Agriculture
  year: 1979
  ident: 640400365_CR9
  doi: 10.1007/978-94-011-6373-6_5
– ident: 640400365_CR18
– volume: 46
  start-page: 116
  year: 2000
  ident: 640400365_CR6
  publication-title: For. Sci.
– volume: 6
  start-page: 139
  year: 1960
  ident: 640400365_CR12
  publication-title: For. Sci.
– volume: 39
  start-page: 1059
  year: 1983
  ident: 640400365_CR14
  publication-title: Biometrics
  doi: 10.2307/2531339
– ident: 640400365_CR5
– volume: 38
  start-page: 1
  year: 1953
  ident: 640400365_CR35
  publication-title: Dansk Skovbrugs Tidsskrift
– volume: 153
  start-page: 137
  year: 1982
  ident: 640400365_CR10
  publication-title: Forst-Jagdztg.
– volume: 32
  start-page: 185
  year: 1986
  ident: 640400365_CR3
  publication-title: For. Sci.
– volume: 18
  start-page: 537
  year: 1933
  ident: 640400365_CR34
  publication-title: Dansk Skovforenings Tidsskrift
– volume: 9
  start-page: 354
  year: 1963
  ident: 640400365_CR7
  publication-title: For. Sci.
– start-page: 5
  volume-title: Bøgeselvforyngelser i Østjylland
  year: 1996
  ident: 640400365_CR21
– volume: 18
  start-page: 1
  year: 1845
  ident: 640400365_CR45
  publication-title: Nouv. mém. Académie Royale des Sciences et Belles-Lettres de Bruxelles
  doi: 10.3406/marb.1845.3438
– start-page: 1932
  volume-title: Mitteilungen der Preußischen Forstlichen Versuchsanstalt
  year: 1931
  ident: 640400365_CR47
– volume: 24
  start-page: 1894
  year: 1994
  ident: 640400365_CR15
  publication-title: Can. J. For. Res.
  doi: 10.1139/x94-244
– ident: 640400365_CR24
– volume: 3
  start-page: 207
  year: 1879
  ident: 640400365_CR17
  publication-title: Tidsskrift for Skovbrug
– volume: 17
  start-page: 161
  year: 1997
  ident: 640400365_CR40
  publication-title: Tree Physiol.
  doi: 10.1093/treephys/17.3.161
– volume: 30
  start-page: 454
  year: 1984
  ident: 640400365_CR38
  publication-title: For. Sci.
– volume: 20
  start-page: 1
  year: 1847
  ident: 640400365_CR46
  publication-title: Mém. Académie Royale des Sciences, des Lettres et des Beaux-Arts de Belgique
– ident: 640400365_CR19
– volume: 30
  start-page: 1472
  year: 2000
  ident: 640400365_CR29
  publication-title: Can. J. For. Res.
  doi: 10.1139/x00-079
– volume-title: Ph.D. thesis
  year: 1999
  ident: 640400365_CR23
– volume: 33
  start-page: 1196
  year: 2003
  ident: 640400365_CR25
  publication-title: Can. J. For. Res.
  doi: 10.1139/x03-041
– volume: 32
  start-page: 697
  year: 1986
  ident: 640400365_CR28
  publication-title: For. Sci.
– volume: 25
  start-page: 1023
  year: 1988
  ident: 640400365_CR11
  publication-title: J. Appl. Ecol.
  doi: 10.2307/2403763
– volume-title: Nonlinear Regression, Wiley series in probability and mathematical statistics
  year: 1989
  ident: 640400365_CR42
– volume: 29
  start-page: 1
  year: 1936
  ident: 640400365_CR36
  publication-title: Meddelanden från Statens Skogsforsöksanstalt
– volume: 39
  start-page: 499
  year: 1993
  ident: 640400365_CR32
  publication-title: For. Sci.
– volume: 52
  start-page: 173
  year: 2006
  ident: 640400365_CR37
  publication-title: For. Sci.
– ident: 640400365_CR30
– start-page: 2002
  volume-title: Statistics Denmark
  year: 2000
  ident: 640400365_CR26
SSID ssj0012841
Score 1.8638374
Snippet Static models of forest growth, such as yield tables or cumulative growth functions, generally fail to recognize that forest stands are dynamic systems,...
SourceID hal
proquest
pascalfrancis
crossref
SourceType Open Access Repository
Aggregation Database
Index Database
Enrichment Source
StartPage 365
SubjectTerms Agricultural sciences
Beech
Biological and medical sciences
Deviation
Dynamical systems
Fagus sylvatica
Forest growth
Forest management. Stand types and stand dynamics. Silvicultural treatments. Tending of stands. Natural regeneration
Forestry
Fundamental and applied biological sciences. Psychology
Growth conditions
Growth models
Life Sciences
Parameter estimation
Silviculture, forestry
Stand types and stand dynamics. Silvicultural treatments. Tending of stands. Natural regeneration
Static models
Statistical analysis
Statistical tests
Thinning
Title A state-space approach to stand growth modelling of European beech
URI https://www.proquest.com/docview/2665135145
https://hal.science/hal-00884088
Volume 64
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnR3fi9MwOHh3IIKInh5OzyOI4MPI2bTJ2vlWZWPMeT64yd5CkjaecHTjVg_0r_fLj7abU1EfFkYS0jbfl-9Xvh8IvdBSFooaSbJCF4Sl0EhurBkuTiXw6zJzKTbeXwwmCzZd8mVXv9NFl9TqXH__ZVzJ_0AV-gCuNkr2HyDbLgod8B_gCy1AGNq_gnHed_FABKiC9ftfd-FRzkLQ_ww6dn3pq91cBffm1vyuyjJYsfZyKYMgC8yiH7jjeWswBkWVzEAT9qRqy7fIu-DIqgpDn77cWMLxbsemkP5kU2hsitZh2l5jtDEvjkTG2YCA2OVvU8rQN0xtns_lNl312ckD_rAtIpn46hCB3ya-Ss8eKQdqYffffTBsu33NyIet7mbNvvggxovZTMxHy_kBOorT1F7XH-X59OO0vU8CJuxU7-bdm_SdnL7yT3gd1t8RTw4urXPs3bXcwHkxvtDJHs92gsj8ProXNAice3R4gG6V1TE6GXUBizAYKPbmGN0euwdff3uI3uR4C11wgy64XmGHLtijC27RBa8MbtAFO3R5hBbj0fzthIQSGkQnKa1JAQoBaIycK0bTSIN4zNWAK0OVZnAwtaZcG1kaYyLojBKWqiKOMzXQBiZESXKCDqtVVT5GOGYgrNrsRiqmDLRSWQ5VIVmhlBkWWZL1EGl2TuiQX96WObkSzs-BU-F3WoSd7qGX7fy1z6zy25nPARDtJJsQfZLPhO0DCTZj8LuhPXS2A6duTeBQ1tDRQ6cN4EQ4wxsB4im3NSoZf_Ln4afoTndQTtFhff21fAbiaK3OAq79APN-jTA
linkProvider Springer Nature
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=A+state-space+approach+to+stand+growth+modelling+of+European+beech&rft.jtitle=Annals+of+forest+science.&rft.au=Nord-Larsen%2C+Thomas&rft.au=Johannsen%2C+Vivian+K&rft.date=2007-01-01&rft.pub=Springer+Nature+B.V&rft.issn=1286-4560&rft.eissn=1297-966X&rft.volume=64&rft.issue=4&rft.spage=365&rft.epage=374&rft_id=info:doi/10.1051%2Fforest%3A2007013&rft.externalDBID=NO_FULL_TEXT
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1286-4560&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1286-4560&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1286-4560&client=summon