Distance-dependent and distance-independent models of Douglas-fir and western hemlock basal area growth following silvicultural treatment

Distance-independent and distance-dependent individual-tree basal area growth equations for Douglas-fir and western hemlock growth following thinning and fertilization treatments were developed using regression analysis. Distance-independent models included only non-spatial competition and thinning...

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Published inForest ecology and management Vol. 89; no. 1; pp. 1 - 11
Main Authors Wimberly, Michael C., Bare, B.Bruce
Format Journal Article
LanguageEnglish
Published Elsevier B.V 01.12.1996
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Online AccessGet full text
ISSN0378-1127
1872-7042
DOI10.1016/S0378-1127(96)03870-4

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Abstract Distance-independent and distance-dependent individual-tree basal area growth equations for Douglas-fir and western hemlock growth following thinning and fertilization treatments were developed using regression analysis. Distance-independent models included only non-spatial competition and thinning indices, while distance-dependent models included both spatial and non-spatial indices. The distance-independent models with the highest adjusted multiple coefficient of determination (adjusted R 2) for both species included diameter at breast height, crown class, percent basal area removed in thinning, plot basal area greater than the subject tree and stand age as independent variables. The distance-dependent models with the highest adjusted R 2 included all of these variables in addition to a variant of the area potentially available index, which is based on the spatial tessellation of the point pattern of trees in the stand. Addition of this spatial index produced only a small (<.01) increase in adjusted R 2 for models of both species. The relatively small amount of increase was due to three factors; thinning resulted in an even distribution of growing space among residual trees, tree size explained much of the variation in local competitive stress and the competitive neighborhood of individual trees was large relative to the size of the sample plots. The results suggest that the additional effort and expense required to obtain spatially referenced stand data for developing empirical forest growth models in similar stands is not justified.
AbstractList Distance-independent and distance-dependent individual-tree basal area growth equations for Douglas-fir and western hemlock growth following thinning and fertilization treatments were developed using regression analysis. Distance-independent models included only non-spatial competition and thinning indices, while distance-dependent models included both spatial and non-spatial indices. The distance-independent models with the highest adjusted multiple coefficient of determination (adjusted R2) for both species included diameter at breast height, crown class, percent basal area removed in thinning, plot basal area greater than the subject tree and stand age as independent variables. The distance-dependent models with the highest adjusted R2 included all of these variables in addition to a variant of the area potentially available index, which is based on the spatial tessellation of the point pattern of trees in the stand. Addition of this spatial index produced only a small (<.01) increase in adjusted R2 for models of both species. The relatively small amount of increase was due to three factors; thinning resulted in an even distribution of growing space among residual trees, tree size explained much of the variation in local competitive stress and the competitive neighborhood of individual trees was large relative to the size of the sample plots. The results suggest that the additional effort and expense required to obtain spatially referenced stand data for developing empirical forest growth models in similar stands is not justified.
Distance-independent and distance-dependent individual-tree basal area growth equations for Douglas-fir and western hemlock growth following thinning and fertilization treatments were developed using regression analysis. Distance-independent models included only non-spatial competition and thinning indices, while distance-dependent models included both spatial and non-spatial indices. The distance-independent models with the highest adjusted multiple coefficient of determination (adjusted R 2) for both species included diameter at breast height, crown class, percent basal area removed in thinning, plot basal area greater than the subject tree and stand age as independent variables. The distance-dependent models with the highest adjusted R 2 included all of these variables in addition to a variant of the area potentially available index, which is based on the spatial tessellation of the point pattern of trees in the stand. Addition of this spatial index produced only a small (<.01) increase in adjusted R 2 for models of both species. The relatively small amount of increase was due to three factors; thinning resulted in an even distribution of growing space among residual trees, tree size explained much of the variation in local competitive stress and the competitive neighborhood of individual trees was large relative to the size of the sample plots. The results suggest that the additional effort and expense required to obtain spatially referenced stand data for developing empirical forest growth models in similar stands is not justified.
Author Wimberly, Michael C.
Bare, B.Bruce
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Cites_doi 10.2307/2346974
10.1139/x89-181
10.1139/x77-014
10.1139/x79-001
10.1016/0378-1127(94)90014-0
10.1111/j.2517-6161.1977.tb01615.x
10.1139/x73-073
10.2307/1942026
10.1016/0167-8809(89)90103-5
10.1139/x86-218
10.2307/1938807
10.1016/0378-1127(83)90042-7
10.1139/x90-084
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Issue 1
Keywords Tessellation
Spatial competition indices
Tsuga heterophylla
Thinning
Pseudotsuga menziesii
Growth and yield
Language English
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References Amey (BIB2) 1973
Chatterjee, Price (BIB9) 1991
Smith, Bell (BIB36) 1983; 29
Lorimer (BIB22) 1983; 6
Almendag (BIB1) 1978
Brown (BIB6) 1965
Pelz (BIB33) 1978
Pojar, Klinka, Demarchi (BIB34) 1991
Manley (BIB23) 1991
Moore, Budelsky, Schlesinger (BIB29) 1973; 3
Biging, Dobbertin (BIB5) 1995; 41
Glover, Hool (BIB16) 1979; 25
Wierman, Oliver (BIB38) 1979; 9
Kenkel (BIB19) 1991
Nance, Grissom, Smith (BIB30) 1987; Vol. 1
Tome, Burkhart (BIB37) 1989; 35
Neter, Wasserman, Kutner (BIB31) 1989
Ripley (BIB35) 1977; B 39
Carey, Johnson (BIB8) 1995; 5
Oliver, Larson (BIB32) 1990
Hegyi (BIB17) 1974
Biging, Dobbertin (BIB4) 1992; 38
Martin (BIB24) 1982; 28
Canham, Denslow, Platt, Runkle, Spies, White (BIB7) 1990; 20
Darling, Omule (BIB13) 1989
Farr, DeMars, Dealy (BIB14) 1989; 19
Cole, Lorimer (BIB10) 1994; 67
Daniels, Burkhart, Clason (BIB12) 1986; 16
Moeur (BIB28) 1993; 39
Krajicek, Brinkman, Gingrich (BIB20) 1961; 7
Martin, Ek (BIB25) 1984; 30
Martin, Ek, Monserud (BIB26) 1977; 7
Holmes, Reed (BIB18) 1991; 37
Kuehne (BIB21) 1994
Corona, Ferrara (BIB11) 1989; 27
Mitchell-Olds (BIB27) 1987; 68
Besag, Diggle (BIB3) 1977; 26
Ford, Sorrenson (BIB15) 1992
Lorimer (10.1016/S0378-1127(96)03870-4_BIB22) 1983; 6
Pojar (10.1016/S0378-1127(96)03870-4_BIB34) 1991
Biging (10.1016/S0378-1127(96)03870-4_BIB4) 1992; 38
Brown (10.1016/S0378-1127(96)03870-4_BIB6) 1965
Krajicek (10.1016/S0378-1127(96)03870-4_BIB20) 1961; 7
Neter (10.1016/S0378-1127(96)03870-4_BIB31) 1989
Canham (10.1016/S0378-1127(96)03870-4_BIB7) 1990; 20
Smith (10.1016/S0378-1127(96)03870-4_BIB36) 1983; 29
Moeur (10.1016/S0378-1127(96)03870-4_BIB28) 1993; 39
Amey (10.1016/S0378-1127(96)03870-4_BIB2) 1973
Hegyi (10.1016/S0378-1127(96)03870-4_BIB17) 1974
Glover (10.1016/S0378-1127(96)03870-4_BIB16) 1979; 25
Martin (10.1016/S0378-1127(96)03870-4_BIB24) 1982; 28
Pelz (10.1016/S0378-1127(96)03870-4_BIB33) 1978
Corona (10.1016/S0378-1127(96)03870-4_BIB11) 1989; 27
Darling (10.1016/S0378-1127(96)03870-4_BIB13) 1989
Moore (10.1016/S0378-1127(96)03870-4_BIB29) 1973; 3
Cole (10.1016/S0378-1127(96)03870-4_BIB10) 1994; 67
Ripley (10.1016/S0378-1127(96)03870-4_BIB35) 1977; B 39
Farr (10.1016/S0378-1127(96)03870-4_BIB14) 1989; 19
Carey (10.1016/S0378-1127(96)03870-4_BIB8) 1995; 5
Kuehne (10.1016/S0378-1127(96)03870-4_BIB21) 1994
Kenkel (10.1016/S0378-1127(96)03870-4_BIB19) 1991
Daniels (10.1016/S0378-1127(96)03870-4_BIB12) 1986; 16
Manley (10.1016/S0378-1127(96)03870-4_BIB23) 1991
Martin (10.1016/S0378-1127(96)03870-4_BIB26) 1977; 7
Oliver (10.1016/S0378-1127(96)03870-4_BIB32) 1990
Almendag (10.1016/S0378-1127(96)03870-4_BIB1) 1978
Ford (10.1016/S0378-1127(96)03870-4_BIB15) 1992
Chatterjee (10.1016/S0378-1127(96)03870-4_BIB9) 1991
Holmes (10.1016/S0378-1127(96)03870-4_BIB18) 1991; 37
Mitchell-Olds (10.1016/S0378-1127(96)03870-4_BIB27) 1987; 68
Martin (10.1016/S0378-1127(96)03870-4_BIB25) 1984; 30
Wierman (10.1016/S0378-1127(96)03870-4_BIB38) 1979; 9
Besag (10.1016/S0378-1127(96)03870-4_BIB3) 1977; 26
Biging (10.1016/S0378-1127(96)03870-4_BIB5) 1995; 41
Nance (10.1016/S0378-1127(96)03870-4_BIB30) 1987; Vol. 1
Tome (10.1016/S0378-1127(96)03870-4_BIB37) 1989; 35
References_xml – volume: 37
  start-page: 1338
  year: 1991
  end-page: 1349
  ident: BIB18
  article-title: Competition indices for mixed species northern hardwoods
  publication-title: For. Sci.
– volume: 35
  start-page: 816
  year: 1989
  end-page: 831
  ident: BIB37
  article-title: Distance-dependent competition measures for predicting growth of individual trees
  publication-title: For. Sci.
– volume: 7
  start-page: 100
  year: 1977
  end-page: 105
  ident: BIB26
  article-title: Control of plot edge bias in forest stand growth simulation models
  publication-title: Can. J. For. Res.
– start-page: 172
  year: 1978
  end-page: 178
  ident: BIB33
  article-title: Estimating individual tree growth with tree polygons
  publication-title: Growth Models for Long-term Forecasting of Timber Yields
– volume: 19
  start-page: 1203
  year: 1989
  end-page: 1207
  ident: BIB14
  article-title: Height and crown width related to diameter for open-grown western hemlock and Sitka spruce
  publication-title: Can. J. For. Res.
– start-page: 74
  year: 1974
  end-page: 90
  ident: BIB17
  article-title: A simulation model for managing jack-pine stands
  publication-title: Growth Models for Tree and Stand Simulation
– volume: 6
  start-page: 343
  year: 1983
  end-page: 360
  ident: BIB22
  article-title: Test of age-independent competition indices for individual trees in natural hardwood stands
  publication-title: For. Ecol. Manage.
– volume: 20
  start-page: 620
  year: 1990
  end-page: 631
  ident: BIB7
  article-title: Light regimes beneath closed canopies and tree-fall gaps in temperate and tropical forests
  publication-title: Can. J. For. Res.
– volume: 41
  start-page: 360
  year: 1995
  end-page: 377
  ident: BIB5
  article-title: Evaluation of competition indices in individual-tree growth models
  publication-title: For. Sci.
– year: 1978
  ident: BIB1
  article-title: Evaluation of some competition indices for the prediction of diameter increment in planted white spruce
  publication-title: For. Man. Inst. Inform. Rep. FRM-X-108
– volume: Vol. 1
  start-page: 134
  year: 1987
  end-page: 142
  ident: BIB30
  article-title: A new competition index based on weighted and constrained area potentially available
  publication-title: Forest Growth Modeling and Prediction
– volume: B 39
  start-page: 172
  year: 1977
  end-page: 212
  ident: BIB35
  article-title: Modeling spatial patterns (with discussion)
  publication-title: J. Roy. Stat. Soc.
– volume: 27
  start-page: 429
  year: 1989
  end-page: 437
  ident: BIB11
  article-title: Individual competition indices for conifer plantations
  publication-title: Agric., Ecosys., Environ.
– start-page: 387
  year: 1991
  end-page: 397
  ident: BIB19
  article-title: Spatial competition models for plant populations
  publication-title: Computer Assisted Vegetation Analysis
– start-page: 281
  year: 1991
  ident: BIB23
  publication-title: Randomization and Monte-Carlo Methods in Biology
– volume: 25
  start-page: 275
  year: 1979
  end-page: 282
  ident: BIB16
  article-title: A basal area ratio predictor of loblolly pine plantation mortality
  publication-title: For. Sci.
– start-page: 95
  year: 1991
  end-page: 111
  ident: BIB34
  article-title: Coastal western hemlock zone
  publication-title: Ecosystems of British Columbia
– volume: 16
  start-page: 1230
  year: 1986
  end-page: 1237
  ident: BIB12
  article-title: A comparison of competition measures for predicting growth of loblolly pine trees
  publication-title: Can. J. For. Res.
– volume: 68
  start-page: 82
  year: 1987
  end-page: 87
  ident: BIB27
  article-title: Analysis of local variation in plant size
  publication-title: Ecology
– year: 1973
  ident: BIB2
  publication-title: Tables for Quantifying Competitive Stress on Individual Trees
– start-page: 1
  year: 1965
  end-page: 11
  ident: BIB6
  article-title: Point density in stems per acre
  publication-title: N. Z. For. Serv. For. Res. Note 38
– volume: 5
  start-page: 336
  year: 1995
  end-page: 352
  ident: BIB8
  article-title: Small mammals in managed, naturally young, and old-growth forests
  publication-title: Ecol. Appl.
– start-page: 278
  year: 1991
  ident: BIB9
  publication-title: Regression Analysis by Example
– volume: 28
  start-page: 45
  year: 1982
  end-page: 48
  ident: BIB24
  article-title: Estimation of individual tree competition from horizontal point sample data
  publication-title: For. Sci.
– volume: 3
  start-page: 495
  year: 1973
  end-page: 500
  ident: BIB29
  article-title: A new index representing individual tree competitive status
  publication-title: Can. J. For. Res.
– volume: 30
  start-page: 731
  year: 1984
  end-page: 743
  ident: BIB25
  article-title: A comparison of competition measures and growth models for predicting plantation red pine diameter growth
  publication-title: For. Sci.
– start-page: 363
  year: 1992
  end-page: 407
  ident: BIB15
  article-title: Theory and models of inter-plant competition as a spatial process
  publication-title: Individual Based Models and Approaches in Ecology
– start-page: 667
  year: 1989
  ident: BIB31
  publication-title: Applied Linear Regression Models
– volume: 39
  start-page: 756
  year: 1993
  end-page: 775
  ident: BIB28
  article-title: Characterizing spatial patterns of trees using stem-mapped data
  publication-title: For. Sci.
– volume: 7
  start-page: 35
  year: 1961
  end-page: 42
  ident: BIB20
  article-title: Crown competition — a measure of density
  publication-title: For. Sci.
– start-page: 211
  year: 1994
  end-page: 243
  ident: BIB21
  article-title: High quality forestry: An alternative for management of national forest lands in Westem Washington
  publication-title: High quality forestry workshop: The idea of long rotations
– start-page: 467
  year: 1990
  ident: BIB32
  publication-title: Forest Stand Dynamics
– volume: 26
  start-page: 327
  year: 1977
  end-page: 333
  ident: BIB3
  article-title: Simple Monte-Carlo tests for spatial pattern
  publication-title: Appl. Statist.
– volume: 9
  start-page: 1
  year: 1979
  end-page: 9
  ident: BIB38
  article-title: Crown stratification by species in even-aged mixed stands of Douglas-fir-western hemlock
  publication-title: Can. J. For. Res.
– volume: 29
  start-page: 491
  year: 1983
  end-page: 499
  ident: BIB36
  article-title: Using competitive stress index to estimate diameter growth for thinned Douglas-fir stands
  publication-title: For. Sci.
– volume: 38
  start-page: 695
  year: 1992
  end-page: 720
  ident: BIB4
  article-title: A comparison of distance-dependent competition measures for height and basal area growth of individual conifer trees
  publication-title: For. Sci.
– volume: 67
  start-page: 159
  year: 1994
  end-page: 175
  ident: BIB10
  article-title: Predicting tree growth from crown variables in managed northern hardwood stands
  publication-title: For. Ecol. Manage.
– year: 1989
  ident: BIB13
  article-title: Extensive studies of fertilizing and thinning coastal Douglas-fir and western hemlock: An establishment report
  publication-title: FRDA Report 054
– volume: 26
  start-page: 327
  issue: 3
  year: 1977
  ident: 10.1016/S0378-1127(96)03870-4_BIB3
  article-title: Simple Monte-Carlo tests for spatial pattern
  publication-title: Appl. Statist.
  doi: 10.2307/2346974
– year: 1973
  ident: 10.1016/S0378-1127(96)03870-4_BIB2
– start-page: 667
  year: 1989
  ident: 10.1016/S0378-1127(96)03870-4_BIB31
– volume: 19
  start-page: 1203
  year: 1989
  ident: 10.1016/S0378-1127(96)03870-4_BIB14
  article-title: Height and crown width related to diameter for open-grown western hemlock and Sitka spruce
  publication-title: Can. J. For. Res.
  doi: 10.1139/x89-181
– volume: 7
  start-page: 100
  year: 1977
  ident: 10.1016/S0378-1127(96)03870-4_BIB26
  article-title: Control of plot edge bias in forest stand growth simulation models
  publication-title: Can. J. For. Res.
  doi: 10.1139/x77-014
– year: 1978
  ident: 10.1016/S0378-1127(96)03870-4_BIB1
  article-title: Evaluation of some competition indices for the prediction of diameter increment in planted white spruce
– start-page: 467
  year: 1990
  ident: 10.1016/S0378-1127(96)03870-4_BIB32
– volume: 9
  start-page: 1
  year: 1979
  ident: 10.1016/S0378-1127(96)03870-4_BIB38
  article-title: Crown stratification by species in even-aged mixed stands of Douglas-fir-western hemlock
  publication-title: Can. J. For. Res.
  doi: 10.1139/x79-001
– volume: 67
  start-page: 159
  year: 1994
  ident: 10.1016/S0378-1127(96)03870-4_BIB10
  article-title: Predicting tree growth from crown variables in managed northern hardwood stands
  publication-title: For. Ecol. Manage.
  doi: 10.1016/0378-1127(94)90014-0
– volume: 37
  start-page: 1338
  issue: 5
  year: 1991
  ident: 10.1016/S0378-1127(96)03870-4_BIB18
  article-title: Competition indices for mixed species northern hardwoods
  publication-title: For. Sci.
– volume: 35
  start-page: 816
  issue: 3
  year: 1989
  ident: 10.1016/S0378-1127(96)03870-4_BIB37
  article-title: Distance-dependent competition measures for predicting growth of individual trees
  publication-title: For. Sci.
– start-page: 1
  year: 1965
  ident: 10.1016/S0378-1127(96)03870-4_BIB6
  article-title: Point density in stems per acre
  publication-title: N. Z. For. Serv. For. Res. Note 38
– volume: B 39
  start-page: 172
  year: 1977
  ident: 10.1016/S0378-1127(96)03870-4_BIB35
  article-title: Modeling spatial patterns (with discussion)
  publication-title: J. Roy. Stat. Soc.
  doi: 10.1111/j.2517-6161.1977.tb01615.x
– volume: 25
  start-page: 275
  year: 1979
  ident: 10.1016/S0378-1127(96)03870-4_BIB16
  article-title: A basal area ratio predictor of loblolly pine plantation mortality
  publication-title: For. Sci.
– volume: 39
  start-page: 756
  issue: 4
  year: 1993
  ident: 10.1016/S0378-1127(96)03870-4_BIB28
  article-title: Characterizing spatial patterns of trees using stem-mapped data
  publication-title: For. Sci.
– volume: 29
  start-page: 491
  issue: 3
  year: 1983
  ident: 10.1016/S0378-1127(96)03870-4_BIB36
  article-title: Using competitive stress index to estimate diameter growth for thinned Douglas-fir stands
  publication-title: For. Sci.
– volume: 7
  start-page: 35
  issue: 1
  year: 1961
  ident: 10.1016/S0378-1127(96)03870-4_BIB20
  article-title: Crown competition — a measure of density
  publication-title: For. Sci.
– volume: Vol. 1
  start-page: 134
  year: 1987
  ident: 10.1016/S0378-1127(96)03870-4_BIB30
  article-title: A new competition index based on weighted and constrained area potentially available
– start-page: 363
  year: 1992
  ident: 10.1016/S0378-1127(96)03870-4_BIB15
  article-title: Theory and models of inter-plant competition as a spatial process
– volume: 3
  start-page: 495
  year: 1973
  ident: 10.1016/S0378-1127(96)03870-4_BIB29
  article-title: A new index representing individual tree competitive status
  publication-title: Can. J. For. Res.
  doi: 10.1139/x73-073
– volume: 5
  start-page: 336
  issue: 2
  year: 1995
  ident: 10.1016/S0378-1127(96)03870-4_BIB8
  article-title: Small mammals in managed, naturally young, and old-growth forests
  publication-title: Ecol. Appl.
  doi: 10.2307/1942026
– volume: 27
  start-page: 429
  year: 1989
  ident: 10.1016/S0378-1127(96)03870-4_BIB11
  article-title: Individual competition indices for conifer plantations
  publication-title: Agric., Ecosys., Environ.
  doi: 10.1016/0167-8809(89)90103-5
– year: 1989
  ident: 10.1016/S0378-1127(96)03870-4_BIB13
  article-title: Extensive studies of fertilizing and thinning coastal Douglas-fir and western hemlock: An establishment report
– start-page: 278
  year: 1991
  ident: 10.1016/S0378-1127(96)03870-4_BIB9
– volume: 30
  start-page: 731
  issue: 3
  year: 1984
  ident: 10.1016/S0378-1127(96)03870-4_BIB25
  article-title: A comparison of competition measures and growth models for predicting plantation red pine diameter growth
  publication-title: For. Sci.
– volume: 28
  start-page: 45
  issue: 1
  year: 1982
  ident: 10.1016/S0378-1127(96)03870-4_BIB24
  article-title: Estimation of individual tree competition from horizontal point sample data
  publication-title: For. Sci.
– volume: 16
  start-page: 1230
  year: 1986
  ident: 10.1016/S0378-1127(96)03870-4_BIB12
  article-title: A comparison of competition measures for predicting growth of loblolly pine trees
  publication-title: Can. J. For. Res.
  doi: 10.1139/x86-218
– start-page: 74
  year: 1974
  ident: 10.1016/S0378-1127(96)03870-4_BIB17
  article-title: A simulation model for managing jack-pine stands
– volume: 41
  start-page: 360
  issue: 2
  year: 1995
  ident: 10.1016/S0378-1127(96)03870-4_BIB5
  article-title: Evaluation of competition indices in individual-tree growth models
  publication-title: For. Sci.
– start-page: 211
  year: 1994
  ident: 10.1016/S0378-1127(96)03870-4_BIB21
  article-title: High quality forestry: An alternative for management of national forest lands in Westem Washington
– volume: 68
  start-page: 82
  issue: 1
  year: 1987
  ident: 10.1016/S0378-1127(96)03870-4_BIB27
  article-title: Analysis of local variation in plant size
  publication-title: Ecology
  doi: 10.2307/1938807
– start-page: 172
  year: 1978
  ident: 10.1016/S0378-1127(96)03870-4_BIB33
  article-title: Estimating individual tree growth with tree polygons
– volume: 6
  start-page: 343
  year: 1983
  ident: 10.1016/S0378-1127(96)03870-4_BIB22
  article-title: Test of age-independent competition indices for individual trees in natural hardwood stands
  publication-title: For. Ecol. Manage.
  doi: 10.1016/0378-1127(83)90042-7
– start-page: 387
  year: 1991
  ident: 10.1016/S0378-1127(96)03870-4_BIB19
  article-title: Spatial competition models for plant populations
– start-page: 281
  year: 1991
  ident: 10.1016/S0378-1127(96)03870-4_BIB23
– start-page: 95
  year: 1991
  ident: 10.1016/S0378-1127(96)03870-4_BIB34
  article-title: Coastal western hemlock zone
– volume: 38
  start-page: 695
  issue: 3
  year: 1992
  ident: 10.1016/S0378-1127(96)03870-4_BIB4
  article-title: A comparison of distance-dependent competition measures for height and basal area growth of individual conifer trees
  publication-title: For. Sci.
– volume: 20
  start-page: 620
  year: 1990
  ident: 10.1016/S0378-1127(96)03870-4_BIB7
  article-title: Light regimes beneath closed canopies and tree-fall gaps in temperate and tropical forests
  publication-title: Can. J. For. Res.
  doi: 10.1139/x90-084
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Snippet Distance-independent and distance-dependent individual-tree basal area growth equations for Douglas-fir and western hemlock growth following thinning and...
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SubjectTerms ACLAREO
COMPETICION VEGETAL
COMPETITION VEGETALE
DIAMETER
DIAMETRE
DIAMETRO
ECLAIRCISSAGE
ESPACEMENT
ESPACIAMIENTO
FACTEUR DE RENDEMENT
FACTORES DE RENDIMIENTO
Growth and yield
GROWTH RATE
INDICE DE CRECIMIENTO
MODELE
MODELOS
PLANT COMPETITION
PSEUDOTSUGA MENZIESII
SPACING
Spatial competition indices
TAUX DE CROISSANCE
Tessellation
THINNING
TSUGA HETEROPHYLLA
YIELD FACTORS
Title Distance-dependent and distance-independent models of Douglas-fir and western hemlock basal area growth following silvicultural treatment
URI https://dx.doi.org/10.1016/S0378-1127(96)03870-4
https://www.proquest.com/docview/15818516
Volume 89
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