A review of stand basal area growth models

2007 ◽  
Vol 9 (1) ◽  
pp. 85-94 ◽  
Author(s):  
Hong-gang Sun ◽  
Jian-guo Zhang ◽  
Ai-guo Duan ◽  
Cai-yun He
Keyword(s):  
Growth Models ◽  
Basal Area ◽  
Basal Area Growth ◽  
Area Growth ◽  
Stand Basal Area

Growth and wood quality of young loblolly pine trees in relation to stand density and climatic factors

1988 ◽  
Vol 18 (7) ◽  
pp. 851-858 ◽  
Author(s):  
B. M. Cregg ◽  
P. M. Dougherty ◽  
T. C. Hennessey
Keyword(s):  
Specific Gravity ◽  
Loblolly Pine ◽  
Growth Rates ◽  
Basal Area ◽  
Summer Rainfall ◽  
Tree Size ◽  
Basal Area Growth ◽  
Area Growth ◽  
Summer Growth ◽  
Stand Basal Area

A 10-year-old stand of loblolly pine (Pinustaeda L.) in southeastern Oklahoma was thinned to three target basal-area levels: 5.8, 11.5, and 23 m2•ha−1 (control). Specific gravity, latewood percentage, date of transition from earlywood to latewood, growth, and climate variables were measured for 2 years after thinning. Variation in the measured wood properties was more influenced by climatic variation than by the thinning treatments. Diameter growth and per-tree basal-area growth were significantly greater on the thinned treatments both years after thinning. However, stand basal-area growth was greatest on the unthinned treatment. Basal-area growth rates were significantly related to stand basal area, tree size, soil water potential, and air temperature. Early in the summer, growth was positively related to mean daily temperature, while later in the summer, growth was negatively related to mean daily temperature, reflecting the influence of high-temperature stress on growth. A year with high summer rainfall (1984) resulted in wood with a higher percentage of latewood and higher specific gravity than wood produced in a year with low summer rainfall (1985). The date of latewood initiation was significantly related to tree size, soil moisture, and evaporative demand. The date of transition from earlywood to latewood occurred 10–14 days sooner on the unthinned plots in both years. However, annual ring latewood percentage and specific gravity were not significantly affected by thinning. Increased late-season growth rates compensated for the later transition date on the thinned treatments, resulting in no net change in ring latewood percentage due to thinning. The results indicate that individual tree basal-area growth can be increased by thinning without reducing wood density.

scholarly journals Species Mixing Effects on Height–Diameter and Basal Area Increment Models for Scots Pine and Maritime Pine

Forests ◽  
2019 ◽  
Vol 10 (3) ◽  
pp. 249 ◽  
Author(s):  
José Riofrío ◽  
Miren del Río ◽  
Douglas Maguire ◽  
Felipe Bravo
Keyword(s):  
Scots Pine ◽  
Tree Growth ◽  
Growth Models ◽  
Basal Area ◽  
Maritime Pine ◽  
Basal Area Increment ◽  
Mixing Effects ◽  
Basal Area Growth ◽  
Area Growth ◽  
Species Mixtures

Models that incorporate known species-mixing effects on tree growth are essential tools to properly design silvicultural guidelines for mixed-species stands. Here, we developed generalized height–diameter (h-d) and basal area growth models for mixed stands of two main forest species in Spain: Scots pine (Pinus sylvestris L.) and Maritime pine (Pinus pinaster Ait.). Mixed-effects models were fitted from plot measurement and tree rings data from 726 Scots pine and 693 Maritime pine trees from mixed and pure stands in the Northern Iberian Range in Spain, with the primary objective of representing interactions between the species where they are interspersed in mixtures of varying proportions. An independent dataset was used to test the performance of the h-d models against models previously fitted for monospecific stands of both species. Basal area increment models were evaluated using a 10-fold block cross-validation procedure. We found that species mixing had contrasting effects on the species in both models. In h-d models, the species-mixing proportion determined the effect of species interactions. Basal area growth models showed that interspecific competition was influential only for Maritime pine; however, these effects differed depending on the mode of competition. For Scots pine, tree growth was not restricted by interspecies competition. The combination of mixed-effect models and the inclusion of parameters expressing species-mixing enhanced estimates of tree height and basal area growth compared with the available models previously developed for pure stands. Although the species-mixing effects were successfully represented in the fitted models, additional model components for accurately simulating the stand dynamics of mixtures with Scots pine and Maritime pine and other species mixtures require similar model refinements. Upon the completion of analyses required for these model refinements, the degree of improvement in simulating growth in species mixtures, including the effects of different management options, can be evaluated.

scholarly journals Distance-independent tree basal area growth models for Norway spruce, Douglas-fir and Japanese larch in Southern Belgium

2016 ◽  
Vol 136 (2) ◽  
pp. 193-204 ◽  
Author(s):  
Jérôme Perin ◽  
Hugues Claessens ◽  
Philippe Lejeune ◽  
Yves Brostaux ◽  
Jacques Hébert
Keyword(s):  
Norway Spruce ◽  
Growth Models ◽  
Basal Area ◽  
Douglas Fir ◽  
Japanese Larch ◽  
Basal Area Growth ◽  
Area Growth

scholarly journals Application and limitations of growth models for silvicultural purposes in heterogeneously structured forest in Sweden

2013 ◽  
Vol 59 (No. 11) ◽  
pp. 458-473 ◽  
Author(s):  
L. Drössler ◽  
N. Fahlvik ◽  
B. Elfving
Keyword(s):  
Growth Models ◽  
Basal Area ◽  
Single Tree ◽  
Growth Functions ◽  
Basal Area Growth ◽  
Area Growth ◽  
Single Tree Selection ◽  
Spruce Stands ◽  
Selection Forest ◽  
Using Data

The paper addresses the problem of estimating future stand development in heterogeneously structured forests in Sweden; specifically, multi-layered spruce stands and mature pine stands with advanced spruce undergrowth. We first introduce various supporting concepts and models with their empirical databases, model validation and constraints. Secondly, Swedish single-tree growth functions designed for more heterogeneously structured forest are tested using data from inventory plots, a thinning experiment in an uneven-aged forest stand, and yield plots in pristine forest. Future growth of a managed, multi-layered forest was simulated and is compared with other selected functions. Simulation results, expected errors and time constraints are discussed. For most models, projected stand basal area growth deviated 10–20% from the observed growth in individual stands. In single stands, the deviation ranged from 0 to 60%. Validation periods were often 5–15 years, sometimes even more than 30 years. For Swedish single-tree basal area growth functions, on average, a 5% overestimate was found for heterogeneously structured forest across Sweden. Observed growth in a boreal single-tree selection forest was underestimated by 12.5% fifteen years after thinning from above.

Growth Response of Upland Oak Sawtimber Stands to Thinning in Connecticut

1991 ◽  
Vol 8 (3) ◽  
pp. 104-107 ◽  
Author(s):  
Jeffrey S. Ward
Keyword(s):  
Growth Response ◽  
Basal Area ◽  
Basal Area Growth ◽  
Area Growth ◽  
Stem Quality ◽  
Epicormic Branching ◽  
Stand Basal Area ◽  
Forest Managers

Abstract Thirty pairs of thinned and unthinned plots in roadside fuelwood areas, and 12 plots in each of 2 commercial cordwood thinnings were located in Connecticut oak sawtimber stands. Thinning during 1969-82 reduced stocking on plots an average of 30%. Subsequent stand basal area growth, cubic-foot growth, and board-foot growth were similar among all treatments. There was no decrease in stem quality nor increase in epicormic branching associated with thinning. Thinning mature oak sawtimber stands provides forest managers an opportunity to capture volume of declining trees while increasing growth on residual oak sawtimber. North. J. Appl. For. 8(3):104-107.

scholarly journals Basal area growth models for Eucalyptus tereticornis Smith stands on the Colombian Atlantic coast

2020 ◽  
Vol 26 (2) ◽  
Author(s):  
Alonso Barrios-Trilleras ◽  
Ana Milena López-Aguirre
Keyword(s):  
Goodness Of Fit ◽  
Prediction Models ◽  
Growth Models ◽  
Basal Area ◽  
Eucalyptus Tereticornis ◽  
Competition Index ◽  
Important Species ◽  
Dominant Height ◽  
Basal Area Growth ◽  
Area Growth

Eucalyptus tereticornis is an important species used in reforestation programs in Colombia. Information on the dynamics and development of the E. tereticornis stands is required to improve management planning. This study compares nine basal area growth models, evaluating their goodness of fit and prediction, and describes their linkage to a thinning response model for E. tereticornis plantations. The evaluated models showed a good fit to the data, the R2adj ranged between 0.90 - 0.92 and 0.69 - 0.86 for the basal area projection and prediction models, respectively. The root of the mean square error (RMSE) ranged between 1.080 m2 ha-1 - 1.343 m2 ha-1 for basal area projection models and 1.671 m2 ha-1 - 2.206 m2 ha-1 for basal area prediction models. The selected basal area model for unthinned stands depends on the age, stand density, and dominant height. For the thinned stands, the basal area was predicted using a competition index that depends on the age and the dominant height of the stand. The competition index had an R2adj = 0.87, and a standard error of estimate of 0.031%. The system of equations presented a slight tendency to overestimate with a mean error of -0.14 m2 ha-1 and a RMSE of 0.696 m2 ha-1. This way, the developed models have the potential to be applied to unthinned and thinned stands with different ages, productivity, and planting densities. The developed models provide new tools to support forest management and research of the species growing in plantations.

scholarly journals Individual-Tree Basal Area Growth, Survival, and Total Height Models for Upland Hardwoods in the Boston Mountains of Arkansas

1998 ◽  
Vol 22 (3) ◽  
pp. 184-192 ◽  
Author(s):  
Paul A. Murphy ◽  
David L. Graney
Keyword(s):  
Growth Models ◽  
Basal Area ◽  
Permanent Plots ◽  
Test Model ◽  
Individual Tree ◽  
Basal Area Growth ◽  
Area Growth ◽  
Tree Models ◽  
Quadratic Mean Diameter ◽  
Mean Differences

Abstract Models were developed for individual-tree basal area growth, survival, and total heights for different species of upland hardwoods in the Boston Mountains of north Arkansas. Data used were from 87 permanent plots located in an array of different sites and stand ages; the plots were thinned to different stocking levels and included unthinned controls. To test these three tree models, stand development for 5 and 10 yr were simulated in terms of stand basal area/ac, numbers of trees/ac, and quadratic mean diameter. Percent mean differences for the three variables indicated no serious biases. A long-term projection of 100 yr to test model reasonableness showed development that would be consistent with these stands. These equations provide forest managers the first upland hardwood individual-tree growth models specifically for this region. South. J. Appl. For. 22(3):184-192.

scholarly journals Modelling stand basal area growth for radiata pine plantations in Northwestern Spain using the GADA

2007 ◽  
Vol 64 (6) ◽  
pp. 609-619 ◽  
Author(s):  
Fernando Castedo-Dorado ◽  
Ulises Diéguez-Aranda ◽  
Marcos Barrio-Anta ◽  
Juan Gabriel Álvarez-Gonzàlez
Keyword(s):  
Basal Area ◽  
Radiata Pine ◽  
Pine Plantations ◽  
Basal Area Growth ◽  
Area Growth ◽  
Northwestern Spain ◽  
Stand Basal Area
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