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Articles containing the keyword 'spatial model'

Category : Research article

article id 524, category Research article
Timo Pukkala, Jari Miina, Marc Palahí. (2002). Thinning response and thinning bias in a young Scots pine stand. Silva Fennica vol. 36 no. 4 article id 524. https://doi.org/10.14214/sf.524
Keywords: Pinus sylvestris; growth model; non-spatial model; spatial model
Abstract | View details | Full text in PDF | Author Info
The study analyses the annual post-thinning response and thinning bias of a young Scots pine stand as a function of tree size, competition faced by the tree, and competition that is removed around the tree in the thinning treatment. The thinning response of a tree was defined as the change of tree growth due to a thinning treatment. The thinning bias was defined as the difference between the true growth and model prediction. A distance-dependent (spatial) and a distance-independent (non-spatial) growth model were used in the calculations. The empirical data were measured from a thinning experiment consisting of ten plots, each 40 x 30 m in size, which were thinned to different stand densities. The ten-year post-thinning growth of every remaining tree was measured. The results indicated that the highest thinning response is among medium-sized and co-dominant trees. The thinning response is quite small, and even negative for some trees, for two years after thinning but it becomes clearly positive from the third year onwards. The spatial model underestimated the growth of small trees (which usually face high competition) while the non-spatial model overestimated the growth of trees that are small or face much competition. The spatial model used in this study overemphasized the effect of competition while the non-spatial model underestimated this effect. Both growth models overestimated the growth of trees in heavily thinned places, but this bias disappeared in two years. The negative bias was more pronounced with a spatial growth model because the tendency of the non-spatial model to underestimate the growth of trees facing little competition partly compensated for the negative bias.
  • Pukkala, University of Joensuu, Faculty of Forestry, P.O. Box 111, FIN-80101 Joensuu, Finland E-mail: timo.pukkala@joensuu.fi (email)
  • Miina, Finnish Forest Research Institute, Joensuu Research Centre, P.O. Box 68, FIN-80101 Joensuu, Finland E-mail: jm@nn.fi
  • Palahí, European Forest Institute, Torikatu 34, FIN-80100 Joensuu, Finland E-mail: mp@nn.fi

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Nohrstedt H.-Ö., Börjesson G. (1998) Respiration in a forest soil 27 years after fert.. Silva Fennica vol. 32 no. 4 article id 679 (remove) | Edit comment
Ilvessalo L., (1929) Utilization of tree classification in thinnings Acta Forestalia Fennica vol. 34 no. 38 article id 7251 (remove) | Edit comment
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Gordon J. G., Gatherum G. E. (1968) Photosynthesis and growth of selected Scots pine.. Silva Fennica vol. 2 no. 3 article id 4771 (remove) | Edit comment
Yli-Vakkuri P., Autio A. et al. (1968) Time lag between final cutting and regeneration Silva Fennica vol. 2 no. 3 article id 4769 (remove) | Edit comment
Lukkala O. J., (1939) Forest management of forests in drained peatland.. Silva Fennica vol. no. 52 article id 4567 (remove) | Edit comment
Aaltonen V. T., (1939) Root systems of trees and forest management Silva Fennica vol. no. 52 article id 4552 (remove) | Edit comment
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Seppälä K., (1968) Preliminary results of post-drainage development.. Silva Fennica vol. 2 no. 3 article id 4770 (remove) | Edit comment
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Westman C. J., (1977) Nutrient cycle in tree stands - Nordic symposium. Silva Fennica vol. 11 no. 3 article id 4977 (remove) | Edit comment
Laitakari E., (1935) Studies on the influence of stand and forest sit.. Acta Forestalia Fennica vol. 41 no. 4 article id 7317 (remove) | Edit comment
Berg B., Gundersen P. et al. (2007) Carbon sequestration rates in Swedish forest soi.. Silva Fennica vol. 41 no. 3 article id 288 (remove) | Edit comment
Mykrä S., Kurki S. (1998) ESC-strategy for rational operationalization of .. Silva Fennica vol. 32 no. 4 article id 680 (remove) | Edit comment