Distance-dependent models for predicting the development of mixed coniferous forests in Finland

Distance-dependent growth models and crown models, based on extensive material, were built for Scots pine and Norway spruce growing in a mixed forest. The crown ratio was also used as a predictor in a diameter growth model to better describe the thinning reaction. The effect of crown ratio on th...

Full description

Bibliographic Details
Main Author: Vettenranta, Jouni
Format: Article
Language:English
Published: Finnish Society of Forest Science 1999-01-01
Series:Silva Fennica
Online Access:https://www.silvafennica.fi/article/670
_version_ 1811315070550933504
author Vettenranta, Jouni
author_facet Vettenranta, Jouni
author_sort Vettenranta, Jouni
collection DOAJ
description Distance-dependent growth models and crown models, based on extensive material, were built for Scots pine and Norway spruce growing in a mixed forest. The crown ratio was also used as a predictor in a diameter growth model to better describe the thinning reaction. The effect of crown ratio on the growth dynamics was studied in simulation examples. Monte Carlo simulation was used to correct the bias caused by nonlinear transformations of predictors and response. After thinnings the crown ratio as a predictor was found to be a clear growth-retarding factor. The growth retarding effect was stronger among pines with thinnings from below, whereas the estimated yield of spruces over rotation was slightly greater when the crown ratio was included than without it. With each type of thinning the effect of crown ratio on pine growth was almost the same, but the growth of spruces was clearly delayed when the stand was thinned from above. Simulation examples also showed that it is profitable to raise the proportion of spruces during rotation, since spruces maintain the growth more vigorous at older ages. The total yield during 90 years rotation was about 20% higher if the stand was transformed into a pure spruce stand instead of pine.
first_indexed 2024-04-13T11:23:43Z
format Article
id doaj.art-e422ee24b2a24676bf08b43d150aac3b
institution Directory Open Access Journal
issn 2242-4075
language English
last_indexed 2024-04-13T11:23:43Z
publishDate 1999-01-01
publisher Finnish Society of Forest Science
record_format Article
series Silva Fennica
spelling doaj.art-e422ee24b2a24676bf08b43d150aac3b2022-12-22T02:48:45ZengFinnish Society of Forest ScienceSilva Fennica2242-40751999-01-0133110.14214/sf.670Distance-dependent models for predicting the development of mixed coniferous forests in FinlandVettenranta, JouniDistance-dependent growth models and crown models, based on extensive material, were built for Scots pine and Norway spruce growing in a mixed forest. The crown ratio was also used as a predictor in a diameter growth model to better describe the thinning reaction. The effect of crown ratio on the growth dynamics was studied in simulation examples. Monte Carlo simulation was used to correct the bias caused by nonlinear transformations of predictors and response. After thinnings the crown ratio as a predictor was found to be a clear growth-retarding factor. The growth retarding effect was stronger among pines with thinnings from below, whereas the estimated yield of spruces over rotation was slightly greater when the crown ratio was included than without it. With each type of thinning the effect of crown ratio on pine growth was almost the same, but the growth of spruces was clearly delayed when the stand was thinned from above. Simulation examples also showed that it is profitable to raise the proportion of spruces during rotation, since spruces maintain the growth more vigorous at older ages. The total yield during 90 years rotation was about 20% higher if the stand was transformed into a pure spruce stand instead of pine.https://www.silvafennica.fi/article/670
spellingShingle Vettenranta, Jouni
Distance-dependent models for predicting the development of mixed coniferous forests in Finland
Silva Fennica
title Distance-dependent models for predicting the development of mixed coniferous forests in Finland
title_full Distance-dependent models for predicting the development of mixed coniferous forests in Finland
title_fullStr Distance-dependent models for predicting the development of mixed coniferous forests in Finland
title_full_unstemmed Distance-dependent models for predicting the development of mixed coniferous forests in Finland
title_short Distance-dependent models for predicting the development of mixed coniferous forests in Finland
title_sort distance dependent models for predicting the development of mixed coniferous forests in finland
url https://www.silvafennica.fi/article/670
work_keys_str_mv AT vettenrantajouni distancedependentmodelsforpredictingthedevelopmentofmixedconiferousforestsinfinland