Weibull models for single-tree increment of Norway spruce, Scots pine, birch and other broadleaves in Norway
Abstract:Distance-independent, non-linear models of 5-year diameter increment for Norway spruce, Scots pine, birch and other broadleaved trees were developed, evaluated and compared on data from the Norwegian National Forest Inventory. The models were based on a Weibull curve dependent on diameter and a modifier function dependent on site parameters. A non-linear mixed model approach was used to fit the models. Model fit was assessed by the Pseudo-R2 on total level and on plot level reflecting a random plot effect. The [image omitted] values were 0.31, 0.20, 0.13 and 0.10 for Norway spruce, Scots pine, birch and other broadleaves, respectively. The bias estimates from an independent validation were 0.1, 0.0, 0.1 and 0.3 mm for Norway spruce, Scots pine, birch and other broadleaves, respectively. The results from the independent validation were compared with results from identical tests of three other sets of models. The comparison indicated good model performance of the current models. The models were also compared by evaluating their behaviour when the tree size component was extrapolated beyond the range of the model development data. The results indicated that an additive model of diameter increment and the current non-linear Weibull and modifier model of diameter increment performed best.
Document Type: Research Article
Affiliations: Department of Ecology and Natural Resource Management, Norwegian University of Life Sciences, Ås, Norway
Publication date: February 1, 2009