Individual-tree diameter growth model for rebollo oak (Quercus pyrenaica Willd.) coppices

In this study, a distance-independent mixed model was developed for predicting the diameter growth of individual trees in Mediterranean oak (Quercus pyrenaica Willd.) coppices located in northwest Spain. The data used to build the model came from 41 permanent plots belonging to the Spanish National Forest Inventory with the dependent variable being 10-year diameter increment over bark for trees larger than 7.5 cm at breast height. The basic field data required for predictions had been divided into four main groups size of the tree, stand variables, competition indices and biogeoclimatic variables. The most significant independent variables were the individual-tree diameter, the basal area of trees larger than the subject tree, dominant height, site index and biogeoclimatic stratum. The model was defined as a mixed linear model with random plot effect, achieving an efficiency of 44.38%. The accuracy of the model was tested against the modelling data and against independent data from the same stands. Mixed model calibration of diameter increment was carried out with the independent data using a different sample of complementary observations of the dependent variable. The calibrated model was an improvement on the trivial model, which assumes constancy in diameter increment for a short projection period, especially the pattern of residuals with respect to predicted diameter and the independent variables. © 2007 Elsevier B.V. All rights reserved.

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Main Authors: Adame, P., Hynynen, J., Cañellas, I., del Río, M.
Format: journal article biblioteca
Language:eng
Published: 2008
Online Access:http://hdl.handle.net/20.500.12792/4823
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spelling dig-inia-es-20.500.12792-48232020-12-15T09:46:23Z Individual-tree diameter growth model for rebollo oak (Quercus pyrenaica Willd.) coppices Adame, P. Hynynen, J. Cañellas, I. del Río, M. In this study, a distance-independent mixed model was developed for predicting the diameter growth of individual trees in Mediterranean oak (Quercus pyrenaica Willd.) coppices located in northwest Spain. The data used to build the model came from 41 permanent plots belonging to the Spanish National Forest Inventory with the dependent variable being 10-year diameter increment over bark for trees larger than 7.5 cm at breast height. The basic field data required for predictions had been divided into four main groups size of the tree, stand variables, competition indices and biogeoclimatic variables. The most significant independent variables were the individual-tree diameter, the basal area of trees larger than the subject tree, dominant height, site index and biogeoclimatic stratum. The model was defined as a mixed linear model with random plot effect, achieving an efficiency of 44.38%. The accuracy of the model was tested against the modelling data and against independent data from the same stands. Mixed model calibration of diameter increment was carried out with the independent data using a different sample of complementary observations of the dependent variable. The calibrated model was an improvement on the trivial model, which assumes constancy in diameter increment for a short projection period, especially the pattern of residuals with respect to predicted diameter and the independent variables. © 2007 Elsevier B.V. All rights reserved. 2020-10-22T18:11:05Z 2020-10-22T18:11:05Z 2008 journal article http://hdl.handle.net/20.500.12792/4823 10.1016/j.foreco.2007.10.019 eng Attribution-NonCommercial-ShareAlike 4.0 International http://creativecommons.org/licenses/by-nc-sa/4.0/ open access
institution INIA ES
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country España
countrycode ES
component Bibliográfico
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databasecode dig-inia-es
tag biblioteca
region Europa del Sur
libraryname Biblioteca del INIA España
language eng
description In this study, a distance-independent mixed model was developed for predicting the diameter growth of individual trees in Mediterranean oak (Quercus pyrenaica Willd.) coppices located in northwest Spain. The data used to build the model came from 41 permanent plots belonging to the Spanish National Forest Inventory with the dependent variable being 10-year diameter increment over bark for trees larger than 7.5 cm at breast height. The basic field data required for predictions had been divided into four main groups size of the tree, stand variables, competition indices and biogeoclimatic variables. The most significant independent variables were the individual-tree diameter, the basal area of trees larger than the subject tree, dominant height, site index and biogeoclimatic stratum. The model was defined as a mixed linear model with random plot effect, achieving an efficiency of 44.38%. The accuracy of the model was tested against the modelling data and against independent data from the same stands. Mixed model calibration of diameter increment was carried out with the independent data using a different sample of complementary observations of the dependent variable. The calibrated model was an improvement on the trivial model, which assumes constancy in diameter increment for a short projection period, especially the pattern of residuals with respect to predicted diameter and the independent variables. © 2007 Elsevier B.V. All rights reserved.
format journal article
author Adame, P.
Hynynen, J.
Cañellas, I.
del Río, M.
spellingShingle Adame, P.
Hynynen, J.
Cañellas, I.
del Río, M.
Individual-tree diameter growth model for rebollo oak (Quercus pyrenaica Willd.) coppices
author_facet Adame, P.
Hynynen, J.
Cañellas, I.
del Río, M.
author_sort Adame, P.
title Individual-tree diameter growth model for rebollo oak (Quercus pyrenaica Willd.) coppices
title_short Individual-tree diameter growth model for rebollo oak (Quercus pyrenaica Willd.) coppices
title_full Individual-tree diameter growth model for rebollo oak (Quercus pyrenaica Willd.) coppices
title_fullStr Individual-tree diameter growth model for rebollo oak (Quercus pyrenaica Willd.) coppices
title_full_unstemmed Individual-tree diameter growth model for rebollo oak (Quercus pyrenaica Willd.) coppices
title_sort individual-tree diameter growth model for rebollo oak (quercus pyrenaica willd.) coppices
publishDate 2008
url http://hdl.handle.net/20.500.12792/4823
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AT canellasi individualtreediametergrowthmodelforrebollooakquercuspyrenaicawilldcoppices
AT delriom individualtreediametergrowthmodelforrebollooakquercuspyrenaicawilldcoppices
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