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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Bibliographic Details
Main Authors: Adame, P., Hynynen, J., Cañellas, I., del Río, M.
Format: artículo biblioteca
Language:English
Published: Elsevier 2008
Subjects:Individual-tree model, Mixed model, Diameter growth, Quercus pyrenaica,
Online Access:http://hdl.handle.net/20.500.12792/4823
http://hdl.handle.net/10261/290523
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spelling dig-inia-es-10261-2905232023-02-17T12:26:35Z Individual-tree diameter growth model for rebollo oak (Quercus pyrenaica Willd.) coppices Adame, P. Hynynen, J. Cañellas, I. del Río, M. Individual-tree model Mixed model Diameter growth Quercus pyrenaica 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. 2023-02-17T12:26:35Z 2023-02-17T12:26:35Z 2008 artículo Forest Ecology and Management 255(3-4): 1011-1022 (2008) 0378-1127 http://hdl.handle.net/20.500.12792/4823 http://hdl.handle.net/10261/290523 10.1016/j.foreco.2007.10.019 1872-7042 en none Elsevier
institution INIA ES
collection DSpace
country España
countrycode ES
component Bibliográfico
access En linea
databasecode dig-inia-es
tag biblioteca
region Europa del Sur
libraryname Biblioteca del INIA España
language English
topic Individual-tree model
Mixed model
Diameter growth
Quercus pyrenaica
Individual-tree model
Mixed model
Diameter growth
Quercus pyrenaica
spellingShingle Individual-tree model
Mixed model
Diameter growth
Quercus pyrenaica
Individual-tree model
Mixed model
Diameter growth
Quercus pyrenaica
Adame, P.
Hynynen, J.
Cañellas, I.
del Río, M.
Individual-tree diameter growth model for rebollo oak (Quercus pyrenaica Willd.) coppices
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 artículo
topic_facet Individual-tree model
Mixed model
Diameter growth
Quercus pyrenaica
author Adame, P.
Hynynen, J.
Cañellas, I.
del Río, M.
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
publisher Elsevier
publishDate 2008
url http://hdl.handle.net/20.500.12792/4823
http://hdl.handle.net/10261/290523
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AT canellasi individualtreediametergrowthmodelforrebollooakquercuspyrenaicawilldcoppices
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