Proposals for Nothofagus antarctica diameter growth estimation: simple vs. global models

Tree growth is one of the main variables needed for forest management planning. The use of simple models containing traditional equations to describe tree growth is common. However, equations that incorporate different factors (e.g. site quality of the stands, crown classes of the trees, silvicultural treatments) may improve their accuracy in a wide range of stand conditions. The aim of this work was to compare the accuracy of tree diameter growth models using (i) a family of simple equations adjusted by stand site quality and crown class of trees, and (ii) a unique global equation including stand and individual tree variables. Samplings were conducted in 136 natural even-aged Nothofagus antarctica (Forster f.) Oersted stands in Southern Patagonia (Argentina) covering age (20–200 years), crown class and site quality gradients. The following diameter growth models were fitted: 16 simple equations using two independent variables (age and one equation for each stand site quality or crown class) based on Richards model, plus a unique global equation using three independent variables (age, stand site quality and crown class). Simple equations showed higher variability in their accuracy, explained between 54% and 92% of the data variation. The global model presented similar accuracy like the better equations of the simple growth models. The unification of the simple growth models into a unique global equation did not greatly improve the accuracy of estimations, but positively influenced the biological response of the model. Another advantage of the global equation is the simple use under a wide range of natural stand conditions. The proposed global model allows to explain the tree growth of N. antarctica trees along the natural studied gradients.

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Main Authors: Ivancich, Horacio Simón, Martínez Pastur, Guillermo José, Lencinas, María Vanessa, Cellini, Juan Manuel, Peri, Pablo Luis
Format: info:ar-repo/semantics/artículo biblioteca
Language:eng
Published: Czech Academy of Agricultural Sciences 2014
Subjects:Bosques, Nothofagus, Diámetro, Modelos de Crecimiento Forestal, Clases de Copa, Características del Sitio, Forests, Diameter, Growth Models, Crown Classes, Site Factors, Nothofagus antarctica,
Online Access:https://www.agriculturejournals.cz/publicFiles/22_2014-JFS.pdf
http://hdl.handle.net/20.500.12123/3965
https://doi.org/10.17221/22/2014-JFS
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spelling oai:localhost:20.500.12123-39652018-11-26T13:51:12Z Proposals for Nothofagus antarctica diameter growth estimation: simple vs. global models Ivancich, Horacio Simón Martínez Pastur, Guillermo José Lencinas, María Vanessa Cellini, Juan Manuel Peri, Pablo Luis Bosques Nothofagus Diámetro Modelos de Crecimiento Forestal Clases de Copa Características del Sitio Forests Diameter Growth Models Crown Classes Site Factors Nothofagus antarctica Tree growth is one of the main variables needed for forest management planning. The use of simple models containing traditional equations to describe tree growth is common. However, equations that incorporate different factors (e.g. site quality of the stands, crown classes of the trees, silvicultural treatments) may improve their accuracy in a wide range of stand conditions. The aim of this work was to compare the accuracy of tree diameter growth models using (i) a family of simple equations adjusted by stand site quality and crown class of trees, and (ii) a unique global equation including stand and individual tree variables. Samplings were conducted in 136 natural even-aged Nothofagus antarctica (Forster f.) Oersted stands in Southern Patagonia (Argentina) covering age (20–200 years), crown class and site quality gradients. The following diameter growth models were fitted: 16 simple equations using two independent variables (age and one equation for each stand site quality or crown class) based on Richards model, plus a unique global equation using three independent variables (age, stand site quality and crown class). Simple equations showed higher variability in their accuracy, explained between 54% and 92% of the data variation. The global model presented similar accuracy like the better equations of the simple growth models. The unification of the simple growth models into a unique global equation did not greatly improve the accuracy of estimations, but positively influenced the biological response of the model. Another advantage of the global equation is the simple use under a wide range of natural stand conditions. The proposed global model allows to explain the tree growth of N. antarctica trees along the natural studied gradients. EEA Santa Cruz Fil: Ivancich, Horacio Simón. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Austral de Investigaciones Científicas; Argentina Fil: Martínez Pastur, Guillermo José. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Austral de Investigaciones Cientificas; Argentina Fil: Lencinas, María Vanessa. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Austral de Investigaciones Científicas; Argentina Fil: Cellini, Juan Manuel. Universidad Nacional de la Plata. Facultad de Ciencias Naturales y Museo. Laboratorio de Investigacion en Sistemas Ecologicos y Ambientales; Argentina Fil: Peri, Pablo Luis. Instituto Nacional de Tecnología Agropecuaria (INTA). Estación Experimental Agropecuaria Santa Cruz; Argentina. Universidad Nacional de la Patagonia Austral; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina 2018-11-26T13:48:49Z 2018-11-26T13:48:49Z 2014 info:ar-repo/semantics/artículo info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://www.agriculturejournals.cz/publicFiles/22_2014-JFS.pdf http://hdl.handle.net/20.500.12123/3965 1212-4834 1805-935X https://doi.org/10.17221/22/2014-JFS eng info:eu-repo/semantics/openAccess application/pdf Czech Academy of Agricultural Sciences Journal of Forest Science 60 (8) : 307–317 (2014)
institution INTA AR
collection DSpace
country Argentina
countrycode AR
component Bibliográfico
access En linea
databasecode dig-inta-ar
tag biblioteca
region America del Sur
libraryname Biblioteca Central del INTA Argentina
language eng
topic Bosques
Nothofagus
Diámetro
Modelos de Crecimiento Forestal
Clases de Copa
Características del Sitio
Forests
Diameter
Growth Models
Crown Classes
Site Factors
Nothofagus antarctica
Bosques
Nothofagus
Diámetro
Modelos de Crecimiento Forestal
Clases de Copa
Características del Sitio
Forests
Diameter
Growth Models
Crown Classes
Site Factors
Nothofagus antarctica
spellingShingle Bosques
Nothofagus
Diámetro
Modelos de Crecimiento Forestal
Clases de Copa
Características del Sitio
Forests
Diameter
Growth Models
Crown Classes
Site Factors
Nothofagus antarctica
Bosques
Nothofagus
Diámetro
Modelos de Crecimiento Forestal
Clases de Copa
Características del Sitio
Forests
Diameter
Growth Models
Crown Classes
Site Factors
Nothofagus antarctica
Ivancich, Horacio Simón
Martínez Pastur, Guillermo José
Lencinas, María Vanessa
Cellini, Juan Manuel
Peri, Pablo Luis
Proposals for Nothofagus antarctica diameter growth estimation: simple vs. global models
description Tree growth is one of the main variables needed for forest management planning. The use of simple models containing traditional equations to describe tree growth is common. However, equations that incorporate different factors (e.g. site quality of the stands, crown classes of the trees, silvicultural treatments) may improve their accuracy in a wide range of stand conditions. The aim of this work was to compare the accuracy of tree diameter growth models using (i) a family of simple equations adjusted by stand site quality and crown class of trees, and (ii) a unique global equation including stand and individual tree variables. Samplings were conducted in 136 natural even-aged Nothofagus antarctica (Forster f.) Oersted stands in Southern Patagonia (Argentina) covering age (20–200 years), crown class and site quality gradients. The following diameter growth models were fitted: 16 simple equations using two independent variables (age and one equation for each stand site quality or crown class) based on Richards model, plus a unique global equation using three independent variables (age, stand site quality and crown class). Simple equations showed higher variability in their accuracy, explained between 54% and 92% of the data variation. The global model presented similar accuracy like the better equations of the simple growth models. The unification of the simple growth models into a unique global equation did not greatly improve the accuracy of estimations, but positively influenced the biological response of the model. Another advantage of the global equation is the simple use under a wide range of natural stand conditions. The proposed global model allows to explain the tree growth of N. antarctica trees along the natural studied gradients.
format info:ar-repo/semantics/artículo
topic_facet Bosques
Nothofagus
Diámetro
Modelos de Crecimiento Forestal
Clases de Copa
Características del Sitio
Forests
Diameter
Growth Models
Crown Classes
Site Factors
Nothofagus antarctica
author Ivancich, Horacio Simón
Martínez Pastur, Guillermo José
Lencinas, María Vanessa
Cellini, Juan Manuel
Peri, Pablo Luis
author_facet Ivancich, Horacio Simón
Martínez Pastur, Guillermo José
Lencinas, María Vanessa
Cellini, Juan Manuel
Peri, Pablo Luis
author_sort Ivancich, Horacio Simón
title Proposals for Nothofagus antarctica diameter growth estimation: simple vs. global models
title_short Proposals for Nothofagus antarctica diameter growth estimation: simple vs. global models
title_full Proposals for Nothofagus antarctica diameter growth estimation: simple vs. global models
title_fullStr Proposals for Nothofagus antarctica diameter growth estimation: simple vs. global models
title_full_unstemmed Proposals for Nothofagus antarctica diameter growth estimation: simple vs. global models
title_sort proposals for nothofagus antarctica diameter growth estimation: simple vs. global models
publisher Czech Academy of Agricultural Sciences
publishDate 2014
url https://www.agriculturejournals.cz/publicFiles/22_2014-JFS.pdf
http://hdl.handle.net/20.500.12123/3965
https://doi.org/10.17221/22/2014-JFS
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AT lencinasmariavanessa proposalsfornothofagusantarcticadiametergrowthestimationsimplevsglobalmodels
AT cellinijuanmanuel proposalsfornothofagusantarcticadiametergrowthestimationsimplevsglobalmodels
AT peripabloluis proposalsfornothofagusantarcticadiametergrowthestimationsimplevsglobalmodels
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