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, silvicultur...
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Czech Academy of Agricultural Sciences
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ftdoajarticles:oai:doaj.org/article:68da13c96b0d43c3b4b6deeb2b7f590f 2023-05-15T13:54:41+02:00 Proposals for Nothofagus antarctica diameter growth estimation: simple vs. global models H. Ivancich G.J. Martínez Pastur M.V. Lencinas J.M. Cellini P.L. Peri 2014-08-01T00:00:00Z https://doi.org/10.17221/22/2014-JFS https://doaj.org/article/68da13c96b0d43c3b4b6deeb2b7f590f EN eng Czech Academy of Agricultural Sciences https://jfs.agriculturejournals.cz/artkey/jfs-201408-0001_proposals-for-nothofagus-antarctica-diameter-growth-estimation-simple-vs-global-models.php https://doaj.org/toc/1212-4834 https://doaj.org/toc/1805-935X 1212-4834 1805-935X doi:10.17221/22/2014-JFS https://doaj.org/article/68da13c96b0d43c3b4b6deeb2b7f590f Journal of Forest Science, Vol 60, Iss 8, Pp 307-317 (2014) growth models site quality crown class Forestry SD1-669.5 article 2014 ftdoajarticles https://doi.org/10.17221/22/2014-JFS 2023-02-26T01:34:40Z 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. Article in Journal/Newspaper Antarc* Antarctica Directory of Open Access Journals: DOAJ Articles Argentina Patagonia Journal of Forest Science 60 8 307 317 |
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Directory of Open Access Journals: DOAJ Articles |
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topic |
growth models site quality crown class Forestry SD1-669.5 |
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growth models site quality crown class Forestry SD1-669.5 H. Ivancich G.J. Martínez Pastur M.V. Lencinas J.M. Cellini P.L. Peri Proposals for Nothofagus antarctica diameter growth estimation: simple vs. global models |
topic_facet |
growth models site quality crown class Forestry SD1-669.5 |
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 |
Article in Journal/Newspaper |
author |
H. Ivancich G.J. Martínez Pastur M.V. Lencinas J.M. Cellini P.L. Peri |
author_facet |
H. Ivancich G.J. Martínez Pastur M.V. Lencinas J.M. Cellini P.L. Peri |
author_sort |
H. Ivancich |
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://doi.org/10.17221/22/2014-JFS https://doaj.org/article/68da13c96b0d43c3b4b6deeb2b7f590f |
geographic |
Argentina Patagonia |
geographic_facet |
Argentina Patagonia |
genre |
Antarc* Antarctica |
genre_facet |
Antarc* Antarctica |
op_source |
Journal of Forest Science, Vol 60, Iss 8, Pp 307-317 (2014) |
op_relation |
https://jfs.agriculturejournals.cz/artkey/jfs-201408-0001_proposals-for-nothofagus-antarctica-diameter-growth-estimation-simple-vs-global-models.php https://doaj.org/toc/1212-4834 https://doaj.org/toc/1805-935X 1212-4834 1805-935X doi:10.17221/22/2014-JFS https://doaj.org/article/68da13c96b0d43c3b4b6deeb2b7f590f |
op_doi |
https://doi.org/10.17221/22/2014-JFS |
container_title |
Journal of Forest Science |
container_volume |
60 |
container_issue |
8 |
container_start_page |
307 |
op_container_end_page |
317 |
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1766260755644022784 |