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Development and evaluation of height diameter at breast models for native Chinese Metasequoia
Accurate tree height and diameter at breast height (dbh) are important input variables for growth and yield models. A total of 5503 Chinese Metasequoia trees were used in this study. We studied 53 fitted models, of which 7 were linear models and 46 were non-linear models. These models were divided i...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5560716/ https://www.ncbi.nlm.nih.gov/pubmed/28817600 http://dx.doi.org/10.1371/journal.pone.0182170 |
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author | Liu, Mu Feng, Zhongke Zhang, Zhixiang Ma, Chenghui Wang, Mingming Lian, Bo-ling Sun, Renjie Zhang, Li |
author_facet | Liu, Mu Feng, Zhongke Zhang, Zhixiang Ma, Chenghui Wang, Mingming Lian, Bo-ling Sun, Renjie Zhang, Li |
author_sort | Liu, Mu |
collection | PubMed |
description | Accurate tree height and diameter at breast height (dbh) are important input variables for growth and yield models. A total of 5503 Chinese Metasequoia trees were used in this study. We studied 53 fitted models, of which 7 were linear models and 46 were non-linear models. These models were divided into two groups of single models and multivariate models according to the number of independent variables. The results show that the allometry equation of tree height which has diameter at breast height as independent variable can better reflect the change of tree height; in addition the prediction accuracy of the multivariate composite models is higher than that of the single variable models. Although tree age is not the most important variable in the study of the relationship between tree height and dbh, the consideration of tree age when choosing models and parameters in model selection can make the prediction of tree height more accurate. The amount of data is also an important parameter what can improve the reliability of models. Other variables such as tree height, main dbh and altitude, etc can also affect models. In this study, the method of developing the recommended models for predicting the tree height of native Metasequoias aged 50–485 years is statistically reliable and can be used for reference in predicting the growth and production of mature native Metasequoia. |
format | Online Article Text |
id | pubmed-5560716 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-55607162017-08-25 Development and evaluation of height diameter at breast models for native Chinese Metasequoia Liu, Mu Feng, Zhongke Zhang, Zhixiang Ma, Chenghui Wang, Mingming Lian, Bo-ling Sun, Renjie Zhang, Li PLoS One Research Article Accurate tree height and diameter at breast height (dbh) are important input variables for growth and yield models. A total of 5503 Chinese Metasequoia trees were used in this study. We studied 53 fitted models, of which 7 were linear models and 46 were non-linear models. These models were divided into two groups of single models and multivariate models according to the number of independent variables. The results show that the allometry equation of tree height which has diameter at breast height as independent variable can better reflect the change of tree height; in addition the prediction accuracy of the multivariate composite models is higher than that of the single variable models. Although tree age is not the most important variable in the study of the relationship between tree height and dbh, the consideration of tree age when choosing models and parameters in model selection can make the prediction of tree height more accurate. The amount of data is also an important parameter what can improve the reliability of models. Other variables such as tree height, main dbh and altitude, etc can also affect models. In this study, the method of developing the recommended models for predicting the tree height of native Metasequoias aged 50–485 years is statistically reliable and can be used for reference in predicting the growth and production of mature native Metasequoia. Public Library of Science 2017-08-17 /pmc/articles/PMC5560716/ /pubmed/28817600 http://dx.doi.org/10.1371/journal.pone.0182170 Text en © 2017 Liu et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Liu, Mu Feng, Zhongke Zhang, Zhixiang Ma, Chenghui Wang, Mingming Lian, Bo-ling Sun, Renjie Zhang, Li Development and evaluation of height diameter at breast models for native Chinese Metasequoia |
title | Development and evaluation of height diameter at breast models for native Chinese Metasequoia |
title_full | Development and evaluation of height diameter at breast models for native Chinese Metasequoia |
title_fullStr | Development and evaluation of height diameter at breast models for native Chinese Metasequoia |
title_full_unstemmed | Development and evaluation of height diameter at breast models for native Chinese Metasequoia |
title_short | Development and evaluation of height diameter at breast models for native Chinese Metasequoia |
title_sort | development and evaluation of height diameter at breast models for native chinese metasequoia |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5560716/ https://www.ncbi.nlm.nih.gov/pubmed/28817600 http://dx.doi.org/10.1371/journal.pone.0182170 |
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