Bertalanffy-Pütter Models for the Growth of Tropical Trees and Stands

N. Brunner, M. Kühleitner
{"title":"Bertalanffy-Pütter Models for the Growth of Tropical Trees and Stands","authors":"N. Brunner, M. Kühleitner","doi":"10.4236/ojmsi.2020.84006","DOIUrl":null,"url":null,"abstract":"The \nBertalanffy-Putter (BP) five-parameter growth model provides a versatile \nframework for the modeling of growth. Using data from a growth experiment in \nliterature about the average size-at-age of 24 species of tropical trees over \nten years in the same area, we identified their best-fit BP-model parameters. \nWhile different species had different best-fit exponent-pairs, there was a \nmodel with a good fit to 21 (87.5%) of the data (“Good fit” means a normalized \nroot-mean-squared-error NRMSE \nbelow 2.5%. This threshold was the 95% quantile of the lognormal distribution \nthat was fitted to the NRMSE \nvalues for the best-fit models for the data). In view of the sigmoidal character of this model \ndespite the early stand we discuss whether the setting of the growth experiment may have \nimpeded growth.","PeriodicalId":56990,"journal":{"name":"建模与仿真(英文)","volume":" ","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2020-09-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"建模与仿真(英文)","FirstCategoryId":"1093","ListUrlMain":"https://doi.org/10.4236/ojmsi.2020.84006","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

The Bertalanffy-Putter (BP) five-parameter growth model provides a versatile framework for the modeling of growth. Using data from a growth experiment in literature about the average size-at-age of 24 species of tropical trees over ten years in the same area, we identified their best-fit BP-model parameters. While different species had different best-fit exponent-pairs, there was a model with a good fit to 21 (87.5%) of the data (“Good fit” means a normalized root-mean-squared-error NRMSE below 2.5%. This threshold was the 95% quantile of the lognormal distribution that was fitted to the NRMSE values for the best-fit models for the data). In view of the sigmoidal character of this model despite the early stand we discuss whether the setting of the growth experiment may have impeded growth.
热带树木和林分生长的bertalanffy - p模型
Bertalanffy-Putter (BP)五参数增长模型为增长建模提供了一个通用的框架。利用文献中关于同一地区24种热带树木10年平均年龄大小的生长实验数据,我们确定了它们最适合的bp模型参数。虽然不同物种有不同的最佳拟合指数对,但有一个模型对21(87.5%)的数据具有良好的拟合(“良好拟合”意味着标准化均方根误差NRMSE低于2.5%)。该阈值是对数正态分布的95%分位数,该分位数与数据的最佳拟合模型的NRMSE值相拟合)。鉴于该模型的s型特征,尽管早期立木,我们讨论了生长实验的设置是否可能阻碍了生长。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
61
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信