Taper Equations for Evaluating Private Plantation Teak (<i>Tectona grandis</i>) in Thailand

IF 0.3 4区 农林科学 Q4 AGRICULTURE, MULTIDISCIPLINARY
Iwao NODA, Woraphun HIMMAPAN, Naoyuki FURUYA, Gaku HITSUMA
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Abstract

We applied data from 407 trees (5-33 years old) from private teak (Tectona grandis) plantations to three typical taper models, including the Goodwin cubic polynomial model comprising hyperbolic and parabolic terms and the Kozak variable-exponent taper model. On the basis of the three models, 18 variants were fitted using nonlinear regression analysis. All models were defined to predict stem diameters overbark using diameter at breast height overbark. A bark thickness equation was prepared to convert overbark diameters to ones excluding the bark. Goodness-of-fit and leave-one-out cross-validation appraisals were used to select the best model. A variant of the Kozak model (Model K8) performed the best across three prediction tests: diameter given height, height given diameter, and log volume given two heights. Taper equation K8, derived from Model K8, provided actual values within the 10% mean error and was sufficiently accurate and precise at the valuable bole part. Teak trees in our study were different in stem form and slender (a high value in slenderness coefficient) compared to those in the state-owned Forest Industry Organization (FIO) teak plantations, and the use of the FIO taper model for slender stems was challenging. Trees in the private plantations generally had thicker barks than those in the FIO plantations. We concluded that equation K8 is recommended for private teak plantations in this study area. These results will contribute to studies on teak taper equations and bark thickness in Thailand.
评估泰国私人种植柚木的锥度方程(<i>Tectona grandis</i>)
本文将407棵(5-33岁)柚木人工林的数据应用于三种典型的锥度模型,包括Goodwin三次多项式模型(包含双曲项和抛物线项)和Kozak变指数锥度模型。在这三个模型的基础上,用非线性回归分析方法拟合了18个变量。所有模型都被定义为使用胸围高度上的直径来预测茎的上树皮直径。建立了树皮厚度方程,将上树皮的直径转换为不含树皮的厚度。采用拟合优度评价和留一交叉验证评价来选择最佳模型。Kozak模型的一个变体(模型K8)在三个预测测试中表现最好:给定高度的直径、给定直径的高度和给定两个高度的对数体积。由模型K8导出的锥度方程K8提供了平均误差在10%以内的实际值,在有价值的孔部分足够准确和精确。与国有林工组织(FIO)柚木人工林相比,我们研究的柚木在茎型和细长度(长细系数值较高)方面存在差异,FIO细长茎锥度模型的应用具有挑战性。私人种植园的树木通常比FIO种植园的树木有更厚的树皮。我们的结论是,公式K8是推荐在本研究区域的私人柚木种植园。这些结果将有助于研究泰国柚木的锥度方程和树皮厚度。
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来源期刊
Jarq-japan Agricultural Research Quarterly
Jarq-japan Agricultural Research Quarterly 农林科学-农业综合
CiteScore
1.00
自引率
25.00%
发文量
42
审稿时长
>36 weeks
期刊介绍: The Japan Agricultural Research Quarterly (JARQ) is a publication of the Japan International Research Center for Agricultural Sciences (JIRCAS), which provides readers overseas with the latest information on key achievements and developments in agricultural research in Japan, with the expectation that this information would contribute to the agricultural development of countries in tropical and subtropical regions.
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