Models for Measuring Height-Diameter Relationships for Agarwood (AquilariamalaccensisLamk) Plantations in Bangladesh

S. Islam, M. Chowdhury, K. Misbahuzzaman
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Abstract

The relationship between tree height and diameter is an important element in growth and yield models, in carbon stock estimation and timber volume models, and in the description of stand dynamics.In this paper considered18 functional models and evaluated the performance that predict total tree height from diameter at breast height of agarwood. The models were applied to A.malaccensisLamk (Agarwood) which is economically important tree species planted in some potential forest areas of Bangladesh.A total of 5,866 tree heights and corresponding diameters at breast heights were extracted from many forest areas in Sylhet, Chittagong, Cox's Bazar and Chittagong Hill Tracts (Rangamati) forest division. The model goodness of fit values were evaluated in terms of adjusted coefficient of determination (R2), root mean squared error (RMSE), Akaike’s information criterion (AIC),Durbin-Watson statistic value,homogeneity of the residuals and significance of the regression parameters. The results of the study indicated that the height-diameter relationship can best be described by non-linear models. The best three models selected for the species with ranking in terms of goodness of fit. The Gompertz ; Parabolic and Logistic  with R2=0.91 were height-diameter models performed better than other models.
测量孟加拉国沉香(AquilariamalaccensisLamk)种植园高径关系的模型
树高与径的关系是生长和产量模型、碳储量估算和材积模型以及林分动态描述的重要元素。本文考虑了18种功能模型,并对沉香胸径预测树高的性能进行了评价。该模型应用于沉香,这是一种重要的经济树种,种植在孟加拉国一些潜在的森林地区。从Sylhet、吉大港、Cox's Bazar和吉大港山地(Rangamati)森林区划的许多森林地区共提取了5,866棵树的高度和相应的胸径。通过调整后的决定系数(R2)、均方根误差(RMSE)、赤池信息准则(AIC)、Durbin-Watson统计值、残差的均匀性和回归参数的显著性评价模型的拟合优度。研究结果表明,高度-直径关系最好用非线性模型来描述。对拟合优度排序最高的物种选择最佳的3种模型。Gompertz;在R2=0.91的抛物线和Logistic模型中,高度-直径模型的表现优于其他模型。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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