Assessing alternatives for growth and yield modelling in eucalypt stands

Thaynara Reis, Simone Silva, Ivaldo Tavares Junior, R. Leite, M. Taquetti, Kemely Atanazio, L. Fardin, J. Cruz, H. Leite
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引用次数: 3

Abstract

Growth and yield estimates are extremely important for forest stand management. The application of simple models is often useful, as it allows the use of plots with few or a single measurement. The objective of this study was to evaluate methods for modelling eucalypt stand volume under different conditions of climate and soil. We fitted the Gompertz, Logistic and Exponential models, stratifying by project and for the entire data set, to model the dominant height and volume based on the usual validation statistics and residue analyses. To model growth and yield, five alternatives were evaluated: the Gompertz, Logistic and Exponential models, exponential-modified with the inclusion of the variable site index (SI) and the Clutter model. The best model was selected based on the validation statistics and the histogram of the relative error (RE). We conclude that the stratification by project presented greater accuracy of forecast. The best model to estimate yield was the exponential model modified with the inclusion of the variable SI. The technical age of cutting ranged from 36 months, in areas of higher productivity, to 84 months, in areas with low productivity.
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评估桉树林分生长和产量模型的备选方案
生长和产量估算对林分管理极为重要。简单模型的应用通常是有用的,因为它允许使用少量或单一测量的图。本研究的目的是评价桉树林分体积在不同气候和土壤条件下的建模方法。我们拟合了Gompertz、Logistic和指数模型,对项目和整个数据集进行分层,根据通常的验证统计和残差分析对主导高度和体积进行建模。为了模拟生长和产量,评估了五种备选模型:Gompertz模型、Logistic模型和指数模型、指数修正模型(包括可变站点指数(SI))和杂波模型。根据验证统计量和相对误差直方图选择最佳模型。结果表明,按项目分层具有较高的预测精度。估计产量的最佳模型是包含变量SI的修正指数模型。在生产率较高的地区,采伐的技术年龄为36个月,而在生产率较低的地区,采伐的技术年龄为84个月。
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