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应用成分比法和似不相关回归模型模拟台湾地区人工种植锐齿槲栎幼树的生物量分配策略。

Modeling biomass allocation strategy of young planted Zelkova serrata trees in Taiwan with component ratio method and seemingly unrelated regressions.

机构信息

The Experimental Forest, College of Bioresources and Agriculture, National Taiwan University, No. 12, Sec. 1, Qianshan Rd., Zhushan Township, 55750, Nantou County, Taiwan.

Taiwan Forestry Research Institute, No. 53, Nanhai Road, Taipei, 10066, Taiwan.

出版信息

Sci Rep. 2021 Apr 6;11(1):7536. doi: 10.1038/s41598-021-87129-7.

Abstract

Trees accumulate biomass by sequestrating atmospheric carbon and allocate it to different tree components. A biomass component ratio is the ratio of biomass in a tree component to total tree biomass. Modeling the ratios for Zelkova serrata, an important native reforestation tree species in Taiwan, helps in understanding its biomass allocation strategy to design effective silvicultural treatments. In this study, we applied Component Ratio Method (CRM) to relate biomass component ratios of main stem, large branch, twig, and foliage to tree attributes of Z. serrata from a 9-year-old plantation. Nonlinear and linear CRM models were fitted with Seemingly Unrelated Regression to account for model correlations. Linear CRM models with dbh as the predictor had the best fit with model correlations as high as 80%. About 46% and 40% of total tree biomass was allocated to main stem and large branch, respectively. However, main stem biomass decreased by 1.9% with every 1-cm increase in dbh, but large branch biomass increased by 2.2% instead. Results suggest that dominant Z. serrata trees tend to branch and fork, while smaller trees invest in larger main stem. An early pruning treatment should focus on dominant trees to maintain crown ratio and ensure wood quality.

摘要

树木通过固定大气中的碳并将其分配到不同的树木组成部分来积累生物量。生物量组成比是树木组成部分的生物量与总树木生物量的比值。对台湾重要的乡土造林树种榉树的比例进行建模有助于了解其生物量分配策略,从而设计有效的造林处理措施。本研究应用组分比法(CRM),将 9 年生人工林榉树的主干、大枝、细枝和叶片的生物量组成比与树木属性联系起来。采用似不相关回归拟合非线性和线性 CRM 模型,以解释模型相关性。以胸径为预测因子的线性 CRM 模型拟合度最佳,模型相关性高达 80%。大约 46%和 40%的总树生物量分别分配给主干和大枝。然而,主干生物量随着胸径每增加 1 厘米而减少 1.9%,而大枝生物量却增加了 2.2%。结果表明,优势榉树倾向于分枝和分叉,而较小的树木则将投资于较大的主干。早期修剪处理应集中在优势树上,以保持冠层比例并确保木材质量。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/abaa/8024256/89fdc539ca5f/41598_2021_87129_Fig1_HTML.jpg

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