Grouping tree species to estimate basal area increment in temperate multispecies forests in Durango, Mexico

IF 3.8 1区 农林科学 Q1 FORESTRY
Jaime Roberto Padilla-Martínez , Carola Paul , Kai Husmann , José Javier Corral-Rivas , Klaus von Gadow
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Abstract

Multispecies forests have received increased scientific attention, driven by the hypothesis that biodiversity improves ecological resilience. However, a greater species diversity presents challenges for forest management and research. Our study aims to develop basal area growth models for tree species cohorts. The analysis is based on a dataset of 423 permanent plots (2,500 ​m2) located in temperate forests in Durango, Mexico. First, we define tree species cohorts based on individual and neighborhood-based variables using a combination of principal component and cluster analyses. Then, we estimate the basal area increment of each cohort through the generalized additive model to describe the effect of tree size, competition, stand density and site quality. The principal component and cluster analyses assign a total of 37 tree species to eight cohorts that differed primarily with regard to the distribution of tree size and vertical position within the community. The generalized additive models provide satisfactory estimates of tree growth for the species cohorts, explaining between 19 and 53 percent of the total variation of basal area increment, and highlight the following results: i) most cohorts show a “rise-and-fall” effect of tree size on tree growth; ii) surprisingly, the competition index “basal area of larger trees” had showed a positive effect in four of the eight cohorts; iii) stand density had a negative effect on basal area increment, though the effect was minor in medium- and high-density stands, and iv) basal area growth was positively correlated with site quality except for an oak cohort. The developed species cohorts and growth models provide insight into their particular ecological features and growth patterns that may support the development of sustainable management strategies for temperate multispecies forests.

对墨西哥杜兰戈温带多树种森林中的树种进行分组,以估算基底面积增量模型
在生物多样性能提高生态复原力这一假设的推动下,多物种森林越来越受到科学界的关注。然而,物种多样性的增加给森林管理和研究带来了挑战。我们的研究旨在为树种群建立基部面积生长模型。分析基于墨西哥杜兰戈温带森林中 423 块永久性地块(2500 平方米)的数据集。首先,我们采用主成分和聚类分析相结合的方法,根据个体变量和邻近变量定义树种群。然后,我们通过广义加法模型估算每个群落的基部面积增量,以描述树木大小、竞争、林分密度和地点质量的影响。主成分和聚类分析将 37 个树种归入 8 个群落,这些群落主要在树木大小分布和群落垂直位置方面存在差异。广义加性模型对树种群落的树木生长提供了令人满意的估计,解释了基部面积增量总变化的 19% 到 53%,并突出了以下结果:i) 多数群落显示出树木大小对树木生长的 "上升-下降 "效应;ii) 令人惊讶的是,在八个群落中,有四个群落的竞争指数 "较大树木的基部面积 "显示出了正效应;iii) 林分密度对基部面积增量有负面影响,但在中密度和高密度林分中影响较小;iv) 除橡树群落外,基部面积增长与地点质量呈正相关。所建立的树种群和生长模型有助于深入了解这些树种的生态特征和生长模式,从而为温带多树种森林的可持续管理策略的制定提供支持。
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来源期刊
Forest Ecosystems
Forest Ecosystems Environmental Science-Nature and Landscape Conservation
CiteScore
7.10
自引率
4.90%
发文量
1115
审稿时长
22 days
期刊介绍: Forest Ecosystems is an open access, peer-reviewed journal publishing scientific communications from any discipline that can provide interesting contributions about the structure and dynamics of "natural" and "domesticated" forest ecosystems, and their services to people. The journal welcomes innovative science as well as application oriented work that will enhance understanding of woody plant communities. Very specific studies are welcome if they are part of a thematic series that provides some holistic perspective that is of general interest.
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