探索影响杨树分布的环境因素

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Accounts of Chemical Research Pub Date : 2024-07-18 DOI:10.1111/aje.13310
Morena J. Mapuru, Sifiso Xulu, Michael Gebreslasie, Ernest M. Daemane
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引用次数: 0

摘要

杨树是一种外来入侵植物(IAP),它侵占了南非脆弱的地貌,但人们对导致其扩散的环境因素却不甚了解。为了填补这一空白,我们使用广义线性模型(GLM)进行了一项研究,以确定推动金门高地国家公园(GGHNP)杨树建立和扩散的最重要的当地环境因素。然后,我们采用随机森林回归法,根据这些变量对杨树发生的影响程度对其进行排序。我们的 GLM 分析表明,土壤有机碳、沙和淤泥等土壤特性,纵向和坡度等地形变量,归一化差异水分指数 (NDMI) 以及胡杨与河流的距离是影响胡杨存活的重要因素。在对变量进行排序后,我们发现影响胡杨成活率的三个最重要因素是纵向、坡度和胡杨与河流的距离,其次是沙土、淤泥、归一化差异水分指数和土壤有机碳。我们的研究结果与之前的研究结果一致,表明地形变量和充足的水源供应是国际行动计划扩散的主要驱动因素。这项研究为管理和监测脆弱地貌中的杨树提供了有益的启示。
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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Exploring environmental factors that influence the distribution of poplar trees

Poplar is an invasive alien plant (IAP) that encroaches on fragile landscapes in South Africa, but the environmental factors that contribute to its spread are not well understood. To address this gap, we conducted a study using generalised linear models (GLM) to identify the most significant local environmental factors that drive poplar establishment and dispersion in Golden Gate Highlands National Park (GGHNP). We then ranked these variables according to their contribution to poplar occurrence using a random forests regression approach. Our GLM analysis revealed that soil properties such as soil organic carbon, sand and silt, topographical variables such as aspect and slope, normalised difference moisture index (NDMI) and poplar distance from rivers are significant factors affecting poplar survival. After ranking the variables, we found that the three most important factors influencing poplar occurrence were aspect, slope and poplar distance to rivers, followed by the sand, silt, NDMI, and soil organic carbon. Our results are consistent with previous studies, indicating that topographical variables and the availability of sufficient water supply are the primary drivers of the spread of IAPs. This study provides useful insights in managing and monitoring poplars in delicate landscapes.

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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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