Impacts of climate extremes on vegetation health in the tropical savannas of Africa

IF 3.5 2区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION
Jeanine Umuhoza , Guli Jiapaer , Yu Tao , Jie Bai , Egide Hakorimana , Liancheng Zhang , Hongwu Liang , Kaixiong Lin , Tongwei Ju
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Abstract

The tropical savanna of Africa, which covers 65 % of the continent, supports livelihood, livestock, crops and wildlife, playing an important role in socio-economic development in Africa. However, these ecosystems experience high temperatures and distinct wet and dry seasons, making them highly vulnerable to climate change, with shifts in temperature, precipitation, and drought posing significant threats to vegetation. Increasing droughts and altered rainfall patterns disrupt the balance of these ecosystems. This research employs linear regression analysis and boosted regression trees (BRT) to assess the influences of climatic factors, including precipitation, temperature, Vapor Pressure Deficit (VPD), Soil Moisture (SM) and drought, on vegetation health in the African tropical savanna from 2000 to 2020. The key results showed that: Based on the spatial distribution of annual solar-induced chlorophyll fluorescence (SIF) dynamics, 26.55 % of tropical savanna areas showed significant improvement, mainly in savanna and forest-savanna mosaic. In contrast, 5.56 % of areas experienced significant degradation, primarily in thickets and woodlands. Stable or non-vegetated areas, accounting for 13.76 %, were most common in grasslands and bushveld. The Boosted Regression Trees (BRT) analysis revealed that VPD and temperature were key drivers of tropical savanna dynamics, contributing 26 % and 21 %, respectively. Thickets and bushlands were particularly vulnerable to water stress and drought, with VPD and temperature playing significant roles in these conditions. This research provides valuable insights for formulating strategies to promote savanna restoration and efficient management by examining the effects of climatic conditions on vegetation health.
极端气候对非洲热带稀树草原植被健康的影响
非洲热带稀树草原占非洲大陆面积的65% %,支撑着生计、牲畜、作物和野生动物,在非洲的社会经济发展中发挥着重要作用。然而,这些生态系统经历高温和明显的干湿季节,使它们极易受到气候变化的影响,温度、降水和干旱的变化对植被构成重大威胁。日益严重的干旱和降雨模式的改变破坏了这些生态系统的平衡。本研究采用线性回归分析和增强回归树(BRT)方法,评估了2000 - 2020年降水、温度、水汽压差(VPD)、土壤湿度(SM)和干旱等气候因子对非洲热带稀树草原植被健康的影响。关键结果表明:基于年度太阳诱导叶绿素荧光(SIF)动态的空间分布,26.55 %的热带稀树草原地区出现了显著改善,主要表现在稀树草原和森林-稀树草原嵌合。相比之下,5.56 %的地区出现了明显的退化,主要是在灌丛和林地。稳定或无植被地区以草地和灌木林最常见,占13.76 %。增强回归树(boosting Regression Trees, BRT)分析显示,VPD和温度是热带稀树草原动态的主要驱动因子,分别贡献了26% %和21% %。灌丛和灌木地特别容易受到水分胁迫和干旱的影响,VPD和温度在这些条件下起着重要作用。本研究通过研究气候条件对植被健康的影响,为制定促进热带稀树草原恢复和有效管理的策略提供了有价值的见解。
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来源期刊
Global Ecology and Conservation
Global Ecology and Conservation Agricultural and Biological Sciences-Ecology, Evolution, Behavior and Systematics
CiteScore
8.10
自引率
5.00%
发文量
346
审稿时长
83 days
期刊介绍: Global Ecology and Conservation is a peer-reviewed, open-access journal covering all sub-disciplines of ecological and conservation science: from theory to practice, from molecules to ecosystems, from regional to global. The fields covered include: organismal, population, community, and ecosystem ecology; physiological, evolutionary, and behavioral ecology; and conservation science.
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