气候变化对巴西塞拉多vereda湿地植物物种分布的影响

IF 3.6 2区 生物学 Q1 PLANT SCIENCES
Laura de Oliveira Passos, Aline Lopes, Natália Rodrigues Bijos, Cássia Beatriz Rodrigues Munhoz
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引用次数: 0

摘要

背景和目的:气候危机正在重塑全球生态系统,包括巴西塞拉多(Cerrado)的veredas在内的湿地是最脆弱的。尽管它们具有重要的生态意义,但vereda物种对气候变化的反应尚不清楚。本研究评估了2061-2080年两种气候情景(SSP2-4.5和SSP5-8.5)下24种关键物种分布的潜在变化,以了解对该生态系统的影响。方法:从WorldClim数据库下载了19个分辨率为30弧秒的生物气候变量。为避免多重共线性,采用方差膨胀因子进行变量选择。未来的预测基于MPI-ESM1-2-HR总循环模型。采用“biomod2”R软件包构建物种分布模型(SDMs),包含9种算法。模型评估使用真实技能统计和接收者操作特征指标来确保稳健的预测。关键结果:模型具有较高的可靠性,平均灵敏度(86.83±10.03)和特异性(87.59±7.45)。在24个物种中,13个物种在至少一种气候情景下失去了适合的区域,预计塞拉多东北部将经历最大的损失,并沿着塞拉多-大西洋森林边界南部发生扩张。在SSP2中,绒毛桥孢损失最大(-25.86%);在SSP5中-25.98%),而Xyris tortula表现出显著的增益。气候适宜区重叠减少1.46% (SSP2)和0.45% (SSP5),表明在未来情景下可能发生范围转移和破碎化。结论:气候变化有可能重塑维里达湿地物种的分布,大多数物种将失去适合生存的区域。考虑到veredas作为塞拉多生物多样性热点和水文调节器的生态重要性,这一点尤其令人担忧。将气候变化预测与土地利用和保护战略结合起来,对于减轻这些影响和保护这一生态系统独特的生物多样性至关重要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Predicting climate change impacts on vereda wetland plant species distribution in the Brazilian Cerrado.

Background and aims: The climate crisis is reshaping ecosystems globally, with wetlands, including veredas in the Brazilian Cerrado, among the most vulnerable. Despite their ecological importance, the response of vereda species to climate change remains unclear. This study assessed potential shifts in the distribution of 24 key species under two climate scenarios (SSP2-4.5 and SSP5-8.5) for the period 2061-2080 to understand the impacts on this ecosystem.

Methods: We downloaded 19 bioclimatic variables at a 30 arc-second resolution from the WorldClim database. To avoid multicollinearity, variable selection was performed using Variance Inflation Factor. Future projections were based on the MPI-ESM1-2-HR General Circulation Model. Species distribution models (SDMs) were built using the 'biomod2' R package, incorporating nine algorithms. Model evaluation was conducted using True Skill Statistic and Receiver Operating Characteristic metrics to ensure robust predictions.

Key results: Models demonstrated high reliability, with mean sensitivity (86.83 ± 10.03) and specificity (87.59 ± 7.45). Among 24 species, 13 showed loss of suitable areas under at least one climate scenario, with northeastern Cerrado projected to experience the greatest losses, and expansions occurring along the southern Cerrado-Atlantic Forest border. Desmoscelis villosa showed the greatest losses (-25.86% in SSP2; -25.98% in SSP5), while Xyris tortula exhibited significant gains. Overlap of climatically suitable areas decreased by 1.46% (SSP2) and 0.45% (SSP5), indicating potential range shifts and fragmentation under future scenarios.

Conclusions: Our study highlights that climate change is likely to reshape the distribution of vereda wetland species, with most experiencing a loss of suitable areas. This is particularly concerning given the ecological importance of veredas as biodiversity hotspots and hydrological regulators within the Cerrado. Integrating climate change projections with land-use and conservation strategies will be critical to mitigating these impacts and safeguarding the unique biodiversity of this ecosystem.

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来源期刊
Annals of botany
Annals of botany 生物-植物科学
CiteScore
7.90
自引率
4.80%
发文量
138
审稿时长
3 months
期刊介绍: Annals of Botany is an international plant science journal publishing novel and rigorous research in all areas of plant science. It is published monthly in both electronic and printed forms with at least two extra issues each year that focus on a particular theme in plant biology. The Journal is managed by the Annals of Botany Company, a not-for-profit educational charity established to promote plant science worldwide. The Journal publishes original research papers, invited and submitted review articles, ''Research in Context'' expanding on original work, ''Botanical Briefings'' as short overviews of important topics, and ''Viewpoints'' giving opinions. All papers in each issue are summarized briefly in Content Snapshots , there are topical news items in the Plant Cuttings section and Book Reviews . A rigorous review process ensures that readers are exposed to genuine and novel advances across a wide spectrum of botanical knowledge. All papers aim to advance knowledge and make a difference to our understanding of plant science.
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