Laura de Oliveira Passos, Aline Lopes, Natália Rodrigues Bijos, Cássia Beatriz Rodrigues Munhoz
{"title":"气候变化对巴西塞拉多vereda湿地植物物种分布的影响","authors":"Laura de Oliveira Passos, Aline Lopes, Natália Rodrigues Bijos, Cássia Beatriz Rodrigues Munhoz","doi":"10.1093/aob/mcaf120","DOIUrl":null,"url":null,"abstract":"<p><strong>Background and aims: </strong>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Key results: </strong>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.</p><p><strong>Conclusions: </strong>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.</p>","PeriodicalId":8023,"journal":{"name":"Annals of botany","volume":" ","pages":""},"PeriodicalIF":3.6000,"publicationDate":"2025-06-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Predicting climate change impacts on vereda wetland plant species distribution in the Brazilian Cerrado.\",\"authors\":\"Laura de Oliveira Passos, Aline Lopes, Natália Rodrigues Bijos, Cássia Beatriz Rodrigues Munhoz\",\"doi\":\"10.1093/aob/mcaf120\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background and aims: </strong>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Key results: </strong>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.</p><p><strong>Conclusions: </strong>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.</p>\",\"PeriodicalId\":8023,\"journal\":{\"name\":\"Annals of botany\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":3.6000,\"publicationDate\":\"2025-06-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Annals of botany\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://doi.org/10.1093/aob/mcaf120\",\"RegionNum\":2,\"RegionCategory\":\"生物学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"PLANT SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Annals of botany","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.1093/aob/mcaf120","RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"PLANT SCIENCES","Score":null,"Total":0}
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.
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.