Climate projections of precipitation and temperature in cities from ABC Paulista, in the Metropolitan Region of São Paulo—Brazil

IF 3.3 Q2 ENVIRONMENTAL SCIENCES Frontiers in Climate Pub Date : 2023-05-17 DOI:10.3389/fclim.2023.1127026
M. Valverde, Bianca Nunes Calado, Gabrielle Gomes Calado, L. Kuroki, Ricardo Brambila, A. R. Sousa
{"title":"Climate projections of precipitation and temperature in cities from ABC Paulista, in the Metropolitan Region of São Paulo—Brazil","authors":"M. Valverde, Bianca Nunes Calado, Gabrielle Gomes Calado, L. Kuroki, Ricardo Brambila, A. R. Sousa","doi":"10.3389/fclim.2023.1127026","DOIUrl":null,"url":null,"abstract":"Cities are increasingly vulnerable to climate change's impacts and poorly adapted to extreme variability. This study aimed to evaluate climate projections of air temperature and precipitation in seven cities in the Metropolitan Region of São Paulo that correspond to the Greater ABC Paulista. We used high-resolution models Eta-HADGEM2_ES (CMIP5), CNRM-CM6-1-HR (CMIP6), and the TerraClimate database to analyze future projections and the specific warming levels (SWLs), respectively. Model data were validated with observed data and bias was removed. A bias correction factor was generated and used in the climate projections for the different emission scenarios. The results show a consensus between the models and the SWLs (2 and 4°C) for the increase in maximum (Tmax) and minimum (Tmin) temperatures for all municipalities in ABC Paulista in different emission scenarios until the end of the 21st century. For the nearest future (2020–2040), the city of São Caetano do Sul (SCS) shows the highest positive annual anomalies of Tmax concerning the climatological period (1985–2015), for the scenario RCP4.5 (2.8°C) and the RCP8.5 (7.4°C), according to projections from the Eta-HADGEM2_ES, highlighting summer and autumn as the hottest. For precipitation, there was a consensus between the Eta-HADGEM2_ES and the CNRM-CM6-1-HR for a reduction in all scenarios and time-slices 2020–2040 and 2041–2070. The municipalities of Diadema (−78.4%) and SCS (−78%) showed the most significant reductions in December for the RCP8.5, and for SSP5-8.5, SCS shows −30.9% in December for the 2020–2040 time-slice. On the other hand, TerraClimate presents excess rain for Ribeirão Pires (+24.8%) and Santo André (+23.7%) in winter for SWL4°C. These results suggest that an increase in Tmax and Tmin, as projected, should influence the intensity of extreme heat events. Furthermore, a reduction in annual and seasonal rainfall does not mean a decrease in the region's extreme daily events that cause floods and landslides. However, it leaves an alert of water scarcity for the supply and demand of the population. ABC Paulista does not have adaptation plans to face extreme climate change. The results can contribute to the first phase of creating an adaptation plan, giving a first view of the climate threat that should intensify until the end of the twentieth century affecting the most vulnerable municipalities.","PeriodicalId":33632,"journal":{"name":"Frontiers in Climate","volume":" ","pages":""},"PeriodicalIF":3.3000,"publicationDate":"2023-05-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Frontiers in Climate","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.3389/fclim.2023.1127026","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
引用次数: 0

Abstract

Cities are increasingly vulnerable to climate change's impacts and poorly adapted to extreme variability. This study aimed to evaluate climate projections of air temperature and precipitation in seven cities in the Metropolitan Region of São Paulo that correspond to the Greater ABC Paulista. We used high-resolution models Eta-HADGEM2_ES (CMIP5), CNRM-CM6-1-HR (CMIP6), and the TerraClimate database to analyze future projections and the specific warming levels (SWLs), respectively. Model data were validated with observed data and bias was removed. A bias correction factor was generated and used in the climate projections for the different emission scenarios. The results show a consensus between the models and the SWLs (2 and 4°C) for the increase in maximum (Tmax) and minimum (Tmin) temperatures for all municipalities in ABC Paulista in different emission scenarios until the end of the 21st century. For the nearest future (2020–2040), the city of São Caetano do Sul (SCS) shows the highest positive annual anomalies of Tmax concerning the climatological period (1985–2015), for the scenario RCP4.5 (2.8°C) and the RCP8.5 (7.4°C), according to projections from the Eta-HADGEM2_ES, highlighting summer and autumn as the hottest. For precipitation, there was a consensus between the Eta-HADGEM2_ES and the CNRM-CM6-1-HR for a reduction in all scenarios and time-slices 2020–2040 and 2041–2070. The municipalities of Diadema (−78.4%) and SCS (−78%) showed the most significant reductions in December for the RCP8.5, and for SSP5-8.5, SCS shows −30.9% in December for the 2020–2040 time-slice. On the other hand, TerraClimate presents excess rain for Ribeirão Pires (+24.8%) and Santo André (+23.7%) in winter for SWL4°C. These results suggest that an increase in Tmax and Tmin, as projected, should influence the intensity of extreme heat events. Furthermore, a reduction in annual and seasonal rainfall does not mean a decrease in the region's extreme daily events that cause floods and landslides. However, it leaves an alert of water scarcity for the supply and demand of the population. ABC Paulista does not have adaptation plans to face extreme climate change. The results can contribute to the first phase of creating an adaptation plan, giving a first view of the climate threat that should intensify until the end of the twentieth century affecting the most vulnerable municipalities.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
巴西圣保罗市区ABC Paulista对城市降水和温度的气候预测
城市越来越容易受到气候变化的影响,对极端可变性的适应能力较差。这项研究旨在评估圣保罗大都会区七个城市的气温和降水量的气候预测,这些城市与大ABC Paulista相对应。我们使用高分辨率模型Eta-HADGEM2_ES(CMIP5)、CNRM-CM6-1-HR(CMIP6)和TerraClimate数据库分别分析未来预测和具体变暖水平(SWL)。用观测数据验证模型数据,并消除偏差。生成了一个偏差校正因子,并将其用于不同排放情景的气候预测。结果表明,在21世纪末之前,在不同的排放情景下,ABC Paulista所有城市的最高(Tmax)和最低(Tmin)温度升高,模型和SWL(2和4°C)之间达成了共识。根据Eta-HADGEM2_ES的预测,在最近的未来(2020-2040年),南圣卡埃塔诺市(SCS)显示出与气候期(1985-2015年)有关的最高的Tmax年正异常,情景为RCP4.5(2.8°C)和RCP8.5(7.4°C),强调夏季和秋季是最热的。对于降水量,Eta-HADGEM2_ES和CNRM-CM6-1-HR之间就2020–2040年和2041–2070年所有情景和时间段的减少达成了共识。Diadema市(−78.4%)和SCS市(−78%)的RCP8.5在12月的降幅最大,SSP5-8.5在2020-2040年的12月,SCS的降幅为−30.9%。另一方面,TerraClimate在SWL4°C的Ribeirão Pires(+24.8%)和Santo André(+23.7%)冬季降雨量过大。这些结果表明,正如预测的那样,Tmax和Tmin的增加应该会影响极端高温事件的强度。此外,年度和季节性降雨量的减少并不意味着该地区导致洪水和山体滑坡的极端日常事件的减少。然而,它为人口的供应和需求留下了缺水的警报。ABC Paulista没有应对极端气候变化的适应计划。研究结果有助于制定适应计划的第一阶段,让人们第一次看到气候威胁,这种威胁应该在20世纪末之前加剧,影响到最脆弱的城市。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Frontiers in Climate
Frontiers in Climate Environmental Science-Environmental Science (miscellaneous)
CiteScore
4.50
自引率
0.00%
发文量
233
审稿时长
15 weeks
期刊最新文献
Consumption-based emission inventories in Nordic municipalities—a quest to develop support for local climate action Transnational governance standards in ensuring sustainable development and operation of hydropower projects in transboundary basins Modeling the measurement of carbon dioxide removal: perspectives from the philosophy of measurement How well can we predict climate migration? A review of forecasting models Treatment of uncertainty in determining the UK's path to Net Zero
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1