Climate projections of precipitation and temperature in cities from ABC Paulista, in the Metropolitan Region of São Paulo—Brazil
Autor(a) principal: | |
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Data de Publicação: | 2023 |
Outros Autores: | , , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Institucional da UNESP |
Texto Completo: | http://dx.doi.org/10.3389/fclim.2023.1127026 http://hdl.handle.net/11449/247523 |
Resumo: | 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. |
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Climate projections of precipitation and temperature in cities from ABC Paulista, in the Metropolitan Region of São Paulo—BrazilABC Paulista regionadaptationCNRM-CM6-1-HR modelEta-HADGEM2_ES modelfuture projectionsTerraClimateCities 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.Centro de Engenharia Modelagem e Ciências Sociais Aplicadas Curso de Engenharia Ambiental e Urbana Universidade Federal do ABC (UFABC), São PauloPrograma de Pós-Graduação em Ciência do Sistema Terrestre (CST) Instituto Nacional de Pesquisas Espaciais (INPE), São PauloPrograma de Pós-graduação em Ciências e Tecnologia Ambiental Universidade Federal do ABC (UFABC), São PauloPrograma de Pós-Graduação em Desastres Naturais Centro Nacional de Monitoramento e Alertas de Desastres Naturais (Cemaden) e o Instituto de Ciência e Tecnologia de São José dos Campos da Universidade Estadual Paulista “Júlio de Mesquita Filho” (ICT-Unesp)Programa de Pós-Graduação em Desastres Naturais Centro Nacional de Monitoramento e Alertas de Desastres Naturais (Cemaden) e o Instituto de Ciência e Tecnologia de São José dos Campos da Universidade Estadual Paulista “Júlio de Mesquita Filho” (ICT-Unesp)Universidade Federal do ABC (UFABC)Instituto Nacional de Pesquisas Espaciais (INPE)Universidade Estadual Paulista (UNESP)Valverde, María CleoféCalado, Bianca NunesCalado, Gabrielle GomesKuroki, Larissa YumiBrambila, Ricardo [UNESP]Sousa, Aline Ramos de2023-07-29T13:18:22Z2023-07-29T13:18:22Z2023-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://dx.doi.org/10.3389/fclim.2023.1127026Frontiers in Climate, v. 5.2624-9553http://hdl.handle.net/11449/24752310.3389/fclim.2023.11270262-s2.0-85161033673Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengFrontiers in Climateinfo:eu-repo/semantics/openAccess2023-07-29T13:18:22Zoai:repositorio.unesp.br:11449/247523Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T17:47:40.617131Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false |
dc.title.none.fl_str_mv |
Climate projections of precipitation and temperature in cities from ABC Paulista, in the Metropolitan Region of São Paulo—Brazil |
title |
Climate projections of precipitation and temperature in cities from ABC Paulista, in the Metropolitan Region of São Paulo—Brazil |
spellingShingle |
Climate projections of precipitation and temperature in cities from ABC Paulista, in the Metropolitan Region of São Paulo—Brazil Valverde, María Cleofé ABC Paulista region adaptation CNRM-CM6-1-HR model Eta-HADGEM2_ES model future projections TerraClimate |
title_short |
Climate projections of precipitation and temperature in cities from ABC Paulista, in the Metropolitan Region of São Paulo—Brazil |
title_full |
Climate projections of precipitation and temperature in cities from ABC Paulista, in the Metropolitan Region of São Paulo—Brazil |
title_fullStr |
Climate projections of precipitation and temperature in cities from ABC Paulista, in the Metropolitan Region of São Paulo—Brazil |
title_full_unstemmed |
Climate projections of precipitation and temperature in cities from ABC Paulista, in the Metropolitan Region of São Paulo—Brazil |
title_sort |
Climate projections of precipitation and temperature in cities from ABC Paulista, in the Metropolitan Region of São Paulo—Brazil |
author |
Valverde, María Cleofé |
author_facet |
Valverde, María Cleofé Calado, Bianca Nunes Calado, Gabrielle Gomes Kuroki, Larissa Yumi Brambila, Ricardo [UNESP] Sousa, Aline Ramos de |
author_role |
author |
author2 |
Calado, Bianca Nunes Calado, Gabrielle Gomes Kuroki, Larissa Yumi Brambila, Ricardo [UNESP] Sousa, Aline Ramos de |
author2_role |
author author author author author |
dc.contributor.none.fl_str_mv |
Universidade Federal do ABC (UFABC) Instituto Nacional de Pesquisas Espaciais (INPE) Universidade Estadual Paulista (UNESP) |
dc.contributor.author.fl_str_mv |
Valverde, María Cleofé Calado, Bianca Nunes Calado, Gabrielle Gomes Kuroki, Larissa Yumi Brambila, Ricardo [UNESP] Sousa, Aline Ramos de |
dc.subject.por.fl_str_mv |
ABC Paulista region adaptation CNRM-CM6-1-HR model Eta-HADGEM2_ES model future projections TerraClimate |
topic |
ABC Paulista region adaptation CNRM-CM6-1-HR model Eta-HADGEM2_ES model future projections TerraClimate |
description |
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. |
publishDate |
2023 |
dc.date.none.fl_str_mv |
2023-07-29T13:18:22Z 2023-07-29T13:18:22Z 2023-01-01 |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://dx.doi.org/10.3389/fclim.2023.1127026 Frontiers in Climate, v. 5. 2624-9553 http://hdl.handle.net/11449/247523 10.3389/fclim.2023.1127026 2-s2.0-85161033673 |
url |
http://dx.doi.org/10.3389/fclim.2023.1127026 http://hdl.handle.net/11449/247523 |
identifier_str_mv |
Frontiers in Climate, v. 5. 2624-9553 10.3389/fclim.2023.1127026 2-s2.0-85161033673 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
Frontiers in Climate |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.source.none.fl_str_mv |
Scopus reponame:Repositório Institucional da UNESP instname:Universidade Estadual Paulista (UNESP) instacron:UNESP |
instname_str |
Universidade Estadual Paulista (UNESP) |
instacron_str |
UNESP |
institution |
UNESP |
reponame_str |
Repositório Institucional da UNESP |
collection |
Repositório Institucional da UNESP |
repository.name.fl_str_mv |
Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP) |
repository.mail.fl_str_mv |
|
_version_ |
1808128859255603200 |