date: 2026-02-07T09:16:32Z pdf:PDFVersion: 1.7 pdf:docinfo:title: Near-Future Climate Change Impacts on Sado River (Southern Portugal) Flow Rates Using CMIP6-HSPF Modelling xmp:CreatorTool: LaTeX with hyperref access_permission:can_print_degraded: true subject: Climate change impacts on the Sado River (southwest Portugal) flow rates (FRs) were assessed for the first time under the 2041?2060 Shared Socioeconomic Pathways: 1?2.6 W/m2 (SSP1-2.6), 3?7.0 W/m2 (SSP3-7.0), and 5?8.5 W/m2 (SSP5-8.5), using bias-adjusted and downscaled General Circulation Model (GCM) ensemble projections from the Inter-Sectoral Impact Model Intercomparison Project (ISIMIP3b-Sado). ISIMIP3b-Sado was used to estimate future precipitation and temperature changes, and as input for Hydrological Simulation Program?FORTRAN (HSPF) simulations. The HSPF projected decreases in the Sado FRs, mainly under SSP3-7.0 and SSP5-8.5, due to temperature increases and autumn/spring precipitation decreases. The FR decreases may lead to 29%/33% reductions in yearly accumulated riverine water volume under SSP3-7.0/SSP5-8.5 and a 31% summertime riverine water deficit increase under SSP3-7.0. Surface-water demand fulfilment in the Sado Basin could suffer a 22-day delay, and the wintertime precipitation range is projected to increase. Hence, in the near-future, summertime surface-water needs and reservoir recharge in the Sado Basin could become more dependent on wintertime precipitation. With Sado being an agricultural region, our results should prompt agriculture stakeholders and decision makers to improve wintertime surface water storage and management to sustain summertime crop irrigation needs. dc:format: application/pdf; version=1.7 pdf:docinfo:creator_tool: LaTeX with hyperref access_permission:fill_in_form: true pdf:encrypted: false dc:title: Near-Future Climate Change Impacts on Sado River (Southern Portugal) Flow Rates Using CMIP6-HSPF Modelling modified: 2026-02-07T09:16:32Z cp:subject: Climate change impacts on the Sado River (southwest Portugal) flow rates (FRs) were assessed for the first time under the 2041?2060 Shared Socioeconomic Pathways: 1?2.6 W/m2 (SSP1-2.6), 3?7.0 W/m2 (SSP3-7.0), and 5?8.5 W/m2 (SSP5-8.5), using bias-adjusted and downscaled General Circulation Model (GCM) ensemble projections from the Inter-Sectoral Impact Model Intercomparison Project (ISIMIP3b-Sado). ISIMIP3b-Sado was used to estimate future precipitation and temperature changes, and as input for Hydrological Simulation Program?FORTRAN (HSPF) simulations. The HSPF projected decreases in the Sado FRs, mainly under SSP3-7.0 and SSP5-8.5, due to temperature increases and autumn/spring precipitation decreases. The FR decreases may lead to 29%/33% reductions in yearly accumulated riverine water volume under SSP3-7.0/SSP5-8.5 and a 31% summertime riverine water deficit increase under SSP3-7.0. Surface-water demand fulfilment in the Sado Basin could suffer a 22-day delay, and the wintertime precipitation range is projected to increase. Hence, in the near-future, summertime surface-water needs and reservoir recharge in the Sado Basin could become more dependent on wintertime precipitation. With Sado being an agricultural region, our results should prompt agriculture stakeholders and decision makers to improve wintertime surface water storage and management to sustain summertime crop irrigation needs. pdf:docinfo:subject: Climate change impacts on the Sado River (southwest Portugal) flow rates (FRs) were assessed for the first time under the 2041?2060 Shared Socioeconomic Pathways: 1?2.6 W/m2 (SSP1-2.6), 3?7.0 W/m2 (SSP3-7.0), and 5?8.5 W/m2 (SSP5-8.5), using bias-adjusted and downscaled General Circulation Model (GCM) ensemble projections from the Inter-Sectoral Impact Model Intercomparison Project (ISIMIP3b-Sado). ISIMIP3b-Sado was used to estimate future precipitation and temperature changes, and as input for Hydrological Simulation Program?FORTRAN (HSPF) simulations. The HSPF projected decreases in the Sado FRs, mainly under SSP3-7.0 and SSP5-8.5, due to temperature increases and autumn/spring precipitation decreases. The FR decreases may lead to 29%/33% reductions in yearly accumulated riverine water volume under SSP3-7.0/SSP5-8.5 and a 31% summertime riverine water deficit increase under SSP3-7.0. Surface-water demand fulfilment in the Sado Basin could suffer a 22-day delay, and the wintertime precipitation range is projected to increase. Hence, in the near-future, summertime surface-water needs and reservoir recharge in the Sado Basin could become more dependent on wintertime precipitation. With Sado being an agricultural region, our results should prompt agriculture stakeholders and decision makers to improve wintertime surface water storage and management to sustain summertime crop irrigation needs. pdf:docinfo:creator: André M. Claro, André R. Fonseca, António Fernandes, Christoph Menz, Carina Almeida, Helder Fraga and João A. Santos PTEX.Fullbanner: This is pdfTeX, Version 3.141592653-2.6-1.40.25 (TeX Live 2023) kpathsea version 6.3.5 meta:author: André M. Claro, André R. Fonseca, António Fernandes, Christoph Menz, Carina Almeida, Helder Fraga and João A. Santos trapped: False meta:creation-date: 2026-02-07T09:11:04Z created: 2026-02-07T09:11:04Z access_permission:extract_for_accessibility: true Creation-Date: 2026-02-07T09:11:04Z Author: André M. Claro, André R. Fonseca, António Fernandes, Christoph Menz, Carina Almeida, Helder Fraga and João A. Santos producer: pdfTeX-1.40.25; modified using OpenPDF 1.4.2 pdf:docinfo:producer: pdfTeX-1.40.25; modified using OpenPDF 1.4.2 pdf:unmappedUnicodeCharsPerPage: 0 Keywords: climate modelling; hydrological modelling; agriculture; water scarcity; water management; CMIP6; ISIMIP3b; HSPF; Mediterranean basins; Portugal access_permission:modify_annotations: true dc:creator: André M. Claro, André R. Fonseca, António Fernandes, Christoph Menz, Carina Almeida, Helder Fraga and João A. Santos dcterms:created: 2026-02-07T09:11:04Z Last-Modified: 2026-02-07T09:16:32Z dcterms:modified: 2026-02-07T09:16:32Z title: Near-Future Climate Change Impacts on Sado River (Southern Portugal) Flow Rates Using CMIP6-HSPF Modelling Last-Save-Date: 2026-02-07T09:16:32Z pdf:docinfo:keywords: climate modelling; hydrological modelling; agriculture; water scarcity; water management; CMIP6; ISIMIP3b; HSPF; Mediterranean basins; Portugal pdf:docinfo:modified: 2026-02-07T09:16:32Z meta:save-date: 2026-02-07T09:16:32Z pdf:docinfo:custom:PTEX.Fullbanner: This is pdfTeX, Version 3.141592653-2.6-1.40.25 (TeX Live 2023) kpathsea version 6.3.5 Content-Type: application/pdf X-Parsed-By: org.apache.tika.parser.DefaultParser creator: André M. Claro, André R. Fonseca, António Fernandes, Christoph Menz, Carina Almeida, Helder Fraga and João A. Santos dc:subject: climate modelling; hydrological modelling; agriculture; water scarcity; water management; CMIP6; ISIMIP3b; HSPF; Mediterranean basins; Portugal access_permission:assemble_document: true xmpTPg:NPages: 20 pdf:charsPerPage: 3128 access_permission:extract_content: true access_permission:can_print: true pdf:docinfo:trapped: False meta:keyword: climate modelling; hydrological modelling; agriculture; water scarcity; water management; CMIP6; ISIMIP3b; HSPF; Mediterranean basins; Portugal access_permission:can_modify: true pdf:docinfo:created: 2026-02-07T09:11:04Z