A seamless forecast for PepsiCo sourcing regions (SFPS) The goal of this project is provide different forecasting products, such as tercile forecasts, as well as flexible forecasts at both seasonal and sub-seasonal time scales. Precipitation and temperature are targeted variables, with the US, Canada, and Thailand as regions of interest. Among the tasks will be the assessment of precipitation and temperature variability and predictability, evaluation of skill over the regions, and development of forecast products that may assist climate-sensitive agricultural management decision-making. Regions -- US and Canada - NMME (Oct 2021-Mar 2024): CanSIPS-IC3,COLA-RSMAS-CCSM4,GFDL-SPEAR,NASA-GEOSS2S,NCEP-CFSv2 NMME (Apr 2024-Jun 2024): CanSIPS-IC3,COLA-RSMAS-CESM1,GFDL-SPEAR,NASA-GEOSS2S,NCEP-CFSv2 NMME (Jul 2024-present): CanSIPS-IC4,COLA-RSMAS-CESM1,GFDL-SPEAR,NASA-GEOSS2S,NCEP-CFSv2 COLA-RSMAS-CCSM4: Stoped in Mar 2024 CanSIPS-IC3: Stoped in Jun 2024 COLA-RSMAS-CESM1: (Jul 2023-present) CanSIPS-IC4: (Jul 2024-present) Thailand - NMME (Oct 2021-Mar 2024): CanSIPS-IC3,COLA-RSMAS-CCSM4,GFDL-SPEAR,NASA-GEOSS2S,NCEP-CFSv2 NMME (Apr 2024-Jun 2024): CanSIPS-IC3,COLA-RSMAS-CESM1,GFDL-SPEAR,NASA-GEOSS2S,NCEP-CFSv2 NMME (Jul 2024-present): CanSIPS-IC4,COLA-RSMAS-CESM1,GFDL-SPEAR,NASA-GEOSS2S,NCEP-CFSv2 COLA-RSMAS-CCSM4: Stoped in Mar 2024 CanSIPS-IC3: Stoped in Jun 2024 COLA-RSMAS-CESM1: (Jul 2023-present) CanSIPS-IC4: (Jul 2024-present) South America - NMME (Jul 2023-Jun 2024): CanSIPS-IC3,COLA-RSMAS-CESM1,GFDL-SPEAR,NASA-GEOSS2S,NCEP-CFSv2 NMME (Jul 2024-present): CanSIPS-IC4,COLA-RSMAS-CESM1,GFDL-SPEAR,NASA-GEOSS2S,NCEP-CFSv2 CanSIPS-IC3: Stoped in Jun 2024 CanSIPS-IC4: (Jul 2024-present) South Asia - NMME (Jul 2023-Jun 2024): CanSIPS-IC3,COLA-RSMAS-CESM1,GFDL-SPEAR,NASA-GEOSS2S,NCEP-CFSv2 NMME (Jul 2024-present): CanSIPS-IC4,COLA-RSMAS-CESM1,GFDL-SPEAR,NASA-GEOSS2S,NCEP-CFSv2 CanSIPS-IC3: Stoped in Jun 2024 CanSIPS-IC4: (Jul 2024-present)