Development of the AgWise forecast-based Optimum Planting Date and Cultivar Advisory Framework
AgWise delivers tangible impact from climate science investments, transforming ensemble forecasts and data innovations into actionable advisories that directly improve planting decisions, productivity, and resilience for smallholder farmers. It operationalizes the forecast-based action, bridging the...
| Autores principales: | , , , , , , , , |
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| Formato: | Brief |
| Lenguaje: | Inglés |
| Publicado: |
2025
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| Materias: | |
| Acceso en línea: | https://hdl.handle.net/10568/177344 |
| _version_ | 1855517762090172416 |
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| author | Ahmed, Jemal Seid Aguilar Ariza, Andres Degefie, Degefie Tibebe Louise Leroux Mkuhlani, Siyabusa Worku, Wuletawu Abera Llanos Herrera, Lizeth Ramirez Villegas, Julian Armando Ghosh, Aniruddha |
| author_browse | Aguilar Ariza, Andres Ahmed, Jemal Seid Degefie, Degefie Tibebe Ghosh, Aniruddha Llanos Herrera, Lizeth Louise Leroux Mkuhlani, Siyabusa Ramirez Villegas, Julian Armando Worku, Wuletawu Abera |
| author_facet | Ahmed, Jemal Seid Aguilar Ariza, Andres Degefie, Degefie Tibebe Louise Leroux Mkuhlani, Siyabusa Worku, Wuletawu Abera Llanos Herrera, Lizeth Ramirez Villegas, Julian Armando Ghosh, Aniruddha |
| author_sort | Ahmed, Jemal Seid |
| collection | Repository of Agricultural Research Outputs (CGSpace) |
| description | AgWise delivers tangible impact from climate science investments, transforming ensemble forecasts and data innovations into actionable advisories that directly improve planting decisions, productivity, and resilience for smallholder farmers. It operationalizes the forecast-based action, bridging the gap between global climate intelligence and local agricultural services- enabling governments and partners to act early, plan better, and manage risk more efficiently. Tested across Ethiopia, Kenya, Zambia, and Rwanda, AgWise has demonstrated scalability, cost-effectiveness, and adaptability to diverse agro-ecological and data contexts, positioning it for national and regional integration under ongoing climate service initiatives. By converting climate information into livelihood decisions, AgWise strengthens food security systems, advances the CGIAR and AICCRA goals on digital innovation and resilience, and demonstrates clear value for money and long-term sustainability for donor investment. |
| format | Brief |
| id | CGSpace177344 |
| institution | CGIAR Consortium |
| language | Inglés |
| publishDate | 2025 |
| publishDateRange | 2025 |
| publishDateSort | 2025 |
| record_format | dspace |
| spelling | CGSpace1773442025-11-14T20:13:12Z Development of the AgWise forecast-based Optimum Planting Date and Cultivar Advisory Framework Ahmed, Jemal Seid Aguilar Ariza, Andres Degefie, Degefie Tibebe Louise Leroux Mkuhlani, Siyabusa Worku, Wuletawu Abera Llanos Herrera, Lizeth Ramirez Villegas, Julian Armando Ghosh, Aniruddha crops fertilizer application climate forecasting climate action cost analysis AgWise delivers tangible impact from climate science investments, transforming ensemble forecasts and data innovations into actionable advisories that directly improve planting decisions, productivity, and resilience for smallholder farmers. It operationalizes the forecast-based action, bridging the gap between global climate intelligence and local agricultural services- enabling governments and partners to act early, plan better, and manage risk more efficiently. Tested across Ethiopia, Kenya, Zambia, and Rwanda, AgWise has demonstrated scalability, cost-effectiveness, and adaptability to diverse agro-ecological and data contexts, positioning it for national and regional integration under ongoing climate service initiatives. By converting climate information into livelihood decisions, AgWise strengthens food security systems, advances the CGIAR and AICCRA goals on digital innovation and resilience, and demonstrates clear value for money and long-term sustainability for donor investment. 2025-11-01 2025-10-24T20:20:13Z 2025-10-24T20:20:13Z Brief Ahmed, J.S., Aguilar Ariza, A., Degefe, D.T., Leroux, L., Mkhlani, S., Worku, W.A., Llanos Herrera, L., Ramírez Villegas, J.A. and Ghosh, A. 2025. Development of the AgWise Forecast-Based Optimum Planting Date and Cultivar Advisory Framework. AICCRA Brief. Accelerating Impacts of CGIAR Climate Research for Africa (AICCRA). https://hdl.handle.net/10568/177344 en Open Access application/pdf Ahmed JS, Aguilar Ariza A, Degefie DT, Mkuhlani S, Worku WA, Llanos Herrera L, Ramirez Villegas JA, Ghosh A, . 2025. Development of the AgWise forecast-based Optimum Planting Date and Cultivar Advisory Framework. |
| spellingShingle | crops fertilizer application climate forecasting climate action cost analysis Ahmed, Jemal Seid Aguilar Ariza, Andres Degefie, Degefie Tibebe Louise Leroux Mkuhlani, Siyabusa Worku, Wuletawu Abera Llanos Herrera, Lizeth Ramirez Villegas, Julian Armando Ghosh, Aniruddha Development of the AgWise forecast-based Optimum Planting Date and Cultivar Advisory Framework |
| title | Development of the AgWise forecast-based Optimum Planting Date and Cultivar Advisory Framework |
| title_full | Development of the AgWise forecast-based Optimum Planting Date and Cultivar Advisory Framework |
| title_fullStr | Development of the AgWise forecast-based Optimum Planting Date and Cultivar Advisory Framework |
| title_full_unstemmed | Development of the AgWise forecast-based Optimum Planting Date and Cultivar Advisory Framework |
| title_short | Development of the AgWise forecast-based Optimum Planting Date and Cultivar Advisory Framework |
| title_sort | development of the agwise forecast based optimum planting date and cultivar advisory framework |
| topic | crops fertilizer application climate forecasting climate action cost analysis |
| url | https://hdl.handle.net/10568/177344 |
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