Strengthening Soil Health Systems in West Africa: Development of Appropriate Fertilizer Nutrient Requirements for Specific Crop and Soil Combinations within Prioritized Target Areas
Crop productivity remains perennially lower in West Africa, and this significantly attributed to stale blanket fertilizer recommendations. This is also exacerbated by limited national extension services and widespread soil degradation. In response IITA and other technical partners, with funding from...
| Autores principales: | , , , , , , , |
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| Formato: | Informe técnico |
| Lenguaje: | Inglés |
| Publicado: |
2025
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| Materias: | |
| Acceso en línea: | https://hdl.handle.net/10568/178535 |
| _version_ | 1855523416311857152 |
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| author | Kadja, Lionel Axel Vanlauwe, Bernard Mkuhlani, Siyabusa Shehu, Bello Sinha, Surajit Sehou, Romaric; Dalaa, Mustapha Alasan Ampadu Boakye, Theresa |
| author_browse | Ampadu Boakye, Theresa Dalaa, Mustapha Alasan Kadja, Lionel Axel Mkuhlani, Siyabusa Sehou, Romaric; Shehu, Bello Sinha, Surajit Vanlauwe, Bernard |
| author_facet | Kadja, Lionel Axel Vanlauwe, Bernard Mkuhlani, Siyabusa Shehu, Bello Sinha, Surajit Sehou, Romaric; Dalaa, Mustapha Alasan Ampadu Boakye, Theresa |
| author_sort | Kadja, Lionel Axel |
| collection | Repository of Agricultural Research Outputs (CGSpace) |
| description | Crop productivity remains perennially lower in West Africa, and this significantly attributed to stale blanket fertilizer recommendations. This is also exacerbated by limited national extension services and widespread soil degradation. In response IITA and other technical partners, with funding from the World Bank are generating validated crop- and soil-specific nutrient combinations in support of the development of locally relevant Integrated Soil fertility Management (ISFM) recommendations through IPI 1.4. This builds on the digital soil mapping information generated through IPI 1.3. Implementation of IPI 1.4 is undertaken in close collaboration with national agricultural research partners. This is being undertaken with focus on Nigeria, Ghana, Togo, Liberia, Sierra Leone, Mali and Senegal in geographies where strategic scaling projects such as FSRP and Soil values are working in. The focus crops were rice, maize and cassava, based on country prioritisation exercises. The machine learning component of the AgWise fertilizer decision support framework was trained using legacy agronomic data from public repositories. The model performance was deemed to be acceptable at R2 of >0.5 and highly reliable at >0.75. This generated nutrient predictions which have however not undergone field validation (V0). These were validated using crowd sourced peer reviewed literature data. Field data were then used to test against the validated V0 models with a focus on maize Nigeria as these are the only Nutrient Omission Trial (NOT) results available |
| format | Informe técnico |
| id | CGSpace178535 |
| institution | CGIAR Consortium |
| language | Inglés |
| publishDate | 2025 |
| publishDateRange | 2025 |
| publishDateSort | 2025 |
| record_format | dspace |
| spelling | CGSpace1785352025-12-05T02:07:11Z Strengthening Soil Health Systems in West Africa: Development of Appropriate Fertilizer Nutrient Requirements for Specific Crop and Soil Combinations within Prioritized Target Areas Kadja, Lionel Axel Vanlauwe, Bernard Mkuhlani, Siyabusa Shehu, Bello Sinha, Surajit Sehou, Romaric; Dalaa, Mustapha Alasan Ampadu Boakye, Theresa fertilizers-fertilisers partnerships soil Crop productivity remains perennially lower in West Africa, and this significantly attributed to stale blanket fertilizer recommendations. This is also exacerbated by limited national extension services and widespread soil degradation. In response IITA and other technical partners, with funding from the World Bank are generating validated crop- and soil-specific nutrient combinations in support of the development of locally relevant Integrated Soil fertility Management (ISFM) recommendations through IPI 1.4. This builds on the digital soil mapping information generated through IPI 1.3. Implementation of IPI 1.4 is undertaken in close collaboration with national agricultural research partners. This is being undertaken with focus on Nigeria, Ghana, Togo, Liberia, Sierra Leone, Mali and Senegal in geographies where strategic scaling projects such as FSRP and Soil values are working in. The focus crops were rice, maize and cassava, based on country prioritisation exercises. The machine learning component of the AgWise fertilizer decision support framework was trained using legacy agronomic data from public repositories. The model performance was deemed to be acceptable at R2 of >0.5 and highly reliable at >0.75. This generated nutrient predictions which have however not undergone field validation (V0). These were validated using crowd sourced peer reviewed literature data. Field data were then used to test against the validated V0 models with a focus on maize Nigeria as these are the only Nutrient Omission Trial (NOT) results available 2025-11 2025-12-04T11:55:32Z 2025-12-04T11:55:32Z Report https://hdl.handle.net/10568/178535 en Open Access application/pdf Kadja, L. Vanlauwe, B. Siyabusa, M. Shehu, B. Sinha, S. Sehou, R. Dalaa, M. Ampadu-Boakye, T. (2025). Strengthening Soil Health Systems in West Africa: Development of Appropriate Fertilizer Nutrient Requirements for Specific Crop and Soil Combinations within Prioritized Target Areas. AICCRA Report. Accelerating Impacts of CGIAR Climate Research for Africa (AICCRA) |
| spellingShingle | fertilizers-fertilisers partnerships soil Kadja, Lionel Axel Vanlauwe, Bernard Mkuhlani, Siyabusa Shehu, Bello Sinha, Surajit Sehou, Romaric; Dalaa, Mustapha Alasan Ampadu Boakye, Theresa Strengthening Soil Health Systems in West Africa: Development of Appropriate Fertilizer Nutrient Requirements for Specific Crop and Soil Combinations within Prioritized Target Areas |
| title | Strengthening Soil Health Systems in West Africa: Development of Appropriate Fertilizer Nutrient Requirements for Specific Crop and Soil Combinations within Prioritized Target Areas |
| title_full | Strengthening Soil Health Systems in West Africa: Development of Appropriate Fertilizer Nutrient Requirements for Specific Crop and Soil Combinations within Prioritized Target Areas |
| title_fullStr | Strengthening Soil Health Systems in West Africa: Development of Appropriate Fertilizer Nutrient Requirements for Specific Crop and Soil Combinations within Prioritized Target Areas |
| title_full_unstemmed | Strengthening Soil Health Systems in West Africa: Development of Appropriate Fertilizer Nutrient Requirements for Specific Crop and Soil Combinations within Prioritized Target Areas |
| title_short | Strengthening Soil Health Systems in West Africa: Development of Appropriate Fertilizer Nutrient Requirements for Specific Crop and Soil Combinations within Prioritized Target Areas |
| title_sort | strengthening soil health systems in west africa development of appropriate fertilizer nutrient requirements for specific crop and soil combinations within prioritized target areas |
| topic | fertilizers-fertilisers partnerships soil |
| url | https://hdl.handle.net/10568/178535 |
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