Resultados de búsqueda - "learning"
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Towards site and context-specific fertilizer recommendations for maize production in Northern Ghana using AgWise framework (Machine learning component)
Publicado 2024“…These included Random Forest (RF), Gradient Boosting Machine (GBM), Deep Learning Artificial Neural Network (ANN), and Generalized Linear Models (GLM). …”
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Informe técnico -
Assessing and projecting land use land cover changes using machine learning and artificial neural network models in Guder watershed, Ethiopia
Publicado 2025“…The motivation behind the present research was to provide a thorough understanding on LULC dynamics to improve land management practices using machine learning and ANN models for current and future environmental changes. …”
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Journal Article -
African Union Great Green Wall Initiative Strategy and Ten-Year Implementation Framework (2024-2034): Monitoring, Evaluation, Learning and Adaptation
Publicado 2025“…This brief presents the proposed Monitoring, Evaluation, Learning, and Adaptation (MELA) approach for the revised African Union Great Green Wall Initiative (GGWI) Strategy and Ten-Year Implementation Framework (2024–2034). …”
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Brief -
Towards Inclusive, Contextual, and Balanced Agricultural Advisories: Refining GPT-5 Agricultural Advisories for Kenya with Reinforcement Learning from Human Feedback
Publicado 2025“…Using over 2,800 real farmer queries from the iShamba SMS platform, researchers applied prompt optimization, expert review, and Reinforcement Learning from Human Feedback (RLHF) to refine AI responses. …”
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Artículo preliminar -
Insights for enhancing monitoring, evaluation and learning: A case study from the Enhancing Climate-Change Resilience in East Africa (ECREA) Project
Publicado 2025“…This insight note presents the 5Q Approach, an innovative monitoring, evaluation, and learning (MEL) method applied in the Enhancing Climate-Change Resilience in East Africa (ECREA) project. …”
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Brief -
Co-Creating a Gender and Social Inclusion Learning Agenda for Food, Land, and Water Systems in Middle East and North Africa Region
Publicado 2025“…This report details the proceedings of the Regional Workshop on ‘Co-Creating a Gender and Social Inclusion (GESI) Learning Agenda for Food, Land, and Water Systems (FLWS) in the Middle East and North Africa (MENA) Region’, convened by the CGIAR Gender Equality and Inclusion Accelerator. …”
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Informe técnico -
Capacity building in EcoHealth: Experiences and evaluation of training using a "learning by doing" approach, within academic and non-academic contexts
Publicado 2013“…The central theme (tagline) of the EcoZD project was ‘learning by doing’. Training inputs enabled the multi-disciplinary research teams conceptualise and develop research proposals; then conduct, analyse and write-up the research, – applying EcoHealth concepts. …”
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Ponencia -
Engendered orange-fleshed sweetpotato project planning, implementation, monitoring and evaluation: A learning kit. 2: Concept notes, proposals and logframe
Publicado 2014Materias: “…learning…”
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Training Material -
Engendered orange-fleshed sweetpotato project planning, implementation, monitoring and evaluation: A learning kit. 4: Project implementation and M&E
Publicado 2014Materias: “…learning materials…”
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Training Material -
Soil Fertility in relation to Landscape Position and Land Use/Cover Types: A Case Study of the Lake Kivu Pilot Learning Site
Publicado 2015“…This study determined the change and distribution of land-uses/covers along the landscape, and evaluated the nutrient status of the top soil layer in the Lake Kivu Pilot Learning Site (LKPLS) benchmarked micro-catchments. …”
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Journal Article -
Roles of social learning for the adoption of climate-smart agriculture innovations: Case study from My Loi Climate-Smart Village, Vietnam
Publicado 2017“…Recommendations for social learning networks and scaling of climate-smart agriculture innovations are provided.…”
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Artículo preliminar