2025 SFP Prioritization Tool Prototype
This repository contains initial explorations and prototyping to support early discussions for CGIAR Sustainable Farming Program prioritization. It is the result of brainstorming and testing to refine variable selection, weighting, and aggregation for country-level prioritization. As a prototype, it...
| Main Authors: | , , , , |
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| Format: | Conjunto de datos |
| Language: | Inglés |
| Published: |
2025
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| Subjects: | |
| Online Access: | https://hdl.handle.net/10568/179892 |
| _version_ | 1855528985330450432 |
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| author | Youngberg, Brayden Ghosh, Aniruddha Steward, Peter Richard Rosenstock, Todd Stuart Schmitter, Petra |
| author_browse | Ghosh, Aniruddha Rosenstock, Todd Stuart Schmitter, Petra Steward, Peter Richard Youngberg, Brayden |
| author_facet | Youngberg, Brayden Ghosh, Aniruddha Steward, Peter Richard Rosenstock, Todd Stuart Schmitter, Petra |
| author_sort | Youngberg, Brayden |
| collection | Repository of Agricultural Research Outputs (CGSpace) |
| description | This repository contains initial explorations and prototyping to support early discussions for CGIAR Sustainable Farming Program prioritization. It is the result of brainstorming and testing to refine variable selection, weighting, and aggregation for country-level prioritization. As a prototype, it is focused on experimentation rather than informing finalized decisions, and it can be easily modified to include different indicators, methods, etc.
The analysis classifies risk-related variables into exposure and vulnerability components, normalizes them for comparability, and combines them into a single urgency index highlighting countries where agricultural systems face the greatest combined pressure. In parallel, complementary indices of need and capacity are constructed to indicate where support is most required and where delivery is most feasible. Indicators span agricultural, economic, and institutional dimensions and are adjusted for country size, rural population, and agricultural GDP. Results are categorized into low, moderate, and high levels and visualized using bivariate maps to support interpretation.
The repository includes two Quarto documents (.qmd) that can be rendered with the below commands:
quarto render country_analysis.qmd
quarto render sfp_report.qmd
country_analysis.qmd presents final prioritization outputs, including primary and secondary country groups, top countries by Area of Work, and within-country priority zones.
sfp_report.qmd provides a more detailed description of the analysis and indicators, without producing country rankings.
The repository is designed to share reproducible results and documentation while excluding large raw datasets. The results/ directory contains all processed outputs required to reproduce the reported analyses. |
| format | Conjunto de datos |
| id | CGSpace179892 |
| institution | CGIAR Consortium |
| language | Inglés |
| publishDate | 2025 |
| publishDateRange | 2025 |
| publishDateSort | 2025 |
| record_format | dspace |
| spelling | CGSpace1798922026-01-15T12:52:06Z 2025 SFP Prioritization Tool Prototype Youngberg, Brayden Ghosh, Aniruddha Steward, Peter Richard Rosenstock, Todd Stuart Schmitter, Petra production socioeconomic aspects farming systems-farming hazards spatial analysis This repository contains initial explorations and prototyping to support early discussions for CGIAR Sustainable Farming Program prioritization. It is the result of brainstorming and testing to refine variable selection, weighting, and aggregation for country-level prioritization. As a prototype, it is focused on experimentation rather than informing finalized decisions, and it can be easily modified to include different indicators, methods, etc. The analysis classifies risk-related variables into exposure and vulnerability components, normalizes them for comparability, and combines them into a single urgency index highlighting countries where agricultural systems face the greatest combined pressure. In parallel, complementary indices of need and capacity are constructed to indicate where support is most required and where delivery is most feasible. Indicators span agricultural, economic, and institutional dimensions and are adjusted for country size, rural population, and agricultural GDP. Results are categorized into low, moderate, and high levels and visualized using bivariate maps to support interpretation. The repository includes two Quarto documents (.qmd) that can be rendered with the below commands: quarto render country_analysis.qmd quarto render sfp_report.qmd country_analysis.qmd presents final prioritization outputs, including primary and secondary country groups, top countries by Area of Work, and within-country priority zones. sfp_report.qmd provides a more detailed description of the analysis and indicators, without producing country rankings. The repository is designed to share reproducible results and documentation while excluding large raw datasets. The results/ directory contains all processed outputs required to reproduce the reported analyses. 2025 2026-01-15T12:51:32Z 2026-01-15T12:51:32Z Dataset https://hdl.handle.net/10568/179892 en Open Access Youngberg, B.; Ghosh, A.; Steward, P.R.; Rosenstock, T.S.; Schmitter, P. (2025) 2025 SFP Prioritization Tool Prototype. https://doi.org/10.5281/zenodo.18224254 |
| spellingShingle | production socioeconomic aspects farming systems-farming hazards spatial analysis Youngberg, Brayden Ghosh, Aniruddha Steward, Peter Richard Rosenstock, Todd Stuart Schmitter, Petra 2025 SFP Prioritization Tool Prototype |
| title | 2025 SFP Prioritization Tool Prototype |
| title_full | 2025 SFP Prioritization Tool Prototype |
| title_fullStr | 2025 SFP Prioritization Tool Prototype |
| title_full_unstemmed | 2025 SFP Prioritization Tool Prototype |
| title_short | 2025 SFP Prioritization Tool Prototype |
| title_sort | 2025 sfp prioritization tool prototype |
| topic | production socioeconomic aspects farming systems-farming hazards spatial analysis |
| url | https://hdl.handle.net/10568/179892 |
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