Mapping study
IllustrativeMapping study: Agricultural advisory enablers in South Asia
2025 · Updated 21 May 2026
Illustrative map of data, connectivity and language coverage that shape crop-advice systems.
This sample mapping study inventories the ecosystem enablers behind agricultural advice tools: labelled agronomic data, last-mile connectivity, multilingual evaluation sets and extension-officer skills. It is written to sit beside the Deccan advisory use case, not as a country ranking.
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Related records
Use case
Multilingual crop advisory with documented language gapsAn illustrative Indian advisory service publishes coverage maps so farmers can see which languages and plot sizes the model was tested on.
Dataset
South Asia agricultural advisory fairness audit sampleSynthetic evaluation of language coverage and plot-size bias in crop-advice replies.