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Satellite Crop Advisory in the Farmer's Own Language

Satellite Crop Advisory delivers per-field vegetation and water indices from free Sentinel-2 and NASA HLS imagery, translated into plain-language irrigation and disease advisories in eight Indian languages. Every recommendation cites an agronomic standard, FAO-56 for evapotranspiration, TOMCAST for disease risk, and each derived record is sealed in a per-field SHA-256 hash chain.

Capabilities

Research-Grade Models, Farmer-Readable Outputs

Sentinel-2 + NASA HLS

NDVI, NDRE, EVI and NDWI computed from harmonised satellite reflectance, no on-farm connectivity required.

FAO-56 & TOMCAST

Irrigation advisories cite FAO-56 evapotranspiration. Disease risk uses TOMCAST DSV, not black-box ML.

8 Indian Languages

Hindi, English, Marathi, Tamil, Telugu, Kannada, Bengali and Gujarati, advisories farmers can act on without translation.

Hash-Chain-Sealed Records

Every advisory derivation is appended to a per-field SHA-256 hash chain, auditable evidence, not marketing claims.

The Product

Field Health, From Space to Screen

VarshaKrishi advisory dashboard, a per-field NDVI map beside a plain-language irrigation advisory that cites FAO-56
The advisory application, live at pilot.varshakrishi.com
FAQ

Common Questions

Which satellite data sources does VarshaKrishi use?

ESA Sentinel-2 surface reflectance fused with NASA Harmonized Landsat Sentinel (HLS) products. Indices include NDVI, NDRE, EVI and NDWI at field-relevant resolution.

Which agronomy models power the advisories?

FAO-56 Penman-Monteith evapotranspiration (Hargreaves-Samani where local weather permits) for irrigation. TOMCAST Disease Severity Value for vegetable disease risk. See our citation registry.

In which languages are advisories delivered?

Eight Indian languages: Hindi, English, Marathi, Tamil, Telugu, Kannada, Bengali and Gujarati.

Does satellite advisory require field hardware?

No. Satellite monitoring needs no on-farm connectivity. Ground-truth instrumentation is optional, procured COTS equipment where a project requires validation.

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