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What is Sentinel-2?

The European Space Agency's twin optical satellites

A pair of Copernicus satellites that photograph every land surface on Earth every few days in 13 spectral bands, with 10 m pixels for the most useful bands. The data is free.

How it works

Sentinel-2A and 2B orbit together so that, in India, a given field is imaged about every five days. Their bands include visible, red-edge, near-infrared and shortwave-infrared light, from which vegetation and water indices such as NDVI, NDRE and NDWI are computed.

Optical satellites cannot see through cloud. Sentinel-1, a radar satellite in the same programme, can, which is why the two are used together in the monsoon.

Why it matters for Indian farmers

Sentinel-2 makes field-level monitoring possible for every smallholder in India at no data cost. What was missing was turning those images into a short, specific message a farmer can use.

How VarshaKrishi uses it

VarshaKrishi reads Sentinel-2 surface reflectance (Level-2A) for each registered field, fills cloud gaps with NASA HLS, and uses Sentinel-1 radar when the monsoon hides the field. Every message names the source and the date of the image.

Methods and evidence A year of real Sentinel-2 NDVI for one field (open data)

Questions about Sentinel-2

How often does Sentinel-2 see my field?

About every five days, but cloud can hide the field for weeks in the monsoon. The message says when no clear image was available.

Is Sentinel-2 data free?

Yes. It is published openly by the European Space Agency through the Copernicus programme.

Can it see individual plants?

No. Each pixel is 10 m by 10 m, so it sees patches of a field, not single plants or trees.

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