Fire & Snow

NBR: How Satellites Measure Where a Fire Burned

Concept article · Updated · by Dr. Anant Kumar Pathak

Fire flips a landscape's spectral signature: healthy vegetation's strong near-infrared collapses while charred ground's shortwave-infrared climbs. NBR captures that reversal, which is why it is the standard index for burn mapping.

What it actually measures

Live, healthy canopy scores high on NBR; recently burned ground scores low or negative. A single post-fire NBR shows the burn, but the real severity signal comes from comparing before and after (see dNBR).

The math behind it

NBR = (NIR − SWIR2) / (NIR + SWIR2)

where NIR is near-infrared reflectance, SWIR2 is shortwave-infrared 2 reflectance (~2.2 µm).

How to interpret the output

Typical range: −1 to +1

High positive = healthy vegetation · low or negative = recently burned. Severity is read from the pre- vs post-fire drop (see dNBR).

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The bands it needs

Sentinel-2NIR B8 · SWIR2 B12
Landsat 8/9NIR B5 · SWIR2 B7

Real-world use

NBR underpins operational burn-severity products from fire agencies worldwide and is the first step in nearly every post-wildfire assessment.

Watch out for

A single-date NBR is ambiguous; severity needs a pre-fire baseline, and phenology between scenes can bias it.

One date is ambiguous — a low NBR can mean burned or merely sparsely vegetated. Always pair a pre-fire and post-fire image, and watch for phenology differences between the two dates that can masquerade as burn signal.

Compute NBR on your own study area

Skip the code. Draw or upload a boundary and Spatial Research Suite runs NBR on live Sentinel-2 or Landsat imagery — with cloud masking, exports and citations built in.

Run this analysis in GISforus →

Frequently asked

What does a low NBR value mean?

Low or negative NBR indicates little healthy vegetation — either recently burned ground or naturally sparse cover, which is why a pre-fire baseline is needed to confirm burning.

NBR or dNBR for severity?

Use dNBR — the pre-minus-post difference — for severity; a single NBR only shows current condition.

Primary reference: García, M.J.L. & Caselles, V. (1991). Mapping burns and natural reforestation using Thematic Mapper data. Geocarto International 6(1), 31–37.