Water & Moisture

NDMI: Measuring the Water Inside the Canopy

Concept article · Updated · by Dr. Anant Kumar Pathak

NDMI is not about open water at all — it is about the moisture held in leaves and canopy. Because water absorbs shortwave-infrared strongly, the NIR-to-SWIR contrast tracks how hydrated vegetation is, often before stress becomes visible.

How it reads the surface

Turgid, well-watered leaves reflect NIR and absorb SWIR1; as they dry, SWIR1 reflectance rises and the index falls. That makes NDMI an early-warning indicator that leads visible browning by days to weeks.

The formula

NDMI = (NIR − SWIR1) / (NIR + SWIR1)

where NIR is near-infrared reflectance, SWIR1 is shortwave-infrared 1 reflectance (~1.6 µm).

Reading the values

Typical range: −1 to +1

Higher = greater canopy / leaf moisture; low or negative = dry, stressed or non-vegetated surfaces.

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Which bands to use

Sentinel-2NIR B8 · SWIR1 B11
Landsat 8/9NIR B5 · SWIR1 B6

In practice

It is used for drought monitoring, irrigation scheduling, forest-fire fuel-moisture assessment, and detecting canopy stress ahead of any NDVI decline.

Where it struggles

Responds to canopy structure as well as water content, so it is a relative — not absolute — moisture measure.

NDMI responds to canopy structure as well as water content, so treat it as a relative index — track its change over time on the same site rather than reading a single absolute value.

Compute NDMI on your own study area

Skip the code. Draw or upload a boundary and Spatial Research Suite runs NDMI 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 falling NDMI indicate?

Declining canopy or leaf moisture — an early sign of drought or water stress, often before the vegetation visibly browns.

Is NDMI the same as NDWI?

No. McFeeters NDWI (green/NIR) maps open water; NDMI (NIR/SWIR) measures moisture within vegetation.

Primary reference: Gao, B.C. (1996). NDWI — a normalized difference water index for remote sensing of vegetation liquid water from space. Remote Sensing of Environment 58(3), 257–266.