Dataset
JNCC Sentinel-2 indices Analysis Ready Data (ARD) Normalised Difference Moisture Index (NDMI) v2
Abstract
NDMI can be used to assess vegetation moisture content, and is calculated as the ratio between the near-infrared (NIR) and short-wave infrared (SWIR) bands. It is commonly used to assess water stress in plants. Positive values tend to correspond to vegetated surfaces, with the value increasing towards 1 as moisture content and vegetation density increase.
NDMI = (NIR – SWIR) / (NIR + SWIR)
Sentinel-2 NDMI (Defra/JNCC ARD bands) = (B07 – B09) / (B07 + B09)
Equivalent ESA Sentinel-2 bands: B08, B11
Data are provided in EPSG: 27700 OSGB36 / British National Grid, with a pixel size of 10m, and data is pixel-aligned to the source ARD file. No-data pixels are set to a value of -9999.
These data have been created by the Joint Nature Conservation Committee (JNCC) as part of the “Earth observation-based habitat change detection” project. This project is funded by the Department for Environment, Food and Rural Affairs (Defra) as part of the Natural Capital and Ecosystem Assessment (NCEA) programme. The project seeks to facilitate the effective uptake and use of Earth Observation data by producing data and tools for investigating and detecting parcel-level change in habitats and habitat condition.
The dataset contains NDVI, NDMI, NDWI, NBR and EVI2 indices derived from Defra and JNCC Sentinel-2 ARD. Index files have been generated for Sentinel-2 granules covering England and Scotland for the period from 2015 to 2025. Note that new unmasked index files (v2) have superseded the previous masked index files (v1). Masked files will no longer be produced. Users can mask the new index files if required using the cloud and topographic shadow masks provided with the ARD, or masks of their choice.
Contains modified Copernicus Sentinel data 2015-2025
Details
| Previous Info: |
No news update for this record
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| Previously used record identifiers: |
No related previous identifiers.
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| Access rules: |
Public data: access to these data is available to both registered and non-registered users.
Use of these data is covered by the following licence(s): http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/ When using these data you must cite them correctly using the citation given on the CEDA Data Catalogue record. |
| Data lineage: |
Data were produced by the project team and supplied for archiving at the Centre for Environmental Data Analysis (CEDA). |
| Data Quality: |
All index files are quality checked automatically as part of the processing workflow. The QC process checks that the following are as expected: the data value range, file format, coordinate reference system, no-data value, data type, pixel size, pixel alignment with the source ARD file. As part of workflow testing, a representative subset of data was also manually checked. Data are as given by the data provider, no quality control has been performed by the Centre for Environmental Data Analysis (CEDA).
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| File Format: |
These data are provided in Cloud Optimized GeoTIFF (COG) format.
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Related Documents
Process overview
Instrument/Platform pairings
| Sentinel 2 Multispectral Instrument (MSI) | Deployed on: Sentinel 2A |
Instrument/Platform pairings
| Sentinel 2 Multispectral Instrument (MSI) | Deployed on: Sentinel 2B |
Computation Element: 1
| Title | Computation for JNCC Sentinel-2 indices Analysis Ready Data (ARD) Normalised Difference Moisture Index (NDMI) v2 |
| Abstract | Index equation from Sentinel Hub custom scripts (link in Related Documents). Sentinel-2 surface reflectance products are obtained from Defra and JNCC Sentinel-2 ARD CEDA dataset. NDMI index files are generated in R v4.4.1 (R Core Team, 2024) using the calc function of the R package raster v3.6-26 (Hijmans, 2023). Data are provided in EPSG: 27700 OSGB36 / British National Grid, with a pixel size of 10m, and data is pixel-aligned to the source ARD file. No-data pixels are set to a value of -9999. Contains modified Copernicus Sentinel data 2015-2025 |
| Input Description | None |
| Output Description | None |
| Software Reference | None |
| Output Description | None |
| Output Description | None |
No variables found.
Temporal Range
2015-07-08T00:00:00
2024-12-31T23:59:59
Geographic Extent
59.4800° |
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-7.6500° |
2.0200° |
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49.4800° |