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dataset · Europe

CLMS Soil Water Index (SWI) Europe 1km daily V2 (COG)

Quantifies the moisture condition at various depths in the soil. Daily observations are available for continental Europe in the spatial resolution of 1 km from 2025 onwards.

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Source details

Licence: other

Evidence quality: 42.7

Listed in cdse-stac public catalogue API on 2026-10-16; relevance/value screened (haiku).

Metadata checked: 2026-10-14T13:20:00.000Z

What's in it

Data offered docs-verified
soil water index (SWI) layers at T=2, 5, 10, 15, 20, 40, 60, 100 · surface state flag (nominal, frozen, thawing, frozen with snow, wet snow) · quality flags for each SWI layer
Coverage docs-verified
continental Europe (bbox approx. -11,35 to 50,72) · 2025-07-12 onwards
Resolution docs-verified
1 km spatial; daily temporal
Update frequency llm-inferred
daily observations; offline product with P2D timeliness
Formats docs-verified
GeoTIFF (cloud-optimized COG) · ZIP (zipped product) · STAC JSON metadata
Access docs-verified
licence 'other' under the Copernicus Land Monitoring Service data policy; HTTPS and Product assets require OIDC auth, S3 assets use S3 storage credentials

Useful for

Use cases llm-inferred
Antecedent wetness screening for flood risk assessments and FRA runoff context · Daily soil moisture time series as input to infiltration or runoff model calibration for catchments in Europe · Frozen/thawing surface state flags to inform winter earthworks and ground-condition planning
Audience llm-inferred
flood consultants · hydrologists · drainage engineers · geotechnical engineers · environmental consultants · GIS analysts

Limitations

Constraints docs-verified
Values flagged by low quality flags are less reliable · Pixels masked for water surface, low sensitivity (S40) and extreme slope · Short record: time series starts 2025-07-12 · Licence is 'other' and must be checked against the Copernicus data policy · Access to some assets requires OIDC or S3 credentials

Evidence

Check upstream coverage, uncertainty and licence before use. Station observations are not forecasts or design levels.