EC-M-1.1 v0.4.0 Coming
Surface Water Variability SWV
Quarterly surface-water extent variability vs. 20-year baseline for any parcel.
Built on JRC Global Surface Water + Sentinel-2. Quantifies hydrological regime shifts — drying, expansion, seasonal change — relative to the parcel's own historical baseline rather than a global one.
Twelve-month sample series
A representative parcel under EC-M-1.1, July 2025 through June 2026. The line is the published value at each monthly vintage; the band is the 95% confidence interval. Past vintages are immutable — this same chart, queried in 2040, returns the same values.
Surface Water Variability (SWV) — sample monthly series
parcel us-vt-orange-a3f2 · methodology EC-M-1.1 · v0.4.0 · illustrative, not for citation
Sample observation
A complete response object for this signal at a sample
location and as-of date. Every field below appears on every
observation; signal-specific structure lives under
components.
{
"signal_id": "surface-water-variability",
"version": "0.4.0",
"methodology_version": "EC-M-1.1",
"as_of": "2026-04-30",
"vintage_pinned": true,
"value": 0.18,
"baseline_years": 20,
"regime": "stable",
"lineage": {
"inputs_count": 4,
"computation_graph": "https://api.earth-signals.com/v1/signals/surface-water-variability/lineage/0xa3f2..."
}
} How to query
The signal is queried at the canonical
/v1/signals/{id} endpoint. Required
parameters are a location and an as-of date. The same query
replayed in 2040 returns the same value.
curl https://api.earth-signals.com/v1/signals/surface-water-variability \
-H "Authorization: Bearer es_preview_..." \
-d "lat=44.4654" \
-d "lng=-72.6874" \
-d "as_of=2026-04-30" Endpoint and tokens shown for spec illustration. The Earth Signals API is in private beta with named design partners; the underlying Earth API and Calculator API are live.
The full parameter table — point query, parcel id, polygon aggregation, methodology pinning — is in the API reference.
Audiences that lean on this signal
Citation
Landseed PBC. Surface Water Variability (SWV), version 0.4.0, methodology EC-M-1.1. Earth Signals canonical signal layer. DOI forthcoming.
Cite the catalog id, the signal version, the methodology version, and the as-of date. Together these define a reproducible observation forever — independent of methodology revisions.