hydromodpy.data.variables.intermittency.apis.hubeau

Hub’Eau stream-flow (ecoulement) API adapter.

Produces PointRecord instances from the Hub’Eau v1 ecoulement endpoints (ONDE - National Low-Flow Observatory).

Endpoints used: - /v1/ecoulement/stations - station discovery (bbox, department, etc.) - /v1/ecoulement/observations - flow-state observations per station

Flow state mapping (Hub’Eau code_ecoulement -> internal 1-5 ordinal):

“1” -> Visible flow -> 5 “1a” -> Acceptable visible flow -> 4 “1f” -> Weak visible flow -> 3 “2” -> Non-visible flow -> 2 “3” -> Dry (no water) -> 1 “4” -> Observation impossible -> dropped (NaN)

Functions

fetch(*[, bbox, station_ids, ...])

Fetch ONDE flow-state observations from Hub'Eau and return PointRecord list.