mcp · Global

AIhydro-data

unified Repo for fetching Ai-hydro data

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Data offered docs-verified: precipitation (ERA5-Land, daily) · air temperature Tmax/Tmin/Tmean (ERA5-Land, daily) · potential evapotranspiration (ERA5-Land daily; MOD16 monthly) · actual evapotranspiration (MOD16, monthly) · DEM (GLO30 30 m; DEM3DEP 10 m, CONUS only) · NDVI (Sentinel-2, monthly) · optical surface reflectance (Sentinel-2, Landsat 8/9) · flood inundation extent (GFM Sentinel-1, event) · population (GPW v4.11, 5-yearly)
Coverage docs-verified: Global for most listed tools; DEM3DEP_10M is CONUS only · MOD16 from 2000-01-01; start dates for other products not stated
Resolution docs-verified: Product-specific. Spatial: 10 m (DEM3DEP_10M, Sentinel-2 NDVI/SR), 20 m (GFM_S1_INUNDATION), 30 m (GLO30, Landsat 8/9 SR), 500 m (MOD16_ET/PET), 11 km (ERA5L_*), 927 m (GPW_V411). Temporal: daily (ERA5L_*), monthly (MOD16, SENTINEL2_NDVI), composite (Sentinel-2/Landsat SR), event (GFM), 5-yearly (GPW).
Formats docs-verified: pd.DataFrame · xr.DataArray
Access docs-verified: Mixed. GEE-backed tools need a registered Google Earth Engine account (academic use is free per docs). DEM3DEP_10M, GLO30_STAC, GLO30_ELEMENT84, SENTINEL2_SR_STAC and GFM_S1_INUNDATION are auth-free. GPW_V411 auth not stated in docs. Library licence is Apache-2.0 per the README badge (ENTRY says Other).

Use cases llm-inferred: FRA baseline rainfall context from ERA5L_PRECIP daily precipitation for catchment design-storm checks · Drainage strategy evapotranspiration inputs from ERA5L_PET and MOD16_ET monthly series · BNG habitat baseline vegetation condition mapping from SENTINEL2_NDVI (10 m) · Flood event validation against GFM_S1_INUNDATION Sentinel-1 flood extent (20 m)
Audience llm-inferred: flood consultants · hydrologists · drainage engineers · ecologists · GIS analysts

Constraints llm-inferred: ENTRY says No API key required, but the docs require Google Earth Engine auth for GEE-backed tools such as ERA5L_*, MOD16_*, GLO30, SENTINEL2_NDVI/SR and LANDSAT8/9_SR · ENTRY licence is Other, while the docs badge says Apache-2.0; check the LICENSE file · No UK-specific product is listed in the docs; UK work relies on global sources at coarse resolution (ERA5-Land 11 km, MOD16 500 m, GPW 927 m) · DEM3DEP_10M is CONUS only, so UK DEM work must use GLO30 (30 m) · ENTRY exposes 18 product IDs, while the library documents 57 products · MCP transport and tool output schemas are not in the supplied docs (text is cut off before the MCP Tools section) · Python 3.10+ is required per the docs · Docs table notes are inconsistent: GPW_V411 shows no GEE auth note despite being a gee source

Licence: Other
Authentication: No API key required (repository README, auto-extracted; check upstream requirements)
GitHub stars: 0
Last commit: 03/10/2026
Last successful page check: 14/10/2026
Page health: healthy
Package: pypi:aihydro-data[all]
Verification: Not independently verified

Auto-extracted, unverified fields: tools, install, auth. Check upstream documentation.

Daily discovery 2026-10-15: GitHub search; verified via GitHub API. Tools/install/auth auto-extracted from README.

Metadata observed 14/10/2026 · daily-2026-10-15 (github-search)