Atlas · Connectors
85 data sources
Organised by the data each source provides: 10 domains across 16 regions. 47 have written rows in this deployment; the rest are implemented but waiting on a credential or an upstream.
Power system
Prices & markets
3Day-ahead and balancing prices, plus fuel and carbon commodity benchmarks.
Generation mix
1Actual generation by fuel or production type.
Assets & availability
2Installed capacity, plant registries, outages and hydro storage.
- On demandpowerplantmatchingOn demand — static power-plant registry, not a time series. Yield canonical capacity-MW rows per plant and an asset-dim table.
- On demandwri_gppdOn demand — static power-plant registry, not a time series (parse returns []). Populates the `asset` table; emits no series_point rows.
Carbon intensity
1Grid carbon intensity of consumed or produced electricity.
Weather & resource
Weather forecasts & reanalysis
13Numerical weather prediction, reanalysis, satellite and station observations.
- Liveisd_synopNOAA Global Hourly (ISD) station observations via the anon S3 CSV mirror.
- Livenasa_powerNASA POWER — public REST, no auth, hourly point data. Rate-limited to ~1 req/s.
- Livenoaa_gfsNOAA GFS, the US global numerical weather prediction model, from the AWS Open Data mirror
- Untestedera5_cdsLive ERA5 via cdsapi — Copernicus Climate Data Store.
- Untestedmerra2MERRA-2 reanalysis via NASA Earthdata.
- Untestedopen_meteoWeather forecast and reanalysis for a latitude/longitude — temperature, shortwave radiation and wind at 10 m and 100 m
- Untestedweathernext2Ensemble-mean WeatherNext 2 forecasts for a single point.
- On demandatliteOn demand — needs a site asset_id and an ERA5 cutout; run per site, not as a blanket pull. Emit solar_pv + wind_onshore capacity-factor rows per asset.
- Retiredecmwf_ifsRetired — superseded by open_meteo (its best_match blend); needed the uninstalled ecmwf-opendata package.
- Retiredecmwf_opendataRetired — duplicate of ecmwf_ifs that only probed; superseded by open_meteo.
- Retiredera5Retired — superseded by era5_cds; parse() always returned [].
- Retirednoaa_gfs_liveRetired — superseded by noaa_gfs; the NOMADS filter returned nothing usable.
- Retiredplanetary_computerRetired — emitted a scene count, not a quantity, with no series identity.
Solar resource
3Irradiance (GHI/DNI/DHI) and modelled PV output.
Wind resource
1Long-term wind climatology for siting and capacity factors.
Climate & hydrology
5Precipitation, snow, soil moisture and climate projections.
- LivesmapSMAP L3 soil moisture via NASA Earthdata.
- RetiredchirpsRetired — rainfall GeoTIFFs (~50 MB each, never decoded); precipitation for power already comes from open_meteo and era5_cds.
- Retiredcmip6Retired — needs pystac-client + planetary-computer + rioxarray, not installed; climate-scenario work belongs in a research notebook, not nightly ingest.
- Retiredgpm_imergRetired — needs pystac-client + planetary-computer + rioxarray, not installed; precipitation already comes from open_meteo and era5_cds.
- Retiredmodis_snowRetired — needs pystac-client + planetary-computer + rioxarray, not installed.