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
4Day-ahead and balancing prices, plus fuel and carbon commodity benchmarks.
- Retiredentsoe_liveRetired — duplicate of entsoe (A65 load) + entsoe_price (A44): a second source_id for the same documents split one series in two.
- Retiredepex_spotRetired — ENTSO-E day-ahead prices under an EPEX label, not EPEX's own (licensed) feed; the same zones run as entsoe_price, and registering its headers relabelled those ENTSO-E series as EPEX.
- Retirednord_poolRetired — ENTSO-E day-ahead prices under a Nord Pool label, not Nord Pool's own (licensed) feed; the same zones run as entsoe_price, and registering its headers relabelled those ENTSO-E series as Nord Pool.
- Retiredtennet_nlRetired — ENTSO-E NL day-ahead price under a TenneT label (its declared imbalance variables were never fetched); NL already runs as entsoe_price.
Demand & TSO data
1System load and forecasts published by transmission system operators.
Assets & availability
1Installed capacity, plant registries, outages and hydro storage.
Carbon intensity
1Grid carbon intensity of consumed or produced electricity.
Weather & resource
Weather forecasts & reanalysis
9Numerical weather prediction, reanalysis, satellite and station observations.
- RetiredaromeRetired — superseded by open_meteo (its best_match blend): this one only listed the bucket and never decoded a GRIB.
- Retiredecmwf_ifsRetired — superseded by open_meteo (its best_match blend); needed the uninstalled ecmwf-opendata package.
- Retiredecmwf_opendataRetired — duplicate of ecmwf_ifs that only probed; superseded by open_meteo.
- Retiredera5Retired — superseded by era5_cds; parse() always returned [].
- RetiredgoesRetired — needs pystac-client + planetary-computer + rioxarray, not installed; satellite imagery is outside the platform's time-series scope.
- RetiredharmonieRetired — superseded by open_meteo (its best_match blend): KNMI downloads need a key this connector never read.
- RetirediconRetired — superseded by open_meteo (its best_match blend): this one only listed the DWD directory and never decoded a GRIB.
- Retirednoaa_gfs_liveRetired — superseded by noaa_gfs; the NOMADS filter returned nothing usable.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
1Irradiance (GHI/DNI/DHI) and modelled PV output.
Wind resource
1Long-term wind climatology for siting and capacity factors.
Climate & hydrology
4Precipitation, snow, soil moisture and climate projections.
- 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.