Experimental public parallel feed for NBM v5 on the CONUS core grid. Use it to validate the parallel guidance against the operational NBM archive.
The upstream bucket is noaa-nbm-para-pds. GribStream keeps the parallel feed under dedicated dataset codes so you can compare it to the operational NBM family instead of swapping existing archives underneath current workflows.
NBM v5 is more than a parameter refresh. NOAA's July 15, 2025 change notice highlights one especially visible change for API users: most hourly guidance extends from 36 hours to 48 hours, which matters if you use NBM as an hourly time series rather than just a daily summary.
NOAA also revised the blend itself, including more quantile-mapped processing for key temperature, moisture, and precipitation guidance, a percentile-picking approach for deterministic wind and gusts, higher-resolution ECMWF and Canadian inputs, and ECAIFS as a new input for several core fields. See PNS 25-45, winter configuration notes, and NBM Versions.
For CONUS specifically, the v5 package also adds QM-weighted QPF and PoP, new 24/48/72-hour calibrated snow exceedance guidance, snow depth and snow-depth exceedance products, deterministic and probabilistic precipitable water, joint fire-weather probabilities, and CAPE percentiles.
Detail
Archive window: Last 5 days
Source: NOAA NBM parallel public bucket on AWS Open Data.
Coverage: CONUS core grid.
Update cadence: Hourly cycles.
Lead time: 1-264 hours where published, with most hourly guidance extending through hour 48 in NBM v5.
Resolution: ~2.5 km.
Status: Public parallel feed currently serving NBM v5.
Experimental: This parallel dataset is experimental. Fields, cadence, and retention can change.
Accumulated precipitation represents the total water-equivalent amount of rain and snow during the output period. It is a primary field for hydrologic impacts and event totals.
Units: kg/m^2.
Use with the model time interval to interpret totals and compare to gauges.
Apparent temperature combines air temperature, humidity, and wind to estimate how hot or cold it feels to humans. It is useful for heat and cold stress assessments.
Units: K.
Level
Info
Horizon
Introduced
Selector
2 m above ground
1h-264h
2026-04-15
{"name":"APTMP","level":"2 m above ground","info":""}
Convective Available Potential Energy (CAPE) quantifies buoyant energy available to rising air parcels. Larger values generally imply stronger potential updrafts and greater convective intensity.
Units: J/kg.
Often used with CIN and lifting mechanisms to assess thunderstorm potential.
Ceiling height is the altitude of the lowest cloud base that covers a significant portion of the sky. It is a key aviation and surface-visibility metric.
Craven-Wiedenfeld aggregate severe parameter combines instability and wind shear to indicate severe weather potential. Higher values suggest a higher risk of organized severe storms.
Distance to feature is the horizontal distance to the named hazard or boundary in the source product. It is used to map proximity to key features like fronts or hazards.
Units: km.
Level
Info
Horizon
Introduced
Selector
surface - 610 m above ground
1h-36h
2026-04-15
{"name":"DIST","level":"surface - 610 m above ground","info":""}
Dry thunderstorm probability indicates the chance of thunderstorms with little or no rainfall. It is used for wildfire ignition risk and lightning without wetting rain.
Ellrod index is a diagnostic for clear-air turbulence based on deformation and vertical wind shear. Higher values indicate greater turbulence potential for aviation.
Fosberg fire weather index combines temperature, humidity, and wind to estimate potential fire spread. Higher values indicate more favorable wildfire conditions.
Hourly maximum simulated reflectivity at 1 km AGL captures the strongest modeled reflectivity near the surface. It is used to identify peak convective intensity and heavy precipitation cores.
Units: dBZ.
Level
Info
Horizon
Introduced
Selector
1000 m above ground
1h-48h
2026-04-15
{"name":"MAXREF","level":"1000 m above ground","info":""}
Coded surface precipitation type derived from model precipitation and near-surface thermodynamics. It distinguishes rain, snow, freezing rain, mixed types, and related categories.
Units: coded.
Interpret together with precipitation rate or accumulation.
Predominant weather encodes the most likely weather type for the grid cell and valid period. It is used for compact categorical weather guidance such as rain, snow, ice, fog, or thunder-related outcomes.
Units: coded.
Code meanings depend on the model or product's weather-category mapping.
Wet bulb globe temperature combines temperature, humidity, radiation, and wind effects into a single heat-stress metric. It is commonly used for outdoor exposure and occupational heat-risk assessment.
Units: K.
Use it as a composite heat-stress indicator rather than a standard air-temperature field.