GribStream

Unrestricted Mesoscale Analysis (URMA)

GribStream Code: urma

Description

URMA (Unrestricted Mesoscale Analysis) is NOAA's hourly, high-resolution, near-surface “analysis of record.” It reruns the RTMA system approximately six hours after each valid time, assimilating conventional, mesonet, buoy, ship, shelter, and radar-based observations that arrive too late for RTMA. This also includes advanced precipitation QPE from radar and gauge blends, and snowfall updates from NOHRSC, merged via methods like Whittaker blending.

URMA uses a two-dimensional variational (2D-Var) assimilation with static background error covariances (gridpoint-statistical-interpolation, GSI) to combine observations and a first-guess model field. It operates over multiple NDFD Lambert Conformal grids—2.5 km for CONUS (WEXP), ~3 km for Alaska, and similar resolutions for Hawaii, Puerto Rico, and Guam.

The dataset includes standard near-surface fields such as 2 m temperature, dewpoint, specific humidity, 10 m wind (speed, direction, gust), surface pressure, visibility, cloud ceiling, and precipitation. URMA also integrates wave-height fields offshore and daily minimum/maximum temperature. As the analysis of record, it supports forecast verification, NBM bias correction, ML model training, and situational awareness.

URMA's strength lies in its intelligence in merging multimodal data: mesonet densification, radar-gauge precipitation blends, and snow analysis enhancements ensure better accuracy than RTMA. While RTMA targets low latency, URMA focuses on completeness and quality—making it the most trusted truth source in model evaluation and verification workflows.

Notable upgrades: URMA replaced the legacy Stage II precipitation input with MRMS/Multi-Radar QPE and added NOHRSC snow analysis. In Alaska, URMA inputs fed into the AORC system to improve downscaling of temperature, humidity, pressure, and wind products.

Key use cases include: forecast verification and skill score benchmarks, operational dashboarding, bias-corrected model outputs, and generation of high-quality labels for machine learning and post-processing pipelines.

Detail

Parameters

0 parameters

Click a parameter to reveal variants in a compact table with ready-to-copy JSON selectors.

CEIL –Ceiling Height (m)
1 variant

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.

  • Units: m.
Level Info Horizon Introduced Selector
cloud ceiling 0h 2024-05-01
{"name":"CEIL","level":"cloud ceiling","info":""}
DPT –Dew Point Temperature (K)
1 variant

Dew point temperature is the temperature at which the air becomes saturated. It is a direct measure of moisture content.

  • Units: K.
  • When dew point is close to air temperature, fog or low cloud potential increases.
Level Info Horizon Introduced Selector
2 m above ground 0h 2024-05-01
{"name":"DPT","level":"2 m above ground","info":""}
GUST –Wind Gust Speed (m/s)
1 variant

Wind gust is the peak short-duration wind speed. It captures brief, hazardous bursts that can exceed sustained winds.

  • Units: m/s.
Level Info Horizon Introduced Selector
10 m above ground 0h 2024-05-01
{"name":"GUST","level":"10 m above ground","info":""}
HGT –Geopotential Height (gpm)
1 variant

Geopotential height is the altitude of a pressure surface in the atmosphere. It is the primary field for identifying ridges, troughs, and large‑scale flow patterns.

  • Units: gpm.
Level Info Horizon Introduced Selector
surface 0h 2024-05-01
{"name":"HGT","level":"surface","info":""}
PRES –Pressure (Pa)
1 variant

Pressure is the atmospheric pressure at the specified level. It is a fundamental mass-field variable for dynamics and thermodynamics.

  • Units: Pa.
Level Info Horizon Introduced Selector
surface 0h 2024-05-01
{"name":"PRES","level":"surface","info":""}
SPFH –Specific Humidity (kg/kg)
1 variant

Specific humidity is the mass of water vapor per mass of air at the specified level. It is central to moisture transport.

  • Units: kg/kg.
  • Higher values indicate more atmospheric moisture and greater cloud or precip potential.
Level Info Horizon Introduced Selector
2 m above ground 0h 2024-05-01
{"name":"SPFH","level":"2 m above ground","info":""}
TMP –Temperature (K)
1 variant

Air temperature is the thermal state of the atmosphere at the specified level. It influences density, stability, and energy exchange.

  • Units: K.
Level Info Horizon Introduced Selector
2 m above ground 0h 2024-05-01
{"name":"TMP","level":"2 m above ground","info":""}
UGRD –U-Component of Wind (m/s)
1 variant

U‑component of wind is the east‑west component of the horizontal wind. Combine with v for speed and direction.

  • Units: m/s.
  • Combine u and v components to compute speed and direction.
Level Info Horizon Introduced Selector
10 m above ground 0h 2024-05-01
{"name":"UGRD","level":"10 m above ground","info":""}
VGRD –V-Component of Wind (m/s)
1 variant

V‑component of wind is the north‑south component of the horizontal wind. Combine with u for speed and direction.

  • Units: m/s.
  • Combine u and v components to compute speed and direction.
Level Info Horizon Introduced Selector
10 m above ground 0h 2024-05-01
{"name":"VGRD","level":"10 m above ground","info":""}
VIS –Visibility (km)
1 variant

Horizontal visibility at the surface. Lower values indicate reduced visibility due to fog, precipitation, or aerosols.

  • Units: m.
Level Info Horizon Introduced Selector
surface 0h 2024-05-01
{"name":"VIS","level":"surface","info":""}
WDIR –Wind Direction (degrees)
1 variant

Wind direction indicates the direction from which the wind is blowing at the specified level.

  • Units: degrees.
Level Info Horizon Introduced Selector
10 m above ground 0h 2024-05-01
{"name":"WDIR","level":"10 m above ground","info":""}
WIND –Wind Speed (m/s)
1 variant

Wind speed is the magnitude of the horizontal wind at the specified level. It is used for transport, mixing, and hazards.

  • Units: m/s.
Level Info Horizon Introduced Selector
10 m above ground 0h 2024-05-01
{"name":"WIND","level":"10 m above ground","info":""}

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