NCEP North American Regional Reanalysis Data

The NCEP 221 Grid used in the NARR model

The NCEP North American Regional Reanalysis Data is a high resolution high frequency assimilated dataset covering the North American region. The model area is shown in the figure to the right.

Resolution

The spatial resolution is 32.4 km, resulting in a total of 96673 nodes covering the area. The temporal resolution is 3 hours. The dataset covers a period from 1979 until the present moment. The dataset assimilates data from rawinsondes, dropsondes, pibals, aircraft, selected surface stations and geostationary satellites.

The full dataset consists of more than 400 climate variables which – when stored in NetCDF files – require storage of about 30 Terra Bytes. At EMD we hold and distribute a subset of the NARR data. The raw data is processed by EMD as the original data holds the vector components for the wind speeds only (U and V – winds). We convert the raw data into a format appropriate for use with wind turbine applications, i.e. wind speed and direction instead.

NARR Dataset at EMD

The NARR dataset at EMD currently holds 10 m and 30 m wind speeds as well as 2 m temperature data. An overview of the data is given in the tables below. Please refer to these tables when interpreting the headers in the files received from the EMD server.

Table: NARR 10 m and 30 m wind data.

Name	Description
Abbreviation	u10 = 10 minute averaged wind speeds
External URL	http://www.emc.ncep.noaa.gov/mmb/rreanl/
Data valid at time	Data valid at the analysis/reference time
Referred to as	"Wind” at level: "10 m above ground level” or “30 m above ground level”
Level	10 m above ground
Grid	Regional - NOAMHI - High Resolution North American Master Grid. Lambert Conformal with 349 x 277 nodes.
Coverage	North America
Columns in data-file	u10.dir.10 = Wind Direction at 10 m a.g.l u10.wsp.10 = Wind Direction at 10 m a.g.l u10.dir.30 = Wind Direction at 30 m a.g.l u10.wsp.30 = Wind Direction at 30 m a.g.l

Table: 2 m temperature data.

Name	Description
Abbreviation	tmp = temperature
External URL	http://www.emc.ncep.noaa.gov/mmb/rreanl/
Data valid at time	Data valid at the analysis/reference time
Referred to as	"temperature” at level: "surface" under main title "Surface Fluxes"
Grid	Regional - NOAMHI - High Resolution North American Master Grid. Lambert Conformal with 349 x 277 nodes.
Coverage	North America
Columns in data-file	tmp.2 = Temperature at 2 m a.g.l. (in degrees Celsius)

NARR Sample Data at Fargo, ND

In the figure below, data from the NARR dataset is compared with local data from a 30 m sensor mounted on a local mast in Fargo, ND. Also shown is the NCEP/NCAR Reanalysis Data with its 6 hour temporal resolution.

The NARR node is located about 16 km from the local mast; while the NCAR Reanalysis node is located approximately 90 km from the site. It seems obvious, that the NARR is an improvement relative to the NCAR Reanalysis data – due to its increased accuracy and improved temporal and spatial resolution. An MCP analysis shows that the ‘Weighted mean of sector-wise correlation’ is about 0.75 for the NARR dataset versus the local data; while the value is 0.68 for the NCAR Reanalysis data versus the local data.

30 m Wind speeds from the NARR dataset (green line) compared with local data (red line) and the NCEP/NCAR Reanalysis Data (purple) at Fargo, North Dakota, USA.

External Links

• Homepage for Regional Reanalysis Questions and Answers at http://www.emc.ncep.noaa.gov/mmb/rreanl
• For a detailed overview of the NARR model, please refer to the paper by F. Mesinger et al (see below). The paper may be located at the following URL: http://www.emc.ncep.noaa.gov/mmb/rreanl/.

References

Fedor Mesinger, Geoff DiMego, Eugenia Kalnay, Kenneth Mitchell, Perry C. Shafran, Wesley Ebisuzaki, Dusan Jovic, Jack Woollen, Eric Rogers, Ernesto H. Berbery, Michael B. Ek, Yun Fan, Robert Grumbine, Wayne Higgins, Hong Li, Ying Lin, Geoff Manikin, David Parrish, and Wei Shi: North American Regional Reanalysis, Paper Submitted to the Bulletin of the AMS, 2005