CFS- and CFSR Data: Difference between revisions

From Wiki-WindPRO
Jump to navigation Jump to search
Line 58: Line 58:


== Data Experiences ==  
== Data Experiences ==  
Generally, the MERRA data is always considered when seeking for candidate reference wind datasets for a particular site. Correlation between local measurements and MERRA data is often high, see the figure below. For his particular study made in 2010, MERRA data was compared against NCEP/NCAR, 3Tier (commercial data) and SYNOP data.
The CFSR-Extended dataset has some inconsistencies if periods before and after 2011 are compared. This is probably due to the different model native resoltions of the CFSR v.1 and CFSR v.2 (0.3 degrees and 0.2 degrees). Please investigate this consistency issue thoroughly, if you are using CFSR-Extended data in your wind farm project.  
 
[[File:MerraCorrelation.png|center|500px|thumb|Comparing Tall Mast data (Risø) to NCEP/NCAR, 3Tier, MERRA and SYNOP data]]
[[File:MerraCorrelation.png|center|500px|thumb|Comparing Tall Mast data (Risø) to NCEP/NCAR, 3Tier, MERRA and SYNOP data]]



Revision as of 15:14, 26 May 2013

CFSR Logo (Credit: NOAA)

The CFSR is a third generation reanalysis product. It is a global, high resolution, coupled atmosphere-ocean-land surface-sea ice system designed to provide the best estimate of the state of these coupled domains over this period. The CFSR includes (1) coupling of atmosphere and ocean during the generation of the 6 hour guess field, (2) an interactive sea-ice model, and (3) assimilation of satellite radiances.

Model Resolution and Coverage

EMD holds a subset of the CFSR data in different spatial resolutions.

  1. 0.5 degree resolution (CFSR-Extended, period 1979-present)
  2. 0.3 degree resolution (CFSR v.1, period 1979-2010)
  3. 0.2 degree resolution (CFSR v.2, period 2011-present)

All have a global coverage over land masses and is extended about 50 km into the sea near coastlines. The temporal resolution is 1 hour. Currently only the 0.5 degree data is available from within WindPRO.

Note that teh CFSR-Extended dataset is actually a version of the CFSR v.1 that has been extended with data from CFSR v. 2. According to NCEP, this can be regarded as a 'seamless' extension (however see our experiences below).

The Model

Example of CFSR data (Credit: NOAA)

The CFSR global atmosphere resolution is ~38 km (T382) with 64 levels. The global ocean is 0.25° at the equator, extending to a global 0.5° beyond the tropics, with 40 levels. The global land surface model has 4 soil levels and the global sea ice model has 3 levels. The CFSR atmospheric model contains observed variations in carbon dioxide (CO2), together with changes in aerosols and other trace gases and solar variations. With these variable parameters, the analyzed state will include estimates of changes in the Earth system climate due to these factors.

More information available at: https://climatedataguide.ucar.edu/reanalysis/climate-forecast-system-reanalysis-cfsr

Data Availability in 0.5 degree Dataset

CFSR data on the 0.5 degree grid is commonly available within WindPRO with a time-tag of 1-2 months. This is due to the processing time of the data at NOAA and the subset-processing at EMD. When the data has been processed at EMD, then the following parameters are available from within the online-dataservices WindPRO.

Table: Overview of CFSR Dataset Parameters (0.5 degree grid).
Parameter Description
time UTC time stamp
wSpeed.10 Wind speed at 10 m above surface
wDir.10 Wind direction at 10 m above surface
wSpeedAtPressure.500 Wind speed at 500 hPa pressure level (approx 5500 m)
wDirAtPressure.500 Wind direction at 500 hPa pressure level (approx 5500 m)
wSpeedAtPressure.850 Wind speed at 850 hPa pressure level (approx. 1500 m)
wDirAtPressure.850temperatureAtPressure.1000 Wind direction at 850 hPa pressure level (approx. 1500 m)
temperatureAtPressure.1000 Wind direction at 1000 hPa pressure level (approx. at sea level)

Data Experiences

The CFSR-Extended dataset has some inconsistencies if periods before and after 2011 are compared. This is probably due to the different model native resoltions of the CFSR v.1 and CFSR v.2 (0.3 degrees and 0.2 degrees). Please investigate this consistency issue thoroughly, if you are using CFSR-Extended data in your wind farm project.

Comparing Tall Mast data (Risø) to NCEP/NCAR, 3Tier, MERRA and SYNOP data

External Links

Acknowledgement

Credits: The Global Modeling and Assimilation Office (GMAO) for the MERRA-analysis and the GES DISC for the dissemination of MERRA.