EMD-WRF South Korea - ERA5
Introduction
The EMD-WRF South Korea (ERA5) dataset is our most accurate, high-resolution mesoscale dataset covering South Korea and minor parts of Japan and North Korea. It is based on ERA-5 reanalysis data from ECMWF (http://www.ecmwf.int) as its boundary conditions. As a premium dataset, a ‘EMD-WRF South Korea (ERA5)’ subscription gives you instant access to 45000+ continuously updated onshore and offshore mesoscale time series. The domain area is shown in the figure to the right.
Direct access to time series via windPRO’s user friendly Online Data Service - i.e. no delivery time!
The WRF mesoscale model is run in an optimized configuration at a high spatial resolution of 3km to produce hourly time series. Spatial visualization of the full domain is included via windprospecting.com - and typically accessed from within windPRO.
At release time, the timespan of the data is at least 20 years back from today. Data access is via windPRO’s user friendly interface to on-line data and requires payment of an annual subscription fee. The EMD-WRF South Korea (ERA5) dataset is the successor of the EMD-WRF_South_Korea.
Release Schedule and Availability
Data is updated monthly with approximately 3 months delay defined by ERA-5's availability (from ECMWF), download time from the Copernicus Climate Datastore (from EU-Storage Servers) and computational efforts regarding EMD's high-performance computer clusters (from EMD). Before contacting support because of delays in the release schedule, please check ERA-5's availability on the ERA5 availability page (see link below). 'EMD-WRF South Korea (ERA5)' data cannot be computed at EMD HPC before ERA-5 data is available and have been downloaded to our storage system.
Validation
The below table shows the correlation statistcs (R2) for the 'New' EMD-WRF South Korea based on ERA5 using 14 masts in the South Korea domain. Notice the significant improvement in R2 compared to the 'Old' ERA-Interim based EMD-WRF and the raw ERA5 data.
Dataset Parameters
A total of 127 sensors (parameters) are ready available for in-depth analysis directly in windPRO. The different parameters in the EMD-WRF South Korea (ERA5) dataset that are available from within windPRO are shown in the table below.
| Parameter | Unit | Description | Type |
|---|---|---|---|
| time | UTC time stamp | ||
| wSpeed.x | m/s | Wind speeds at different heights above ground (x). Heights (x): 10,25,50,75,100,150,200,300,400,500,750,1000,4000m |
Instantaneous |
| wDir.x | deg | Wind directions at different heights above ground (x). Heights (x): 10,25,50,75,100,150,200,300,400,500,750,1000,4000m |
Instantaneous |
| sqrtTKE.x | m/s | Wind speed given as standard deviation in m/s. Derived from the turbulent kinetic energy (TKE) at different heights above ground (x). Heights (x): 10,25,50,75,100,150,200,300,400,500,750,1000,4000m |
Instantaneous |
| press.x | Pa | Pressure at different heights above ground (x). Heights (x): 10,25,50,75,100,150,200,300,400,500,750,1000,4000m |
Instantaneous |
| temp.x | celcius | Temperature at different heights above ground (x). Heights (x): 10,25,50,75,100,150,200,300,400,500,750,1000,4000m |
Instantaneous |
| rh.x | % | Relative humidity at different heights above ground (x). Heights (x): 10,25,50,75,100,150,200,300,400,500,750,1000,4000m |
Instantaneous |
| cloudWater.x | kg/kg | Cloud water content at different heights above ground (x). Heights (x): 10,25,50,75,100,150,200,300,400,500,750,1000,4000m |
Instantaneous |
| cloudIce.x | kg/m^2 | Cloud icing content at different heights above ground (x). Heights (x): 10,25,50,75,100,150,200,300,400,500,750,1000,4000m |
Instantaneous |
| psfc | Pa | Pressure at site | Instantaneous |
| msl | Pa | Pressure at mean sea level | Instantaneous |
| wSpeed.850hpa | m/s | Wind speeds at pressure level 850hPa. | Instantaneous |
| wDir.850hpa | deg | Wind speeds at pressure levels 850hPa. | Instantaneous |
| temperature.2 | celcius | Temperatures at 2m | Instantaneous |
| waterTemp | celcius | Water temperature | Instantaneous |
| soilTemp.0-10cm | celcius | The temperature in the upper 10 cm of the soil | Instantaneous |
| relHumidity.2 | % | Relative humidity in height 2m above ground level | Instantaneous |
| snowDepth | m | Snow depth (if present) | Instantaneous |
| vis.s | m | Visibility at surface | Instantaneous |
| sensHeatFlux.s | w/m2 | Sensible Heat Flux at surface | Instantaneous |
| totPrecip.s | kg/m^2 | Total Precipitation at surface | 1h Accumulated |
| downShortWaveFlux.s | w/m2 | Downward shortwave irradiance at surface | 1h Average |
| swdDir.s | w/m2 | Direct shortwave irradiance at surface | 1h Average |
| swdDif.s | w/m2 | Diffuse shortwave irradiance at surface | 1h Average |
| cloudBottom | m | Height of cloud bottom | Instantaneous |
| cloudTop | m | Height of cloud top | Instantaneous |
| totalCloudCover.a | % | Total cloud cover in atmosphere | 1h Average |
| convCloudCover.a | % | Convective cloud cover in atmosphere | 1h Average |
| rmol | 1/m | Inverse Monin-Obukhov-Length | |
| znt | m | Rougnhess length | Instantaneous |
| u* | m/s | U-start (friction velocity) | Instantaneous |
| pblh | m | Height of the PBL boundary layer | Instantaneous |
Required Modules/Licenses
To access the EMD-WRF South Korea (ERA5) mesoscale data the following licenses/modules are required in your windPRO setup:
- Basis
- METEO
- EMD-WRF South Korea (ERA5)
When the license fee is paid, you then have access to the full dataset without further cost. The price is available from the price-list on the EMD-homepage. Downloading of data is unrestricted for licenced users, however, a "fair use" policy applies. Unlicenced users may download three months of data from any point, however, multiple downloads are not allowed from the same point.
Visit EMD online ordering to purchase the needed licences.
Acknowledgement
- Model development and integration of this dataset into EMD services - was co-supported through the WindPROSPER project. The windPROSPER project is co-funded by the Danish Innovation Fund and the EuroStars framework programme.
Attribution
If data from this dataset is used within any private or public disseminations, then EMD and its data providers must be acknowledged.
Source: EMD-WRF South Korea (ERA5) - Copyright (c) - EMD International A/S, 2019. Distribution through EMD and windPRO. This dataset uses ERA5 which is being developed through the Copernicus Climate Change Service (C3S). Data processing and distribution for ERA5 is carried out by ECMWF.
External Links
- WindPROSPER at Eurostars
- Innovation Fund Denmark - https://innovationsfonden.dk
- ERA5 availability page: : https://cds.climate.copernicus.eu/cdsapp#!/dataset/reanalysis-era5-single-levels?tab=form