Dataset - Simulation Results Data and code repository for "How do the weather regimes drive wind speed and power production at the sub-seasonal to seasonal timescales over the CONUS?"

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Wind Energy

Supporting data and code uploaded to DataHub for
"How do the weather regimes drive wind speed and power production
at the sub-seasonal to seasonal timescales over the CONUS?"

Created by Ye Liu*, Sha Feng*, Yun Qian, Berg K Larry, Huilin Huang

*POC:

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DATA
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ERA5:

  •  hgt_daily_anomaly_globe.nc           daily anomaly of HGT
  •  wind_daily_clim_us.nc                climatology of the daily mean wind vector
  •  wind_daily_anomaly_us.nc             daily anomaly of the wind vector

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Reconstruction:
     Reconstructed wind speed for warm and cold seasons over different time intervals.

estimated_wind_<season>_4x4.<interval>D.nc

  •    *season: warm or cold seasons
  •    *interval: averaged interval for the reconstruction, varying from 1 to 90 days

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Classification:

  • kmean_cold_z_4x4.nc                  cliassfied labels for days in cold seasons
  • kmean_warm_z_4x4.nc                  cliassfied labels for days in warm seasons

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Shapefile:

  • ISO_and_Non_ISO.ERA5.nc      mask for ISOs and Non-ISOs on ERA5 grid
  • mask_states.nc                            mask for states on ERA5 grid

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CODE
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    Codes are named based on their function

 

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WeatherRegimes_Wind_PowerProduction_S2S.tar
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    All the data and codes above, including a README,  are compressed in a single tar file.

 

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