Dataset for "Estimating high-resolution profiles of wind speeds from a global reanalysis dataset using TabNet"

The dataset supports the article "Estimating high-resolution profiles of wind speeds from a global reanalysis dataset using TabNet", which is accepted to be published in the Environmental Data Science journal. 

The description of the files is as follows:

1. ERA5.nc:
   
   • Dimensions:       (location: 11, time: 166560)
     Coordinates:
         longitude     (location) float32 ...
         latitude      (location) float32 ...
       * time          (time) datetime64[ns] 2000-01-01 ... 2018-12-31T23:00:00
         year          (time) int64 ...
   • Variables: 10ws, 100ws, 100alpha, 975ws, 950ws, 975wsgrad, 950wsgrad, zust, i10fg, t2m, skt, stl1, d2m, msl, blh, cbh, ishf, ie, tcc, lcc, cape, cin, bld, t_975, t_950, 2mtempgrad, sktempgrad, dewtempsprd, 975tempgrad, 950tempgrad, sinHR, cosHR, sinJDAY, cosJDAY, 10ws_delta1, 10ws_delta2, 10ws_delta3, 10ws_delta4, 10ws_delta5, 10ws_delta6, 100ws_delta1, 100ws_delta2, 100ws_delta3, 100ws_delta4, 100ws_delta5, 100ws_delta6, 975ws_delta1, 975ws_delta2, 975ws_delta3, 975ws_delta4, 975ws_delta5, 975ws_delta6, 950ws_delta1, 950ws_delta2, 950ws_delta3, 950ws_delta4, 950ws_delta5, 950ws_delta6
2. 2000.nc:
   • Dimensions:            (obs: 11, time: 8784, heightAboveGround: 12)
     Coordinates:
         lat                (obs) float64 ...
         lon                (obs) float64 ...
       * time               (time) datetime64[ns] 2000-01-01 ... 2000-12-31T23:00:00
       * heightAboveGround  (heightAboveGround) float64 10.0 15.0 ... 400.0 500.0
     Dimensions without coordinates: obs
     Data variables:
         data               (obs, time, heightAboveGround) float64 ...
3.  2001.nc:
   • Dimensions:            (obs: 11, time: 8760, heightAboveGround: 12)
     Coordinates:
         lat                (obs) float64 ...
         lon                (obs) float64 ...
       * time               (time) datetime64[ns] 2001-01-01 ... 2001-12-31T23:00:00
       * heightAboveGround  (heightAboveGround) float64 10.0 15.0 ... 400.0 500.0
     Dimensions without coordinates: obs
     Data variables:
         data               (obs, time, heightAboveGround) float64 ...
   • Data is the wind speed at multiple height levels