verde.datasets.fetch_texas_wind#
- verde.datasets.fetch_texas_wind()[source]#
Fetch sample wind speed and air temperature data for Texas, USA.
Warning
All sample datasets in Verde are deprecated and will be removed in Verde v2.0.0. The tutorials/examples will transition to using Ensaio instead.
Data are average wind speed and air temperature for data for February 26 2018. The original data was downloaded from Iowa State University.
If the file isn’t already in your data directory, it will be downloaded automatically.
- Returns:
- data
pandas.DataFrame
Columns are the station ID, longitude, latitude, air temperature in C, east component of wind speed in knots, and north component of wind speed in knots.
- data
See also
setup_texas_wind_map
Utility function to help setup a Cartopy map.
Examples using verde.datasets.fetch_texas_wind
#
Gridding with splines
Gridding with splines (cross-validated)
Gridding with splines (cross-validated)
Polynomial trend
Gridding 2D vectors
Evaluating Performance
Model Selection
Trend Estimation