Python scripts created and used by Brian K. Blaylock
Version 2: This code is being updated and cleaned up regularly, as opposed to the first version.
Directory Purpose BB_ASN For getting data from MesoWest Above Surface Network BB_HRRR For raw handling HRRR data BB_MesoWest For grabbing data from the MesoWest API BB_WRF For handling WRF output data BB_basemap Draws various basemaps I use often BB_cmap Various color maps BB_data For handling various data types BB_downloads Scripts to download various data sets or images BB_mplstyle Matplotlib styling for publication BB_rose Creating wind and pollution roses BB_skewt Plotting SkewT BB_special Special and misc. functions BB_wx_calcs Various weather related calculations MetPy_BB An older version of MetPy with a fix for reading TDWR data TDWR Code for downloading and plotting TDWR data Code Snippets, and "Convention"My personal color map convention and preferences. Read this article before using python colormaps: http://matplotlib.org/users/colormaps.html
Variable Code Suggested Range Air Temperaturecmap='Spectral_r' Dew Point cmap='BrBG' Relative Humidity cmap='BrBG' [0, 100] % Sea Level Pressure cmap='viridis' [976, 1040] hPa Wind Gust from BB_cmap.my_cmap import cmap_gust cmap=cmap_gust() [0, 35] m/s Terrain from BB_cmap.terrain_colormap import terrain_cmap_256() (mask known water points to -99) cmap=terrain_cmap_256() Reflectivity from MetPy_BB.plots import ctables ctable = 'NWSReflectivity' norm, cmap = ctables.registry.get_with_steps(ctable, -0, 5) m.pcolormesh(x, y, ref, norm=norm, cmap=cmap)
Commonly used HRRR variable names needed for indexing
Variable HRRR code 2 m TemperatureTMP:2 m 2 m RH RH:2 m 10 m Wind Speed (max) WIND:10 m 10 m Wind Gust GUST:surface Sea Level Pressure MSLMA:mean sea level Topography HGT:surface Simulated Reflectivity REFC:entire atmosphere
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