Siphon
Siphon is a collection of Python utilities for downloading data from remote data services. Much of Siphon’s current functionality focuses on access to data hosted on a THREDDS Data Server. It also provides clients to a variety of simple web services.
https://unidata.github.io/siphon/latest/
Tutorials
MetPy Mondays
'#15 - Upper air data with Siphon : Unidata Developer's Blog
https://www.unidata.ucar.edu/blogs/developer/en/entry/metpy-mondays-upper-air-data
Wyoming Upper Air Data Request
https://unidata.github.io/siphon/latest/examples/upperair/Wyoming_Request.html
Metpy Unit
#radar
`#28 - Radar Server
https://www.unidata.ucar.edu/blogs/developer/en/entry/metpy-mondays-28-radar-server
`#29 - Basic Radar Plotting
https://www.unidata.ucar.edu/blogs/developer/en/entry/metpy-mondays-29-basic-radar
#Cartopy
`#30 - Basic Radar Plotting Part 2
https://www.unidata.ucar.edu/blogs/developer/en/entry/metpy-mondays-30-basic-radar
#Cartopy
`#31 - Radar Animations
https://www.unidata.ucar.edu/blogs/developer/en/entry/metpy-mondays-31-radar-animations
matplotlib animation
jupyter
#32 - Multiplanel Animations : Unidata Developer's Blog
matplotlib animation
jupyter
'#54 - #NDBC Time Series with Siphon : Unidata Developer's Blog
https://www.unidata.ucar.edu/blogs/developer/en/entry/metpy-mondays-54-ndbc-time
`#55 - #NDBC Latest Data Plotting : Unidata Developer's Blog
https://www.unidata.ucar.edu/blogs/developer/entry/metpy-mondays-55-ndbc-latest
#Cartopy
`#114 - Parsing METARs : Unidata Developer's Blog
https://www.unidata.ucar.edu/blogs/developer/entry/metpy-mondays-114-parsing-metars
#METAR
`#132 - GFS Weekend Forecast : Unidata Developer's Blog
https://www.unidata.ucar.edu/blogs/developer/entry/metpy-mondays-132-gfs-weekend
#THREDDS
#NCSS
NetCDF Subset Service (NCSS)
https://unidata.github.io/siphon/latest/api/ncss.html
`#17​​3​ - Making Theta-E Maps with RTMA Data : Unidata Developer's Blog
https://www.unidata.ucar.edu/blogs/developer/entry/metpy-mondays-17-3-making
Gaussian smoothing
smooth_gaussian — MetPy 1.0
https://unidata.github.io/MetPy/latest/api/generated/metpy.calc.smooth_gaussian.html
`#174 - Adding METARS
https://www.unidata.ucar.edu/blogs/developer/en/entry/metpy-mondays-174-adding-metars
station plot
barb
airport
`#175​ - Adding Satellite Data
https://www.unidata.ucar.edu/blogs/developer/entry/metpy-mondays-175-adding-satellite
#176​​ - Cloud Cover Based Conditions and Colors
#cloud