Your Turn! - SUNY Oswego SOURCE
Data from DOW6 have been processed for SOURCE and are available.
Below, a sample file has been staged for your use.
# File Location
dow_file = 'data/cfrad.20240404_060356.104_DOW6_v170_s17_el1.92_SUR.nc'
Question 1 - Easy
Similar to the previous notebook, create a PPI display of the DOW radar data
Question 2 - Intermediate
What type of precipitation occured (i.e. hydrometeor classification) can rely upon a a variety of radar parameters. Create a display of a radar field that can used to identify specific hydrometeors.
Question 3 - Hard
Equivalent Radar Reflectivity factor can be used to determine precipitation rates. Create a function to calculate snowfall from this field and display snowfall rates using the following equation
Z-S Relationships
\(Z = A*S ^ {B}\)
Where:
Z = Reflectivity in dBZ
A = Coefficient applied to Z-S Relationship (not in the exponent)
S = Liquid snowfall rate
B = Coefficient applied to Z-S Relationship (in the exponent)
We also need to apply a snow water equivalent ratio (swe
) to convert from liquid to snow (ex. 8 inches of snow –> 1 inch of rain would be 8.0).
This equation now becomes:
\(Z = swe*A*S ^ {B}\)
Solving for S, we get:
\(S = swe * (\frac{z}{a})^{1/B}\)
Where z is reflectivity in units of dB (\(z =10^{Z/10}\))