obspy.imaging - Plotting routines for ObsPy¶

Seismograms¶

This submodule can plot multiple Trace in one Stream object and has various other optional arguments to adjust the plot, such as color and tick format changes.

Additionally the start and end time of the plot can be given as UTCDateTime objects.

Examples files may be retrieved via https://examples.obspy.org.

>>> from obspy import read
>>> st = read()
>>> print(st)  
3 Trace(s) in Stream:
BW.RJOB..EHZ | 2009-08-24T00:20:03.000000Z - ... | 100.0 Hz, 3000 samples
BW.RJOB..EHN | 2009-08-24T00:20:03.000000Z - ... | 100.0 Hz, 3000 samples
BW.RJOB..EHE | 2009-08-24T00:20:03.000000Z - ... | 100.0 Hz, 3000 samples
>>> st.plot(color='gray', tick_format='%I:%M %p',  
...         starttime=st[0].stats.starttime,
...         endtime=st[0].stats.starttime+20)
<...Figure ...>

(Source code, png, hires.png)

Spectrograms¶

The obspy.imaging.spectrogram submodule plots spectrograms.

The spectrogram will on default have 90% overlap and a maximum sliding window size of 4096 points. For more info see obspy.imaging.spectrogram.spectrogram().

>>> from obspy import read
>>> st = read()
>>> st[0].spectrogram(log=True)  

(Source code, png, hires.png)

Beachballs¶

Draws a beach ball diagram of an earthquake focal mechanism.

>>> from obspy.imaging.mopad_wrapper import beachball

>>> from obspy.imaging.mopad_wrapper import beach

Examples

1. The focal mechanism can be given by 3 (strike, dip, and rake) components. The strike is of the first plane, clockwise relative to north. The dip is of the first plane, defined clockwise and perpendicular to strike, relative to horizontal such that 0 is horizontal and 90 is vertical. The rake is of the first focal plane solution. 90 moves the hanging wall up-dip (thrust), 0 moves it in the strike direction (left-lateral), -90 moves it down-dip (normal), and 180 moves it opposite to strike (right-lateral).

   >>> from obspy.imaging.beachball import beachball
   >>> np1 = [150, 87, 1]
   >>> fig = beachball(np1)  
   

   (Source code, png, hires.png)

   

2. The focal mechanism can also be specified using the 6 independent components of the moment tensor (M11, M22, M33, M12, M13, M23). For obspy.imaging.beachball.beachball() (1, 2, 3) corresponds to (Up, South, East) which is equivalent to (r, theta, phi). For obspy.imaging.mopad_wrapper.beachball() the coordinate system can be chosen and includes the choices ‘NED’ (North, East, Down), ‘USE’ (Up, South, East), ‘NWU’ (North, West, Up) or ‘XYZ’.

   >>> from obspy.imaging.beachball import beachball
   >>> mt = [-2.39, 1.04, 1.35, 0.57, -2.94, -0.94]
   >>> fig = beachball(mt) 
   

   (Source code, png, hires.png)

   

   For more info see obspy.imaging.beachball.beachball() and obspy.imaging.mopad_wrapper.beachball().

3. Plot the beach ball as matplotlib collection into an existing plot.

   >>> import matplotlib.pyplot as plt
   >>> from obspy.imaging.beachball import beach
   >>>
   >>> np1 = [150, 87, 1]
   >>> mt = [-2.39, 1.04, 1.35, 0.57, -2.94, -0.94]
   >>> beach1 = beach(np1, xy=(-70, 80), width=30)
   >>> beach2 = beach(mt, xy=(50, 50), width=50)
   >>>
   >>> plt.plot([-100, 100], [0, 100], "rv", ms=20) 
   [<matplotlib.lines.Line2D object at 0x...>]
   >>> ax = plt.gca()
   >>> ax.add_collection(beach1) 
   >>> ax.add_collection(beach2) 
   >>> ax.set_aspect("equal")
   >>> ax.set_xlim((-120, 120))  
   (-120, 120)
   >>> ax.set_ylim((-20, 120))  
   (-20, 120)
   

   (Source code, png, hires.png)

   

   For more info see obspy.imaging.beachball.beach() and obspy.imaging.mopad_wrapper.beach().

Saving plots into files¶

All plotting routines offer an outfile argument to save the result into a file.

The outfile parameter is also used to automatically determine the file format. Available output formats mainly depend on your matplotlib settings. Common formats are png, svg, pdf or ps.

>>> from obspy import read
>>> st = read()
>>> st.plot(outfile='graph.png') 

Classes & Functions¶

Modules¶

Scripts¶