Set Axis Range When Plotting a Map

In this example we are going to look at how to set the axes range using Matplotlib’s set_xlim and set_ylim when plotting a Map with WCSAxes.

import matplotlib.pyplot as plt

import astropy.units as u
from astropy.coordinates import SkyCoord

import sunpy.data.sample
import sunpy.map

Lets start by creating a Map from the sample data.

aia_map = sunpy.map.Map(sunpy.data.sample.AIA_171_IMAGE)

Now lets say for example we are only interested in plotting a certain region of this Map. One way this could be done is to create a submap over the region of interest and then plotting that. Another useful way is to set the axes range over which to plot using Matplotlib’s set_xlim and set_ylim functionality. The axes that Matplotlib uses is in pixel coordinates (e.g. of image data array) rather than world coordinates (e.g. in arcsecs) so we need to define our limits that are passed to set_xlim, set_ylim to pixel coordinates. We can define our limits we want to use in world coordinates and then work out what pixel coordinates these correspond to. Lets choose x-limits and y-limits in arcsecs that we are interested in.

xlims_world = [500, 1100]*u.arcsec
ylims_world = [-800, 0]*u.arcsec

We can then covert these into a SkyCoord which can be passed to world_to_pixel() to determine which pixel coordinates these represent on the Map.

world_coords = SkyCoord(Tx=xlims_world, Ty=ylims_world, frame=aia_map.coordinate_frame)
pixel_coords = aia_map.world_to_pixel(world_coords)

# we can then pull out the x and y values of these limits.
xlims_pixel = pixel_coords.x.value
ylims_pixel = pixel_coords.y.value

We can now plot this Map and then use the x_lims_pixel and y_lims_pixel to set the range of the axes for which to plot.

fig = plt.figure()
ax = plt.subplot(projection=aia_map)
aia_map.plot(axes=ax, clip_interval=(1, 99.9)*u.percent)
ax.set_xlim(xlims_pixel)
ax.set_ylim(ylims_pixel)

plt.show()
AIA $171 \; \mathrm{\mathring{A}}$ 2011-06-07 06:33:02

Total running time of the script: ( 0 minutes 0.439 seconds)

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