Drawing and using a Great Arc

This example shows you how to define and draw a great arc on an image of the Sun, and to extract intensity values along that arc from the image data.

from __future__ import print_function, division

import numpy as np
import matplotlib.pyplot as plt

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

import sunpy.map
from sunpy.coordinates.utils import GreatArc
from sunpy.data.sample import AIA_171_IMAGE

Make a map.

m = sunpy.map.Map(AIA_171_IMAGE)

Let’s define the start and end co-ordinates of the arc on the Sun.

start = SkyCoord(735 * u.arcsec, -471 * u.arcsec, frame=m.coordinate_frame)
end = SkyCoord(-100 * u.arcsec, 800 * u.arcsec, frame=m.coordinate_frame)

Create the great arc between the start and end points.

great_arc = GreatArc(start, end)

Plot the great arc on the Sun.

fig = plt.figure()
ax = plt.subplot(projection=m)
m.plot(axes=ax)
ax.plot_coord(great_arc.coordinates(), color='c')
plt.show()
../../_images/sphx_glr_great_arc_example_001.png

Now we can calculate the nearest integer pixels of the data that correspond to the location of arc.

pixels = np.asarray(np.rint(m.world_to_pixel(great_arc.coordinates())), dtype=int)
x = pixels[0, :]
y = pixels[1, :]

Get the intensity along the arc from the start to the end point.

intensity_along_arc = m.data[y, x]

Define the angular location of each pixel along the arc from the start point to the end.

angles = great_arc.inner_angles().to(u.deg)

Plot the intensity along the arc from the start to the end point.

fig, ax = plt.subplots()
ax.plot(angles, intensity_along_arc)
ax.set_xlabel('degrees of arc from start')
ax.set_ylabel('intensity')
ax.grid(linestyle='dotted')
plt.show()
../../_images/sphx_glr_great_arc_example_002.png

Total running time of the script: ( 0 minutes 0.804 seconds)

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