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Great circle v1
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import numpy as np | |
import sunpy.coordinates | |
from astropy.coordinates import SkyCoord | |
import astropy.units as u | |
import matplotlib.pyplot as plt | |
import sunpy.map | |
from sunpy.data.sample import AIA_171_IMAGE | |
# Number of points in great circle | |
num = 100 | |
# Where is the center? | |
c = np.asarray([0.0, 0.0, 0.0]) | |
# a = np.asarray([1.0, 0.0, 0.0]) | |
# b = np.asarray([0.0, 1.0, 0.0]) | |
# Load in a map | |
m = sunpy.map.Map(AIA_171_IMAGE) | |
# Define the initial and final points | |
a_coord = SkyCoord(600*u.arcsec, -600*u.arcsec, frame=m.coordinate_frame) | |
b_coord = SkyCoord(-100*u.arcsec, 800*u.arcsec, frame=m.coordinate_frame) | |
# Get a Cartesian spatial representation of the points. | |
a = a_coord.transform_to('heliocentric').cartesian.xyz.value | |
b = b_coord.transform_to('heliocentric').cartesian.xyz.value | |
# | |
# Implementing the algorithm of https://www.mathworks.com/matlabcentral/newsreader/view_thread/277881 | |
# | |
x0 = c[0] | |
y0 = c[1] | |
z0 = c[2] | |
# Vector from center to first point | |
v1 = np.asarray([a[0]-x0, a[1]-y0, a[2]-z0]) | |
# Distance of the first point from the center | |
r = np.linalg.norm(v1) | |
# Vector from center to second point | |
v2 = np.asarray([b[0]-x0, b[1]-y0, b[2]-z0]) | |
# The v3 lies in plane of v1 & v2 and is orthogonal to v1 | |
v3 = np.cross(np.cross(v1, v2), v1) | |
# Ensure that the vector has length r | |
v3 = r*v3/np.linalg.norm(v3) | |
# Range through the inner angle between v1 and v2 | |
inner_angles = np.linspace(0, np.arctan2(np.linalg.norm(np.cross(v1, v2)), np.dot(v1, v2)), num=num) | |
# Calculate the Cartesian locations from the first to second points | |
vc = np.zeros(shape=(num, 3)) | |
for k in range(0, num): | |
inner_angle = inner_angles[k] | |
vc[k, :] = v1*np.cos(inner_angle) + v3*np.sin(inner_angle) + c | |
# Return as co-ordinates | |
z = SkyCoord(vc[:, 0]*u.km, vc[:, 1]*u.km, vc[:, 2]*u.km, frame='heliocentric', | |
D0=m.dsun, | |
B0=m.heliographic_latitude, L0=m.heliographic_longitude, | |
dateobs=m.date).transform_to(m.coordinate_frame) | |
# Test | |
print(z[0].transform_to(m.coordinate_frame)) | |
print(z[-1].transform_to(m.coordinate_frame)) | |
fig = plt.figure() | |
ax = plt.subplot() | |
m.plot() | |
ax.plot(z.Tx.value, z.Ty.value) | |
plt.colorbar() | |
plt.tight_layout() | |
plt.show() |
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