The brightest pixel location

How to find and overplot the location of the brightest pixel

from __future__ import print_function, division

import numpy as np
import astropy.units as u
import matplotlib.pyplot as plt

import sunpy.map
from sunpy.data.sample import AIA_171_IMAGE

We first create the Map using the sample data and import the coordinate functionality.

aia = sunpy.map.Map(AIA_171_IMAGE)


max_indices = np.unravel_index(aia.data.argmax(), aia.data.shape) * u.pixel

hpc_max = aia.pixel_to_data(max_indices[1], max_indices[0])

Let’s now plot the results. We’ll overlay the autogenerated SunPy lon/lat grid as well for comparison.

fig = plt.figure()
ax = plt.subplot(projection=aia)
aia.plot()
ax.plot_coord(hpc_max, 'bx')
plt.show()
../../_images/sphx_glr_brightness_pixel_location_001.png

Total running time of the script: ( 0 minutes 0.297 seconds)

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