

In [1]:

    
# Modulos básicos
import numpy as np
import time
#from pylab import imshow
import matplotlib.pyplot as plt
from tqdm import tqdm, tnrange, tqdm_notebook
# Modulo para manejo de fecha
from datetime import datetime, timedelta
# Modulos para astrofisica/solar
import astropy
from sunpy.net import vso
import astropy.units as u
from sunpy.map import Map
from astropy.io import fits # to fix headers
# Custom-made methods and classes for fixing headers
from lib.CompatMaps import sinehpc_wcs_frame_mapping









    



WARNING: AstropyDeprecationWarning: astropy.utils.compat.odict.OrderedDict is now deprecated - import OrderedDict from the collections module instead [astropy.utils.compat.odict]



In [ ]:

    
# Habilitar JS en jupyter (correr en shell como root)
# jupyter nbextension enable --py --sys-prefix widgetsnbextension

Data structure

Data is acquired using another jupyter notebook that is in the same repository as this one (check https://github.com/ijpulidos/solar-physics-ex/) and it's called Acquiring_Data.ipynb

The structure of the data sets downloaded with that notebook is as follows (relative to the directory of this notebook):

data
├── set1
│   ├── hmi_ic_45s_2012_01_29_00_01_30_tai_continuum.fits.fits
│   ├── hmi_ic_45s_2012_01_29_00_16_30_tai_continuum.fits.fits
│   ├── hmi_ic_45s_2012_01_29_00_31_30_tai_continuum.fits.fits
|   ...
│   └── hmi_ic_45s_2012_01_30_14_46_30_tai_continuum.fits.fits
├── set2
│   ├── hmi_ic_45s_2013_03_04_00_01_30_tai_continuum.fits.fits
│   ├── hmi_ic_45s_2013_03_04_00_44_15_tai_continuum.fits.fits
│   ├── hmi_ic_45s_2013_03_04_00_45_00_tai_continuum.fits.fits
|   ...
│   └── hmi_ic_45s_2013_03_09_17_12_45_tai_continuum.fits.fits
├── set3
│   ├── hmi_ic_45s_2014_09_23_00_02_15_tai_continuum.fits.fits
│   ├── hmi_ic_45s_2014_09_23_00_03_00_tai_continuum.fits.fits
│   ├── hmi_ic_45s_2014_09_23_00_03_45_tai_continuum.fits.fits
|   ...
│   └── hmi_ic_45s_2014_09_28_23_06_00_tai_continuum.fits.fits
├── set4
│   ├── hmi_ic_45s_2015_09_03_00_01_30_tai_continuum.fits.fits
│   ├── hmi_ic_45s_2015_09_03_00_02_15_tai_continuum.fits.fits
│   ├── hmi_ic_45s_2015_09_03_05_46_30_tai_continuum.fits.fits
|   ...
│   └── hmi_ic_45s_2015_09_08_22_56_15_tai_continuum.fits.fits
...

12 directories, 1290 files (in my case)



In [2]:

    
basepath = !pwd
fits_files = !ls data/set1/*.fits  # Quedan con el path data/*.fits 
np.shape(fits_files)









    Out[2]:





(138,)

Arreglando headers de archivos FITS descargados

Desafortunadamente para ver los resultados hay muchas imágenes que no tienen los headers correctos, entonces es necesario hacer algo como lo que se muestra en este enlace para corregir estos problemas: http://docs.sunpy.org/en/latest/generated/gallery/gallery/hmi_synoptic_maps.html and specially the updated example in: https://gist.github.com/Cadair/cbc73dc7888b9bae5d06708270aedd68



In [ ]:

    
#from IPython.display import clear_output
# Read header and data from all fits files programatically
#i = 0  # index for files
for file in fits_files:
    fitsfile = fits.open(basepath[0]+'/'+file)
    fitsfile.verify('fix')
    header = fitsfile[1].header
    del fitsfile
    #time.sleep(1)
    #header.values



In [ ]:

    
# Fixing headers programatically
for file in tqdm_notebook(fits_files):
    print(file)
    fitsfile = fits.open(basepath[0]+'/data/'+file)
    fitsfile.verify('fix')
    header = (fitsfile[0].header)
    if header['CUNIT2'] == 'sin(latitude)' and header['CTYPE1'] == 'CRLN-CEA' and header['CTYPE2'] == 'CRLT-CEA':
        tqdm.write("Wrong header information found in %s. Changing..." % file)
        #print("Wrong header information found in %s. Changing..." % file)
        header['CUNIT2'] = 'deg'
        header['CTYPE1'] == 'CSLN-CEA'
        header['CTYPE2'] == 'CSLT-CEA'
    try:
        if header['HGLN_OBS'] == 'nan':
            del header['HGLN_OBS']
    except KeyError:
        #tdqm.write("Warning: Key not found, letting it pass.")
        print("Warning: Key not found, letting it pass.")
        pass
    if header.get('CD1_2') == None:
        header['CD1_2'] = 0
    if header.get('CD2_1') == None:
        header['CD2_1'] = 0



In [ ]:

    
# NOT NEEDED - KEPT FOR REMEMBERING IN THE OCCASION THIS IS NEEDED
#astropy.wcs.utils.WCS_FRAME_MAPPINGS.append([sinehpc_wcs_frame_mapping]) # Adding the map to the WCS astropy utils module

Graficar visualizar resultados de la búsqueda



In [ ]:

    
# Esto es para ver alguna imagen en específico, con coordenadas y todo
%matplotlib inline
plt.figure(figsize=(16,9))
# Making the map 
fitsfile = fits.open(basepath[0]+'/'+fits_files[10])
fitsfile.verify('fix')
data = fitsfile[1].data
header = fitsfile[1].header
m = Map((data, header))
m.peek()
# Set the colorbar properties.
#m.plot_settings['cmap'] = 'hmimag'
#m.plot_settings['norm'] = plt.Normalize(-1500, 1500)



In [ ]:

    
# Para dibujar perfiles
plt.plot(data[2048,:])
plt.xlabel('Pixeles')
plt.ylabel('Intensidad')
plt.grid(True)
plt.show()

Since we are really dealing with a "big" sequence of images in FITS format it is helpful to have a widget to actually see the sequence and check wether the time range chosen is correct and see what to expect beforehand.



In [ ]:

    
%matplotlib inline
from IPython.html.widgets import *
number_of_images = len(fits_files)

def image_sequence(image):
    #fitsfile = fits.open(basepath[0]+'/data/'+fits_files[0])
    #print(fitsfile)
    fitsfile = fits.open(basepath[0]+'/'+fits_files[image])
    fitsfile.verify('fix')
    plt.figure(figsize=(16,9))
    plt.imshow(fitsfile[1].data)
    plt.title(fitsfile.filename())
    plt.show()
    
interact(image_sequence, image=(0,number_of_images-1,1), continuous_update=False)

Procesamiento de datos

Aplicaré algo de lo que dicen acá http://www.pyimagesearch.com/2016/10/31/detecting-multiple-bright-spots-in-an-image-with-python-and-opencv/ para detectar manchas simultáneamente y hacer una estadística automática y "grande".

Tengo que aplicar lo de esa página pero con oscuros, no con claros. Por ahora se aplica a una imágen en específico, luego hay que aplicarla a todas las imágenes y que lance los datos de velocidad/trayectoria.

Algoritmo:

En términos generales el algoritmo es como sigue:

1) Remover background/borde oscuro

2) Suavizar la imagen aplicando un filtro Gaussiano

3) "Binarizando" con umbral

4) Labeling the spots

5) Obteniendo centros de masa (en unidades arcsec)



In [3]:

    
# Módulos básicos para detectar contornos/manchas
from imutils import contours
from skimage import measure
import skimage
#import numpy as np
import imutils
import cv2

1) Remover background/borde oscuro, de medidas en casos anteriores sabemos que

3851 px = Diametro horizontal sol

3967 - 117 = 3850 px = Diametro vert. sol

Recordar que X -> vertical y Y -> horizontal, para tratamiento de imágenes.

La imagen es de 4096 x 4096 y si asumimos que la imagen está bien centrada en 2048, entonces podemos hacer un círculo de radio $r\le 3850/2 \approx 1925$ pixeles, tal que lo que esté por fuera de este círculo se vuelva "nan" y lo de adentro se quede igual.

Más información en: http://stackoverflow.com/questions/8647024/how-to-apply-a-disc-shaped-mask-to-a-numpy-array



In [4]:

    
# Borrar background/contorno negro
## se hace una máscara circular con centro = (2048, 2048)
centerx, centery = 2048, 2048
r = 1920  # radius set1
# r = 1850 # radius set2
# r = 1810 # radius set3
# r = 1810 # radius set4
#r = 1860 # radius set5
#r = 1860 # radius set6
#r = 1850 # radius set7
y,x = np.ogrid[-centerx:4096-centerx, -centery:4096-centery]
mask = x*x + y*y > r*r  # circular mask
#array = np.ones((n, n))
#array[mask] = 255



In [5]:

    
# FUNCIONES BÁSICAS PARA HACER LO QUE NECESITO (deberían ir en un .py aparte - WIP)
# 
def extract_fits_data(index):
    '''
    Function to extract data from fitsfile given just an index
    '''
    fitsfile = fits.open(basepath[0]+'/'+fits_files[index])
    fitsfile.verify('fix')
    return fitsfile[1].header, fitsfile[1].data



In [6]:

    
# Apply mask
header, data = extract_fits_data(2)
sun_map = Map((data, header))
data[mask] = 100000
# plot data to check background removal
%matplotlib inline
plt.figure(figsize=(16,9))
plt.imshow(data)
#plt.figure()
#plt.imshow(extract_fits_data(14))
#plt.show()









    



WARNING: VerifyWarning: Verification reported errors: [astropy.io.fits.verify]
WARNING: VerifyWarning: HDU 1: [astropy.io.fits.verify]
WARNING: VerifyWarning:     Card 41: [astropy.io.fits.verify]
WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32941821,#32941797,#32941773,#32941845,#32941869,#32941893").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]
WARNING: VerifyWarning:     Card 71: [astropy.io.fits.verify]
WARNING: VerifyWarning:         Card 'CRDER1' is not FITS standard (invalid value string: 'nan').  Fixed 'CRDER1' card to meet the FITS standard. [astropy.io.fits.verify]
WARNING: VerifyWarning:     Card 72: [astropy.io.fits.verify]
WARNING: VerifyWarning:         Card 'CRDER2' is not FITS standard (invalid value string: 'nan').  Fixed 'CRDER2' card to meet the FITS standard. [astropy.io.fits.verify]
WARNING: VerifyWarning:     Card 73: [astropy.io.fits.verify]
WARNING: VerifyWarning:         Card 'CSYSER1' is not FITS standard (invalid value string: 'nan').  Fixed 'CSYSER1' card to meet the FITS standard. [astropy.io.fits.verify]
WARNING: VerifyWarning:     Card 74: [astropy.io.fits.verify]
WARNING: VerifyWarning:         Card 'CSYSER2' is not FITS standard (invalid value string: 'nan').  Fixed 'CSYSER2' card to meet the FITS standard. [astropy.io.fits.verify]
WARNING: VerifyWarning: Note: astropy.io.fits uses zero-based indexing.
 [astropy.io.fits.verify]






    Out[6]:





<matplotlib.image.AxesImage at 0x7ff8c9d55a58>

2) Suavizar la imagen aplicando un filtro Gaussiano



In [12]:

    
# Just blur the image with a gaussian filter
blurred = cv2.GaussianBlur(data, (31, 31), 0)
#blurred = cv2.GaussianBlur(data, (11, 11), 0) # set 4



In [13]:

    
# Plot blurred image
%matplotlib inline
plt.figure(figsize=(16,9))
plt.imshow(blurred)
plt.colorbar()
plt.show()

Al parecer usar 31 en el filtro Gaussiano da buenos resultados con esta imagen que tiene algunas manchas MUY pequeñas, de tal forma que puedo descartar todas las cosas que sean más brillantes a 4.5e4 (45000), detectando así solo las dos manchas grandes. Porque no puedo garantizar que las manchas pequeñas siempre sean visibles.

3) "Binarizando" con umbral



In [14]:

    
thresh = cv2.threshold(blurred, 29250, 74078, cv2.THRESH_BINARY)[1]



In [17]:

    
# Plot binary image
%matplotlib inline
plt.figure(figsize=(16,9))
plt.imshow(thresh)
plt.colorbar()
plt.show()



In [16]:

    
# Removing small "blobs" with erode and dilate
thresh = cv2.erode(thresh, None, iterations=2)
thresh = cv2.dilate(thresh, None, iterations=2)

4) Labeling the spots

Using https://en.wikipedia.org/wiki/Connected-component_labeling



In [18]:

    
labels = measure.label(thresh, neighbors=8, background=74078)
mask = np.zeros(thresh.shape, dtype="uint8")
# loop over the unique components
for label in np.unique(labels):
    # if this is the background label, ignore it
    if label == 0:
        continue
 
    # otherwise, construct the label mask and count the
    # number of pixels 
    labelMask = np.zeros(thresh.shape, dtype="uint8")
    labelMask[labels == label] = 255
    numPixels = cv2.countNonZero(labelMask)
 
    # if the number of pixels in the component is sufficiently
    # large, then add it to our mask of "large blobs"
    if numPixels > 30: # set1
    #if numPixels > 20: # set4
    #if numPixels > 200: # set5
    #if numPixels > 200: # set6
    #if numPixels > 50: # set7
        mask = cv2.add(mask, labelMask)



In [19]:

    
# Plot the resulting mask
# Plot binary image
%matplotlib inline
plt.figure(figsize=(16,9))
plt.imshow(mask)
plt.colorbar()
plt.show()



In [20]:

    
image = data.astype("uint8")
# find the contours in the mask, then sort them from left to right
cnts = cv2.findContours(mask.copy(), cv2.RETR_EXTERNAL, cv2.CHAIN_APPROX_SIMPLE)
cnts = cnts[0] if imutils.is_cv2() else cnts[1]
cnts = contours.sort_contours(cnts)[0]
#cv2.namedWindow("Image", cv2.WINDOW_NORMAL or cv2.WINDOW_AUTOSIZE)  # To show window that's larger than screen 
# loop over the contours
centros_de_masa = []
for (i, c) in enumerate(cnts):
    # draw the bright spot on the image
    (x, y, w, h) = cv2.boundingRect(c)
    ((cX, cY), radius) = cv2.minEnclosingCircle(c)
    print(cX,cY)
    centros_de_masa.append([cX, cY])
    cv2.circle(image, (int(cX), int(cY)), int(radius), (0, 0, 255), 3)
    cv2.putText(image, "#{}".format(i + 1), (x, y - 15), cv2.FONT_HERSHEY_SIMPLEX, 0.45, (0, 0, 255), 2)

# show the output image
#cv2.imshow("Image",image)
#cv2.waitKey(0)









    



1271.0 1598.6666259765625
3422.0 1331.5

5) Obteniendo centros de masa

De lo anterior se obtienen centros en pixeles, ahora tengo que pasar estos centros a centros de masa en coordenadas de sunpy (arcsec).



In [21]:

    
# hago mapa de SunPy
sun_map = Map((data, header))



In [22]:

    
for i in centros_de_masa:
    print(sun_map.pixel_to_data(i[0]*u.pix, i[1]*u.pix))









    



(<Longitude 389.81247636713766 arcsec>, <Latitude 223.1316761056224 arcsec>)
(<Longitude -694.6108677394705 arcsec>, <Latitude 359.17096296953525 arcsec>)

Transforming coordinates

Coordinates from the data of HMI are in Helioprojective-cartesian, to account for changes in the perspective of the Sun since the observer is sometimes above Sun's equator, sometimes below and the north pole is not always the highest point in the image (check http://jgiesen.de/sunrot/index.html for visualization and explanations) we have to perform a coordinate transformation to use Stonyhurst-Heliocentric coordinates. Fortunately astropy does this for us.

Based on code from http://docs.sunpy.org/en/latest/generated/gallery/tutorials/skip_SDO_to_STEREO_Coordinate_Conversion.html#sphx-glr-generated-gallery-tutorials-skip-sdo-to-stereo-coordinate-conversion-py



In [23]:

    
sun_map.coordinate_frame









    Out[23]:





<Helioprojective Frame (D0=147324152897.0 m, dateobs=2012-01-29 00:30:25.900000, L0=0.0 deg, B0=-5.758757 deg, rsun=695508.0 km)>



In [24]:

    
from astropy.coordinates import SkyCoord

import sunpy.map
import sunpy.coordinates
import sunpy.coordinates.wcs_utils



In [25]:

    
CoM_pix = centros_de_masa*u.pix # Transforming CoM to astropy pix unit
CoM_arcsec = [sun_map.pixel_to_data(*i) for i in CoM_pix] # Then transforming them to arcsec
#print(CoM_arcsec)
hpc_coords = SkyCoord([*CoM_arcsec], frame=sun_map.coordinate_frame)  # Built skycoord object with sunspots/CoM coords
#print(hpc_coords)
hgs_coords = hpc_coords.transform_to('heliographic_stonyhurst')  # Transform from HPC to HGS coordinate system
print(hgs_coords)
type(hgs_coords.data)









    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 00:30:25.900000): (lon, lat, radius) in (deg, deg, km)
    [( 23.73347573,   7.92650434,  695508.00000399),
     (-48.34103282,  17.80942647,  695508.00000139)]>






    Out[25]:





sunpy.coordinates.representation.SphericalWrap180Representation



In [26]:

    
hgs_coords.data[1].lon.deg # acceder a dato numérico "puro" de lat o lon en grados









    Out[26]:





-48.34103282400773



In [28]:

    
for i in hgs_coords.data:
    print(i.lon.deg)
    print(i.lat.deg)









    



23.733475726303862
7.9265043386397105
-48.34103282400773
17.809426468015396

Aplicando a todo el set

Lo anterior consiste en el laboratorio para ver los diferentes pasos por separado y entender los resultados de cada uno de los pasos del algoritmo. A continuación se unen todos estos pasos y se aplican a TODO el conjunto de imágenes.

Algoritmo:

En términos generales el algoritmo es como sigue:

1) Remover background/borde oscuro (aplicar máscara)

2) Suavizar la imagen aplicando un filtro Gaussiano

3) "Binarizando" con umbral

4) Labeling the spots

5) Obteniendo centros de masa (en unidades de pixeles)

6) Transformar coordenadas a HGS (Heliographic-Stonyhurst)

7) Obtener datos latitud/longitud en degrees

8) Guardar datos en archivos de texto

Nota

Para cada set de datos es necesario aplicar diferentes valores para los parámetros del procesamiento de imágenes, entonces se usará un archivo de configuración (del tipo ConfigParser) para leer y guardar estos parámetros para cada set.



In [ ]:

    
# Configparser to parse options for each set of data
from configparser import ConfigParser



In [ ]:

    
# Read data set parameters from config file
config = ConfigParser()
# TODO



In [ ]:

    
def plot_data(data, title):
    %matplotlib inline
    plt.figure(figsize=(16,9))
    plt.title(title)
    plt.imshow(data)
    plt.colorbar()
    plt.show()



In [29]:

    
number_of_spot = 1  # Initiliazing variable set1
#number_of_spot = 0 # Initiliazing variable set4
#number_of_spot = 0 # Initiliazing variable set5
#number_of_spot = 0 # Initiliazing variable set6
#number_of_spot = 0 # Initiliazing variable set7
#number_of_spot = 0 # Initiliazing variable set8
#number_of_spot = 0 # Initiliazing variable set9
#number_of_spot = 1 # Initiliazing variable set10
centros_de_masa = 0 # Initializing variable

longitudes = []
latitudes = []
datetimes = []

#for imag_idx in range(1,140):  # For testing purposes
#for imag_idx in [1,140]:
#for imag_idx in range(15,len(fits_files)): # set 4
for imag_idx in range(len(fits_files)):
    # 0) Extract header and data and make map
    header, data = extract_fits_data(imag_idx)
    sun_map = Map((data, header))
    
    # Prior to applying mask
    # Borrar background/contorno negro
    ## se hace una máscara circular con centro = (2048, 2048)
    centerx, centery = 2048, 2048
    r = 1920  # radius set1
    #r = 1850  # radius set4
    # r = 1860  # radius set5
    #r = 1860  # radius set6
    #r = 1850  # radius set7
    #r = 1850  # radius set8
    #r = 1850  # radius set9
    #r = 1850  # radius set10
    y,x = np.ogrid[-centerx:4096-centerx, -centery:4096-centery]
    mask = x*x + y*y > r*r  # circular mask
    #array = np.ones((n, n))
    #array[mask] = 255
        
    # 1) Apply mask
    data[mask] = 100000
    #plot_data(data, "data masked") # plot data masked
    
    # 2) Apply Gaussian filter
    blurred = cv2.GaussianBlur(data, (31, 31), 0) # set1
    #blurred = cv2.GaussianBlur(data, (11, 11), 0) # set4
    #blurred = cv2.GaussianBlur(data, (11, 11), 0) # set5
    #blurred = cv2.GaussianBlur(data, (11, 11), 0) # set6
    #blurred = cv2.GaussianBlur(data, (11, 11), 0) # set7
    #blurred = cv2.GaussianBlur(data, (11, 11), 0) # set8
    #blurred = cv2.GaussianBlur(data, (11, 11), 0) # set9
    #blurred = cv2.GaussianBlur(data, (11, 11), 0) # set10
    #plot_data(blurred, "data blurred") # plot data masked
    
    # 3) Binarizing
    thresh = cv2.threshold(blurred, 29250, 74078, cv2.THRESH_BINARY)[1]  # set1
    #thresh = cv2.threshold(blurred, 28000, 74078, cv2.THRESH_BINARY)[1]  # set2
    #thresh = cv2.threshold(blurred, 28000, 74078, cv2.THRESH_BINARY)[1]  # set3
    #thresh = cv2.threshold(blurred, 27000, 74078, cv2.THRESH_BINARY)[1]  # set4
    #thresh = cv2.threshold(blurred, 29000, 74078, cv2.THRESH_BINARY)[1]  # set5
    #thresh = cv2.threshold(blurred, 27000, 74078, cv2.THRESH_BINARY)[1]  # set6
    #thresh = cv2.threshold(blurred, 26000, 74078, cv2.THRESH_BINARY)[1]  # set7
    #thresh = cv2.threshold(blurred, 26000, 74078, cv2.THRESH_BINARY)[1]  # set8
    #thresh = cv2.threshold(blurred, 26000, 74078, cv2.THRESH_BINARY)[1]  # set9
    #thresh = cv2.threshold(blurred, 22000, 74078, cv2.THRESH_BINARY)[1]  # set10
    ## Removing small "blobs" with erode and dilate
    thresh = cv2.erode(thresh, None, iterations=2)
    thresh = cv2.dilate(thresh, None, iterations=2)
    #plot_data(thresh, "data binarized") # plot data masked
    
    # 4) Labeling and computing center in pixels
    labels = measure.label(thresh, neighbors=8, background=74078)
    mask = np.zeros(thresh.shape, dtype="uint8")
    # loop over the unique components
    for label in np.unique(labels):
        # if this is the background label, ignore it
        if label == 0:
            continue

        # otherwise, construct the label mask and count the
        # number of pixels 
        labelMask = np.zeros(thresh.shape, dtype="uint8")
        labelMask[labels == label] = 255
        numPixels = cv2.countNonZero(labelMask)

        # if the number of pixels in the component is sufficiently
        # large, then add it to our mask of "large blobs"
        if numPixels > 30: # set1
        #if numPixels > 50: # set4
        #if numPixels > 200: # set5
        #if numPixels > 200: # set6
        #if numPixels > 250: # set7
        #if numPixels > 250: # set8
        #if numPixels > 250: # set9
        #if numPixels > 50: # set10
            mask = cv2.add(mask, labelMask)
    image = data.astype("uint8")
    # 5) Obteniendo centros de masa (en pixeles)
    # find the contours in the mask, then sort them from left to right
    cnts = cv2.findContours(mask.copy(), cv2.RETR_EXTERNAL, cv2.CHAIN_APPROX_SIMPLE)
    cnts = cnts[0] if imutils.is_cv2() else cnts[1]
    cnts = contours.sort_contours(cnts)[0]
    #cv2.namedWindow("Image", cv2.WINDOW_NORMAL or cv2.WINDOW_AUTOSIZE)  # To show window that's larger than screen 
    # loop over the contours
    centros_de_masa_old = centros_de_masa
    centros_de_masa = []
    number_of_spot_old = number_of_spot
    for (number_of_spot, c) in enumerate(cnts):
        # draw the bright spot on the image
        (x, y, w, h) = cv2.boundingRect(c)
        ((cX, cY), radius) = cv2.minEnclosingCircle(c)
        #print(cX,cY)
        # cX and cY I have to transform to HGS coords
       
        # 6) Transforming coordinates
        centros_de_masa.append([cX, cY])        
        CoM_pix = centros_de_masa*u.pix # Transforming CoM to astropy pix unit
        CoM_arcsec = [sun_map.pixel_to_data(*i) for i in CoM_pix] # Then transforming them to arcsec
        #print(CoM_arcsec)
        hpc_coords = SkyCoord([*CoM_arcsec], frame=sun_map.coordinate_frame)  # Built skycoord object with sunspots/CoM coords
        #print(hpc_coords)
        hgs_coords = hpc_coords.transform_to('heliographic_stonyhurst')  # Transform from HPC to HGS coordinate system
        print(hgs_coords)
        #type(hgs_coords.data)
        
        cv2.circle(image, (int(cX), int(cY)), int(radius), (0, 0, 255), 3)
        cv2.putText(image, "#{}".format(number_of_spot + 1), (x, y - 15), cv2.FONT_HERSHEY_SIMPLEX, 0.45, (0, 0, 255), 2)
    print("Image index: ", imag_idx)
    print("Detected ", number_of_spot+1, " spots.")
    if number_of_spot_old != number_of_spot:
        print("Last index image calculated: ", imag_idx)
        raise ValueError("Number of spots detected different from before. Stoping calculation.")
        
    # 7) Getting centers of mass in lat,long (deg)
    # hago mapa de SunPy
    #sun_map = Map((data, header))
    longitude_temp = []
    latitude_temp = []
    for i in hgs_coords.data:
        print(i.lon.deg)
        print(i.lat.deg)
        longitude, latitude = i.lon.deg, i.lat.deg  # pair longitude, latitude for a single spot
        longitude_temp.append(longitude)
        latitude_temp.append(latitude)
        #print(longitude, latitude)
    #print(longitude_temp)
    longitudes.append(longitude_temp)
    latitudes.append(latitude_temp)
    datetimes.append(sun_map.date)
    
        
    # Borrar todas las variables para evitar errores
    del(sun_map, header, mask, data, blurred, thresh, image, longitude_temp, hpc_coords, hgs_coords)









    



WARNING: VerifyWarning: Verification reported errors: [astropy.io.fits.verify]
WARNING: VerifyWarning: HDU 1: [astropy.io.fits.verify]
WARNING: VerifyWarning:     Card 41: [astropy.io.fits.verify]
WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32940845,#32940842,#32940813,#32940885,#32940909,#32940933").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]
WARNING: VerifyWarning:     Card 71: [astropy.io.fits.verify]
WARNING





    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 00:00:25.900000): (lon, lat, radius) in (deg, deg, km)
    ( 23.4565573,  7.92371454,  695508.00000193)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 00:00:25.900000): (lon, lat, radius) in (deg, deg, km)
    [( 23.4565573 ,   7.92371454,  695508.00000193),
     (-48.56290192,  17.7813695 ,  695507.99999994)]>
Image index:  0
Detected  2  spots.
23.456557303910873
7.923714541541935
-48.562901924289626
17.781369500134815






    



: VerifyWarning:         Card 'CRDER1' is not FITS standard (invalid value string: 'nan').  Fixed 'CRDER1' card to meet the FITS standard. [astropy.io.fits.verify]
WARNING: VerifyWarning:     Card 72: [astropy.io.fits.verify]
WARNING: VerifyWarning:         Card 'CRDER2' is not FITS standard (invalid value string: 'nan').  Fixed 'CRDER2' card to meet the FITS standard. [astropy.io.fits.verify]
WARNING: VerifyWarning:     Card 73: [astropy.io.fits.verify]
WARNING: VerifyWarning:         Card 'CSYSER1' is not FITS standard (invalid value string: 'nan').  Fixed 'CSYSER1' card to meet the FITS standard. [astropy.io.fits.verify]
WARNING: VerifyWarning:     Card 74: [astropy.io.fits.verify]
WARNING: VerifyWarning:         Card 'CSYSER2' is not FITS standard (invalid value string: 'nan').  Fixed 'CSYSER2' card to meet the FITS standard. [astropy.io.fits.verify]
WARNING: VerifyWarning: Note: astropy.io.fits uses zero-based indexing.
 [astropy.io.fits.verify]
WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32941341,#32941317,#32941293,#32941365,#32941389,#32941413").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 00:15:25.900000): (lon, lat, radius) in (deg, deg, km)
    ( 23.60291584,  7.9311155,  695507.99999914)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 00:15:25.900000): (lon, lat, radius) in (deg, deg, km)
    [( 23.60291584,   7.9311155 ,  695507.99999914),
     (-48.47732887,  17.80834008,  695508.00000233)]>
Image index:  1
Detected  2  spots.
23.602915843839043
7.931115495787562





    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32941821,#32941797,#32941773,#32941845,#32941869,#32941893").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



-48.47732886673987
17.80834007689166
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 00:30:25.900000): (lon, lat, radius) in (deg, deg, km)
    ( 23.73347573,  7.92650434,  695508.00000399)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 00:30:25.900000): (lon, lat, radius) in (deg, deg, km)
    [( 23.73347573,   7.92650434,  695508.00000399),
     (-48.34103282,  17.80942647,  695508.00000139)]>
Image index:  2
Detected  2  spots.
23.733475726303862
7.9265043386397105
-48.34103282400773
17.809426468015396






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32942301,#32942277,#32942253,#32942325,#32942349,#32942373").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 00:45:25.900000): (lon, lat, radius) in (deg, deg, km)
    ( 23.86827981,  7.9113792,  695507.99999586)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 00:45:25.900000): (lon, lat, radius) in (deg, deg, km)
    [( 23.86827981,   7.9113792 ,  695507.99999586),
     (-48.19399216,  17.79874826,  695507.99999675)]>
Image index:  3
Detected  2  spots.
23.868279806029
7.91137920019169
-48.19399216086762
17.798748263396153






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32942757,#32942733,#32942709,#32942781,#32942805,#32942829").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 00:59:40.900000): (lon, lat, radius) in (deg, deg, km)
    ( 23.9947872,  7.91411243,  695508.00000293)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 00:59:40.900000): (lon, lat, radius) in (deg, deg, km)
    [( 23.9947872 ,   7.91411243,  695508.00000293),
     (-48.05063934,  17.78428941,  695507.99999839)]>
Image index:  4
Detected  2  spots.
23.994787198008805
7.914112431421944
-48.05063933973564
17.784289408265707






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32942781,#32942757,#32942733,#32942805,#32942829,#32942853").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 01:00:25.900000): (lon, lat, radius) in (deg, deg, km)
    ( 23.99891271,  7.91298361,  695508.00000347)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 01:00:25.900000): (lon, lat, radius) in (deg, deg, km)
    [( 23.99891271,   7.91298361,  695508.00000347),
     (-47.9962663 ,  17.76389362,  695508.00000257)]>
Image index:  5
Detected  2  spots.
23.99891271239818
7.91298360815091
-47.996266303136785
17.76389362303734






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32943237,#32943213,#32943189,#32943261,#32943285,#32943309").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 01:14:40.900000): (lon, lat, radius) in (deg, deg, km)
    ( 24.13915019,  7.91174214,  695507.9999978)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 01:14:40.900000): (lon, lat, radius) in (deg, deg, km)
    [( 24.13915019,   7.91174214,  695507.9999978 ),
     (-47.91794333,  17.79134407,  695507.99999976)]>
Image index:  6
Detected  2  spots.
24.13915018950661
7.91174213839336
-47.917943332534215
17.791344074734557






    



WARNING





    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 01:15:25.900000): (lon, lat, radius) in (deg, deg, km)
    ( 24.14161007,  7.91589301,  695507.99999924)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 01:15:25.900000): (lon, lat, radius) in (deg, deg, km)
    [( 24.14161007,   7.91589301,  695507.99999924),
     (-47.86421037,  17.7714066 ,  695507.99999344)]>
Image index:  7
Detected  2  spots.
24.141610072290486
7.915893005056136
-47.864210373190176
17.771406598374288






    



: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32943261,#32943237,#32943213,#32943285,#32943309,#32943333").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]
WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32943717,#32943693,#32943681,#32943741,#32943777,#32943789").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 01:29:40.900000): (lon, lat, radius) in (deg, deg, km)
    ( 24.29190258,  7.91875255,  695508.00000085)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 01:29:40.900000): (lon, lat, radius) in (deg, deg, km)
    [( 24.29190258,   7.91875255,  695508.00000085),
     (-47.74685926,  17.77525846,  695507.99999992)]>
Image index:  8
Detected  2  spots.
24.29190258496155
7.9187525530299885
-47.74685925861972
17.775258461010633






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32943741,#32943717,#32943693,#32943777,#32943789,#32943813").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 01:30:25.900000): (lon, lat, radius) in (deg, deg, km)
    ( 24.29161255,  7.91913313,  695508.00000036)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 01:30:25.900000): (lon, lat, radius) in (deg, deg, km)
    [( 24.29161255,   7.91913313,  695508.00000036),
     (-47.77724313,  17.79403313,  695507.99999532)]>
Image index:  9
Detected  2  spots.
24.291612547511473
7.9191331335100905
-47.77724312694139
17.79403313388004






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32944209,#32944173,#32944161,#32944221,#32944257,#32944269").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 01:44:41): (lon, lat, radius) in (deg, deg, km)
    ( 24.42387799,  7.92700471,  695508.00000264)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 01:44:41): (lon, lat, radius) in (deg, deg, km)
    [( 24.42387799,   7.92700471,  695508.00000264),
     (-47.66556874,  17.8042174 ,  695507.99999972)]>
Image index:  10
Detected  2  spots.
24.42387799327347
7.927004706278613
-47.66556873601051
17.804217404413656






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32944677,#32944653,#32944629,#32944701,#32944737,#32944749").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 01:59:41): (lon, lat, radius) in (deg, deg, km)
    ( 24.57077673,  7.91749763,  695508.00000055)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 01:59:41): (lon, lat, radius) in (deg, deg, km)
    [( 24.57077673,   7.91749763,  695508.00000055),
     (-47.49958876,  17.78734695,  695507.99999474)]>
Image index:  11
Detected  2  spots.
24.570776726867905
7.91749763344197
-47.4995887596525
17.787346951604455






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32945157,#32945133,#32945109,#32945181,#32945217,#32945229").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 02:14:41): (lon, lat, radius) in (deg, deg, km)
    ( 24.70241835,  7.91576259,  695507.99999946)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 02:14:41): (lon, lat, radius) in (deg, deg, km)
    [( 24.70241835,   7.91576259,  695507.99999946),
     (-47.41607398,  17.80969908,  695507.99999828)]>
Image index:  12
Detected  2  spots.
24.70241835290493
7.91576258845558
-47.41607398019213
17.809699082043636






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32945637,#32945613,#32945589,#32945661,#32945685,#32945709").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 02:29:41): (lon, lat, radius) in (deg, deg, km)
    ( 24.83521553,  7.90961322,  695507.99999958)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 02:29:41): (lon, lat, radius) in (deg, deg, km)
    [( 24.83521553,   7.90961322,  695507.99999958),
     (-47.22185945,  17.78253804,  695507.9999987 )]>
Image index:  13
Detected  2  spots.
24.835215534373685
7.909613216872606
-47.22185945194236
17.78253803583959






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32946093,#32946069,#32946045,#32946117,#32946141,#32946165").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]





    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 02:43:56): (lon, lat, radius) in (deg, deg, km)
    ( 24.96645876,  7.91579646,  695507.99999339)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 02:43:56): (lon, lat, radius) in (deg, deg, km)
    [( 24.96645876,   7.91579646,  695507.99999339),
     (-47.08803217,  17.78561337,  695507.99999786)]>
Image index:  14
Detected  2  spots.
24.96645876413005
7.915796464931528
-47.088032172193884
17.78561336754723






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32946117,#32946093,#32946069,#32946141,#32946165,#32946189").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 02:44:41): (lon, lat, radius) in (deg, deg, km)
    ( 24.96766906,  7.91578553,  695507.99999994)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 02:44:41): (lon, lat, radius) in (deg, deg, km)
    [( 24.96766906,   7.91578553,  695507.99999994),
     (-47.11560825,  17.80374764,  695508.00000132)]>
Image index:  15
Detected  2  spots.
24.967669060405388
7.915785533221195
-47.115608251217
17.803747641934685






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32946573,#32946549,#32946525,#32946597,#32946633,#32946645").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 02:58:56): (lon, lat, radius) in (deg, deg, km)
    ( 25.0982955,  7.9062849,  695507.99999857)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 02:58:56): (lon, lat, radius) in (deg, deg, km)
    [( 25.0982955 ,   7.9062849 ,  695507.99999857),
     (-47.00581489,  17.81125797,  695508.00000314)]>
Image index:  16
Detected  2  spots.
25.0982954990398
7.906284899847153
-47.00581488784194
17.81125797118431






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32946597,#32946573,#32946549,#32946633,#32946645,#32946669").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 02:59:41): (lon, lat, radius) in (deg, deg, km)
    ( 25.09804233,  7.90224756,  695507.99999648)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 02:59:41): (lon, lat, radius) in (deg, deg, km)
    [( 25.09804233,   7.90224756,  695507.99999648),
     (-47.00578939,  17.81101851,  695507.99999836)]>
Image index:  17
Detected  2  spots.
25.09804232668097
7.902247559375977
-47.005789389602434
17.81101851128853






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32947053,#32947029,#32947005,#32947077,#32947101,#32947125").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 03:13:56): (lon, lat, radius) in (deg, deg, km)
    ( 25.23117395,  7.89498687,  695508.00000172)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 03:13:56): (lon, lat, radius) in (deg, deg, km)
    [( 25.23117395,   7.89498687,  695508.00000172),
     (-46.76024863,  17.76287119,  695508.00000013)]>
Image index:  18
Detected  2  spots.
25.23117394535454
7.894986868716047
-46.760248626150954
17.762871187447292






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32947077,#32947053,#32947029,#32947101,#32947125,#32947149").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 03:14:41): (lon, lat, radius) in (deg, deg, km)
    ( 25.23141577,  7.89501269,  695508.000003)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 03:14:41): (lon, lat, radius) in (deg, deg, km)
    [( 25.23141577,   7.89501269,  695508.000003  ),
     (-46.76019341,  17.76284839,  695508.00000335)]>
Image index:  19
Detected  2  spots.
25.231415768103123
7.895012692628003
-46.760193408968426
17.762848387431386






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32947533,#32947509,#32947485,#32947557,#32947581,#32947605").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 03:28:56): (lon, lat, radius) in (deg, deg, km)
    ( 25.3828741,  7.91091523,  695507.99999282)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 03:28:56): (lon, lat, radius) in (deg, deg, km)
    [( 25.3828741 ,   7.91091523,  695507.99999282),
     (-46.64790592,  17.77041375,  695508.00000167)]>
Image index:  20
Detected  2  spots.
25.382874104308314
7.910915233332938
-46.64790592075131
17.770413746919214






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32948013,#32947977,#32947965,#32948037,#32948061,#32948085").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 03:43:56): (lon, lat, radius) in (deg, deg, km)
    ( 25.52870825,  7.90426757,  695508.00000216)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 03:43:56): (lon, lat, radius) in (deg, deg, km)
    [( 25.52870825,   7.90426757,  695508.00000216),
     (-46.54087719,  17.77472615,  695508.00000094)]>
Image index:  21
Detected  2  spots.
25.528708249540433
7.90426757458556
-46.54087718725268
17.7747261530708






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32948481,#32948469,#32948445,#32948517,#32948541,#32948565").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 03:58:56): (lon, lat, radius) in (deg, deg, km)
    ( 25.65951162,  7.89658271,  695508.00000338)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 03:58:56): (lon, lat, radius) in (deg, deg, km)
    [( 25.65951162,   7.89658271,  695508.00000338),
     (-46.381786  ,  17.7647409 ,  695507.9999993 )]>
Image index:  22
Detected  2  spots.
25.659511617393367
7.896582706472027
-46.38178600336284
17.76474090279929






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32948961,#32948949,#32948925,#32948997,#32949021,#32949045").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 04:13:56): (lon, lat, radius) in (deg, deg, km)
    ( 25.79424807,  7.89977769,  695507.99999737)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 04:13:56): (lon, lat, radius) in (deg, deg, km)
    [( 25.79424807,   7.89977769,  695507.99999737),
     (-46.26926829,  17.76970464,  695508.00000345)]>
Image index:  23
Detected  2  spots.
25.79424807429849
7.899777687443587
-46.26926829193175
17.76970463803462






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32949453,#32949429,#32949405,#32949477,#32949501,#32949525").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 04:28:56): (lon, lat, radius) in (deg, deg, km)
    ( 25.93009649,  7.89129392,  695508.00000254)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 04:28:56): (lon, lat, radius) in (deg, deg, km)
    [( 25.93009649,   7.89129392,  695508.00000254),
     (-46.15567093,  17.7779502 ,  695508.00000063)]>
Image index:  24
Detected  2  spots.
25.930096494975963
7.891293922324566
-46.15567092658549
17.77795020456682






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32949909,#32949885,#32949861,#32949933,#32949957,#32949981").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 04:43:11): (lon, lat, radius) in (deg, deg, km)
    ( 26.07001728,  7.89006164,  695508.00000223)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 04:43:11): (lon, lat, radius) in (deg, deg, km)
    [( 26.07001728,   7.89006164,  695508.00000223),
     (-45.99991848,  17.76617552,  695507.99999587)]>
Image index:  25
Detected  2  spots.
26.070017280804443
7.890061641419164
-45.9999184835793
17.766175517333977






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32949933,#32949909,#32949885,#32949957,#32949981,#32950005").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 04:43:56): (lon, lat, radius) in (deg, deg, km)
    ( 26.09323781,  7.89820451,  695508.00000303)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 04:43:56): (lon, lat, radius) in (deg, deg, km)
    [( 26.09323781,   7.89820451,  695508.00000303),
     (-46.02881247,  17.78428162,  695508.00000266)]>
Image index:  26
Detected  2  spots.
26.093237806362954
7.8982045090935875
-46.02881246966083
17.784281624221325






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32950389,#32950365,#32950341,#32950413,#32950437,#32950461").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 04:58:11): (lon, lat, radius) in (deg, deg, km)
    ( 26.21317639,  7.8876876,  695508.00000245)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 04:58:11): (lon, lat, radius) in (deg, deg, km)
    [( 26.21317639,   7.8876876 ,  695508.00000245),
     (-45.86288474,  17.77111052,  695508.00000019)]>
Image index:  27
Detected  2  spots.
26.213176388576127
7.8876876022724876
-45.862884742576924
17.771110516643034






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32950413,#32950389,#32950365,#32950437,#32950461,#32950485").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 04:58:56): (lon, lat, radius) in (deg, deg, km)
    ( 26.22955788,  7.89931094,  695507.99999421)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 04:58:56): (lon, lat, radius) in (deg, deg, km)
    [( 26.22955788,   7.89931094,  695507.99999421),
     (-45.86167045,  17.77157096,  695508.00000676)]>
Image index:  28
Detected  2  spots.
26.2295578796016
7.899310938084081
-45.86167044748715
17.771570958180504






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32950881,#32950845,#32950833,#32950893,#32950917,#32950941").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 05:13:11.100000): (lon, lat, radius) in (deg, deg, km)
    ( 26.34256073,  7.89385785,  695507.99999938)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 05:13:11.100000): (lon, lat, radius) in (deg, deg, km)
    [( 26.34256073,   7.89385785,  695507.99999938),
     (-45.7376395 ,  17.77795127,  695508.00000417)]>
Image index:  29
Detected  2  spots.
26.34256073287624
7.8938578503222505
-45.737639501022116
17.77795126611293






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32950893,#32950881,#32950845,#32950917,#32950941,#32950965").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 05:13:56.100000): (lon, lat, radius) in (deg, deg, km)
    ( 26.35604505,  7.89439114,  695508.00000117)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 05:13:56.100000): (lon, lat, radius) in (deg, deg, km)
    [( 26.35604505,   7.89439114,  695508.00000117),
     (-45.70535715,  17.76627785,  695508.00000161)]>
Image index:  30
Detected  2  spots.
26.356045048648507
7.894391138562516
-45.70535714581063
17.766277848871074






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32951349,#32951337,#32951301,#32951373,#32951397,#32951421").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 05:28:11.100000): (lon, lat, radius) in (deg, deg, km)
    ( 26.49253496,  7.88516842,  695507.99999649)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 05:28:11.100000): (lon, lat, radius) in (deg, deg, km)
    [( 26.49253496,   7.88516842,  695507.99999649),
     (-45.6062621 ,  17.78414374,  695508.00000452)]>
Image index:  31
Detected  2  spots.
26.492534963507392
7.885168423389423
-45.606262103460466
17.78414374344093






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32951829,#32951805,#32951781,#32951853,#32951877,#32951901").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 05:43:11.100000): (lon, lat, radius) in (deg, deg, km)
    ( 26.64386782,  7.87590355,  695507.99999739)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 05:43:11.100000): (lon, lat, radius) in (deg, deg, km)
    [( 26.64386782,   7.87590355,  695507.99999739),
     (-45.4446298 ,  17.77099219,  695508.00000193)]>
Image index:  32
Detected  2  spots.
26.643867822407852
7.875903550000871
-45.44462980308681
17.770992191380365






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32952309,#32952285,#32952249,#32952345,#32952357,#32952381").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]





    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 05:58:11.100000): (lon, lat, radius) in (deg, deg, km)
    ( 26.77556109,  7.86656526,  695508.00000203)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 05:58:11.100000): (lon, lat, radius) in (deg, deg, km)
    [( 26.77556109,   7.86656526,  695508.00000203),
     (-45.28813853,  17.75924869,  695507.99999916)]>
Image index:  33
Detected  2  spots.
26.77556108740063
7.866565256699044
-45.288138530359404
17.75924868600582






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32952789,#32952765,#32952741,#32952813,#32952837,#32952861").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 06:13:11.100000): (lon, lat, radius) in (deg, deg, km)
    ( 26.92022271,  7.87223548,  695508.00000078)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 06:13:11.100000): (lon, lat, radius) in (deg, deg, km)
    [( 26.92022271,   7.87223548,  695508.00000078),
     (-45.18037215,  17.76856466,  695508.00000075)]>
Image index:  34
Detected  2  spots.
26.920222712475265
7.872235476803083
-45.18037215318844
17.768564660971258






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32953257,#32953245,#32953221,#32953293,#32953317,#32953341").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 06:28:11.100000): (lon, lat, radius) in (deg, deg, km)
    ( 27.05885101,  7.87011679,  695508.00000492)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 06:28:11.100000): (lon, lat, radius) in (deg, deg, km)
    [( 27.05885101,   7.87011679,  695508.00000492),
     (-45.07198857,  17.77349742,  695507.99999968)]>
Image index:  35
Detected  2  spots.
27.058851005884744
7.87011679309429
-45.07198856943598
17.77349742302057






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32953725,#32953701,#32953677,#32953737,#32953773,#32953797").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 06:42:26.100000): (lon, lat, radius) in (deg, deg, km)
    ( 27.17671332,  7.87092187,  695508.00000021)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 06:42:26.100000): (lon, lat, radius) in (deg, deg, km)
    [( 27.17671332,   7.87092187,  695508.00000021),
     (-44.93432209,  17.77397023,  695508.00000189)]>
Image index:  36
Detected  2  spots.
27.176713320164858
7.870921871672538
-44.93432209038784
17.773970226616257






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32953737,#32953725,#32953701,#32953773,#32953797,#32953821").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 06:43:11.100000): (lon, lat, radius) in (deg, deg, km)
    ( 27.1765756,  7.86646438,  695508.0000008)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 06:43:11.100000): (lon, lat, radius) in (deg, deg, km)
    [( 27.1765756 ,   7.86646438,  695508.0000008 ),
     (-44.93430078,  17.77386305,  695507.99999789)]>
Image index:  37
Detected  2  spots.
27.176575603383565
7.866464379001622
-44.93430078008943
17.773863051807822






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32954205,#32954181,#32954157,#32954229,#32954253,#32954277").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 06:57:26.100000): (lon, lat, radius) in (deg, deg, km)
    ( 27.32557132,  7.86788115,  695507.99999778)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 06:57:26.100000): (lon, lat, radius) in (deg, deg, km)
    [( 27.32557132,   7.86788115,  695507.99999778),
     (-44.83565011,  17.78822556,  695508.00000179)]>
Image index:  38
Detected  2  spots.
27.32557132273873
7.867881154651837
-44.83565011046173
17.788225557393993






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32954229,#32954205,#32954181,#32954253,#32954277,#32954301").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 06:58:11.100000): (lon, lat, radius) in (deg, deg, km)
    ( 27.32963882,  7.86651706,  695507.99999835)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 06:58:11.100000): (lon, lat, radius) in (deg, deg, km)
    [( 27.32963882,   7.86651706,  695507.99999835),
     (-44.83571723,  17.78825791,  695508.00000228)]>
Image index:  39
Detected  2  spots.
27.329638815221458
7.866517056150442
-44.83571723277006
17.788257906840634






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32954685,#32954649,#32954637,#32954709,#32954733,#32954757").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 07:12:26.100000): (lon, lat, radius) in (deg, deg, km)
    ( 27.46111701,  7.86768138,  695507.99999532)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 07:12:26.100000): (lon, lat, radius) in (deg, deg, km)
    [( 27.46111701,   7.86768138,  695507.99999532),
     (-44.70578245,  17.77986828,  695507.99999444)]>
Image index:  40
Detected  2  spots.
27.461117005141816
7.867681379418166
-44.705782449766
17.779868280934185






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32954709,#32954685,#32954649,#32954733,#32954757,#32954781").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 07:13:11.100000): (lon, lat, radius) in (deg, deg, km)
    ( 27.46143653,  7.86821272,  695508.0000033)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 07:13:11.100000): (lon, lat, radius) in (deg, deg, km)
    [( 27.46143653,   7.86821272,  695508.0000033 ),
     (-44.68314066,  17.77871624,  695508.00000067)]>
Image index:  41
Detected  2  spots.
27.46143652833103
7.868212716687264
-44.68314065849075
17.778716235316836






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32955165,#32955129,#32955141,#32955189,#32955213,#32955237").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 07:27:26.100000): (lon, lat, radius) in (deg, deg, km)
    ( 27.57891825,  7.85638258,  695508.00000274)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 07:27:26.100000): (lon, lat, radius) in (deg, deg, km)
    [( 27.57891825,   7.85638258,  695508.00000274),
     (-44.54278107,  17.77844085,  695508.00000241)]>
Image index:  42
Detected  2  spots.
27.578918248894727
7.856382584529451
-44.54278107452084
17.778440853080618






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32955645,#32955621,#32955609,#32955669,#32955693,#32955717").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 07:42:26.100000): (lon, lat, radius) in (deg, deg, km)
    ( 27.72477604,  7.86171473,  695507.99999899)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 07:42:26.100000): (lon, lat, radius) in (deg, deg, km)
    [( 27.72477604,   7.86171473,  695507.99999899),
     (-44.41716734,  17.77440518,  695508.00000451)]>
Image index:  43
Detected  2  spots.
27.724776043809978
7.861714727566489
-44.417167340241726
17.774405176015957






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32956125,#32956101,#32956065,#32956149,#32956173,#32956197").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 07:57:26.100000): (lon, lat, radius) in (deg, deg, km)
    ( 27.86748035,  7.86193678,  695507.99999738)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 07:57:26.100000): (lon, lat, radius) in (deg, deg, km)
    [( 27.86748035,   7.86193678,  695507.99999738),
     (-44.28773175,  17.77686351,  695508.0000002 )]>
Image index:  44
Detected  2  spots.
27.86748034682641
7.861936778506389
-44.28773174994495
17.77686351395393






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32956617,#32956581,#32956557,#32956629,#32956665,#32956677").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 08:12:26.100000): (lon, lat, radius) in (deg, deg, km)
    ( 28.01738759,  7.84938689,  695508.00000408)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 08:12:26.100000): (lon, lat, radius) in (deg, deg, km)
    [( 28.01738759,   7.84938689,  695508.00000408),
     (-44.10788426,  17.7525026 ,  695507.99999752)]>
Image index:  45
Detected  2  spots.
28.017387592576853
7.849386889741645
-44.107884263542914
17.752502604341316






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32957085,#32957061,#32957037,#32957109,#32957121,#32957157").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 08:27:26.100000): (lon, lat, radius) in (deg, deg, km)
    ( 28.15193755,  7.86861458,  695508.0000038)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 08:27:26.100000): (lon, lat, radius) in (deg, deg, km)
    [( 28.15193755,   7.86861458,  695508.0000038),
     (-43.98218089,  17.75659253,  695508.0000064)]>
Image index:  46
Detected  2  spots.
28.151937546099234
7.8686145811408545
-43.98218089368832
17.756592527647964






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32957541,#32957517,#32957493,#32957565,#32957577,#32957613").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 08:41:41.100000): (lon, lat, radius) in (deg, deg, km)
    ( 28.27149098,  7.85575369,  695507.99999744)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 08:41:41.100000): (lon, lat, radius) in (deg, deg, km)
    [( 28.27149098,   7.85575369,  695507.99999744),
     (-43.87396967,  17.76431012,  695507.99999817)]>
Image index:  47
Detected  2  spots.
28.271490975245985
7.85575368653246
-43.87396967265731
17.76431012123043






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32957565,#32957541,#32957517,#32957577,#32957613,#32957637").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 08:42:26.100000): (lon, lat, radius) in (deg, deg, km)
    ( 28.2883537,  7.8596286,  695507.9999987)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 08:42:26.100000): (lon, lat, radius) in (deg, deg, km)
    [( 28.2883537 ,   7.8596286 ,  695507.9999987),
     (-43.82521397,  17.74475621,  695508.0000011)]>
Image index:  48
Detected  2  spots.
28.288353703061308
7.859628598416738
-43.82521396539886
17.744756210032968






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32958021,#32957997,#32957973,#32958045,#32958069,#32958093").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 08:56:41.100000): (lon, lat, radius) in (deg, deg, km)
    ( 28.42439627,  7.85651596,  695508.00000209)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 08:56:41.100000): (lon, lat, radius) in (deg, deg, km)
    [( 28.42439627,   7.85651596,  695508.00000209),
     (-43.72194146,  17.7690623 ,  695507.99999568)]>
Image index:  49
Detected  2  spots.
28.424396272570505
7.856515958659562
-43.72194145674358
17.76906229983969






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32958045,#32958021,#32957997,#32958069,#32958093,#32958117").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 08:57:26.100000): (lon, lat, radius) in (deg, deg, km)
    ( 28.42479665,  7.85622267,  695508.00000354)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 08:57:26.100000): (lon, lat, radius) in (deg, deg, km)
    [( 28.42479665,   7.85622267,  695508.00000354),
     (-43.72197103,  17.76899286,  695508.00000136)]>
Image index:  50
Detected  2  spots.
28.424796650057424
7.856222665395647
-43.72197102707178
17.76899285813438






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32958501,#32958477,#32958453,#32958525,#32958549,#32958573").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 09:11:41.100000): (lon, lat, radius) in (deg, deg, km)
    ( 28.55248561,  7.85546649,  695508.00000145)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 09:11:41.100000): (lon, lat, radius) in (deg, deg, km)
    [( 28.55248561,   7.85546649,  695508.00000145),
     (-43.61466376,  17.77524444,  695508.0000023 )]>
Image index:  51
Detected  2  spots.
28.552485609930176
7.855466486715888
-43.6146637565985
17.77524443920897






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32958525,#32958501,#32958477,#32958549,#32958573,#32958597").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 09:12:26.100000): (lon, lat, radius) in (deg, deg, km)
    ( 28.56035432,  7.86097183,  695508.00000407)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 09:12:26.100000): (lon, lat, radius) in (deg, deg, km)
    [( 28.56035432,   7.86097183,  695508.00000407),
     (-43.56632676,  17.75664344,  695508.00000405)]>
Image index:  52
Detected  2  spots.
28.5603543186461
7.860971828440865
-43.56632676464862
17.756643440033898






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32958981,#32958957,#32958933,#32959005,#32959029,#32959053").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 09:26:41.100000): (lon, lat, radius) in (deg, deg, km)
    ( 28.69761525,  7.85012269,  695508.00000492)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 09:26:41.100000): (lon, lat, radius) in (deg, deg, km)
    [( 28.69761525,   7.85012269,  695508.00000492),
     (-43.44046652,  17.7654165 ,  695507.99999873)]>
Image index:  53
Detected  2  spots.
28.69761525250838
7.850122686142026
-43.44046651674891
17.76541649569542






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32959461,#32959437,#32959413,#32959485,#32959509,#32959533").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 09:41:41.100000): (lon, lat, radius) in (deg, deg, km)
    ( 28.8344268,  7.84720009,  695508.00000085)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 09:41:41.100000): (lon, lat, radius) in (deg, deg, km)
    [( 28.8344268 ,   7.84720009,  695508.00000085),
     (-43.33649411,  17.77378023,  695508.00000214)]>
Image index:  54
Detected  2  spots.
28.83442679888499
7.84720008824792
-43.336494105072326
17.77378023311702






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32959941,#32959917,#32959893,#32959965,#32959989,#32960013").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 09:56:41.100000): (lon, lat, radius) in (deg, deg, km)
    ( 28.9756309,  7.84706105,  695507.99999703)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 09:56:41.100000): (lon, lat, radius) in (deg, deg, km)
    [( 28.9756309 ,   7.84706105,  695507.99999703),
     (-43.18726608,  17.76106915,  695508.00000047)]>
Image index:  55
Detected  2  spots.
28.975630900818633
7.847061050403032
-43.1872660801071
17.761069147543573






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32960421,#32960397,#32960373,#32960445,#32960469,#32960493").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 10:11:41.100000): (lon, lat, radius) in (deg, deg, km)
    ( 29.10212027,  7.83668041,  695508.00000528)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 10:11:41.100000): (lon, lat, radius) in (deg, deg, km)
    [( 29.10212027,   7.83668041,  695508.00000528),
     (-43.08072004,  17.76770941,  695508.00000193)]>
Image index:  56
Detected  2  spots.
29.102120273552156
7.836680405538186
-43.080720041220935
17.7677094103266






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32960901,#32960877,#32960853,#32960925,#32960949,#32960962").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 10:26:41.100000): (lon, lat, radius) in (deg, deg, km)
    ( 29.27584675,  7.84625179,  695508.00000005)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 10:26:41.100000): (lon, lat, radius) in (deg, deg, km)
    [( 29.27584675,   7.84625179,  695508.00000005),
     (-42.90385529,  17.75589499,  695507.99999679)]>
Image index:  57
Detected  2  spots.
29.275846745518383
7.846251790987475
-42.903855288503095
17.75589498838683






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32961369,#32961333,#32961309,#32961381,#32961405,#32961429").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 10:40:56.100000): (lon, lat, radius) in (deg, deg, km)
    ( 29.39451162,  7.84026254,  695508.00000073)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 10:40:56.100000): (lon, lat, radius) in (deg, deg, km)
    [( 29.39451162,   7.84026254,  695508.00000073),
     (-42.77963903,  17.76608555,  695507.9999991 )]>
Image index:  58
Detected  2  spots.
29.3945116229216
7.840262538952349
-42.77963902926992
17.76608555143985






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32961381,#32961369,#32961333,#32961405,#32961429,#32961453").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 10:41:41.100000): (lon, lat, radius) in (deg, deg, km)
    ( 29.39449889,  7.83988703,  695508.00000344)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 10:41:41.100000): (lon, lat, radius) in (deg, deg, km)
    [( 29.39449889,   7.83988703,  695508.00000344),
     (-42.77946329,  17.76576687,  695508.00000056)]>
Image index:  59
Detected  2  spots.
29.394498889063907
7.839887028049212
-42.77946329223381
17.765766866433985






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32961837,#32961813,#32961789,#32961861,#32961885,#32961909").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 10:55:56.100000): (lon, lat, radius) in (deg, deg, km)
    ( 29.5401801,  7.84386909,  695508.00000045)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 10:55:56.100000): (lon, lat, radius) in (deg, deg, km)
    [( 29.5401801,   7.84386909,  695508.00000045),
     (-42.6098837,  17.751021  ,  695508.00000196)]>
Image index:  60
Detected  2  spots.
29.540180103463356
7.843869087717914
-42.609883696175366
17.751021002551017






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32961861,#32961837,#32961813,#32961885,#32961909,#32961933").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 10:56:41.100000): (lon, lat, radius) in (deg, deg, km)
    ( 29.52810307,  7.84422583,  695508.00000521)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 10:56:41.100000): (lon, lat, radius) in (deg, deg, km)
    [( 29.52810307,   7.84422583,  695508.00000521),
     (-42.60953109,  17.75091567,  695508.0000027 )]>
Image index:  61
Detected  2  spots.
29.528103071696847
7.844225832471499
-42.609531087703324
17.750915665773977






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32962317,#32962293,#32962269,#32962341,#32962365,#32962389").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 11:10:56): (lon, lat, radius) in (deg, deg, km)
    ( 29.66640103,  7.83617326,  695507.99999999)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 11:10:56): (lon, lat, radius) in (deg, deg, km)
    [( 29.66640103,   7.83617326,  695507.99999999),
     (-42.50370819,  17.75941594,  695508.00000348)]>
Image index:  62
Detected  2  spots.
29.666401034666233
7.836173261979365
-42.503708193131956
17.759415935982176






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32962341,#32962317,#32962293,#32962365,#32962389,#32962413").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 11:11:41): (lon, lat, radius) in (deg, deg, km)
    ( 29.66506284,  7.82465798,  695508.00000374)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 11:11:41): (lon, lat, radius) in (deg, deg, km)
    [( 29.66506284,   7.82465798,  695508.00000374),
     (-42.5307015 ,  17.77778308,  695508.00000258)]>
Image index:  63
Detected  2  spots.
29.66506284101084
7.8246579818837
-42.53070149773234
17.77778308080371






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32962797,#32962773,#32962749,#32962821,#32962845,#32962869").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 11:25:56): (lon, lat, radius) in (deg, deg, km)
    ( 29.82004437,  7.84255395,  695508.00000112)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 11:25:56): (lon, lat, radius) in (deg, deg, km)
    [( 29.82004437,   7.84255395,  695508.00000112),
     (-42.37976259,  17.76494033,  695507.99999903)]>
Image index:  64
Detected  2  spots.
29.82004436971835
7.842553953907374
-42.379762588330856
17.76494032700833






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32963277,#32963253,#32963229,#32963301,#32963325,#32963349").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 11:40:56): (lon, lat, radius) in (deg, deg, km)
    ( 29.95413015,  7.84265348,  695508.00000228)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 11:40:56): (lon, lat, radius) in (deg, deg, km)
    [( 29.95413015,   7.84265348,  695508.00000228),
     (-42.25368038,  17.77225713,  695508.00000488)]>
Image index:  65
Detected  2  spots.
29.954130151877315
7.842653479646675
-42.25368037686359
17.772257128952067






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32963757,#32963733,#32963709,#32963781,#32963805,#32963829").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 11:55:56): (lon, lat, radius) in (deg, deg, km)
    ( 30.07754825,  7.82320549,  695508.00000315)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 11:55:56): (lon, lat, radius) in (deg, deg, km)
    [( 30.07754825,   7.82320549,  695508.00000315),
     (-42.10581889,  17.76407463,  695508.00000576)]>
Image index:  66
Detected  2  spots.
30.07754825255557
7.823205491481731
-42.10581889080445
17.76407463203922






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32964237,#32964213,#32964189,#32964261,#32964285,#32964309").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 12:10:56): (lon, lat, radius) in (deg, deg, km)
    ( 30.22514802,  7.84084964,  695508.00000093)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 12:10:56): (lon, lat, radius) in (deg, deg, km)
    [( 30.22514802,   7.84084964,  695508.00000093),
     (-41.92291443,  17.73004603,  695507.99999922)]>
Image index:  67
Detected  2  spots.
30.225148018438812
7.8408496404370505
-41.922914434186524
17.73004602563445






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32964717,#32964705,#32964669,#32964753,#32964765,#32964789").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 12:25:56): (lon, lat, radius) in (deg, deg, km)
    ( 30.37172316,  7.83881173,  695508.00000295)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 12:25:56): (lon, lat, radius) in (deg, deg, km)
    [( 30.37172316,   7.83881173,  695508.00000295),
     (-41.82315872,  17.73906947,  695508.00000317)]>
Image index:  68
Detected  2  spots.
30.371723164048845
7.838811727667579
-41.82315872018477
17.73906946544056






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32965173,#32965149,#32965125,#32965197,#32965221,#32965245").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 12:40:11): (lon, lat, radius) in (deg, deg, km)
    ( 30.50381192,  7.82930076,  695508.00000251)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 12:40:11): (lon, lat, radius) in (deg, deg, km)
    [( 30.50381192,   7.82930076,  695508.00000251),
     (-41.72068642,  17.74756708,  695508.00000195)]>
Image index:  69
Detected  2  spots.
30.503811922350906
7.829300755349932
-41.72068641572095
17.747567078000177






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32965197,#32965173,#32965149,#32965221,#32965245,#32965269").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 12:40:56): (lon, lat, radius) in (deg, deg, km)
    ( 30.50890411,  7.83057444,  695508.00000181)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 12:40:56): (lon, lat, radius) in (deg, deg, km)
    [( 30.50890411,   7.83057444,  695508.00000181),
     (-41.67740191,  17.73366111,  695508.00000061)]>
Image index:  70
Detected  2  spots.
30.508904113330264
7.830574441071167
-41.67740191249957
17.733661106357864






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32965653,#32965629,#32965605,#32965677,#32965701,#32965725").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 12:55:11): (lon, lat, radius) in (deg, deg, km)
    ( 30.64727093,  7.8211607,  695508.00000319)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 12:55:11): (lon, lat, radius) in (deg, deg, km)
    [( 30.64727093,   7.8211607 ,  695508.00000319),
     (-41.54867886,  17.73378801,  695508.00000368)]>
Image index:  71
Detected  2  spots.
30.647270931755983
7.821160698918549
-41.548678857111305
17.733788014789006






    



WARNING





    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 12:55:56): (lon, lat, radius) in (deg, deg, km)
    ( 30.64726579,  7.82121165,  695507.9999953)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 12:55:56): (lon, lat, radius) in (deg, deg, km)
    [( 30.64726579,   7.82121165,  695507.9999953),
     (-41.54863481,  17.73377863,  695507.9999957)]>
Image index:  72
Detected  2  spots.
30.64726579172184
7.821211652631831
-41.54863480641804
17.733778634543555






    



: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32965677,#32965653,#32965629,#32965701,#32965725,#32965749").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]
WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32966145,#32966109,#32966085,#32966157,#32966181,#32966205").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 13:10:11): (lon, lat, radius) in (deg, deg, km)
    ( 30.76778491,  7.81510841,  695507.99999814)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 13:10:11): (lon, lat, radius) in (deg, deg, km)
    [( 30.76778491,   7.81510841,  695507.99999814),
     (-41.44752681,  17.74556629,  695508.00000403)]>
Image index:  73
Detected  2  spots.
30.767784912676703
7.815108412424421
-41.44752681140018
17.745566290541507






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32966157,#32966145,#32966109,#32966181,#32966205,#32966229").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 13:10:56): (lon, lat, radius) in (deg, deg, km)
    ( 30.77354733,  7.80989602,  695508.00000356)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 13:10:56): (lon, lat, radius) in (deg, deg, km)
    [( 30.77354733,   7.80989602,  695508.00000356),
     (-41.44760356,  17.74551701,  695507.99999982)]>
Image index:  74
Detected  2  spots.
30.77354732575354
7.809896024553801
-41.447603560559045
17.745517008424088






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32966613,#32966589,#32966565,#32966625,#32966661,#32966673").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 13:25:11): (lon, lat, radius) in (deg, deg, km)
    ( 30.90889714,  7.81460787,  695508.00000284)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 13:25:11): (lon, lat, radius) in (deg, deg, km)
    [( 30.90889714,   7.81460787,  695508.00000284),
     (-41.30177215,  17.74522879,  695507.99999711)]>
Image index:  75
Detected  2  spots.
30.908897140712995
7.814607874137331
-41.3017721481102
17.745228794272027






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32967093,#32967069,#32967045,#32967117,#32967141,#32967165").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 13:40:11): (lon, lat, radius) in (deg, deg, km)
    ( 31.04841923,  7.80246117,  695508.00000174)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 13:40:11): (lon, lat, radius) in (deg, deg, km)
    [( 31.04841923,   7.80246117,  695508.00000174),
     (-41.1015372 ,  17.71618238,  695507.99999684)]>
Image index:  76
Detected  2  spots.
31.048419233783864
7.802461166365216
-41.10153719967361
17.716182381669995






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32967573,#32967549,#32967525,#32967585,#32967621,#32967645").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 13:55:11): (lon, lat, radius) in (deg, deg, km)
    ( 31.18662803,  7.80363307,  695508.00000708)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 13:55:11): (lon, lat, radius) in (deg, deg, km)
    [( 31.18662803,   7.80363307,  695508.00000708),
     (-41.00542624,  17.73921829,  695508.00000122)]>
Image index:  77
Detected  2  spots.
31.186628033358073
7.803633068275281
-41.00542624220094
17.739218287655934






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32968053,#32968029,#32968005,#32968077,#32968101,#32968113").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 14:10:11): (lon, lat, radius) in (deg, deg, km)
    ( 31.33006402,  7.79116901,  695508.00000316)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 14:10:11): (lon, lat, radius) in (deg, deg, km)
    [( 31.33006402,   7.79116901,  695508.00000316),
     (-40.88472778,  17.7486973 ,  695508.00000437)]>
Image index:  78
Detected  2  spots.
31.33006401524832
7.791169009491285
-40.88472778039235
17.748697301638494






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32968533,#32968509,#32968485,#32968557,#32968581,#32968605").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 14:25:11): (lon, lat, radius) in (deg, deg, km)
    ( 31.47751672,  7.78520637,  695508.00000089)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 14:25:11): (lon, lat, radius) in (deg, deg, km)
    [( 31.47751672,   7.78520637,  695508.00000089),
     (-40.76292151,  17.75704422,  695507.99999927)]>
Image index:  79
Detected  2  spots.
31.477516717280615
7.78520636636504
-40.762921514307955
17.757044218303122






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32968989,#32968965,#32968941,#32969013,#32969037,#32969061").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 14:39:26): (lon, lat, radius) in (deg, deg, km)
    ( 31.61603973,  7.79158244,  695507.99999331)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 14:39:26): (lon, lat, radius) in (deg, deg, km)
    [( 31.61603973,   7.79158244,  695507.99999331),
     (-40.62078653,  17.76045722,  695507.99999613)]>
Image index:  80
Detected  2  spots.
31.616039732025982
7.791582437104022
-40.62078653181184
17.760457216074926






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32969013,#32968989,#32968965,#32969037,#32969061,#32969073").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 14:40:11): (lon, lat, radius) in (deg, deg, km)
    ( 31.61982719,  7.79294126,  695507.99999906)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 14:40:11): (lon, lat, radius) in (deg, deg, km)
    [( 31.61982719,   7.79294126,  695507.99999906),
     (-40.59975083,  17.75882941,  695507.99999973)]>
Image index:  81
Detected  2  spots.
31.6198271897642
7.792941261654925
-40.599750833430875
17.7588294125153






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32969469,#32969445,#32969421,#32969493,#32969517,#32969541").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 14:54:26): (lon, lat, radius) in (deg, deg, km)
    ( 31.74561437,  7.78313142,  695507.99999959)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 14:54:26): (lon, lat, radius) in (deg, deg, km)
    [( 31.74561437,   7.78313142,  695507.99999959),
     (-40.42819673,  17.72944849,  695507.99999973)]>
Image index:  82
Detected  2  spots.
31.74561437386948
7.783131422185019
-40.42819672725925
17.729448489811812






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32969493,#32969469,#32969445,#32969517,#32969541,#32969565").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 14:55:11): (lon, lat, radius) in (deg, deg, km)
    ( 31.75820046,  7.78387421,  695507.99999954)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 14:55:11): (lon, lat, radius) in (deg, deg, km)
    [( 31.75820046,   7.78387421,  695507.99999954),
     (-40.42817946,  17.72944273,  695507.9999993 )]>
Image index:  83
Detected  2  spots.
31.758200457875002
7.783874214510134
-40.42817945700855
17.729442732587476






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32969937,#32969925,#32969901,#32969973,#32969997,#32970033").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 15:09:25.900000): (lon, lat, radius) in (deg, deg, km)
    ( 31.90218118,  7.78200862,  695507.99999901)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 15:09:25.900000): (lon, lat, radius) in (deg, deg, km)
    [( 31.90218118,   7.78200862,  695507.99999901),
     (-40.32973097,  17.75460536,  695508.0000044 )]>
Image index:  84
Detected  2  spots.
31.90218118203325
7.782008622290056
-40.329730965324856
17.75460536218222






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32969973,#32969937,#32969925,#32969997,#32970033,#32970045").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 15:10:10.900000): (lon, lat, radius) in (deg, deg, km)
    ( 31.90166535,  7.78154834,  695507.99999995)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 15:10:10.900000): (lon, lat, radius) in (deg, deg, km)
    [( 31.90166535,   7.78154834,  695507.99999995),
     (-40.35492346,  17.77239023,  695507.99999675)]>
Image index:  85
Detected  2  spots.
31.90166534602739
7.781548336552918
-40.354923461261905
17.772390228865344






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32970429,#32970405,#32970381,#32970465,#32970477,#32970489").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 15:24:25.900000): (lon, lat, radius) in (deg, deg, km)
    ( 32.03591337,  7.78237551,  695507.99999972)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 15:24:25.900000): (lon, lat, radius) in (deg, deg, km)
    [( 32.03591337,   7.78237551,  695507.99999972),
     (-40.18565389,  17.74410104,  695507.99999934)]>
Image index:  86
Detected  2  spots.
32.03591336796722
7.782375510893459
-40.185653887516054
17.74410104317395






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32970897,#32970885,#32970861,#32970933,#32970957,#32970984").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 15:39:25.900000): (lon, lat, radius) in (deg, deg, km)
    ( 32.17737954,  7.78844924,  695507.99999974)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 15:39:25.900000): (lon, lat, radius) in (deg, deg, km)
    [( 32.17737954,   7.78844924,  695507.99999974),
     (-40.0541151 ,  17.75421179,  695507.99999677)]>
Image index:  87
Detected  2  spots.
32.17737954451778
7.78844924180076
-40.05411510242328
17.75421179076713






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32971389,#32971365,#32971341,#32971413,#32971437,#32971449").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 15:54:25.900000): (lon, lat, radius) in (deg, deg, km)
    ( 32.31620215,  7.77932659,  695507.99999594)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 15:54:25.900000): (lon, lat, radius) in (deg, deg, km)
    [( 32.31620215,   7.77932659,  695507.99999594),
     (-39.94926672,  17.77493525,  695507.99999592)]>
Image index:  88
Detected  2  spots.
32.31620214773737
7.779326592623931
-39.94926672316812
17.774935253601704






    



WARNING





    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 16:09:25.900000): (lon, lat, radius) in (deg, deg, km)
    ( 32.45845551,  7.77186917,  695508.00000243)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 16:09:25.900000): (lon, lat, radius) in (deg, deg, km)
    [( 32.45845551,   7.77186917,  695508.00000243),
     (-39.78116984,  17.76074652,  695507.99999975)]>
Image index:  89
Detected  2  spots.
32.458455510196956
7.771869170545666
-39.78116984038218
17.760746523816128






    



: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32971869,#32971845,#32971821,#32971893,#32971917,#32971941").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]
WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32972349,#32972325,#32972301,#32972373,#32972397,#32972421").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 16:24:25.900000): (lon, lat, radius) in (deg, deg, km)
    ( 32.6028524,  7.76193753,  695508.00000093)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 16:24:25.900000): (lon, lat, radius) in (deg, deg, km)
    [( 32.6028524,   7.76193753,  695508.00000093),
     (-39.6623967,  17.76945255,  695507.99999912)]>
Image index:  90
Detected  2  spots.
32.60285239548362
7.761937525853062
-39.66239670268613
17.76945254751602






    



WARNING





    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 16:38:40.900000): (lon, lat, radius) in (deg, deg, km)
    ( 32.74271334,  7.77177238,  695507.99999755)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 16:38:40.900000): (lon, lat, radius) in (deg, deg, km)
    [( 32.74271334,   7.77177238,  695507.99999755),
     (-39.51871986,  17.75735647,  695507.99999768)]>
Image index:  91
Detected  2  spots.
32.74271333504223
7.771772380674466
-39.51871986049584
17.75735647216739






    



: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32972805,#32972781,#32972757,#32972829,#32972853,#32972877").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]
WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32972829,#32972805,#32972781,#32972853,#32972877,#32972901").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 16:39:25.900000): (lon, lat, radius) in (deg, deg, km)
    ( 32.74278075,  7.77186175,  695508.00000392)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 16:39:25.900000): (lon, lat, radius) in (deg, deg, km)
    [( 32.74278075,   7.77186175,  695508.00000392),
     (-39.47325103,  17.73836626,  695507.99999964)]>
Image index:  92
Detected  2  spots.
32.7427807540564
7.771861752815623
-39.47325103119433
17.738366261191775






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32973285,#32973261,#32973237,#32973309,#32973333,#32973357").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 16:53:40.900000): (lon, lat, radius) in (deg, deg, km)
    ( 32.86644729,  7.76292873,  695507.99999925)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 16:53:40.900000): (lon, lat, radius) in (deg, deg, km)
    [( 32.86644729,   7.76292873,  695507.99999925),
     (-39.37804722,  17.7634648 ,  695508.00000348)]>
Image index:  93
Detected  2  spots.
32.86644729096165
7.762928731470929
-39.37804721580861
17.763464803146345






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32973309,#32973285,#32973261,#32973333,#32973357,#32973381").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 16:54:25.900000): (lon, lat, radius) in (deg, deg, km)
    ( 32.880751,  7.76585069,  695508.00000479)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 16:54:25.900000): (lon, lat, radius) in (deg, deg, km)
    [( 32.880751  ,   7.76585069,  695508.00000479),
     (-39.40291669,  17.78119604,  695507.99999876)]>
Image index:  94
Detected  2  spots.
32.88075100015819
7.765850690643483
-39.402916694747994
17.781196037645454






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32973765,#32973741,#32973717,#32973789,#32973813,#32973837").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 17:08:40.900000): (lon, lat, radius) in (deg, deg, km)
    ( 33.01011502,  7.75408316,  695507.99999801)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 17:08:40.900000): (lon, lat, radius) in (deg, deg, km)
    [( 33.01011502,   7.75408316,  695507.99999801),
     (-39.2106014 ,  17.75022379,  695507.99999935)]>
Image index:  95
Detected  2  spots.
33.01011501763667
7.754083160960452
-39.210601398362805
17.750223790776722






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32974245,#32974221,#32974197,#32974269,#32974293,#32974317").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 17:23:40.900000): (lon, lat, radius) in (deg, deg, km)
    ( 33.16885371,  7.76317436,  695508.0000008)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 17:23:40.900000): (lon, lat, radius) in (deg, deg, km)
    [( 33.16885371,   7.76317436,  695508.0000008 ),
     (-39.09459008,  17.75888734,  695508.00000405)]>
Image index:  96
Detected  2  spots.
33.168853713112796
7.763174362861377
-39.09459008207526
17.758887342195756






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32974713,#32974701,#32974677,#32974749,#32974773,#32974797").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 17:38:40.900000): (lon, lat, radius) in (deg, deg, km)
    ( 33.2939438,  7.75215824,  695508.00000061)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 17:38:40.900000): (lon, lat, radius) in (deg, deg, km)
    [( 33.2939438 ,   7.75215824,  695508.00000061),
     (-38.97377518,  17.76342209,  695507.99999916)]>
Image index:  97
Detected  2  spots.
33.293943799004964
7.752158242784035
-38.97377518287849
17.76342209391393






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32975205,#32975169,#32975157,#32975217,#32975253,#32975277").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 17:53:40.900000): (lon, lat, radius) in (deg, deg, km)
    ( 33.43791558,  7.74541011,  695508.0000006)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 17:53:40.900000): (lon, lat, radius) in (deg, deg, km)
    [( 33.43791558,   7.74541011,  695508.0000006),
     (-38.8537332 ,  17.77219392,  695508.0000011)]>
Image index:  98
Detected  2  spots.
33.43791558221685
7.745410113352947
-38.853733201116796
17.772193919255074






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32975685,#32975661,#32975637,#32975709,#32975733,#32975757").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 18:08:40.900000): (lon, lat, radius) in (deg, deg, km)
    ( 33.5791045,  7.74797119,  695508.00000154)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 18:08:40.900000): (lon, lat, radius) in (deg, deg, km)
    [( 33.5791045 ,   7.74797119,  695508.00000154),
     (-38.72003686,  17.77669606,  695508.00000842)]>
Image index:  99
Detected  2  spots.
33.57910450329509
7.747971188574811
-38.72003686382118
17.776696059031607






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32976141,#32976117,#32976093,#32976165,#32976189,#32976213").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 18:22:55.900000): (lon, lat, radius) in (deg, deg, km)
    ( 33.7052707,  7.74277454,  695508.00000431)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 18:22:55.900000): (lon, lat, radius) in (deg, deg, km)
    [( 33.7052707 ,   7.74277454,  695508.00000431),
     (-38.57375653,  17.76662426,  695508.00000546)]>
Image index:  100
Detected  2  spots.
33.705270703861835
7.74277453517615
-38.57375653014989
17.766624261672824






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32976165,#32976141,#32976117,#32976189,#32976213,#32976237").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]





    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 18:23:40.900000): (lon, lat, radius) in (deg, deg, km)
    ( 33.71730219,  7.74900337,  695508.00000093)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 18:23:40.900000): (lon, lat, radius) in (deg, deg, km)
    [( 33.71730219,   7.74900337,  695508.00000093),
     (-38.54542642,  17.75558728,  695508.00000174)]>
Image index:  101
Detected  2  spots.
33.717302188469176
7.749003365987646
-38.54542641913162
17.755587281974286






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32976621,#32976597,#32976573,#32976645,#32976669,#32976693").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 18:37:55.900000): (lon, lat, radius) in (deg, deg, km)
    ( 33.87455364,  7.74827258,  695508.00000222)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 18:37:55.900000): (lon, lat, radius) in (deg, deg, km)
    [( 33.87455364,   7.74827258,  695508.00000222),
     (-38.41151772,  17.75733064,  695507.99999864)]>
Image index:  102
Detected  2  spots.
33.87455364164507
7.748272575702864
-38.41151772054248
17.757330635829707






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32976645,#32976621,#32976597,#32976669,#32976693,#32976717").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 18:38:40.900000): (lon, lat, radius) in (deg, deg, km)
    ( 33.88628267,  7.75445169,  695508.00000529)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 18:38:40.900000): (lon, lat, radius) in (deg, deg, km)
    [( 33.88628267,   7.75445169,  695508.00000529),
     (-38.41184177,  17.75735496,  695507.99999621)]>
Image index:  103
Detected  2  spots.
33.886282665855404
7.754451689452771
-38.41184176671871
17.75735495510209






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32977101,#32977077,#32977053,#32977125,#32977149,#32977173").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 18:52:55.900000): (lon, lat, radius) in (deg, deg, km)
    ( 34.02680526,  7.74525819,  695508.00000185)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 18:52:55.900000): (lon, lat, radius) in (deg, deg, km)
    [( 34.02680526,   7.74525819,  695508.00000185),
     (-38.29732381,  17.7636316 ,  695507.99999662)]>
Image index:  104
Detected  2  spots.
34.02680526471487
7.745258191486488
-38.297323811942626
17.763631595433953






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32977125,#32977101,#32977077,#32977149,#32977173,#32977197").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 18:53:40.900000): (lon, lat, radius) in (deg, deg, km)
    ( 34.02780951,  7.74510574,  695507.99999994)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 18:53:40.900000): (lon, lat, radius) in (deg, deg, km)
    [( 34.02780951,   7.74510574,  695507.99999994),
     (-38.29595971,  17.76358863,  695507.99999996)]>
Image index:  105
Detected  2  spots.
34.02780950914328
7.745105739246792
-38.29595970930247
17.763588630901552






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32977581,#32977557,#32977533,#32977605,#32977629,#32977653").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 19:07:55.900000): (lon, lat, radius) in (deg, deg, km)
    ( 34.15416816,  7.73657814,  695508.00000101)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 19:07:55.900000): (lon, lat, radius) in (deg, deg, km)
    [( 34.15416816,   7.73657814,  695508.00000101),
     (-38.13354432,  17.75200148,  695507.99999982)]>
Image index:  106
Detected  2  spots.
34.15416815832589
7.7365781443397
-38.13354431778319
17.752001479523237






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32978061,#32978037,#32978013,#32978085,#32978109,#32978133").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 19:22:55.900000): (lon, lat, radius) in (deg, deg, km)
    ( 34.30077335,  7.72506906,  695508.00000153)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 19:22:55.900000): (lon, lat, radius) in (deg, deg, km)
    [( 34.30077335,   7.72506906,  695508.00000153),
     (-37.99570975,  17.75736802,  695508.00000028)]>
Image index:  107
Detected  2  spots.
34.30077334846386
7.725069055445007
-37.995709753498936
17.75736801769161






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32978541,#32978517,#32978493,#32978565,#32978589,#32978613").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 19:37:55.900000): (lon, lat, radius) in (deg, deg, km)
    ( 34.44077975,  7.72574325,  695508.0000009)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 19:37:55.900000): (lon, lat, radius) in (deg, deg, km)
    [( 34.44077975,   7.72574325,  695508.0000009 ),
     (-37.8811781 ,  17.76272627,  695508.00000149)]>
Image index:  108
Detected  2  spots.
34.440779747742134
7.7257432472443135
-37.881178095343685
17.762726271386978






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32979021,#32978997,#32978973,#32979045,#32979069,#32979093").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 19:52:55.900000): (lon, lat, radius) in (deg, deg, km)
    ( 34.56334814,  7.73190848,  695508.00000382)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 19:52:55.900000): (lon, lat, radius) in (deg, deg, km)
    [( 34.56334814,   7.73190848,  695508.00000382),
     (-37.7650317 ,  17.76972809,  695507.99999618)]>
Image index:  109
Detected  2  spots.
34.56334814393056
7.731908482733245
-37.765031703276925
17.76972809452448






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32979501,#32979477,#32979453,#32979525,#32979549,#32979573").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 20:07:55.900000): (lon, lat, radius) in (deg, deg, km)
    ( 34.69323185,  7.7173608,  695508.00000072)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 20:07:55.900000): (lon, lat, radius) in (deg, deg, km)
    [( 34.69323185,   7.7173608 ,  695508.00000072),
     (-37.63014106,  17.77823333,  695508.00000204)]>
Image index:  110
Detected  2  spots.
34.6932318453069
7.717360797127851
-37.63014106316401
17.778233332331503






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32979957,#32979933,#32979909,#32979969,#32980005,#32980041").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 20:22:10.900000): (lon, lat, radius) in (deg, deg, km)
    ( 34.83454921,  7.72534513,  695508.00000288)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 20:22:10.900000): (lon, lat, radius) in (deg, deg, km)
    [( 34.83454921,   7.72534513,  695508.00000288),
     (-37.46606864,  17.751632  ,  695507.99999648)]>
Image index:  111
Detected  2  spots.
34.83454920651529
7.725345134386783
-37.46606864208204
17.751631999522527






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32979969,#32979957,#32979933,#32980005,#32980041,#32980053").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 20:22:55.900000): (lon, lat, radius) in (deg, deg, km)
    ( 34.8445486,  7.72359907,  695508.00000171)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 20:22:55.900000): (lon, lat, radius) in (deg, deg, km)
    [( 34.8445486 ,   7.72359907,  695508.00000171),
     (-37.44057074,  17.74711183,  695507.999998  )]>
Image index:  112
Detected  2  spots.
34.84454860298309
7.723599066406291
-37.4405707358653
17.747111831468846






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32980437,#32980413,#32980389,#32980461,#32980485,#32980509").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 20:37:10.900000): (lon, lat, radius) in (deg, deg, km)
    ( 34.98101918,  7.72175188,  695508.00000277)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 20:37:10.900000): (lon, lat, radius) in (deg, deg, km)
    [( 34.98101918,   7.72175188,  695508.00000277),
     (-37.32822827,  17.75565824,  695507.99999797)]>
Image index:  113
Detected  2  spots.
34.98101918237112
7.721751881515988
-37.328228266930914
17.75565824019764






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32980461,#32980437,#32980413,#32980485,#32980509,#32980533").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 20:37:55.900000): (lon, lat, radius) in (deg, deg, km)
    ( 34.98741241,  7.71665587,  695508.00000411)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-29 20:37:55.900000): (lon, lat, radius) in (deg, deg, km)
    [( 34.98741241,   7.71665587,  695508.00000411),
     (-37.32798747,  17.75577161,  695508.00000429)]>
Image index:  114
Detected  2  spots.
34.98741240873702
7.716655871055888
-37.32798747225843
17.755771610620492






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32987133,#32987109,#32987097,#32987157,#32987181,#32987205").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-30 00:06:26): (lon, lat, radius) in (deg, deg, km)
    ( 36.94926295,  7.6690778,  695507.99999857)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-30 00:06:26): (lon, lat, radius) in (deg, deg, km)
    [( 36.94926295,   7.6690778 ,  695507.99999857),
     (-35.41630776,  17.74922067,  695508.00000333)]>
Image index:  115
Detected  2  spots.
36.94926294607108
7.669077799240221
-35.416307762858786
17.749220668062645






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32987601,#32987565,#32987541,#32987613,#32987637,#32987673").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-30 00:20:41): (lon, lat, radius) in (deg, deg, km)
    ( 37.08557017,  7.68048057,  695508.00000297)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-30 00:20:41): (lon, lat, radius) in (deg, deg, km)
    [( 37.08557017,   7.68048057,  695508.00000297),
     (-35.30324437,  17.75676081,  695507.9999993 )]>
Image index:  116
Detected  2  spots.
37.0855701729604
7.680480566901938
-35.30324437044756
17.756760806008945






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32987613,#32987601,#32987565,#32987637,#32987673,#32987685").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-30 00:21:26): (lon, lat, radius) in (deg, deg, km)
    ( 37.09666356,  7.68506912,  695507.99999909)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-30 00:21:26): (lon, lat, radius) in (deg, deg, km)
    [( 37.09666356,   7.68506912,  695507.99999909),
     (-35.26095871,  17.73754257,  695508.0000051 )]>
Image index:  117
Detected  2  spots.
37.096663556281065
7.685069117814456
-35.26095870661146
17.737542573685946






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32988069,#32988045,#32988021,#32988093,#32988117,#32988141").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-30 00:35:41): (lon, lat, radius) in (deg, deg, km)
    ( 37.23489828,  7.68215616,  695507.9999991)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-30 00:35:41): (lon, lat, radius) in (deg, deg, km)
    [( 37.23489828,   7.68215616,  695507.9999991 ),
     (-35.14751042,  17.74390843,  695508.00000175)]>
Image index:  118
Detected  2  spots.
37.234898278583735
7.682156162668965
-35.147510424082746
17.74390842777778






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32988093,#32988069,#32988045,#32988117,#32988141,#32988165").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-30 00:36:26): (lon, lat, radius) in (deg, deg, km)
    ( 37.22737904,  7.67455052,  695507.99999597)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-30 00:36:26): (lon, lat, radius) in (deg, deg, km)
    [( 37.22737904,   7.67455052,  695507.99999597),
     (-35.14721137,  17.74401618,  695507.99999797)]>
Image index:  119
Detected  2  spots.
37.22737904031073
7.674550517022477
-35.14721137112585
17.74401617779859






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32988549,#32988525,#32988501,#32988573,#32988597,#32988621").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-30 00:50:41): (lon, lat, radius) in (deg, deg, km)
    ( 37.36481241,  7.65814806,  695508.00000056)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-30 00:50:41): (lon, lat, radius) in (deg, deg, km)
    [( 37.36481241,   7.65814806,  695508.00000056),
     (-35.01246509,  17.73355398,  695507.99999532)]>
Image index:  120
Detected  2  spots.
37.36481240998971
7.658148058031951
-35.01246508586333
17.733553979878906






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32992377,#32992341,#32992317,#32992389,#32992413,#32992437").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-30 02:49:56): (lon, lat, radius) in (deg, deg, km)
    ( 38.49120345,  7.66584454,  695507.99999722)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-30 02:49:56): (lon, lat, radius) in (deg, deg, km)
    [( 38.49120345,   7.66584454,  695507.99999722),
     (-33.9622029 ,  17.74743393,  695507.99999583)]>
Image index:  121
Detected  2  spots.
38.491203449608555
7.665844538247905
-33.96220289824042
17.747433933940847






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#32999997,#32999973,#32999949,#33000021,#33000045,#33000069").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-30 06:48:26.100000): (lon, lat, radius) in (deg, deg, km)
    ( 40.74235568,  7.6421405,  695508.00000296)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-30 06:48:26.100000): (lon, lat, radius) in (deg, deg, km)
    [( 40.74235568,   7.6421405 ,  695508.00000296),
     (-31.77436674,  17.75871845,  695508.00000349)]>
Image index:  122
Detected  2  spots.
40.74235568278367
7.642140499249741
-31.774366744473333
17.758718452581235






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#33010005,#33009981,#33009957,#33010029,#33010053,#33010077").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-30 12:01:11.100000): (lon, lat, radius) in (deg, deg, km)
    ( 43.65638208,  7.60242271,  695508.00000134)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-30 12:01:11.100000): (lon, lat, radius) in (deg, deg, km)
    [( 43.65638208,   7.60242271,  695508.00000134),
     (-28.98658443,  17.79289867,  695508.00000006)]>
Image index:  123
Detected  2  spots.
43.65638207617365
7.6024227098461425
-28.986584430455483
17.792898670548638






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#33010029,#33010005,#33009981,#33010053,#33010077,#33010101").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-30 12:01:56.100000): (lon, lat, radius) in (deg, deg, km)
    ( 43.6599651,  7.60309057,  695507.99999876)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-30 12:01:56.100000): (lon, lat, radius) in (deg, deg, km)
    [( 43.6599651 ,   7.60309057,  695507.99999876),
     (-28.94728486,  17.77458414,  695508.00000059)]>
Image index:  124
Detected  2  spots.
43.65996510189372
7.603090571543416
-28.947284859199307
17.774584143028488






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#33010485,#33010461,#33010437,#33010509,#33010533,#33010557").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-30 12:16:11.100000): (lon, lat, radius) in (deg, deg, km)
    ( 43.79737552,  7.61636268,  695508.00000369)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-30 12:16:11.100000): (lon, lat, radius) in (deg, deg, km)
    [( 43.79737552,   7.61636268,  695508.00000369),
     (-28.80307976,  17.76710128,  695508.00000337)]>
Image index:  125
Detected  2  spots.
43.797375524182335
7.61636268326294
-28.803079760712304
17.76710127783216






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#33011445,#33011421,#33011397,#33011469,#33011505,#33011517").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-30 12:46:11.100000): (lon, lat, radius) in (deg, deg, km)
    ( 44.07457187,  7.59985969,  695507.99999723)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-30 12:46:11.100000): (lon, lat, radius) in (deg, deg, km)
    [( 44.07457187,   7.59985969,  695507.99999723),
     (-28.51809207,  17.76861884,  695508.00000237)]>
Image index:  126
Detected  2  spots.
44.074571871607134
7.599859689365708
-28.518092070666512
17.768618835646727






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#33011925,#33011901,#33011877,#33011949,#33011973,#33011997").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-30 13:01:11.100000): (lon, lat, radius) in (deg, deg, km)
    ( 44.22804083,  7.60269839,  695508.00000133)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-30 13:01:11.100000): (lon, lat, radius) in (deg, deg, km)
    [( 44.22804083,   7.60269839,  695508.00000133),
     (-28.43536703,  17.79506848,  695508.00000075)]>
Image index:  127
Detected  2  spots.
44.228040831852866
7.602698394641398
-28.4353670268185
17.795068482957422






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#33012405,#33012381,#33012357,#33012429,#33012453,#33012477").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-30 13:16:11.100000): (lon, lat, radius) in (deg, deg, km)
    ( 44.37047708,  7.59464751,  695508.00000644)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-30 13:16:11.100000): (lon, lat, radius) in (deg, deg, km)
    [( 44.37047708,   7.59464751,  695508.00000644),
     (-28.2539806 ,  17.76981947,  695508.00000081)]>
Image index:  128
Detected  2  spots.
44.370477083153084
7.594647507321906
-28.253980603852582
17.769819467411182






    



WARNING





    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-30 13:31:11.100000): (lon, lat, radius) in (deg, deg, km)
    ( 44.50732799,  7.59923396,  695508.000002)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-30 13:31:11.100000): (lon, lat, radius) in (deg, deg, km)
    [( 44.50732799,   7.59923396,  695508.000002  ),
     (-28.13355628,  17.77868285,  695507.99999686)]>
Image index:  129
Detected  2  spots.
44.50732798596667
7.599233957328123
-28.13355627639314
17.778682849280216






    



: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#33012885,#33012861,#33012837,#33012909,#33012933,#33012957").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]
WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#33013365,#33013341,#33013317,#33013389,#33013413,#33013437").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-30 13:46:11): (lon, lat, radius) in (deg, deg, km)
    ( 44.629083,  7.58222764,  695507.99999632)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-30 13:46:11): (lon, lat, radius) in (deg, deg, km)
    [( 44.629083  ,   7.58222764,  695507.99999632),
     (-28.00646511,  17.78726589,  695507.99999908)]>
Image index:  130
Detected  2  spots.
44.62908300454165
7.5822276416699745
-28.006465110726612
17.787265889490214






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#33013821,#33013797,#33013773,#33013845,#33013869,#33013893").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]





    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-30 14:00:26): (lon, lat, radius) in (deg, deg, km)
    ( 44.75618249,  7.58519079,  695508.00000114)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-30 14:00:26): (lon, lat, radius) in (deg, deg, km)
    [( 44.75618249,   7.58519079,  695508.00000114),
     (-27.88942905,  17.79592585,  695508.00000064)]>
Image index:  131
Detected  2  spots.
44.756182492915435
7.585190789594004
-27.88942904755493
17.795925850607876






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#33013845,#33013821,#33013797,#33013869,#33013893,#33013917").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-30 14:01:11): (lon, lat, radius) in (deg, deg, km)
    ( 44.7771807,  7.5867222,  695507.99999666)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-30 14:01:11): (lon, lat, radius) in (deg, deg, km)
    [( 44.7771807 ,   7.5867222,  695507.99999666),
     (-27.85139663,  17.7778404,  695508.0000026 )]>
Image index:  132
Detected  2  spots.
44.77718070090272
7.5867221970550816
-27.851396633215895
17.77784040084101






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#33014301,#33014277,#33014253,#33014325,#33014349,#33014373").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-30 14:15:26): (lon, lat, radius) in (deg, deg, km)
    ( 44.89226984,  7.58645012,  695508.00000495)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-30 14:15:26): (lon, lat, radius) in (deg, deg, km)
    [( 44.89226984,   7.58645012,  695508.00000495),
     (-27.70578324,  17.76625519,  695507.99999923)]>
Image index:  133
Detected  2  spots.
44.892269844790675
7.586450123429833
-27.70578324121347
17.766255194575137






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#33014325,#33014301,#33014277,#33014349,#33014373,#33014397").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]





    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-30 14:16:11): (lon, lat, radius) in (deg, deg, km)
    ( 44.91145286,  7.58527077,  695508.00000465)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-30 14:16:11): (lon, lat, radius) in (deg, deg, km)
    [( 44.91145286,   7.58527077,  695508.00000465),
     (-27.70573915,  17.76624112,  695508.00000334)]>
Image index:  134
Detected  2  spots.
44.91145285843689
7.585270767590561
-27.705739149788805
17.766241124066536






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#33014781,#33014757,#33014733,#33014805,#33014829,#33014853").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-30 14:30:26): (lon, lat, radius) in (deg, deg, km)
    ( 45.05198129,  7.58915853,  695508.00000174)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-30 14:30:26): (lon, lat, radius) in (deg, deg, km)
    [( 45.05198129,   7.58915853,  695508.00000174),
     (-27.56573178,  17.76016431,  695508.00000051)]>
Image index:  135
Detected  2  spots.
45.05198129178092
7.589158526225397
-27.565731775701696
17.760164309331383






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#33014805,#33014781,#33014757,#33014829,#33014853,#33014877").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-30 14:31:11): (lon, lat, radius) in (deg, deg, km)
    ( 45.06481273,  7.59642669,  695507.99999781)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-30 14:31:11): (lon, lat, radius) in (deg, deg, km)
    [( 45.06481273,   7.59642669,  695507.99999781),
     (-27.56554814,  17.75979188,  695507.9999967 )]>
Image index:  136
Detected  2  spots.
45.0648127316985
7.596426689861213
-27.565548141947353
17.759791876559955






    



WARNING: VerifyWarning:         Card 'SOURCE' is not FITS standard (invalid value string: "'hmi.lev1[:#33015261,#33015237,#33015213,#33015285,#33015309,#33015333").  Fixed 'SOURCE' card to meet the FITS standard. [astropy.io.fits.verify]






    



<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-30 14:45:26): (lon, lat, radius) in (deg, deg, km)
    ( 45.1794103,  7.5831741,  695507.99999569)>
<SkyCoord (HeliographicStonyhurst: dateobs=2012-01-30 14:45:26): (lon, lat, radius) in (deg, deg, km)
    [( 45.1794103 ,   7.5831741,  695507.99999569),
     (-27.44296432,  17.7695403,  695507.99999564)]>
Image index:  137
Detected  2  spots.
45.17941030080891
7.583174102217629
-27.44296431819077
17.769540299532352



In [31]:

    
# Volver arreglos de tiempos, latitudes, longitudes un arreglo numérico de numpy
times = []
deltatimes = []
longitudes_0 = []
longitudes_1 = []
latitudes_0 = []
latitudes_1 = []
delta_longitudes_0 = []
delta_longitudes_1 = []

# Times in seconds since first observation/image
for i in range(len(datetimes)):
    temp = datetimes[i]-datetimes[0]
    times.append(temp.total_seconds())
# Datetimes deltas in seconds
for i in range(len(datetimes)-1):
    delta_t = datetimes[i+1] - datetimes[i]
    #print(datetimes[i+1], " - ", datetimes[i]," = ", delta_t)
    deltatimes.append(delta_t.total_seconds())
# Longitudes and latitudes in arccsec (assuming len(longitudes) == len(latitudes))
for i in range(len(longitudes)):
    longitudes_0.append(longitudes[i][0])
    latitudes_0.append(latitudes[i][0])
    longitudes_1.append(longitudes[i][1]) # set1
    latitudes_1.append(latitudes[i][1]) # set1

times = np.array(times)
deltatimes = np.array(deltatimes)
longitudes_0 = np.array(longitudes_0)
longitudes_1 = np.array(longitudes_1)
latitudes_0 = np.array(latitudes_0)
latitudes_1 = np.array(latitudes_1)



In [32]:

    
# Saving data arrays in text file in the filesystem for storage
setstr = "set1"
np.savetxt(setstr+"_times.txt", times)
np.savetxt(setstr+"_deltatimes.txt", deltatimes)
np.savetxt(setstr+"_longitudes_0.txt", longitudes_0)
np.savetxt(setstr+"_longitudes_1.txt", longitudes_1)
np.savetxt(setstr+"_latitudes_0.txt", latitudes_0)
np.savetxt(setstr+"_latitudes_1.txt", latitudes_1)



In [ ]:

Data structure

Arreglando headers de archivos FITS descargados

Graficar visualizar resultados de la búsqueda

Widget to see time evolution

Procesamiento de datos

Algoritmo:

1) Remover background/borde oscuro, de medidas en casos anteriores sabemos que

2) Suavizar la imagen aplicando un filtro Gaussiano

3) "Binarizando" con umbral

4) Labeling the spots

5) Obteniendo centros de masa

Transforming coordinates

Aplicando a todo el set

Algoritmo:

Nota