In [9]:
import matplotlib.pyplot as plt
%matplotlib inline
In [1]:
from heroespy.util import times
In [1]:
data_dir = '/Users/schriste/Desktop/HEROES_flares'
In [2]:
import glob
In [3]:
filelist = glob.glob(data_dir + '/ssw_cutout_20130921_19*AIA_94_.fts')
In [4]:
filelist
Out[4]:
['/Users/schriste/Desktop/HEROES_flares/ssw_cutout_20130921_190002_AIA_94_.fts',
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'/Users/schriste/Desktop/HEROES_flares/ssw_cutout_20130921_195950_AIA_94_.fts']
In [8]:
import sunpy.map
In [9]:
cubemap = sunpy.map.Map(filelist, cube=True)
In [10]:
cubemap.peek()
Out[10]:
<sunpy.visualization.mapcubeanimator.MapCubeAnimator at 0x1084b6210>
In [2]:
from sunpy.net import hek
In [3]:
client = hek.HEKClient()
In [20]:
t = hek.attrs.Time(times.solarobs_target2[0], times.solarobs_target2[1])
et = et = hek.attrs.EventType('FL')
events = client.query(t, et)
In [21]:
len(events)
Out[21]:
3
In [22]:
events[0]
Out[22]:
{u'SOL_standard': u'SOL2013-09-21T17:17:10L025C080',
u'active': u'true',
u'ar_compactnesscls': u'',
u'ar_mcintoshcls': u'',
u'ar_mtwilsoncls': u'',
u'ar_noaaclass': u'',
u'ar_noaanum': None,
u'ar_numspots': None,
u'ar_penumbracls': u'',
u'ar_polarity': None,
u'ar_zurichcls': u'',
u'area_atdiskcenter': None,
u'area_atdiskcenteruncert': None,
u'area_raw': None,
u'area_uncert': None,
u'area_unit': u'',
u'bound_ccnsteps': None,
u'bound_ccstartc1': None,
u'bound_ccstartc2': None,
u'bound_chaincode': u'',
u'boundbox_c1ll': -844.8,
u'boundbox_c1ur': -768,
u'boundbox_c2ll': 76.8,
u'boundbox_c2ur': 153.6,
u'chaincodetype': u'',
u'comment_count': u'0',
u'concept': u'Flare ',
u'event_avg_rating': None,
u'event_c1error': 2,
u'event_c2error': 2,
u'event_clippedspatial': u'',
u'event_clippedtemporal': u'',
u'event_coord1': -806.4,
u'event_coord2': 115.2,
u'event_coord3': None,
u'event_coordsys': u'UTC-HPC-TOPO',
u'event_coordunit': u'arcseconds',
u'event_description': u'',
u'event_endtime': u'2013-09-21T17:20:58',
u'event_expires': u'',
u'event_importance': None,
u'event_importance_num_ratings': u'',
u'event_mapurl': u'',
u'event_maskurl': u'',
u'event_npixels': None,
u'event_peaktime': u'2013-09-21T17:17:58',
u'event_pixelunit': u'',
u'event_probability': None,
u'event_starttime': u'2013-09-21T17:17:10',
u'event_testflag': u'false',
u'event_title': u'',
u'event_type': u'FL',
u'eventtype': u'9',
u'fl_efoldtime': None,
u'fl_efoldtimeunit': u'',
u'fl_fluence': None,
u'fl_fluenceunit': u'',
u'fl_goescls': u'',
u'fl_peakem': None,
u'fl_peakemunit': u'',
u'fl_peakflux': 43.8445,
u'fl_peakfluxunit': u'erg/cm/cm/s',
u'fl_peaktemp': None,
u'fl_peaktempunit': u'',
u'frm_contact': u'Paolo C. Grigis - pgrigis@cfa.harvard.edu',
u'frm_daterun': u'2013-09-21T10:35:13',
u'frm_humanflag': u'false',
u'frm_identifier': u'Feature Finding Team',
u'frm_institute': u'SAO',
u'frm_name': u'Flare Detective - Trigger Module',
u'frm_paramset': u'DerivativeThreshold= 8.00000e-02 EndFraction= 2.50000e-01',
u'frm_specificid': u'',
u'frm_url': u'http://www.cfa.harvard.edu',
u'frm_versionnumber': 0.51,
u'gs_galleryid': u'',
u'gs_imageurl': u'http://sdowww.lmsal.com/sdomedia/ssw/media/ssw/ssw_client/data/ssw_service_130924_051005_49356/www/ssw_cutout_131_context_full.gif',
u'gs_movieurl': u'http://sdowww.lmsal.com/sdomedia/h264/2013/09/21/EDS_FlareDetective-TriggerModule_20130921T171322-20130921T172446_AIA_131_XCEN-806.4YCEN115.2.mov',
u'gs_thumburl': u'http://sdowww.lmsal.com/sdomedia/ssw/media/ssw/ssw_client/data/ssw_service_130924_051005_49356/www/ssw_cutout_131_context_thumb.gif',
u'hcr_checked': u'true',
u'hgc_bbox': u'POLYGON((21.837063 7.858273,30.571859 8.76931,29.315434 13.293466,20.210731 12.336901,21.837063 7.858273))',
u'hgc_boundcc': u'',
u'hgc_coord': u'POINT(25.84782 10.608079)',
u'hgc_x': 25.84782,
u'hgc_y': 10.608079,
u'hgs_bbox': u'POLYGON((-62.891457 7.858273,-54.156661 8.76931,-55.413086 13.293466,-64.517789 12.336901,-62.891457 7.858273))',
u'hgs_boundcc': u'',
u'hgs_coord': u'POINT(-58.8807 10.608079)',
u'hgs_x': -58.8807,
u'hgs_y': 10.608079,
u'hpc_bbox': u'POLYGON((-844.8 76.8,-768 76.8,-768 153.6,-844.8 153.6,-844.8 76.8))',
u'hpc_boundcc': u'',
u'hpc_coord': u'POINT(-806.4 115.2)',
u'hpc_x': -806.4,
u'hpc_y': 115.2,
u'hrc_a': 81.869897645844,
u'hrc_bbox': u'POLYGON((0.887335 84.805571,0.807362 84.289407,0.819265 78.690068,0.898179 79.695154,0.887335 84.805571))',
u'hrc_boundcc': u'',
u'hrc_coord': u'POINT(0.852087065446741 81.869897645844)',
u'hrc_r': 0.852087065446741,
u'intenskurt': None,
u'intensmax': None,
u'intensmean': None,
u'intensmedian': None,
u'intensmin': None,
u'intensskew': None,
u'intenstotal': None,
u'intensunit': u'',
u'intensvar': None,
u'kb_archivdate': u'2013-09-21T17:38:22',
u'kb_archivid': u'ivo://helio-informatics.org/FL_FlareDetective-TriggerModule_20130921_173621_2013-09-21T17:17:10.070_1',
u'kb_archivist': u'flare_detective',
u'obs_channelid': u'131',
u'obs_dataprepurl': u'',
u'obs_firstprocessingdate': u'',
u'obs_includesnrt': u'',
u'obs_instrument': u'AIA',
u'obs_lastprocessingdate': u'',
u'obs_levelnum': None,
u'obs_meanwavel': 1.31e-06,
u'obs_observatory': u'SDO',
u'obs_title': u'',
u'obs_wavelunit': u'cm',
u'rasterscan': u'',
u'rasterscantype': u'',
u'refs': [{u'ref_name': u'SSW Context Thumbnail',
u'ref_type': u'thumbnail',
u'ref_url': u'http://sdowww.lmsal.com/sdomedia/ssw/media/ssw/ssw_client/data/ssw_service_130924_051005_49356/www/ssw_cutout_131_context_thumb.gif'},
{u'ref_name': u'SSW Context Image',
u'ref_type': u'image',
u'ref_url': u'http://sdowww.lmsal.com/sdomedia/ssw/media/ssw/ssw_client/data/ssw_service_130924_051005_49356/www/ssw_cutout_131_context_full.gif'},
{u'ref_name': u'SDO Movie',
u'ref_type': u'movie',
u'ref_url': u'http://sdowww.lmsal.com/sdomedia/h264/2013/09/21/EDS_FlareDetective-TriggerModule_20130921T171322-20130921T172446_AIA_131_XCEN-806.4YCEN115.2.mov'},
{u'ref_name': u'FRM_URL',
u'ref_type': u'unknown',
u'ref_url': u'http://www.cfa.harvard.edu'}],
u'refs_orig': u'',
u'revision': u'2',
u'skel_chaincode': u'',
u'skel_curvature': None,
u'skel_nsteps': None,
u'skel_startc1': None,
u'skel_startc2': None}
In [8]:
result[0].get('event_coord1')
Out[8]:
-806.4
In [29]:
fig = plt.figure()
ax = fig.add_subplot(111, aspect='equal')
ax.plot([0,1],[0,1])
circle1=plt.Circle((0,0),980,fill=False, color='black')
ax.add_artist(circle1)
plt.ylim(0,1000)
plt.xlim(-1000,0)
for event in events:
ax.plot([event.get('event_coord1')], [event.get('event_coord2')], 'o', label=event.get('SOL_standard'))
print(event.get('SOL_standard'), [event.get('event_coord1')], [event.get('event_coord2')])
print(event.get('event_starttime'), event.get('event_endtime'), event.get('event_peaktime'))
plt.legend()
plt.show()
(u'SOL2013-09-21T17:17:10L025C080', [-806.4], [115.2])
(u'2013-09-21T17:17:10', u'2013-09-21T17:20:58', u'2013-09-21T17:17:58')
(u'SOL2013-09-21T19:34:46L024C080', [-806.4], [115.2])
(u'2013-09-21T19:34:46', u'2013-09-21T19:47:58', u'2013-09-21T19:42:58')
(u'SOL2013-09-21T21:34:58L054C109', [-422.4], [-422.4])
(u'2013-09-21T21:34:58', u'2013-09-21T21:37:46', u'2013-09-21T21:35:34')
In [ ]:
Content source: ehsteve/ipython-notebooks
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