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Edit and run 





In [1]:



    


from pathlib import Path
# root = Path('/home/klay6683/to_keep')
root = Path('/Users/klay6683/data/iuvs')

from iuvs import hk
hkdb = pd.read_hdf(str(root / 'HK_DB.h5'), 'df')



    


















    






/Users/klay6683/miniconda3/lib/python3.4/site-packages/IPython/kernel/__init__.py:13: ShimWarning: The `IPython.kernel` package has been deprecated. You should import from ipykernel or jupyter_client instead.
  "You should import from ipykernel or jupyter_client instead.", ShimWarning)

















In [2]:



    


%matplotlib nbagg

focus on a continuous time interval for now





In [3]:



    


hkdb = hkdb.loc['2015-01-01':'2015-01-01']



    











In [4]:



    


hkdb.info()



    


















    






<class 'pandas.core.frame.DataFrame'>
DatetimeIndex: 2880 entries, 2015-01-01 00:00:21.165966331 to 2015-01-01 23:59:49.759748995
Data columns (total 21 columns):
FUV_CHIP_TEMP_C      2880 non-null float64
FUV_DET_TEMP_C       2880 non-null float64
FUV_INT_TEMP_C       2880 non-null float64
GRAT_MOT_TEMP_C      2880 non-null float64
HV_POWR_TEMP_C       2880 non-null float64
IUVS_1_TEMP_C        2880 non-null float64
IUVS_2_TEMP_C        2880 non-null float64
IUVS_3_TEMP_C        2880 non-null float64
IUVS_4_TEMP_C        2880 non-null float64
IUVS_5_TEMP_C        2880 non-null float64
MUV_CHIP_TEMP_C      2880 non-null float64
MUV_DET_TEMP_C       2880 non-null float64
MUV_INT_TEMP_C       2880 non-null float64
OP_1_HTR_TEMP_C      2880 non-null float64
OP_2_HTR_TEMP_C      2880 non-null float64
POWER_BD1_TEMP_C     2880 non-null float64
POWER_BD2_TEMP_C     2880 non-null float64
PROC_BD_TEMP_C       2880 non-null float64
SCAN_MOT_TEMP_C      2880 non-null float64
ZONE_1_HTR_TEMP_C    2880 non-null float64
ZONE_2_HTR_TEMP_C    2880 non-null float64
dtypes: float64(21)
memory usage: 495.0 KB

















In [4]:



    


newind = pd.DatetimeIndex(start=hkdb.index[0].replace(microsecond=0),
                 end=hkdb.index[-1], freq='1s')



    











In [5]:



    


reindexed = hkdb.reindex(newind, method='nearest', tolerance='0.5 second')



    











In [6]:



    


snew=pd.Series(1, newind)

sold = pd.Series(2, hkdb.index)

smerged=pd.concat([snew,sold])

smerged = smerged.sort_index()

reindexed = hkdb.reindex(smerged.index)
reindexed.head()



    











In [12]:



    


plt.figure()
reindexed.FUV_DET_TEMP_C.dropna().plot(style='*', markersize=12)
reindexed.FUV_DET_TEMP_C.interpolate(method='time').plot(style='*', color='green')



    


















    




















    
















    
Out[12]:








<matplotlib.axes._subplots.AxesSubplot at 0x117b6b320>

















In [13]:



    


reindexed.FUV_DET_TEMP_C.interpolate(method='time')



    


















    
Out[13]:








2015-01-01 00:00:21.000000000          NaN
2015-01-01 00:00:21.165966331   -18.005027
2015-01-01 00:00:22.000000000   -18.005436
2015-01-01 00:00:23.000000000   -18.005927
2015-01-01 00:00:24.000000000   -18.006417
2015-01-01 00:00:25.000000000   -18.006908
2015-01-01 00:00:26.000000000   -18.007399
2015-01-01 00:00:27.000000000   -18.007889
2015-01-01 00:00:28.000000000   -18.008380
2015-01-01 00:00:29.000000000   -18.008871
2015-01-01 00:00:30.000000000   -18.009361
2015-01-01 00:00:31.000000000   -18.009852
2015-01-01 00:00:32.000000000   -18.010343
2015-01-01 00:00:33.000000000   -18.010833
2015-01-01 00:00:34.000000000   -18.011324
2015-01-01 00:00:35.000000000   -18.011815
2015-01-01 00:00:36.000000000   -18.012305
2015-01-01 00:00:37.000000000   -18.012796
2015-01-01 00:00:38.000000000   -18.013287
2015-01-01 00:00:39.000000000   -18.013777
2015-01-01 00:00:40.000000000   -18.014268
2015-01-01 00:00:41.000000000   -18.014759
2015-01-01 00:00:42.000000000   -18.015249
2015-01-01 00:00:43.000000000   -18.015740
2015-01-01 00:00:44.000000000   -18.016231
2015-01-01 00:00:45.000000000   -18.016721
2015-01-01 00:00:46.000000000   -18.017212
2015-01-01 00:00:47.000000000   -18.017703
2015-01-01 00:00:48.000000000   -18.018193
2015-01-01 00:00:49.000000000   -18.018684
                                   ...    
2015-01-01 23:59:21.000000000   -17.150675
2015-01-01 23:59:22.000000000   -17.150192
2015-01-01 23:59:23.000000000   -17.149710
2015-01-01 23:59:24.000000000   -17.149228
2015-01-01 23:59:25.000000000   -17.148745
2015-01-01 23:59:26.000000000   -17.148263
2015-01-01 23:59:27.000000000   -17.147781
2015-01-01 23:59:28.000000000   -17.147298
2015-01-01 23:59:29.000000000   -17.146816
2015-01-01 23:59:30.000000000   -17.146334
2015-01-01 23:59:31.000000000   -17.145851
2015-01-01 23:59:32.000000000   -17.145369
2015-01-01 23:59:33.000000000   -17.144887
2015-01-01 23:59:34.000000000   -17.144404
2015-01-01 23:59:35.000000000   -17.143922
2015-01-01 23:59:36.000000000   -17.143439
2015-01-01 23:59:37.000000000   -17.142957
2015-01-01 23:59:38.000000000   -17.142475
2015-01-01 23:59:39.000000000   -17.141992
2015-01-01 23:59:40.000000000   -17.141510
2015-01-01 23:59:41.000000000   -17.141028
2015-01-01 23:59:42.000000000   -17.140545
2015-01-01 23:59:43.000000000   -17.140063
2015-01-01 23:59:44.000000000   -17.139581
2015-01-01 23:59:45.000000000   -17.139098
2015-01-01 23:59:46.000000000   -17.138616
2015-01-01 23:59:47.000000000   -17.138134
2015-01-01 23:59:48.000000000   -17.137651
2015-01-01 23:59:49.000000000   -17.137169
2015-01-01 23:59:49.759748995   -17.136802
Name: FUV_DET_TEMP_C, dtype: float64

















In [14]:



    


from pathlib import Path
# root = Path('/home/klay6683/to_keep')
root = Path('/Users/klay6683/data/iuvs')
# df = pd.read_hdf('/home/klay6683/to_keep/l1a_dark_scan.h5', 'df')
df = pd.read_hdf(str(root / 'l1a_dark_scan.h5'), 'df')



    











In [15]:



    


from iuvs import meta



    











In [16]:



    


df = meta.clean_up_dark_scan(df)



    











In [17]:



    


df = df[df.COLLECTION_ID!='cruise']
df = df[df.COLLECTION_ID!='transition']
df = df[df.INT_TIME.isin([14400, 4200, 1400])]



    











In [18]:



    


pd.__version__



    


















    
Out[18]:








'0.17.0rc1+31.g9be2180'

















In [19]:



    


df.BINNING_SET.head()



    


















    
Out[19]:








TIME_OF_INT
2014-10-18 07:36:19.926570     (0, 1, 319, 11)
2014-10-18 07:36:19.926570     (0, 1, 441, 11)
2014-10-18 07:36:59.675040    (52, 4, 89, 115)
2014-10-18 07:36:59.675040    (2, 34, 96, 115)
2014-10-18 07:55:27.922290    (52, 4, 89, 115)
Name: BINNING_SET, dtype: object

















In [44]:



    


g = df.groupby(['CHANNEL', 'INT_TIME', 'activity', 'BINNING_SET'])



    











In [46]:



    


for name, group in g:
    if name == ('FUV', 14400, 'apoapse', (0, 4, 89, 80)):
        mygroup = group



    











In [47]:



    


group



    


















    
Out[47]:










  
    

      
      ANC_SVN_REVISION
      BIN_PATTERN_INDEX
      BIN_TBL
      CADENCE
      CASE_TEMP
      CHANNEL
      CODE_SVN_REVISION
      COLLECTION_ID
      DET_TEMP
      DUTY_CYCLE
      ...
      ORBIT_NUMBER
      PROCESS
      PRODUCT_ID
      SOLAR_LONGITUDE
      TARGET_NAME
      mean
      median
      std
      BINNING_SET
      activity
    

    

      TIME_OF_INT
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    

  
  
    

      2015-03-18 08:21:49.885030
      1145
      LINEAR linear_0011
      LINEAR 13,14 linear_0011
      15
      4.994077
      MUV
      1145
      disk
      -23.3564
      0.01
      ...
      900
      2015/208 Jul 27 19:23:22.00000UTC
      mvn_iuv_l1a_outdisk-orbit00900-muvdark_2015031...
      310.216980
      MARS
      0.283555
      0.277863
      0.045621
      (140, 8, 96, 115)
      outdisk
    

    

      2015-03-18 08:22:04.885040
      1145
      LINEAR linear_0011
      LINEAR 13,14 linear_0011
      15
      4.994077
      MUV
      1145
      disk
      -23.3564
      0.01
      ...
      900
      2015/208 Jul 27 19:23:22.00000UTC
      mvn_iuv_l1a_outdisk-orbit00900-muvdark_2015031...
      310.216980
      MARS
      0.278590
      0.268579
      0.049753
      (140, 8, 96, 115)
      outdisk
    

    

      2015-03-18 08:22:19.885040
      1145
      LINEAR linear_0011
      LINEAR 13,14 linear_0011
      15
      4.994077
      MUV
      1145
      disk
      -23.3564
      0.01
      ...
      900
      2015/208 Jul 27 19:23:22.00000UTC
      mvn_iuv_l1a_outdisk-orbit00900-muvdark_2015031...
      310.216980
      MARS
      0.295184
      0.286997
      0.045738
      (140, 8, 96, 115)
      outdisk
    

    

      2015-03-18 08:22:34.885050
      1145
      LINEAR linear_0011
      LINEAR 13,14 linear_0011
      15
      4.994077
      MUV
      1145
      disk
      -23.3564
      0.01
      ...
      900
      2015/208 Jul 27 19:23:22.00000UTC
      mvn_iuv_l1a_outdisk-orbit00900-muvdark_2015031...
      310.216980
      MARS
      0.278975
      0.272278
      0.048057
      (140, 8, 96, 115)
      outdisk
    

    

      2015-03-18 08:22:49.885060
      1145
      LINEAR linear_0011
      LINEAR 13,14 linear_0011
      15
      4.994077
      MUV
      1145
      disk
      -23.3564
      0.01
      ...
      900
      2015/208 Jul 27 19:23:22.00000UTC
      mvn_iuv_l1a_outdisk-orbit00900-muvdark_2015031...
      310.216980
      MARS
      0.287784
      0.281335
      0.055271
      (140, 8, 96, 115)
      outdisk
    

    

      2015-03-18 08:23:04.885070
      1145
      LINEAR linear_0011
      LINEAR 13,14 linear_0011
      15
      4.994077
      MUV
      1145
      disk
      -23.5062
      0.01
      ...
      900
      2015/208 Jul 27 19:23:22.00000UTC
      mvn_iuv_l1a_outdisk-orbit00900-muvdark_2015031...
      310.216980
      MARS
      0.294565
      0.285864
      0.044219
      (140, 8, 96, 115)
      outdisk
    

    

      2015-03-18 08:23:19.885080
      1145
      LINEAR linear_0011
      LINEAR 13,14 linear_0011
      15
      4.994077
      MUV
      1145
      disk
      -23.3564
      0.01
      ...
      900
      2015/208 Jul 27 19:23:22.00000UTC
      mvn_iuv_l1a_outdisk-orbit00900-muvdark_2015031...
      310.216980
      MARS
      0.295131
      0.287601
      0.046916
      (140, 8, 96, 115)
      outdisk
    

    

      2015-03-18 08:23:34.885090
      1145
      LINEAR linear_0011
      LINEAR 13,14 linear_0011
      15
      4.994077
      MUV
      1145
      disk
      -23.3564
      0.01
      ...
      900
      2015/208 Jul 27 19:23:22.00000UTC
      mvn_iuv_l1a_outdisk-orbit00900-muvdark_2015031...
      310.216980
      MARS
      0.274008
      0.266918
      0.047799
      (140, 8, 96, 115)
      outdisk
    

    

      2015-03-18 08:23:49.885100
      1145
      LINEAR linear_0011
      LINEAR 13,14 linear_0011
      15
      4.994077
      MUV
      1145
      disk
      -23.3564
      0.01
      ...
      900
      2015/208 Jul 27 19:23:22.00000UTC
      mvn_iuv_l1a_outdisk-orbit00900-muvdark_2015031...
      310.216980
      MARS
      0.278177
      0.269938
      0.046535
      (140, 8, 96, 115)
      outdisk
    

    

      2015-03-18 08:24:04.885100
      1145
      LINEAR linear_0011
      LINEAR 13,14 linear_0011
      15
      4.994077
      MUV
      1145
      disk
      -23.3564
      0.01
      ...
      900
      2015/208 Jul 27 19:23:22.00000UTC
      mvn_iuv_l1a_outdisk-orbit00900-muvdark_2015031...
      310.216980
      MARS
      0.287852
      0.279826
      0.044779
      (140, 8, 96, 115)
      outdisk
    

    

      2015-03-18 08:24:19.885110
      1145
      LINEAR linear_0011
      LINEAR 13,14 linear_0011
      15
      4.994077
      MUV
      1145
      disk
      -23.3564
      0.01
      ...
      900
      2015/208 Jul 27 19:23:22.00000UTC
      mvn_iuv_l1a_outdisk-orbit00900-muvdark_2015031...
      310.216980
      MARS
      0.286780
      0.280656
      0.045108
      (140, 8, 96, 115)
      outdisk
    

    

      2015-03-18 08:24:34.885120
      1145
      LINEAR linear_0011
      LINEAR 13,14 linear_0011
      15
      4.994077
      MUV
      1145
      disk
      -23.3564
      0.01
      ...
      900
      2015/208 Jul 27 19:23:22.00000UTC
      mvn_iuv_l1a_outdisk-orbit00900-muvdark_2015031...
      310.216980
      MARS
      0.276485
      0.268956
      0.045343
      (140, 8, 96, 115)
      outdisk
    

    

      2015-03-18 08:24:49.885130
      1145
      LINEAR linear_0011
      LINEAR 13,14 linear_0011
      15
      4.994077
      MUV
      1145
      disk
      -23.3564
      0.01
      ...
      900
      2015/208 Jul 27 19:23:22.00000UTC
      mvn_iuv_l1a_outdisk-orbit00900-muvdark_2015031...
      310.216980
      MARS
      0.267341
      0.258464
      0.044368
      (140, 8, 96, 115)
      outdisk
    

    

      2015-03-18 08:25:04.885140
      1145
      LINEAR linear_0011
      LINEAR 13,14 linear_0011
      15
      4.994077
      MUV
      1145
      disk
      -23.3564
      0.01
      ...
      900
      2015/208 Jul 27 19:23:22.00000UTC
      mvn_iuv_l1a_outdisk-orbit00900-muvdark_2015031...
      310.216980
      MARS
      0.279333
      0.270541
      0.047273
      (140, 8, 96, 115)
      outdisk
    

    

      2015-03-18 08:25:19.885150
      1145
      LINEAR linear_0011
      LINEAR 13,14 linear_0011
      15
      4.994077
      MUV
      1145
      disk
      -23.3564
      0.01
      ...
      900
      2015/208 Jul 27 19:23:22.00000UTC
      mvn_iuv_l1a_outdisk-orbit00900-muvdark_2015031...
      310.216980
      MARS
      0.284141
      0.277486
      0.046018
      (140, 8, 96, 115)
      outdisk
    

    

      2015-03-18 08:25:34.885150
      1145
      LINEAR linear_0011
      LINEAR 13,14 linear_0011
      15
      4.994077
      MUV
      1145
      disk
      -23.3564
      0.01
      ...
      900
      2015/208 Jul 27 19:23:22.00000UTC
      mvn_iuv_l1a_outdisk-orbit00900-muvdark_2015031...
      310.216980
      MARS
      0.273611
      0.264956
      0.044858
      (140, 8, 96, 115)
      outdisk
    

    

      2015-03-18 08:25:49.885160
      1145
      LINEAR linear_0011
      LINEAR 13,14 linear_0011
      15
      4.994077
      MUV
      1145
      disk
      -23.3564
      0.01
      ...
      900
      2015/208 Jul 27 19:23:22.00000UTC
      mvn_iuv_l1a_outdisk-orbit00900-muvdark_2015031...
      310.216980
      MARS
      0.279487
      0.269862
      0.046529
      (140, 8, 96, 115)
      outdisk
    

    

      2015-03-18 08:26:04.885170
      1145
      LINEAR linear_0011
      LINEAR 13,14 linear_0011
      15
      4.994077
      MUV
      1145
      disk
      -23.3564
      0.01
      ...
      900
      2015/208 Jul 27 19:23:22.00000UTC
      mvn_iuv_l1a_outdisk-orbit00900-muvdark_2015031...
      310.216980
      MARS
      0.270350
      0.263446
      0.046531
      (140, 8, 96, 115)
      outdisk
    

    

      2015-03-18 08:26:19.885180
      1145
      LINEAR linear_0011
      LINEAR 13,14 linear_0011
      15
      4.994077
      MUV
      1145
      disk
      -23.3564
      0.01
      ...
      900
      2015/208 Jul 27 19:23:22.00000UTC
      mvn_iuv_l1a_outdisk-orbit00900-muvdark_2015031...
      310.216980
      MARS
      0.287379
      0.281034
      0.045513
      (140, 8, 96, 115)
      outdisk
    

    

      2015-03-18 08:26:34.885190
      1145
      LINEAR linear_0011
      LINEAR 13,14 linear_0011
      15
      4.994077
      MUV
      1145
      disk
      -23.3564
      0.01
      ...
      900
      2015/208 Jul 27 19:23:22.00000UTC
      mvn_iuv_l1a_outdisk-orbit00900-muvdark_2015031...
      310.216980
      MARS
      0.276569
      0.270994
      0.044540
      (140, 8, 96, 115)
      outdisk
    

    

      2015-03-18 08:26:49.885200
      1145
      LINEAR linear_0011
      LINEAR 13,14 linear_0011
      15
      4.994077
      MUV
      1145
      disk
      -23.3564
      0.01
      ...
      900
      2015/208 Jul 27 19:23:22.00000UTC
      mvn_iuv_l1a_outdisk-orbit00900-muvdark_2015031...
      310.216980
      MARS
      0.287927
      0.280656
      0.047143
      (140, 8, 96, 115)
      outdisk
    

    

      2015-03-18 08:27:04.885210
      1145
      LINEAR linear_0011
      LINEAR 13,14 linear_0011
      15
      4.994077
      MUV
      1145
      disk
      -23.2066
      0.01
      ...
      900
      2015/208 Jul 27 19:23:22.00000UTC
      mvn_iuv_l1a_outdisk-orbit00900-muvdark_2015031...
      310.216980
      MARS
      0.276048
      0.270239
      0.044321
      (140, 8, 96, 115)
      outdisk
    

    

      2015-03-18 08:27:19.885210
      1145
      LINEAR linear_0011
      LINEAR 13,14 linear_0011
      15
      4.994077
      MUV
      1145
      disk
      -23.5062
      0.01
      ...
      900
      2015/208 Jul 27 19:23:22.00000UTC
      mvn_iuv_l1a_outdisk-orbit00900-muvdark_2015031...
      310.216980
      MARS
      0.279785
      0.270390
      0.049062
      (140, 8, 96, 115)
      outdisk
    

    

      2015-03-18 08:27:34.885220
      1145
      LINEAR linear_0011
      LINEAR 13,14 linear_0011
      15
      4.994077
      MUV
      1145
      disk
      -23.2066
      0.01
      ...
      900
      2015/208 Jul 27 19:23:22.00000UTC
      mvn_iuv_l1a_outdisk-orbit00900-muvdark_2015031...
      310.216980
      MARS
      0.266617
      0.259596
      0.042847
      (140, 8, 96, 115)
      outdisk
    

    

      2015-03-18 08:27:49.885230
      1145
      LINEAR linear_0011
      LINEAR 13,14 linear_0011
      15
      4.994077
      MUV
      1145
      disk
      -23.3564
      0.01
      ...
      900
      2015/208 Jul 27 19:23:22.00000UTC
      mvn_iuv_l1a_outdisk-orbit00900-muvdark_2015031...
      310.216980
      MARS
      0.290446
      0.282015
      0.045142
      (140, 8, 96, 115)
      outdisk
    

    

      2015-03-18 08:28:04.885240
      1145
      LINEAR linear_0011
      LINEAR 13,14 linear_0011
      15
      4.994077
      MUV
      1145
      disk
      -23.3564
      0.01
      ...
      900
      2015/208 Jul 27 19:23:22.00000UTC
      mvn_iuv_l1a_outdisk-orbit00900-muvdark_2015031...
      310.216980
      MARS
      0.268905
      0.261785
      0.047627
      (140, 8, 96, 115)
      outdisk
    

    

      2015-03-18 08:28:19.885250
      1145
      LINEAR linear_0011
      LINEAR 13,14 linear_0011
      15
      4.994077
      MUV
      1145
      disk
      -23.5062
      0.01
      ...
      900
      2015/208 Jul 27 19:23:22.00000UTC
      mvn_iuv_l1a_outdisk-orbit00900-muvdark_2015031...
      310.216980
      MARS
      0.280346
      0.270919
      0.045021
      (140, 8, 96, 115)
      outdisk
    

    

      2015-03-18 08:28:34.885260
      1145
      LINEAR linear_0011
      LINEAR 13,14 linear_0011
      15
      4.994077
      MUV
      1145
      disk
      -23.5062
      0.01
      ...
      900
      2015/208 Jul 27 19:23:22.00000UTC
      mvn_iuv_l1a_outdisk-orbit00900-muvdark_2015031...
      310.216980
      MARS
      0.273589
      0.265786
      0.046481
      (140, 8, 96, 115)
      outdisk
    

    

      2015-03-18 08:28:49.885260
      1145
      LINEAR linear_0011
      LINEAR 13,14 linear_0011
      15
      4.994077
      MUV
      1145
      disk
      -23.0568
      0.01
      ...
      900
      2015/208 Jul 27 19:23:22.00000UTC
      mvn_iuv_l1a_outdisk-orbit00900-muvdark_2015031...
      310.216980
      MARS
      0.287122
      0.279071
      0.044150
      (140, 8, 96, 115)
      outdisk
    

    

      2015-03-18 08:29:04.885270
      1145
      LINEAR linear_0011
      LINEAR 13,14 linear_0011
      15
      4.994077
      MUV
      1145
      disk
      -23.0568
      0.01
      ...
      900
      2015/208 Jul 27 19:23:22.00000UTC
      mvn_iuv_l1a_outdisk-orbit00900-muvdark_2015031...
      310.216980
      MARS
      0.284603
      0.278694
      0.045415
      (140, 8, 96, 115)
      outdisk
    

    

      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
    

    

      2015-07-31 09:01:46.805400
      1168
      LINEAR linear_0014
      LINEAR 13,14 linear_0014
      15
      4.899468
      MUV
      1168
      disk
      -23.6560
      1.00
      ...
      1628
      2015/227 Aug 15 02:14:59.00000UTC
      mvn_iuv_l1a_outdisk-orbit01628-muvdark_2015073...
      20.730314
      MARS
      0.286300
      0.278618
      0.049890
      (140, 8, 96, 115)
      outdisk
    

    

      2015-07-31 09:02:01.805420
      1168
      LINEAR linear_0014
      LINEAR 13,14 linear_0014
      15
      4.899468
      MUV
      1168
      disk
      -23.8058
      1.00
      ...
      1628
      2015/227 Aug 15 02:14:59.00000UTC
      mvn_iuv_l1a_outdisk-orbit01628-muvdark_2015073...
      20.730314
      MARS
      0.269280
      0.262993
      0.044151
      (140, 8, 96, 115)
      outdisk
    

    

      2015-08-01 11:13:44.119710
      1168
      LINEAR linear_0014
      LINEAR 13,14 linear_0014
      15
      4.899468
      MUV
      1168
      disk
      -23.8058
      1.00
      ...
      1634
      2015/227 Aug 15 02:19:17.00000UTC
      mvn_iuv_l1a_outdisk-orbit01634-muvdark_2015080...
      21.242508
      MARS
      0.280916
      0.272881
      0.044516
      (140, 8, 96, 115)
      outdisk
    

    

      2015-08-01 11:13:59.119720
      1168
      LINEAR linear_0014
      LINEAR 13,14 linear_0014
      15
      4.899468
      MUV
      1168
      disk
      -23.8058
      1.00
      ...
      1634
      2015/227 Aug 15 02:19:17.00000UTC
      mvn_iuv_l1a_outdisk-orbit01634-muvdark_2015080...
      21.242508
      MARS
      0.274880
      0.266994
      0.047420
      (140, 8, 96, 115)
      outdisk
    

    

      2015-08-02 22:09:35.338090
      1168
      LINEAR linear_0014
      LINEAR 13,14 linear_0014
      15
      4.893165
      MUV
      1168
      disk
      -23.8058
      1.00
      ...
      1642
      2015/227 Aug 15 02:25:59.00000UTC
      mvn_iuv_l1a_outdisk-orbit01642-muvdark_2015080...
      21.924328
      MARS
      0.273396
      0.265786
      0.042934
      (140, 8, 96, 115)
      outdisk
    

    

      2015-08-02 22:09:50.338100
      1168
      LINEAR linear_0014
      LINEAR 13,14 linear_0014
      15
      4.893165
      MUV
      1168
      disk
      -23.8058
      1.00
      ...
      1642
      2015/227 Aug 15 02:25:59.00000UTC
      mvn_iuv_l1a_outdisk-orbit01642-muvdark_2015080...
      21.924328
      MARS
      0.270391
      0.263295
      0.044142
      (140, 8, 96, 115)
      outdisk
    

    

      2015-08-03 15:37:28.739170
      1168
      LINEAR linear_0014
      LINEAR 13,14 linear_0014
      15
      4.886863
      MUV
      1168
      disk
      -23.8058
      1.00
      ...
      1646
      2015/227 Aug 15 02:30:05.00000UTC
      mvn_iuv_l1a_outdisk-orbit01646-muvdark_2015080...
      22.264767
      MARS
      0.276564
      0.270919
      0.044382
      (140, 8, 96, 115)
      outdisk
    

    

      2015-08-03 15:37:43.739180
      1168
      LINEAR linear_0014
      LINEAR 13,14 linear_0014
      15
      4.886863
      MUV
      1168
      disk
      -23.8058
      1.00
      ...
      1646
      2015/227 Aug 15 02:30:05.00000UTC
      mvn_iuv_l1a_outdisk-orbit01646-muvdark_2015080...
      22.264767
      MARS
      0.278678
      0.272881
      0.045348
      (140, 8, 96, 115)
      outdisk
    

    

      2015-08-04 09:05:30.391810
      1168
      LINEAR linear_0014
      LINEAR 13,14 linear_0014
      15
      4.880561
      MUV
      1168
      disk
      -23.9556
      1.00
      ...
      1650
      2015/227 Aug 15 02:34:05.00000UTC
      mvn_iuv_l1a_outdisk-orbit01650-muvdark_2015080...
      22.604948
      MARS
      0.277575
      0.269560
      0.044585
      (140, 8, 96, 115)
      outdisk
    

    

      2015-08-04 09:05:45.391830
      1168
      LINEAR linear_0014
      LINEAR 13,14 linear_0014
      15
      4.880561
      MUV
      1168
      disk
      -23.9556
      1.00
      ...
      1650
      2015/227 Aug 15 02:34:05.00000UTC
      mvn_iuv_l1a_outdisk-orbit01650-muvdark_2015080...
      22.604948
      MARS
      0.283405
      0.275448
      0.044783
      (140, 8, 96, 115)
      outdisk
    

    

      2015-08-05 02:33:14.363780
      1168
      LINEAR linear_0014
      LINEAR 13,14 linear_0014
      15
      4.899468
      MUV
      1168
      disk
      -23.8058
      1.00
      ...
      1654
      2015/227 Aug 15 02:36:15.00000UTC
      mvn_iuv_l1a_outdisk-orbit01654-muvdark_2015080...
      22.944733
      MARS
      0.280550
      0.272127
      0.045239
      (140, 8, 96, 115)
      outdisk
    

    

      2015-08-05 02:33:29.363790
      1168
      LINEAR linear_0014
      LINEAR 13,14 linear_0014
      15
      4.899468
      MUV
      1168
      disk
      -23.8058
      1.00
      ...
      1654
      2015/227 Aug 15 02:36:15.00000UTC
      mvn_iuv_l1a_outdisk-orbit01654-muvdark_2015080...
      22.944733
      MARS
      0.264695
      0.256879
      0.042329
      (140, 8, 96, 115)
      outdisk
    

    

      2015-08-05 20:01:12.759880
      1168
      LINEAR linear_0014
      LINEAR 13,14 linear_0014
      15
      4.886863
      MUV
      1168
      disk
      -23.8058
      1.00
      ...
      1658
      2015/227 Aug 15 02:39:55.00000UTC
      mvn_iuv_l1a_outdisk-orbit01658-muvdark_2015080...
      23.284298
      MARS
      0.285244
      0.276882
      0.044246
      (140, 8, 96, 115)
      outdisk
    

    

      2015-08-05 20:01:27.759890
      1168
      LINEAR linear_0014
      LINEAR 13,14 linear_0014
      15
      4.886863
      MUV
      1168
      disk
      -23.8058
      1.00
      ...
      1658
      2015/227 Aug 15 02:39:55.00000UTC
      mvn_iuv_l1a_outdisk-orbit01658-muvdark_2015080...
      23.284298
      MARS
      0.262809
      0.254464
      0.043954
      (140, 8, 96, 115)
      outdisk
    

    

      2015-08-06 13:29:07.155970
      1168
      LINEAR linear_0014
      LINEAR 13,14 linear_0014
      15
      4.874260
      MUV
      1168
      disk
      -23.6560
      1.00
      ...
      1662
      2015/227 Aug 15 02:43:45.00000UTC
      mvn_iuv_l1a_outdisk-orbit01662-muvdark_2015080...
      23.623545
      MARS
      0.283734
      0.277033
      0.045009
      (140, 8, 96, 115)
      outdisk
    

    

      2015-08-06 13:29:22.155980
      1168
      LINEAR linear_0014
      LINEAR 13,14 linear_0014
      15
      4.874260
      MUV
      1168
      disk
      -23.8058
      1.00
      ...
      1662
      2015/227 Aug 15 02:43:45.00000UTC
      mvn_iuv_l1a_outdisk-orbit01662-muvdark_2015080...
      23.623545
      MARS
      0.275166
      0.267522
      0.044902
      (140, 8, 96, 115)
      outdisk
    

    

      2015-08-07 06:57:03.048110
      1168
      LINEAR linear_0014
      LINEAR 13,14 linear_0014
      15
      4.893165
      MUV
      1168
      disk
      -23.8058
      1.00
      ...
      1666
      2015/227 Aug 15 02:47:15.00000UTC
      mvn_iuv_l1a_outdisk-orbit01666-muvdark_2015080...
      23.962503
      MARS
      0.291146
      0.281562
      0.044339
      (140, 8, 96, 115)
      outdisk
    

    

      2015-08-07 06:57:18.048120
      1168
      LINEAR linear_0014
      LINEAR 13,14 linear_0014
      15
      4.893165
      MUV
      1168
      disk
      -23.8058
      1.00
      ...
      1666
      2015/227 Aug 15 02:47:15.00000UTC
      mvn_iuv_l1a_outdisk-orbit01666-muvdark_2015080...
      23.962503
      MARS
      0.271494
      0.264880
      0.044387
      (140, 8, 96, 115)
      outdisk
    

    

      2015-08-08 09:08:40.831420
      1168
      LINEAR linear_0014
      LINEAR 13,14 linear_0014
      15
      4.880561
      MUV
      1168
      disk
      -23.8058
      1.00
      ...
      1672
      2015/227 Aug 15 02:51:39.00000UTC
      mvn_iuv_l1a_outdisk-orbit01672-muvdark_2015080...
      24.470308
      MARS
      0.277495
      0.270692
      0.045312
      (140, 8, 96, 115)
      outdisk
    

    

      2015-08-08 09:08:55.831440
      1168
      LINEAR linear_0014
      LINEAR 13,14 linear_0014
      15
      4.880561
      MUV
      1168
      disk
      -23.8058
      1.00
      ...
      1672
      2015/227 Aug 15 02:51:39.00000UTC
      mvn_iuv_l1a_outdisk-orbit01672-muvdark_2015080...
      24.470308
      MARS
      0.275910
      0.271749
      0.045855
      (140, 8, 96, 115)
      outdisk
    

    

      2015-08-09 02:36:20.973030
      1168
      LINEAR linear_0014
      LINEAR 13,14 linear_0014
      15
      4.861658
      MUV
      1168
      disk
      -23.8058
      1.00
      ...
      1676
      2015/227 Aug 15 02:55:21.00000UTC
      mvn_iuv_l1a_outdisk-orbit01676-muvdark_2015080...
      24.808456
      MARS
      0.293732
      0.287752
      0.045684
      (140, 8, 96, 115)
      outdisk
    

    

      2015-08-09 02:36:35.973050
      1168
      LINEAR linear_0014
      LINEAR 13,14 linear_0014
      15
      4.861658
      MUV
      1168
      disk
      -23.6560
      1.00
      ...
      1676
      2015/227 Aug 15 02:55:21.00000UTC
      mvn_iuv_l1a_outdisk-orbit01676-muvdark_2015080...
      24.808456
      MARS
      0.272160
      0.262389
      0.054927
      (140, 8, 96, 115)
      outdisk
    

    

      2015-08-09 20:04:03.603630
      1168
      LINEAR linear_0014
      LINEAR 13,14 linear_0014
      15
      4.861658
      MUV
      1168
      disk
      -23.9556
      1.00
      ...
      1680
      2015/227 Aug 15 02:59:34.00000UTC
      mvn_iuv_l1a_outdisk-orbit01680-muvdark_2015080...
      25.146330
      MARS
      0.282969
      0.275750
      0.045176
      (140, 8, 96, 115)
      outdisk
    

    

      2015-08-09 20:04:18.603640
      1168
      LINEAR linear_0014
      LINEAR 13,14 linear_0014
      15
      4.861658
      MUV
      1168
      disk
      -23.8058
      1.00
      ...
      1680
      2015/227 Aug 15 02:59:34.00000UTC
      mvn_iuv_l1a_outdisk-orbit01680-muvdark_2015080...
      25.146330
      MARS
      0.277051
      0.268956
      0.051991
      (140, 8, 96, 115)
      outdisk
    

    

      2015-08-10 13:31:45.485780
      1168
      LINEAR linear_0014
      LINEAR 13,14 linear_0014
      15
      4.849059
      MUV
      1168
      disk
      -23.8058
      1.00
      ...
      1684
      2015/227 Aug 15 03:03:45.00000UTC
      mvn_iuv_l1a_outdisk-orbit01684-muvdark_2015081...
      25.483913
      MARS
      0.279507
      0.271598
      0.046828
      (140, 8, 96, 115)
      outdisk
    

    

      2015-08-10 13:32:00.485790
      1168
      LINEAR linear_0014
      LINEAR 13,14 linear_0014
      15
      4.849059
      MUV
      1168
      disk
      -23.9556
      1.00
      ...
      1684
      2015/227 Aug 15 03:03:45.00000UTC
      mvn_iuv_l1a_outdisk-orbit01684-muvdark_2015081...
      25.483913
      MARS
      0.277062
      0.266012
      0.065724
      (140, 8, 96, 115)
      outdisk
    

    

      2015-08-11 06:59:23.362940
      1168
      LINEAR linear_0014
      LINEAR 13,14 linear_0014
      15
      4.830165
      MUV
      1168
      disk
      -23.8058
      1.00
      ...
      1688
      2015/227 Aug 15 03:07:51.00000UTC
      mvn_iuv_l1a_outdisk-orbit01688-muvdark_2015081...
      25.821190
      MARS
      0.300453
      0.285336
      0.206381
      (140, 8, 96, 115)
      outdisk
    

    

      2015-08-11 06:59:38.362950
      1168
      LINEAR linear_0014
      LINEAR 13,14 linear_0014
      15
      4.830165
      MUV
      1168
      disk
      -23.8058
      1.00
      ...
      1688
      2015/227 Aug 15 03:07:51.00000UTC
      mvn_iuv_l1a_outdisk-orbit01688-muvdark_2015081...
      25.821190
      MARS
      0.273599
      0.265710
      0.045281
      (140, 8, 96, 115)
      outdisk
    

    

      2015-08-12 09:10:39.635220
      1168
      LINEAR linear_0014
      LINEAR 13,14 linear_0014
      15
      4.748343
      MUV
      1168
      disk
      -23.8058
      1.00
      ...
      1694
      2015/227 Aug 15 03:11:59.00000UTC
      mvn_iuv_l1a_outdisk-orbit01694-muvdark_2015081...
      26.326525
      MARS
      0.294047
      0.283977
      0.046752
      (140, 8, 96, 115)
      outdisk
    

    

      2015-08-12 09:10:54.635230
      1168
      LINEAR linear_0014
      LINEAR 13,14 linear_0014
      15
      4.748343
      MUV
      1168
      disk
      -23.8058
      1.00
      ...
      1694
      2015/227 Aug 15 03:11:59.00000UTC
      mvn_iuv_l1a_outdisk-orbit01694-muvdark_2015081...
      26.326525
      MARS
      0.255966
      0.248802
      0.043373
      (140, 8, 96, 115)
      outdisk
    

  



472 rows × 35 columns



















In [ ]:



    






    











In [32]:



    


df[df.CHANNEL=='FUV'].reindex(newind, method='nearest', tolerance='0.5 second').dropna()



    


















    
Out[32]:










  
    

      
      ANC_SVN_REVISION
      BIN_PATTERN_INDEX
      BIN_TBL
      CADENCE
      CASE_TEMP
      CHANNEL
      CODE_SVN_REVISION
      COLLECTION_ID
      DET_TEMP
      DUTY_CYCLE
      ...
      ORBIT_NUMBER
      PROCESS
      PRODUCT_ID
      SOLAR_LONGITUDE
      TARGET_NAME
      mean
      median
      std
      BINNING_SET
      activity
    

  
  
    

      2015-01-01 00:20:04
      1141
      LINEAR linear_0006
      LINEAR 15,16 linear_0006
      15.0
      5.044584
      FUV
      1141
      disk
      -19.3867
      1
      ...
      497
      2015/203 Jul 22 20:31:37.00000UTC
      mvn_iuv_l1a_apoapse-orbit00497-fuvdark_2015010...
      263.506836
      MARS
      0.373513
      0.354177
      0.094435
      (0, 4, 89, 80)
      apoapse
    

    

      2015-01-01 00:20:19
      1141
      LINEAR linear_0006
      LINEAR 15,16 linear_0006
      15.0
      5.044584
      FUV
      1141
      disk
      -19.4616
      1
      ...
      497
      2015/203 Jul 22 20:31:37.00000UTC
      mvn_iuv_l1a_apoapse-orbit00497-fuvdark_2015010...
      263.506836
      MARS
      0.337646
      0.319888
      0.088610
      (0, 4, 89, 80)
      apoapse
    

    

      2015-01-01 03:13:22
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.855359
      FUV
      1141
      limb
      -20.4353
      1
      ...
      498
      2015/203 Jul 22 20:32:16.00000UTC
      mvn_iuv_l1a_periapse-orbit00498-fuvdark_201501...
      263.582947
      MARS
      0.571342
      0.556428
      0.132053
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 03:13:27
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.855359
      FUV
      1141
      limb
      -20.5102
      1
      ...
      498
      2015/203 Jul 22 20:32:16.00000UTC
      mvn_iuv_l1a_periapse-orbit00498-fuvdark_201501...
      263.582947
      MARS
      0.509673
      0.494575
      0.126925
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 03:13:40
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.849059
      FUV
      1141
      limb
      -20.5102
      1
      ...
      498
      2015/203 Jul 22 20:32:18.00000UTC
      mvn_iuv_l1a_periapse-orbit00498-fuvdark_201501...
      263.583069
      MARS
      0.539798
      0.528219
      0.131290
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 03:13:44
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.849059
      FUV
      1141
      limb
      -20.4353
      1
      ...
      498
      2015/203 Jul 22 20:32:18.00000UTC
      mvn_iuv_l1a_periapse-orbit00498-fuvdark_201501...
      263.583069
      MARS
      0.496077
      0.477236
      0.128544
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 03:13:49
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.849059
      FUV
      1141
      limb
      -20.5102
      1
      ...
      498
      2015/203 Jul 22 20:32:18.00000UTC
      mvn_iuv_l1a_periapse-orbit00498-fuvdark_201501...
      263.583069
      MARS
      0.535675
      0.518644
      0.131181
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 03:13:54
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.849059
      FUV
      1141
      limb
      -20.4353
      1
      ...
      498
      2015/203 Jul 22 20:32:18.00000UTC
      mvn_iuv_l1a_periapse-orbit00498-fuvdark_201501...
      263.583069
      MARS
      0.522510
      0.506739
      0.125528
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 03:13:59
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.849059
      FUV
      1141
      limb
      -20.3604
      1
      ...
      498
      2015/203 Jul 22 20:32:18.00000UTC
      mvn_iuv_l1a_periapse-orbit00498-fuvdark_201501...
      263.583069
      MARS
      0.476635
      0.459379
      0.125628
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 03:14:04
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.849059
      FUV
      1141
      limb
      -20.4353
      1
      ...
      498
      2015/203 Jul 22 20:32:18.00000UTC
      mvn_iuv_l1a_periapse-orbit00498-fuvdark_201501...
      263.583069
      MARS
      0.524106
      0.501822
      0.132672
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 03:14:08
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.849059
      FUV
      1141
      limb
      -20.4353
      1
      ...
      498
      2015/203 Jul 22 20:32:18.00000UTC
      mvn_iuv_l1a_periapse-orbit00498-fuvdark_201501...
      263.583069
      MARS
      0.526785
      0.503633
      0.220018
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 03:14:13
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.849059
      FUV
      1141
      limb
      -20.4353
      1
      ...
      498
      2015/203 Jul 22 20:32:18.00000UTC
      mvn_iuv_l1a_periapse-orbit00498-fuvdark_201501...
      263.583069
      MARS
      0.469022
      0.449803
      0.118687
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 03:14:18
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.849059
      FUV
      1141
      limb
      -20.4353
      1
      ...
      498
      2015/203 Jul 22 20:32:18.00000UTC
      mvn_iuv_l1a_periapse-orbit00498-fuvdark_201501...
      263.583069
      MARS
      0.516653
      0.502598
      0.133506
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 03:14:23
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.849059
      FUV
      1141
      limb
      -20.4353
      1
      ...
      498
      2015/203 Jul 22 20:32:18.00000UTC
      mvn_iuv_l1a_periapse-orbit00498-fuvdark_201501...
      263.583069
      MARS
      0.515822
      0.496904
      0.132110
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 03:14:28
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.849059
      FUV
      1141
      limb
      -20.3604
      1
      ...
      498
      2015/203 Jul 22 20:32:18.00000UTC
      mvn_iuv_l1a_periapse-orbit00498-fuvdark_201501...
      263.583069
      MARS
      0.511717
      0.494834
      0.131107
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 03:14:32
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.849059
      FUV
      1141
      limb
      -20.4353
      1
      ...
      498
      2015/203 Jul 22 20:32:18.00000UTC
      mvn_iuv_l1a_periapse-orbit00498-fuvdark_201501...
      263.583069
      MARS
      0.484852
      0.469472
      0.129343
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 03:14:37
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.849059
      FUV
      1141
      limb
      -20.3604
      1
      ...
      498
      2015/203 Jul 22 20:32:18.00000UTC
      mvn_iuv_l1a_periapse-orbit00498-fuvdark_201501...
      263.583069
      MARS
      0.527716
      0.512432
      0.130310
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 03:14:42
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.849059
      FUV
      1141
      limb
      -20.4353
      1
      ...
      498
      2015/203 Jul 22 20:32:18.00000UTC
      mvn_iuv_l1a_periapse-orbit00498-fuvdark_201501...
      263.583069
      MARS
      0.486654
      0.464813
      0.127952
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 03:14:47
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.849059
      FUV
      1141
      limb
      -20.4353
      1
      ...
      498
      2015/203 Jul 22 20:32:18.00000UTC
      mvn_iuv_l1a_periapse-orbit00498-fuvdark_201501...
      263.583069
      MARS
      0.524919
      0.510103
      0.127110
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 03:14:52
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.849059
      FUV
      1141
      limb
      -20.4353
      1
      ...
      498
      2015/203 Jul 22 20:32:18.00000UTC
      mvn_iuv_l1a_periapse-orbit00498-fuvdark_201501...
      263.583069
      MARS
      0.494811
      0.478012
      0.124460
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 03:14:56
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.849059
      FUV
      1141
      limb
      -20.4353
      1
      ...
      498
      2015/203 Jul 22 20:32:18.00000UTC
      mvn_iuv_l1a_periapse-orbit00498-fuvdark_201501...
      263.583069
      MARS
      0.520366
      0.503116
      0.141542
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 03:15:01
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.849059
      FUV
      1141
      limb
      -20.3604
      1
      ...
      498
      2015/203 Jul 22 20:32:18.00000UTC
      mvn_iuv_l1a_periapse-orbit00498-fuvdark_201501...
      263.583069
      MARS
      0.512159
      0.494575
      0.127555
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 03:15:06
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.849059
      FUV
      1141
      limb
      -20.5102
      1
      ...
      498
      2015/203 Jul 22 20:32:18.00000UTC
      mvn_iuv_l1a_periapse-orbit00498-fuvdark_201501...
      263.583069
      MARS
      0.522668
      0.506221
      0.130657
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 03:15:11
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.849059
      FUV
      1141
      limb
      -20.4353
      1
      ...
      498
      2015/203 Jul 22 20:32:18.00000UTC
      mvn_iuv_l1a_periapse-orbit00498-fuvdark_201501...
      263.583069
      MARS
      0.494344
      0.474130
      0.128327
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 03:15:16
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.849059
      FUV
      1141
      limb
      -20.0608
      1
      ...
      498
      2015/203 Jul 22 20:32:18.00000UTC
      mvn_iuv_l1a_periapse-orbit00498-fuvdark_201501...
      263.583069
      MARS
      0.520924
      0.506998
      0.131260
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 03:15:26
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.855359
      FUV
      1141
      limb
      -20.4353
      1
      ...
      498
      2015/203 Jul 22 20:32:20.00000UTC
      mvn_iuv_l1a_periapse-orbit00498-fuvdark_201501...
      263.583862
      MARS
      0.459113
      0.442557
      0.125964
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 03:15:30
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.855359
      FUV
      1141
      limb
      -20.4353
      1
      ...
      498
      2015/203 Jul 22 20:32:20.00000UTC
      mvn_iuv_l1a_periapse-orbit00498-fuvdark_201501...
      263.583862
      MARS
      0.501048
      0.483964
      0.125897
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 03:15:35
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.855359
      FUV
      1141
      limb
      -20.5102
      1
      ...
      498
      2015/203 Jul 22 20:32:20.00000UTC
      mvn_iuv_l1a_periapse-orbit00498-fuvdark_201501...
      263.583862
      MARS
      0.505558
      0.489917
      0.126173
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 03:15:40
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.855359
      FUV
      1141
      limb
      -20.5102
      1
      ...
      498
      2015/203 Jul 22 20:32:20.00000UTC
      mvn_iuv_l1a_periapse-orbit00498-fuvdark_201501...
      263.583862
      MARS
      0.487165
      0.468954
      0.130470
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 03:15:45
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.855359
      FUV
      1141
      limb
      -20.5102
      1
      ...
      498
      2015/203 Jul 22 20:32:20.00000UTC
      mvn_iuv_l1a_periapse-orbit00498-fuvdark_201501...
      263.583862
      MARS
      0.473506
      0.457049
      0.124312
      (0, 4, 89, 115)
      periapse
    

    

      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
    

    

      2015-01-01 21:35:41
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.842761
      FUV
      1141
      limb
      -20.4353
      1
      ...
      502
      2015/203 Jul 22 20:36:38.00000UTC
      mvn_iuv_l1a_periapse-orbit00502-fuvdark_201501...
      264.066437
      MARS
      0.512423
      0.496387
      0.127878
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 21:35:46
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.842761
      FUV
      1141
      limb
      -20.3604
      1
      ...
      502
      2015/203 Jul 22 20:36:38.00000UTC
      mvn_iuv_l1a_periapse-orbit00502-fuvdark_201501...
      264.066437
      MARS
      0.518853
      0.503892
      0.123366
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 21:35:51
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.842761
      FUV
      1141
      limb
      -20.4353
      1
      ...
      502
      2015/203 Jul 22 20:36:38.00000UTC
      mvn_iuv_l1a_periapse-orbit00502-fuvdark_201501...
      264.066437
      MARS
      0.508469
      0.494575
      0.122917
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 21:35:56
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.842761
      FUV
      1141
      limb
      -20.3604
      1
      ...
      502
      2015/203 Jul 22 20:36:38.00000UTC
      mvn_iuv_l1a_periapse-orbit00502-fuvdark_201501...
      264.066437
      MARS
      0.500099
      0.481635
      0.142032
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 21:36:00
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.842761
      FUV
      1141
      limb
      -20.5102
      1
      ...
      502
      2015/203 Jul 22 20:36:38.00000UTC
      mvn_iuv_l1a_periapse-orbit00502-fuvdark_201501...
      264.066437
      MARS
      0.533371
      0.518644
      0.134899
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 21:36:05
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.842761
      FUV
      1141
      limb
      -20.5102
      1
      ...
      502
      2015/203 Jul 22 20:36:38.00000UTC
      mvn_iuv_l1a_periapse-orbit00502-fuvdark_201501...
      264.066437
      MARS
      0.551917
      0.537536
      0.132781
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 21:36:10
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.842761
      FUV
      1141
      limb
      -20.3604
      1
      ...
      502
      2015/203 Jul 22 20:36:38.00000UTC
      mvn_iuv_l1a_periapse-orbit00502-fuvdark_201501...
      264.066437
      MARS
      0.523813
      0.502598
      0.197807
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 21:36:20
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.830165
      FUV
      1141
      limb
      -20.3604
      1
      ...
      502
      2015/203 Jul 22 20:36:40.00000UTC
      mvn_iuv_l1a_periapse-orbit00502-fuvdark_201501...
      264.067200
      MARS
      0.532864
      0.516056
      0.130837
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 21:36:24
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.830165
      FUV
      1141
      limb
      -20.4353
      1
      ...
      502
      2015/203 Jul 22 20:36:40.00000UTC
      mvn_iuv_l1a_periapse-orbit00502-fuvdark_201501...
      264.067200
      MARS
      0.488513
      0.468954
      0.250580
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 21:36:29
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.830165
      FUV
      1141
      limb
      -20.5102
      1
      ...
      502
      2015/203 Jul 22 20:36:40.00000UTC
      mvn_iuv_l1a_periapse-orbit00502-fuvdark_201501...
      264.067200
      MARS
      0.518006
      0.503116
      0.123345
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 21:36:34
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.830165
      FUV
      1141
      limb
      -20.5102
      1
      ...
      502
      2015/203 Jul 22 20:36:40.00000UTC
      mvn_iuv_l1a_periapse-orbit00502-fuvdark_201501...
      264.067200
      MARS
      0.484303
      0.467143
      0.127496
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 21:36:39
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.830165
      FUV
      1141
      limb
      -20.4353
      1
      ...
      502
      2015/203 Jul 22 20:36:40.00000UTC
      mvn_iuv_l1a_periapse-orbit00502-fuvdark_201501...
      264.067200
      MARS
      0.498550
      0.479047
      0.122959
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 21:36:44
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.830165
      FUV
      1141
      limb
      -20.5102
      1
      ...
      502
      2015/203 Jul 22 20:36:40.00000UTC
      mvn_iuv_l1a_periapse-orbit00502-fuvdark_201501...
      264.067200
      MARS
      0.499342
      0.479824
      0.127139
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 21:36:48
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.830165
      FUV
      1141
      limb
      -20.5851
      1
      ...
      502
      2015/203 Jul 22 20:36:40.00000UTC
      mvn_iuv_l1a_periapse-orbit00502-fuvdark_201501...
      264.067200
      MARS
      0.512377
      0.503116
      0.125167
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 21:36:53
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.830165
      FUV
      1141
      limb
      -20.5102
      1
      ...
      502
      2015/203 Jul 22 20:36:40.00000UTC
      mvn_iuv_l1a_periapse-orbit00502-fuvdark_201501...
      264.067200
      MARS
      0.516722
      0.503374
      0.126310
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 21:36:58
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.830165
      FUV
      1141
      limb
      -20.4353
      1
      ...
      502
      2015/203 Jul 22 20:36:40.00000UTC
      mvn_iuv_l1a_periapse-orbit00502-fuvdark_201501...
      264.067200
      MARS
      0.473924
      0.458085
      0.126590
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 21:37:03
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.830165
      FUV
      1141
      limb
      -20.5102
      1
      ...
      502
      2015/203 Jul 22 20:36:40.00000UTC
      mvn_iuv_l1a_periapse-orbit00502-fuvdark_201501...
      264.067200
      MARS
      0.509037
      0.491728
      0.128590
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 21:37:08
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.830165
      FUV
      1141
      limb
      -20.3604
      1
      ...
      502
      2015/203 Jul 22 20:36:40.00000UTC
      mvn_iuv_l1a_periapse-orbit00502-fuvdark_201501...
      264.067200
      MARS
      0.483975
      0.468437
      0.124763
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 21:37:12
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.830165
      FUV
      1141
      limb
      -20.4353
      1
      ...
      502
      2015/203 Jul 22 20:36:40.00000UTC
      mvn_iuv_l1a_periapse-orbit00502-fuvdark_201501...
      264.067200
      MARS
      0.529303
      0.509327
      0.130900
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 21:37:17
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.830165
      FUV
      1141
      limb
      -20.3604
      1
      ...
      502
      2015/203 Jul 22 20:36:40.00000UTC
      mvn_iuv_l1a_periapse-orbit00502-fuvdark_201501...
      264.067200
      MARS
      0.500576
      0.481118
      0.126732
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 21:37:22
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.830165
      FUV
      1141
      limb
      -20.5102
      1
      ...
      502
      2015/203 Jul 22 20:36:40.00000UTC
      mvn_iuv_l1a_periapse-orbit00502-fuvdark_201501...
      264.067200
      MARS
      0.460541
      0.443074
      0.125336
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 21:37:27
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.830165
      FUV
      1141
      limb
      -20.5102
      1
      ...
      502
      2015/203 Jul 22 20:36:40.00000UTC
      mvn_iuv_l1a_periapse-orbit00502-fuvdark_201501...
      264.067200
      MARS
      0.548409
      0.526925
      0.146438
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 21:37:32
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.830165
      FUV
      1141
      limb
      -20.4353
      1
      ...
      502
      2015/203 Jul 22 20:36:40.00000UTC
      mvn_iuv_l1a_periapse-orbit00502-fuvdark_201501...
      264.067200
      MARS
      0.494863
      0.471542
      0.140489
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 21:37:36
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.830165
      FUV
      1141
      limb
      -20.4353
      1
      ...
      502
      2015/203 Jul 22 20:36:40.00000UTC
      mvn_iuv_l1a_periapse-orbit00502-fuvdark_201501...
      264.067200
      MARS
      0.529045
      0.497940
      0.167874
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 21:37:41
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.830165
      FUV
      1141
      limb
      -20.4353
      1
      ...
      502
      2015/203 Jul 22 20:36:40.00000UTC
      mvn_iuv_l1a_periapse-orbit00502-fuvdark_201501...
      264.067200
      MARS
      0.535570
      0.517608
      0.143703
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 21:37:46
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.830165
      FUV
      1141
      limb
      -20.5102
      1
      ...
      502
      2015/203 Jul 22 20:36:40.00000UTC
      mvn_iuv_l1a_periapse-orbit00502-fuvdark_201501...
      264.067200
      MARS
      0.518056
      0.497422
      0.132298
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 21:37:51
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.830165
      FUV
      1141
      limb
      -20.3604
      1
      ...
      502
      2015/203 Jul 22 20:36:40.00000UTC
      mvn_iuv_l1a_periapse-orbit00502-fuvdark_201501...
      264.067200
      MARS
      0.532756
      0.513468
      0.140263
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 21:37:56
      1141
      LINEAR linear_0006
      LINEAR 5,6 linear_0006
      4.8
      4.830165
      FUV
      1141
      limb
      -20.5102
      1
      ...
      502
      2015/203 Jul 22 20:36:40.00000UTC
      mvn_iuv_l1a_periapse-orbit00502-fuvdark_201501...
      264.067200
      MARS
      0.535489
      0.517091
      0.134681
      (0, 4, 89, 115)
      periapse
    

    

      2015-01-01 23:13:59
      1141
      LINEAR linear_0006
      LINEAR 15,16 linear_0006
      15.0
      5.202645
      FUV
      1141
      disk
      -19.1620
      1
      ...
      502
      2015/203 Jul 22 20:37:16.00000UTC
      mvn_iuv_l1a_apoapse-orbit00502-fuvdark_2015010...
      264.110077
      MARS
      0.340867
      0.319888
      0.092653
      (0, 4, 89, 80)
      apoapse
    

    

      2015-01-01 23:14:14
      1141
      LINEAR linear_0006
      LINEAR 15,16 linear_0006
      15.0
      5.202645
      FUV
      1141
      disk
      -19.0871
      1
      ...
      502
      2015/203 Jul 22 20:37:16.00000UTC
      mvn_iuv_l1a_apoapse-orbit00502-fuvdark_2015010...
      264.110077
      MARS
      0.337751
      0.318369
      0.092121
      (0, 4, 89, 80)
      apoapse
    

  



213 rows × 35 columns



















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Content source: michaelaye/iuvs

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