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Using get_filter_data (gfd) module

Use this to fetch filter data from SVO Filter Profile Service (FPS) as parsed VOTable (specifically Table element in parsed VOTable tree). It can be further converted into any presentable table format (like Pandas dataframe) to use the data.





In [1]:



    


import wsynphot.io.get_filter_data as gfd
import numpy as np
import pandas as pd



    


















    






[py.warnings         ][WARNING]  /home/jpolygon/miniconda3/envs/sktest2/lib/python3.6/site-packages/tqdm/autonotebook/__init__.py:14: TqdmExperimentalWarning: Using `tqdm.autonotebook.tqdm` in notebook mode. Use `tqdm.tqdm` instead to force console mode (e.g. in jupyter console)
  " (e.g. in jupyter console)", TqdmExperimentalWarning)
 (warnings.py:99)

















In [2]:



    


# A utility fuction to convert byte strings to normal literal strings
def byte_to_literal_strings(dataframe):
    # Select the str columns:
    str_df = dataframe.select_dtypes([np.object])
    
    if not str_df.empty:
        # Convert all of them into unicode strings
        str_df = str_df.stack().str.decode('utf-8').unstack()
        # Swap out converted cols with the original df cols
        for col in str_df:
            dataframe[col] = str_df[col]
    
    return dataframe

Get index (master list) of all Filters





In [3]:



    


table = gfd.get_filter_index()
index = table.to_table().to_pandas()
byte_to_literal_strings(index)  # since strings (np.dtype=object) appear as byte strings



    


















    






[py.warnings         ][WARNING]  /home/jpolygon/miniconda3/envs/sktest2/lib/python3.6/site-packages/astropy/io/votable/tree.py:3369: W42: None:2:0: W42: No XML namespace specified
  vo_warn(W42, (), config, pos)
 (warnings.py:99)
[WARNING] [py.warnings         ] /home/jpolygon/miniconda3/envs/sktest2/lib/python3.6/site-packages/astropy/io/votable/tree.py:3369: W42: None:2:0: W42: No XML namespace specified
  vo_warn(W42, (), config, pos)
 (warnings.py:99)










    
Out[3]:











  
    

      
      FilterProfileService
      filterID
      WavelengthUnit
      WavelengthUCD
      PhotSystem
      DetectorType
      Band
      Instrument
      Facility
      ProfileReference
      ...
      WavelengthPhot
      FWHM
      PhotCalID
      MagSys
      ZeroPoint
      ZeroPointUnit
      Mag0
      ZeroPointType
      AsinhSoft
      TrasmissionCurve
    

  
  
    

      0
      ivo://svo/fps
      IUE/IUE.1250-1300
      Angstrom
      em.wl
      IUE
      0
      
      
      IUE
      
      ...
      1.284802e+03
      5.100000e+01
      IUE/IUE.1250-1300/Vega
      Vega
      78.500328
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      1
      ivo://svo/fps
      HST/ACS_SBC.F122M
      Angstrom
      em.wl
      ACS_SBC
      0
      
      ACS
      HST
      http://www.stsci.edu/hst/acs/analysis/zeropoints
      ...
      1.415624e+03
      1.035811e+02
      HST/ACS_SBC.F122M/Vega
      Vega
      114.341072
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      2
      ivo://svo/fps
      TD1/SPEC.F1360
      Angstrom
      em.wl
      TD1
      0
      
      TD1
      TD1
      http://adsabs.harvard.edu/abs/1976A%26A....49....
      ...
      1.360629e+03
      3.493550e+01
      TD1/SPEC.F1360/Vega
      Vega
      305.763611
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      3
      ivo://svo/fps
      TD1/SPEC.F1380
      Angstrom
      em.wl
      TD1
      0
      
      TD1
      TD1
      http://adsabs.harvard.edu/abs/1976A%26A....49....
      ...
      1.380699e+03
      3.493550e+01
      TD1/SPEC.F1380/Vega
      Vega
      333.016724
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      4
      ivo://svo/fps
      TD1/TD1.140
      Angstrom
      em.wl
      TD1
      0
      
      TD1
      TD1
      
      ...
      1.403559e+03
      1.000010e+02
      TD1/TD1.140/Vega
      Vega
      368.054199
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      5
      ivo://svo/fps
      TD1/NARROW1.1400
      Angstrom
      em.wl
      TD1
      0
      
      TD1
      TD1
      http://ulisse.pd.astro.it/Astro/ADPS/ADPS2/Fil...
      ...
      1.403563e+03
      1.000000e+02
      TD1/NARROW1.1400/Vega
      Vega
      368.077026
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      6
      ivo://svo/fps
      TD1/SPEC.F1400
      Angstrom
      em.wl
      TD1
      0
      
      TD1
      TD1
      http://adsabs.harvard.edu/abs/1976A%26A....49....
      ...
      1.400882e+03
      3.493550e+01
      TD1/SPEC.F1400/Vega
      Vega
      365.678650
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      7
      ivo://svo/fps
      TD1/SPEC.F1420
      Angstrom
      em.wl
      TD1
      0
      
      TD1
      TD1
      http://adsabs.harvard.edu/abs/1976A%26A....49....
      ...
      1.420684e+03
      3.493550e+01
      TD1/SPEC.F1420/Vega
      Vega
      404.690247
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      8
      ivo://svo/fps
      HST/ACS_SBC.F115LP
      Angstrom
      em.wl
      ACS_SBC
      0
      
      ACS
      HST
      http://www.stsci.edu/hst/acs/analysis/zeropoints
      ...
      1.522224e+03
      3.768554e+02
      HST/ACS_SBC.F115LP/Vega
      Vega
      343.100098
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      9
      ivo://svo/fps
      TD1/SPEC.F1440
      Angstrom
      em.wl
      TD1
      0
      
      TD1
      TD1
      http://adsabs.harvard.edu/abs/1976A%26A....49....
      ...
      1.440709e+03
      3.493550e+01
      TD1/SPEC.F1440/Vega
      Vega
      442.357727
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      10
      ivo://svo/fps
      TD1/TD1.146
      Angstrom
      em.wl
      TD1
      0
      
      TD1
      TD1
      
      ...
      1.457379e+03
      1.100010e+02
      TD1/TD1.146/Vega
      Vega
      455.833679
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      11
      ivo://svo/fps
      TD1/NARROW2.1455
      Angstrom
      em.wl
      TD1
      0
      
      TD1
      TD1
      http://ulisse.pd.astro.it/Astro/ADPS/ADPS2/Fil...
      ...
      1.457380e+03
      1.100000e+02
      TD1/NARROW2.1455/Vega
      Vega
      455.819611
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      12
      ivo://svo/fps
      HST/ACS_SBC.PR110L
      Angstrom
      em.wl
      ACS_SBC
      0
      
      ACS
      HST
      http://www.stsci.edu/hst/acs/analysis/zeropoints
      ...
      1.528501e+03
      3.863476e+02
      HST/ACS_SBC.PR110L/Vega
      Vega
      376.796417
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      13
      ivo://svo/fps
      TD1/SPEC.F1460
      Angstrom
      em.wl
      TD1
      0
      
      TD1
      TD1
      http://adsabs.harvard.edu/abs/1976A%26A....49....
      ...
      1.460012e+03
      3.493550e+01
      TD1/SPEC.F1460/Vega
      Vega
      465.783966
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      14
      ivo://svo/fps
      HST/ACS_SBC.F125LP
      Angstrom
      em.wl
      ACS_SBC
      0
      
      ACS
      HST
      http://www.stsci.edu/hst/acs/analysis/zeropoints
      ...
      1.521558e+03
      3.389823e+02
      HST/ACS_SBC.F125LP/Vega
      Vega
      387.348114
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      15
      ivo://svo/fps
      HST/ACS_SBC.PR130L
      Angstrom
      em.wl
      ACS_SBC
      0
      
      ACS
      HST
      http://www.stsci.edu/hst/acs/analysis/zeropoints
      ...
      1.523507e+03
      3.388215e+02
      HST/ACS_SBC.PR130L/Vega
      Vega
      388.584412
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      16
      ivo://svo/fps
      IUE/IUE.1450-1500
      Angstrom
      em.wl
      IUE
      0
      
      
      IUE
      
      ...
      1.475382e+03
      5.100000e+01
      IUE/IUE.1450-1500/Vega
      Vega
      484.238220
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      17
      ivo://svo/fps
      TD1/SPEC.F1480
      Angstrom
      em.wl
      TD1
      0
      
      TD1
      TD1
      http://adsabs.harvard.edu/abs/1976A%26A....49....
      ...
      1.480555e+03
      3.493550e+01
      TD1/SPEC.F1480/Vega
      Vega
      481.924133
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      18
      ivo://svo/fps
      Astrosat/UVIT.F148W
      Angstrom
      em.wl
      UVIT
      0
      
      UVIT
      Astrosat
      http://uvit.iiap.res.in/Instrument/Filters
      ...
      1.537395e+03
      4.890270e+02
      Astrosat/UVIT.F148W/Vega
      Vega
      445.547974
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      19
      ivo://svo/fps
      Astrosat/UVIT.F148Wa
      Angstrom
      em.wl
      UVIT
      0
      
      UVIT
      Astrosat
      http://uvit.iiap.res.in/Instrument/Filters
      ...
      1.541436e+03
      4.879972e+02
      Astrosat/UVIT.F148Wa/Vega
      Vega
      451.758881
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      20
      ivo://svo/fps
      TD1/TD1.150
      Angstrom
      em.wl
      TD1
      0
      
      TD1
      TD1
      
      ...
      1.501024e+03
      1.000010e+02
      TD1/TD1.150/Vega
      Vega
      507.073273
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      21
      ivo://svo/fps
      TD1/NARROW1.1500
      Angstrom
      em.wl
      TD1
      0
      
      TD1
      TD1
      http://ulisse.pd.astro.it/Astro/ADPS/ADPS2/Fil...
      ...
      1.501025e+03
      1.000000e+02
      TD1/NARROW1.1500/Vega
      Vega
      507.096558
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      22
      ivo://svo/fps
      TD1/SPEC.F1500
      Angstrom
      em.wl
      TD1
      0
      
      TD1
      TD1
      http://adsabs.harvard.edu/abs/1976A%26A....49....
      ...
      1.500246e+03
      3.493550e+01
      TD1/SPEC.F1500/Vega
      Vega
      514.445007
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      23
      ivo://svo/fps
      HST/WFPC2.f160bw
      Angstrom
      em.wl
      
      0
      
      WFPC2
      HST
      http://www.stsci.edu/hst/wfpc2/analysis/filter...
      ...
      1.589646e+03
      6.134933e+02
      HST/WFPC2.f160bw/Vega
      Vega
      423.670471
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      24
      ivo://svo/fps
      TD1/SPEC.F1520
      Angstrom
      em.wl
      TD1
      0
      
      TD1
      TD1
      http://adsabs.harvard.edu/abs/1976A%26A....49....
      ...
      1.520053e+03
      3.493550e+01
      TD1/SPEC.F1520/Vega
      Vega
      524.650085
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      25
      ivo://svo/fps
      HST/WFPC2.f157w
      Angstrom
      em.wl
      
      0
      
      WFPC2
      HST
      http://www.stsci.edu/hst/wfpc2/analysis/filter...
      ...
      1.554911e+03
      3.710513e+02
      HST/WFPC2.f157w/Vega
      Vega
      476.138306
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      26
      ivo://svo/fps
      GALEX/GALEX.FUV
      Angstrom
      em.wl
      GALEX
      0
      
      
      GALEX
      http://galexgi.gsfc.nasa.gov/docs/galex/Docume...
      ...
      1.549019e+03
      2.278145e+02
      GALEX/GALEX.FUV/Vega
      Vega
      514.975342
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      27
      ivo://svo/fps
      TD1/SPEC.F1540
      Angstrom
      em.wl
      TD1
      0
      
      TD1
      TD1
      http://adsabs.harvard.edu/abs/1976A%26A....49....
      ...
      1.540070e+03
      3.493550e+01
      TD1/SPEC.F1540/Vega
      Vega
      538.214844
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      28
      ivo://svo/fps
      Astrosat/UVIT.F154W
      Angstrom
      em.wl
      UVIT
      0
      
      UVIT
      Astrosat
      http://uvit.iiap.res.in/Instrument/Filters
      ...
      1.568831e+03
      3.858952e+02
      Astrosat/UVIT.F154W/Vega
      Vega
      524.148682
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      29
      ivo://svo/fps
      HST/ACS_SBC.F140LP
      Angstrom
      em.wl
      ACS_SBC
      0
      
      ACS
      HST
      http://www.stsci.edu/hst/acs/analysis/zeropoints
      ...
      1.559822e+03
      2.454278e+02
      HST/ACS_SBC.F140LP/Vega
      Vega
      506.028046
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

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

    

      4617
      ivo://svo/fps
      Spitzer/MIPS.70mu
      Angstrom
      em.wl
      MIPS
      0
      
      MIPS
      Spitzer
      http://ssc.spitzer.caltech.edu/mips/spectral_r...
      ...
      6.936470e+05
      1.898351e+05
      Spitzer/MIPS.70mu/Vega
      Vega
      0.769955
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      4618
      ivo://svo/fps
      ISO/PHT-C.70mu
      Angstrom
      em.wl
      ISO
      0
      
      PHT
      ISO
      http://general-tools.cosmos.esa.int/iso/manual...
      ...
      7.455638e+05
      2.163768e+05
      ISO/PHT-C.70mu/Vega
      Vega
      0.636514
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      4619
      ivo://svo/fps
      AKARI/FIS.WIDE-S
      Angstrom
      em.wl
      FIS
      0
      
      FIS
      AKARI
      http://www.ir.isas.jaxa.jp/AKARI/Observation/R...
      ...
      8.036109e+05
      2.707058e+05
      AKARI/FIS.WIDE-S/Vega
      Vega
      0.515878
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      4620
      ivo://svo/fps
      SOFIA/HAWC.C
      Angstrom
      em.wl
      
      0
      
      HAWC
      SOFIA
      https://www.sofia.usra.edu/science/proposing-a...
      ...
      8.835179e+05
      1.704136e+05
      SOFIA/HAWC.C/Vega
      Vega
      0.490535
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      4621
      ivo://svo/fps
      ISO/PHT-C.90mu
      Angstrom
      em.wl
      ISO
      0
      
      PHT
      ISO
      http://general-tools.cosmos.esa.int/iso/manual...
      ...
      8.544859e+05
      3.841473e+05
      ISO/PHT-C.90mu/Vega
      Vega
      0.455685
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      4622
      ivo://svo/fps
      COBE/DIRBE.100m
      Angstrom
      em.wl
      DIRBE
      0
      
      DIRBE
      COBE
      https://lambda.gsfc.nasa.gov/product/cobe/c_sp...
      ...
      9.412082e+05
      3.097860e+05
      COBE/DIRBE.100m/Vega
      Vega
      0.406927
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      4623
      ivo://svo/fps
      IRAS/IRAS.100mu
      Angstrom
      em.wl
      IRAS
      0
      
      
      IRAS
      http://irsa.ipac.caltech.edu/IRASdocs/exp.sup/...
      ...
      9.694183e+05
      3.222499e+05
      IRAS/IRAS.100mu/Vega
      Vega
      0.386524
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      4624
      ivo://svo/fps
      ISO/PHT-P.100mu
      Angstrom
      em.wl
      ISO
      0
      
      PHT
      ISO
      http://general-tools.cosmos.esa.int/iso/manual...
      ...
      9.824935e+05
      3.004847e+05
      ISO/PHT-P.100mu/Vega
      Vega
      0.380426
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      4625
      ivo://svo/fps
      ISO/PHT-C.100mu
      Angstrom
      em.wl
      ISO
      0
      
      PHT
      ISO
      http://general-tools.cosmos.esa.int/iso/manual...
      ...
      9.678518e+05
      3.355158e+05
      ISO/PHT-C.100mu/Vega
      Vega
      0.383468
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      4626
      ivo://svo/fps
      Herschel/Pacs.green
      Angstrom
      em.wl
      Herschel
      0
      
      Pacs
      Herschel
      https://nhscsci.ipac.caltech.edu/sc/index.php/...
      ...
      9.901764e+05
      3.568660e+05
      Herschel/Pacs.green/Vega
      Vega
      0.378392
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      4627
      ivo://svo/fps
      ISO/PHT-C.105mu
      Angstrom
      em.wl
      ISO
      0
      
      PHT
      ISO
      http://general-tools.cosmos.esa.int/iso/manual...
      ...
      1.032345e+06
      2.100148e+05
      ISO/PHT-C.105mu/Vega
      Vega
      0.345418
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      4628
      ivo://svo/fps
      ISO/PHT-C.120mu
      Angstrom
      em.wl
      ISO
      0
      
      PHT
      ISO
      http://general-tools.cosmos.esa.int/iso/manual...
      ...
      1.124067e+06
      2.165200e+05
      ISO/PHT-C.120mu/Vega
      Vega
      0.283105
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      4629
      ivo://svo/fps
      AKARI/FIS.WIDE-L
      Angstrom
      em.wl
      FIS
      0
      
      FIS
      AKARI
      http://www.ir.isas.jaxa.jp/AKARI/Observation/R...
      ...
      1.429926e+06
      3.894922e+05
      AKARI/FIS.WIDE-L/Vega
      Vega
      0.176714
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      4630
      ivo://svo/fps
      COBE/DIRBE.140m
      Angstrom
      em.wl
      DIRBE
      0
      
      DIRBE
      COBE
      https://lambda.gsfc.nasa.gov/product/cobe/c_sp...
      ...
      1.420013e+06
      3.514022e+05
      COBE/DIRBE.140m/Vega
      Vega
      0.176088
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      4631
      ivo://svo/fps
      ISO/PHT-C.135mu
      Angstrom
      em.wl
      ISO
      0
      
      PHT
      ISO
      http://general-tools.cosmos.esa.int/iso/manual...
      ...
      1.453382e+06
      4.405572e+05
      ISO/PHT-C.135mu/Vega
      Vega
      0.167201
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      4632
      ivo://svo/fps
      SOFIA/HAWC.D
      Angstrom
      em.wl
      
      0
      
      HAWC
      SOFIA
      https://www.sofia.usra.edu/science/proposing-a...
      ...
      1.536151e+06
      3.394504e+05
      SOFIA/HAWC.D/Vega
      Vega
      0.158686
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      4633
      ivo://svo/fps
      Spitzer/MIPS.160mu
      Angstrom
      em.wl
      MIPS
      0
      
      MIPS
      Spitzer
      http://ssc.spitzer.caltech.edu/mips/spectral_r...
      ...
      1.536888e+06
      3.454720e+05
      Spitzer/MIPS.160mu/Vega
      Vega
      0.157904
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      4634
      ivo://svo/fps
      AKARI/FIS.N160
      Angstrom
      em.wl
      FIS
      0
      
      FIS
      AKARI
      http://www.ir.isas.jaxa.jp/AKARI/Observation/R...
      ...
      1.603095e+06
      3.327812e+05
      AKARI/FIS.N160/Vega
      Vega
      0.145898
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      4635
      ivo://svo/fps
      Herschel/Pacs.red
      Angstrom
      em.wl
      Herschel
      0
      
      Pacs
      Herschel
      https://nhscsci.ipac.caltech.edu/sc/index.php/...
      ...
      1.569063e+06
      7.495406e+05
      Herschel/Pacs.red/Vega
      Vega
      0.143548
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      4636
      ivo://svo/fps
      ISO/PHT-C.160mu
      Angstrom
      em.wl
      ISO
      0
      
      PHT
      ISO
      http://general-tools.cosmos.esa.int/iso/manual...
      ...
      1.597013e+06
      5.584378e+05
      ISO/PHT-C.160mu/Vega
      Vega
      0.134895
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      4637
      ivo://svo/fps
      ISO/PHT-C.180mu
      Angstrom
      em.wl
      ISO
      0
      
      PHT
      ISO
      http://general-tools.cosmos.esa.int/iso/manual...
      ...
      1.742852e+06
      4.259885e+05
      ISO/PHT-C.180mu/Vega
      Vega
      0.119502
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      4638
      ivo://svo/fps
      ISO/PHT-C.200mu
      Angstrom
      em.wl
      ISO
      0
      
      PHT
      ISO
      http://general-tools.cosmos.esa.int/iso/manual...
      ...
      1.979992e+06
      2.962398e+05
      ISO/PHT-C.200mu/Vega
      Vega
      0.094259
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      4639
      ivo://svo/fps
      SOFIA/HAWC.E
      Angstrom
      em.wl
      
      0
      
      HAWC
      SOFIA
      https://www.sofia.usra.edu/science/proposing-a...
      ...
      2.123903e+06
      4.403009e+05
      SOFIA/HAWC.E/Vega
      Vega
      0.082318
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      4640
      ivo://svo/fps
      Herschel/SPIRE.PSW
      Angstrom
      em.wl
      SPIRE
      0
      
      SPIRE
      Herschel
      http://herschel.esac.esa.int/Docs/SPIRE/html/s...
      ...
      2.449650e+06
      7.770002e+05
      Herschel/SPIRE.PSW/Vega
      Vega
      0.060750
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      4641
      ivo://svo/fps
      COBE/DIRBE.240m
      Angstrom
      em.wl
      DIRBE
      0
      
      DIRBE
      COBE
      https://lambda.gsfc.nasa.gov/product/cobe/c_sp...
      ...
      2.353122e+06
      1.008312e+06
      COBE/DIRBE.240m/Vega
      Vega
      0.061681
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      4642
      ivo://svo/fps
      Herschel/SPIRE.PSW_ext
      Angstrom
      em.wl
      SPIRE
      0
      
      SPIRE
      Herschel
      http://herschel.esac.esa.int/Docs/SPIRE/html/s...
      ...
      2.492830e+06
      6.589304e+05
      Herschel/SPIRE.PSW_ext/Vega
      Vega
      0.058680
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      4643
      ivo://svo/fps
      Herschel/SPIRE.PMW
      Angstrom
      em.wl
      SPIRE
      0
      
      SPIRE
      Herschel
      http://herschel.esac.esa.int/Docs/SPIRE/html/s...
      ...
      3.437871e+06
      1.059688e+06
      Herschel/SPIRE.PMW/Vega
      Vega
      0.030295
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      4644
      ivo://svo/fps
      Herschel/SPIRE.PMW_ext
      Angstrom
      em.wl
      SPIRE
      0
      
      SPIRE
      Herschel
      http://herschel.esac.esa.int/Docs/SPIRE/html/s...
      ...
      3.496571e+06
      9.371992e+05
      Herschel/SPIRE.PMW_ext/Vega
      Vega
      0.029263
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      4645
      ivo://svo/fps
      Herschel/SPIRE.PLW
      Angstrom
      em.wl
      SPIRE
      0
      
      SPIRE
      Herschel
      http://herschel.esac.esa.int/Docs/SPIRE/html/s...
      ...
      4.890142e+06
      1.998631e+06
      Herschel/SPIRE.PLW/Vega
      Vega
      0.014141
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      4646
      ivo://svo/fps
      Herschel/SPIRE.PLW_ext
      Angstrom
      em.wl
      SPIRE
      0
      
      SPIRE
      Herschel
      http://herschel.esac.esa.int/Docs/SPIRE/html/s...
      ...
      5.034501e+06
      1.848042e+06
      Herschel/SPIRE.PLW_ext/Vega
      Vega
      0.013288
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

  



4647 rows × 31 columns

Get transmission data for a specific Filter

This data can be used to plot Filter Curves

For e.g.: Kp filter of Keck/NIRC2





In [4]:



    


filter_id = 'Keck/NIRC2.Kp'
table = gfd.get_transmission_data(filter_id)
data = table.to_table().to_pandas()
data



    


















    
Out[4]:











  
    

      
      Wavelength
      Transmission
    

  
  
    

      0
      19044.839844
      0.005075
    

    

      1
      19048.699219
      0.005073
    

    

      2
      19052.570312
      0.005071
    

    

      3
      19056.439453
      0.005069
    

    

      4
      19060.310547
      0.005068
    

    

      5
      19064.179688
      0.005066
    

    

      6
      19068.050781
      0.005064
    

    

      7
      19071.919922
      0.005062
    

    

      8
      19075.789062
      0.005060
    

    

      9
      19075.800781
      0.006175
    

    

      10
      19079.669922
      0.006173
    

    

      11
      19083.539062
      0.006171
    

    

      12
      19087.410156
      0.006169
    

    

      13
      19091.279297
      0.006168
    

    

      14
      19091.300781
      0.007282
    

    

      15
      19095.160156
      0.007281
    

    

      16
      19099.029297
      0.007279
    

    

      17
      19102.900391
      0.007277
    

    

      18
      19106.769531
      0.007275
    

    

      19
      19106.789062
      0.008390
    

    

      20
      19110.660156
      0.008388
    

    

      21
      19114.529297
      0.008386
    

    

      22
      19118.390625
      0.008384
    

    

      23
      19122.259766
      0.008382
    

    

      24
      19122.279297
      0.009497
    

    

      25
      19126.150391
      0.009495
    

    

      26
      19130.019531
      0.009494
    

    

      27
      19133.890625
      0.009492
    

    

      28
      19133.900391
      0.010607
    

    

      29
      19137.769531
      0.010605
    

    

      ...
      ...
      ...
    

    

      1573
      23262.810547
      0.019782
    

    

      1574
      23266.679688
      0.019780
    

    

      1575
      23270.529297
      0.018664
    

    

      1576
      23274.400391
      0.018662
    

    

      1577
      23278.259766
      0.017545
    

    

      1578
      23282.130859
      0.017543
    

    

      1579
      23285.970703
      0.015312
    

    

      1580
      23289.839844
      0.015310
    

    

      1581
      23293.699219
      0.014193
    

    

      1582
      23297.570312
      0.014191
    

    

      1583
      23301.419922
      0.013075
    

    

      1584
      23305.279297
      0.011958
    

    

      1585
      23309.150391
      0.011956
    

    

      1586
      23313.019531
      0.011954
    

    

      1587
      23316.880859
      0.010838
    

    

      1588
      23320.740234
      0.010836
    

    

      1589
      23324.599609
      0.009719
    

    

      1590
      23328.470703
      0.009717
    

    

      1591
      23332.330078
      0.008601
    

    

      1592
      23336.199219
      0.008599
    

    

      1593
      23340.050781
      0.007482
    

    

      1594
      23343.919922
      0.007480
    

    

      1595
      23347.789062
      0.007478
    

    

      1596
      23351.650391
      0.006362
    

    

      1597
      23355.519531
      0.006360
    

    

      1598
      23359.390625
      0.006358
    

    

      1599
      23363.240234
      0.005241
    

    

      1600
      23367.109375
      0.005239
    

    

      1601
      23370.970703
      0.004123
    

    

      1602
      23374.839844
      0.004121
    

  



1603 rows × 2 columns



















In [6]:



    


%pylab notebook
from astropy import units as u 
ax = data.plot.line('Wavelength', 'Transmission', legend=None, title=filter_id)
ax.set(xlabel="Wavelength [{0}]".format(u.Unit("Angstrom").to_string(format='latex')),
       ylabel="Transmission [1]");



    


















    






Populating the interactive namespace from numpy and matplotlib

Get list of Filters under a specified Facilty and Instrument

It can be used to get all Filters for an arbitrary combination of Facility & Instrument (Instrument is optional to specify).





In [7]:



    


table = gfd.get_filter_list('HST','WFPC2')
wfpc2_list = table.to_table().to_pandas()
byte_to_literal_strings(wfpc2_list)



    


















    






[py.warnings         ][WARNING]  /home/jpolygon/miniconda3/envs/sktest2/lib/python3.6/site-packages/astropy/io/votable/tree.py:3369: W42: None:2:0: W42: No XML namespace specified
  vo_warn(W42, (), config, pos)
 (warnings.py:99)
[WARNING] [py.warnings         ] /home/jpolygon/miniconda3/envs/sktest2/lib/python3.6/site-packages/astropy/io/votable/tree.py:3369: W42: None:2:0: W42: No XML namespace specified
  vo_warn(W42, (), config, pos)
 (warnings.py:99)










    
Out[7]:











  
    

      
      FilterProfileService
      filterID
      WavelengthUnit
      WavelengthUCD
      PhotSystem
      DetectorType
      Band
      Instrument
      Facility
      ProfileReference
      ...
      WavelengthPhot
      FWHM
      PhotCalID
      MagSys
      ZeroPoint
      ZeroPointUnit
      Mag0
      ZeroPointType
      AsinhSoft
      TrasmissionCurve
    

  
  
    

      0
      ivo://svo/fps
      HST/WFPC2.f160bw
      Angstrom
      em.wl
      
      0
      
      WFPC2
      HST
      http://www.stsci.edu/hst/wfpc2/analysis/filter...
      ...
      1589.646362
      613.493286
      HST/WFPC2.f160bw/Vega
      Vega
      423.670471
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      1
      ivo://svo/fps
      HST/WFPC2.f157w
      Angstrom
      em.wl
      
      0
      
      WFPC2
      HST
      http://www.stsci.edu/hst/wfpc2/analysis/filter...
      ...
      1554.911255
      371.051331
      HST/WFPC2.f157w/Vega
      Vega
      476.138306
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      2
      ivo://svo/fps
      HST/WFPC2.f170w
      Angstrom
      em.wl
      
      0
      
      WFPC2
      HST
      http://www.stsci.edu/hst/wfpc2/analysis/filter...
      ...
      1725.446289
      497.129547
      HST/WFPC2.f170w/Vega
      Vega
      608.020325
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      3
      ivo://svo/fps
      HST/WFPC2.f185w
      Angstrom
      em.wl
      
      0
      
      WFPC2
      HST
      http://www.stsci.edu/hst/wfpc2/analysis/filter...
      ...
      1920.735229
      331.462952
      HST/WFPC2.f185w/Vega
      Vega
      709.650146
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      4
      ivo://svo/fps
      HST/WFPC2.f218w
      Angstrom
      em.wl
      
      0
      
      WFPC2
      HST
      http://www.stsci.edu/hst/wfpc2/analysis/filter...
      ...
      2142.110107
      403.931885
      HST/WFPC2.f218w/Vega
      Vega
      755.231140
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      5
      ivo://svo/fps
      HST/WFPC2.f255w
      Angstrom
      em.wl
      
      0
      
      WFPC2
      HST
      http://www.stsci.edu/hst/wfpc2/analysis/filter...
      ...
      2577.231934
      426.421356
      HST/WFPC2.f255w/Vega
      Vega
      847.552795
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      6
      ivo://svo/fps
      HST/WFPC2.f300w
      Angstrom
      em.wl
      
      0
      
      WFPC2
      HST
      http://www.stsci.edu/hst/wfpc2/analysis/filter...
      ...
      2996.103516
      875.319641
      HST/WFPC2.f300w/Vega
      Vega
      1050.755981
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      7
      ivo://svo/fps
      HST/WFPC2.f336w
      Angstrom
      em.wl
      
      0
      
      WFPC2
      HST
      http://www.stsci.edu/hst/wfpc2/analysis/filter...
      ...
      3336.824463
      490.912506
      HST/WFPC2.f336w/Vega
      Vega
      1217.048340
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      8
      ivo://svo/fps
      HST/WFPC2.f343n
      Angstrom
      em.wl
      
      0
      
      WFPC2
      HST
      http://www.stsci.edu/hst/wfpc2/analysis/filter...
      ...
      3427.127686
      28.869694
      HST/WFPC2.f343n/Vega
      Vega
      1262.576294
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      9
      ivo://svo/fps
      HST/WFPC2.f375n
      Angstrom
      em.wl
      
      0
      
      WFPC2
      HST
      http://www.stsci.edu/hst/wfpc2/analysis/filter...
      ...
      3732.807373
      29.737703
      HST/WFPC2.f375n/Vega
      Vega
      1621.132568
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      10
      ivo://svo/fps
      HST/WFPC2.f390n
      Angstrom
      em.wl
      
      0
      
      WFPC2
      HST
      http://www.stsci.edu/hst/wfpc2/analysis/filter...
      ...
      3888.094238
      61.253635
      HST/WFPC2.f390n/Vega
      Vega
      3387.970703
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      11
      ivo://svo/fps
      HST/WFPC2.f380w
      Angstrom
      em.wl
      
      0
      
      WFPC2
      HST
      http://www.stsci.edu/hst/wfpc2/analysis/filter...
      ...
      4049.786865
      939.505310
      HST/WFPC2.f380w/Vega
      Vega
      3176.536621
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      12
      ivo://svo/fps
      HST/WFPC2.f410m
      Angstrom
      em.wl
      
      0
      
      WFPC2
      HST
      http://www.stsci.edu/hst/wfpc2/analysis/filter...
      ...
      4087.387207
      182.367340
      HST/WFPC2.f410m/Vega
      Vega
      4151.048340
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      13
      ivo://svo/fps
      HST/WFPC2.f439w
      Angstrom
      em.wl
      
      0
      
      WFPC2
      HST
      http://www.stsci.edu/hst/wfpc2/analysis/filter...
      ...
      4300.279297
      705.810486
      HST/WFPC2.f439w/Vega
      Vega
      4171.254395
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      14
      ivo://svo/fps
      HST/WFPC2.f437n
      Angstrom
      em.wl
      
      0
      
      WFPC2
      HST
      http://www.stsci.edu/hst/wfpc2/analysis/filter...
      ...
      4370.145020
      31.426109
      HST/WFPC2.f437n/Vega
      Vega
      3961.369385
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      15
      ivo://svo/fps
      HST/WFPC2.f450w
      Angstrom
      em.wl
      
      0
      
      WFPC2
      HST
      http://www.stsci.edu/hst/wfpc2/analysis/filter...
      ...
      4475.374023
      1286.249023
      HST/WFPC2.f450w/Vega
      Vega
      3929.992676
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      16
      ivo://svo/fps
      HST/WFPC2.f467m
      Angstrom
      em.wl
      
      0
      
      WFPC2
      HST
      http://www.stsci.edu/hst/wfpc2/analysis/filter...
      ...
      4663.890625
      217.983444
      HST/WFPC2.f467m/Vega
      Vega
      4212.601074
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      17
      ivo://svo/fps
      HST/WFPC2.f469n
      Angstrom
      em.wl
      
      0
      
      WFPC2
      HST
      http://www.stsci.edu/hst/wfpc2/analysis/filter...
      ...
      4694.236328
      33.038872
      HST/WFPC2.f469n/Vega
      Vega
      4212.981445
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      18
      ivo://svo/fps
      HST/WFPC2.f487n
      Angstrom
      em.wl
      
      0
      
      WFPC2
      HST
      http://www.stsci.edu/hst/wfpc2/analysis/filter...
      ...
      4865.740234
      33.911213
      HST/WFPC2.f487n/Vega
      Vega
      2666.103760
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      19
      ivo://svo/fps
      HST/WFPC2.f502n
      Angstrom
      em.wl
      
      0
      
      WFPC2
      HST
      http://www.stsci.edu/hst/wfpc2/analysis/filter...
      ...
      5012.266602
      36.255291
      HST/WFPC2.f502n/Vega
      Vega
      3948.548096
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      20
      ivo://svo/fps
      HST/WFPC2.f555w
      Angstrom
      em.wl
      
      0
      
      WFPC2
      HST
      http://www.stsci.edu/hst/wfpc2/analysis/filter...
      ...
      5231.327148
      1588.569824
      HST/WFPC2.f555w/Vega
      Vega
      3660.951660
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      21
      ivo://svo/fps
      HST/WFPC2.f547m
      Angstrom
      em.wl
      
      0
      
      WFPC2
      HST
      http://www.stsci.edu/hst/wfpc2/analysis/filter...
      ...
      5450.053223
      682.579102
      HST/WFPC2.f547m/Vega
      Vega
      3619.208008
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      22
      ivo://svo/fps
      HST/WFPC2.f569w
      Angstrom
      em.wl
      
      0
      
      WFPC2
      HST
      http://www.stsci.edu/hst/wfpc2/analysis/filter...
      ...
      5538.028320
      1107.310913
      HST/WFPC2.f569w/Vega
      Vega
      3526.540771
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      23
      ivo://svo/fps
      HST/WFPC2.f588n
      Angstrom
      em.wl
      
      0
      
      WFPC2
      HST
      http://www.stsci.edu/hst/wfpc2/analysis/filter...
      ...
      5893.295410
      64.668968
      HST/WFPC2.f588n/Vega
      Vega
      3358.873535
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      24
      ivo://svo/fps
      HST/WFPC2.f606w
      Angstrom
      em.wl
      
      0
      
      WFPC2
      HST
      http://www.stsci.edu/hst/wfpc2/analysis/filter...
      ...
      5808.630859
      2384.035645
      HST/WFPC2.f606w/Vega
      Vega
      3274.247803
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      25
      ivo://svo/fps
      HST/WFPC2.f122m
      Angstrom
      em.wl
      WFPC2
      0
      
      WFPC2
      HST
      http://www.stsci.edu/hst/wfpc2/analysis/filter...
      ...
      5548.210938
      9751.470703
      HST/WFPC2.f122m/Vega
      Vega
      1919.378052
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      26
      ivo://svo/fps
      HST/WFPC2.f130lp
      Angstrom
      em.wl
      
      0
      
      WFPC2
      HST
      http://www.stsci.edu/hst/wfpc2/analysis/filter...
      ...
      5548.210938
      9751.470703
      HST/WFPC2.f130lp/Vega
      Vega
      1919.378052
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      27
      ivo://svo/fps
      HST/WFPC2.f622w
      Angstrom
      em.wl
      
      0
      
      WFPC2
      HST
      http://www.stsci.edu/hst/wfpc2/analysis/filter...
      ...
      6138.911133
      1382.223755
      HST/WFPC2.f622w/Vega
      Vega
      3162.772217
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      28
      ivo://svo/fps
      HST/WFPC2.f631n
      Angstrom
      em.wl
      
      0
      
      WFPC2
      HST
      http://www.stsci.edu/hst/wfpc2/analysis/filter...
      ...
      6306.383789
      42.111244
      HST/WFPC2.f631n/Vega
      Vega
      3138.661621
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      29
      ivo://svo/fps
      HST/WFPC2.f165lp
      Angstrom
      em.wl
      
      0
      
      WFPC2
      HST
      http://www.stsci.edu/hst/wfpc2/analysis/filter...
      ...
      5650.034180
      9327.294922
      HST/WFPC2.f165lp/Vega
      Vega
      2047.942871
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      30
      ivo://svo/fps
      HST/WFPC2.f656n
      Angstrom
      em.wl
      
      0
      
      WFPC2
      HST
      http://www.stsci.edu/hst/wfpc2/analysis/filter...
      ...
      6563.694824
      28.549088
      HST/WFPC2.f656n/Vega
      Vega
      2165.856201
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      31
      ivo://svo/fps
      HST/WFPC2.f658n
      Angstrom
      em.wl
      
      0
      
      WFPC2
      HST
      http://www.stsci.edu/hst/wfpc2/analysis/filter...
      ...
      6591.892578
      38.418915
      HST/WFPC2.f658n/Vega
      Vega
      2677.627441
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      32
      ivo://svo/fps
      HST/WFPC2.f673n
      Angstrom
      em.wl
      
      0
      
      WFPC2
      HST
      http://www.stsci.edu/hst/wfpc2/analysis/filter...
      ...
      6732.303223
      63.023956
      HST/WFPC2.f673n/Vega
      Vega
      2928.051514
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      33
      ivo://svo/fps
      HST/WFPC2.f675w
      Angstrom
      em.wl
      
      0
      
      WFPC2
      HST
      http://www.stsci.edu/hst/wfpc2/analysis/filter...
      ...
      6724.198242
      1276.952637
      HST/WFPC2.f675w/Vega
      Vega
      2879.461670
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      34
      ivo://svo/fps
      HST/WFPC2.f702w
      Angstrom
      em.wl
      
      0
      
      WFPC2
      HST
      http://www.stsci.edu/hst/wfpc2/analysis/filter...
      ...
      6965.933594
      2191.742920
      HST/WFPC2.f702w/Vega
      Vega
      2750.898682
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      35
      ivo://svo/fps
      HST/WFPC2.f791w
      Angstrom
      em.wl
      
      0
      
      WFPC2
      HST
      http://www.stsci.edu/hst/wfpc2/analysis/filter...
      ...
      7988.940430
      1911.519043
      HST/WFPC2.f791w/Vega
      Vega
      2416.019043
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      36
      ivo://svo/fps
      HST/WFPC2.f814w
      Angstrom
      em.wl
      
      0
      
      WFPC2
      HST
      http://www.stsci.edu/hst/wfpc2/analysis/filter...
      ...
      8254.406250
      2556.246094
      HST/WFPC2.f814w/Vega
      Vega
      2372.143555
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      37
      ivo://svo/fps
      HST/WFPC2.f785lp
      Angstrom
      em.wl
      
      0
      
      WFPC2
      HST
      http://www.stsci.edu/hst/wfpc2/analysis/filter...
      ...
      9353.302734
      3040.796143
      HST/WFPC2.f785lp/Vega
      Vega
      2160.194580
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      38
      ivo://svo/fps
      HST/WFPC2.f953n
      Angstrom
      em.wl
      
      0
      
      WFPC2
      HST
      http://www.stsci.edu/hst/wfpc2/analysis/filter...
      ...
      9545.127930
      69.690704
      HST/WFPC2.f953n/Vega
      Vega
      1955.779297
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      39
      ivo://svo/fps
      HST/WFPC2.f850lp
      Angstrom
      em.wl
      
      0
      
      WFPC2
      HST
      http://www.stsci.edu/hst/wfpc2/analysis/filter...
      ...
      9687.476562
      2455.799316
      HST/WFPC2.f850lp/Vega
      Vega
      2131.670410
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

    

      40
      ivo://svo/fps
      HST/WFPC2.f1042m
      Angstrom
      em.wl
      WFPC2
      0
      
      WFPC2
      HST
      http://www.stsci.edu/hst/wfpc2/analysis/filter...
      ...
      10441.485352
      896.940063
      HST/WFPC2.f1042m/Vega
      Vega
      2017.356812
      Jy
      0.0
      Pogson
      0.0
      http://svo2.cab.inta-csic.es//theory/fps/fps.p...
    

  



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