The notebook is available here: https://github.com/starkit/wsynphot/tree/master/docs/io/get_filter_data.ipynb


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.

[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)
[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

[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)
[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

[4]:
filter_id = 'Keck/NIRC2.Kp'
table = gfd.get_transmission_data(filter_id)
data = table.to_table().to_pandas()
data
[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

[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).

[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)
[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...

41 rows × 31 columns

[ ]: