{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Quickstart #" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "ExecuteTime": { "end_time": "2018-10-19T15:07:19.521795Z", "start_time": "2018-10-19T15:07:16.761639Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[\u001b[1mpy.warnings \u001b[0m][\u001b[1;33mWARNING\u001b[0m] /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)\n", " \" (e.g. in jupyter console)\", TqdmExperimentalWarning)\n", " (\u001b[1mwarnings.py\u001b[0m:99)\n" ] } ], "source": [ "import wsynphot" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Getting filter data ready to use" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If you are using wsynphot for *1st time*, **YOU NEED TO DOWNLOAD THE FILTER DATA** by using:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# wsynphot.download_filter_data()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This will *cache the filter data on your disk* so that everytime you call any wsynphot function like `list_filters()` that requires data, the data will be accessed from cache." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Wsynphot will even remind you to **update your cached filter data**, when it becomes more than a month since the last update. If you want to update it at the moment, use:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "scrolled": false }, "outputs": [], "source": [ "# wsynphot.update_filter_data()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Listing available filters" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The filter index (all available filters with their properties) can be listed as:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "scrolled": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[\u001b[1mpy.warnings \u001b[0m][\u001b[1;33mWARNING\u001b[0m] /home/jpolygon/miniconda3/envs/sktest2/lib/python3.6/site-packages/astropy/io/votable/tree.py:283: W06: /home/jpolygon/Downloads/wsynphot/filters/SVO/index.vot:15:3: W06: Invalid UCD 'instr.obsty': Secondary word 'instr.obsty' is not valid as a primary word\n", " vo_warn(W06, (ucd, six.text_type(e)), config, pos)\n", " (\u001b[1mwarnings.py\u001b[0m:99)\n", "[\u001b[1;33mWARNING\u001b[0m] [\u001b[1mpy.warnings \u001b[0m] /home/jpolygon/miniconda3/envs/sktest2/lib/python3.6/site-packages/astropy/io/votable/tree.py:283: W06: /home/jpolygon/Downloads/wsynphot/filters/SVO/index.vot:15:3: W06: Invalid UCD 'instr.obsty': Secondary word 'instr.obsty' is not valid as a primary word\n", " vo_warn(W06, (ucd, six.text_type(e)), config, pos)\n", " (\u001b[1mwarnings.py\u001b[0m:99)\n", "[\u001b[1mpy.warnings \u001b[0m][\u001b[1;33mWARNING\u001b[0m] /home/jpolygon/miniconda3/envs/sktest2/lib/python3.6/site-packages/astropy/io/votable/tree.py:283: W06: /home/jpolygon/Downloads/wsynphot/filters/SVO/index.vot:37:3: W06: Invalid UCD 'DATA_LINK': Unknown word 'DATA_LINK'\n", " vo_warn(W06, (ucd, six.text_type(e)), config, pos)\n", " (\u001b[1mwarnings.py\u001b[0m:99)\n", "[\u001b[1;33mWARNING\u001b[0m] [\u001b[1mpy.warnings \u001b[0m] /home/jpolygon/miniconda3/envs/sktest2/lib/python3.6/site-packages/astropy/io/votable/tree.py:283: W06: /home/jpolygon/Downloads/wsynphot/filters/SVO/index.vot:37:3: W06: Invalid UCD 'DATA_LINK': Unknown word 'DATA_LINK'\n", " vo_warn(W06, (ucd, six.text_type(e)), config, pos)\n", " (\u001b[1mwarnings.py\u001b[0m:99)\n" ] }, { "data": { "text/html": [ "
\n", " | FilterProfileService | \n", "filterID | \n", "WavelengthUnit | \n", "WavelengthUCD | \n", "PhotSystem | \n", "DetectorType | \n", "Band | \n", "Instrument | \n", "Facility | \n", "ProfileReference | \n", "... | \n", "WavelengthPhot | \n", "FWHM | \n", "PhotCalID | \n", "MagSys | \n", "ZeroPoint | \n", "ZeroPointUnit | \n", "Mag0 | \n", "ZeroPointType | \n", "AsinhSoft | \n", "TrasmissionCurve | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "ivo://svo/fps | \n", "HST/STIS_FUV.F25LYA | \n", "Angstrom | \n", "em.wl | \n", "\n", " | 1 | \n", "\n", " | STIS | \n", "HST | \n", "https://stsynphot.readthedocs.io/en/latest/sts... | \n", "... | \n", "1.376536e+03 | \n", "8.046415e+01 | \n", "HST/STIS_FUV.F25LYA/Vega | \n", "Vega | \n", "59.921341 | \n", "Jy | \n", "0.0 | \n", "\n", " | 0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
1 | \n", "ivo://svo/fps | \n", "HST/STIS_FUV.F25LYA_G140L | \n", "Angstrom | \n", "em.wl | \n", "\n", " | 1 | \n", "\n", " | STIS | \n", "HST | \n", "https://stsynphot.readthedocs.io/en/latest/sts... | \n", "... | \n", "1.364339e+03 | \n", "9.856856e+01 | \n", "HST/STIS_FUV.F25LYA_G140L/Vega | \n", "Vega | \n", "63.976688 | \n", "Jy | \n", "0.0 | \n", "\n", " | 0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
2 | \n", "ivo://svo/fps | \n", "HST/STIS_FUV.F25LYA_G140M | \n", "Angstrom | \n", "em.wl | \n", "\n", " | 1 | \n", "\n", " | STIS | \n", "HST | \n", "https://stsynphot.readthedocs.io/en/latest/sts... | \n", "... | \n", "1.361286e+03 | \n", "9.450593e+01 | \n", "HST/STIS_FUV.F25LYA_G140M/Vega | \n", "Vega | \n", "62.946198 | \n", "Jy | \n", "0.0 | \n", "\n", " | 0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
3 | \n", "ivo://svo/fps | \n", "IUE/IUE.1250-1300 | \n", "Angstrom | \n", "em.wl | \n", "IUE | \n", "0 | \n", "\n", " | \n", " | IUE | \n", "\n", " | ... | \n", "1.284802e+03 | \n", "5.100000e+01 | \n", "IUE/IUE.1250-1300/Vega | \n", "Vega | \n", "78.500328 | \n", "Jy | \n", "0.0 | \n", "Pogson | \n", "0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
4 | \n", "ivo://svo/fps | \n", "HST/ACS_SBC.F122M | \n", "Angstrom | \n", "em.wl | \n", "\n", " | 1 | \n", "\n", " | ACS | \n", "HST | \n", "https://stsynphot.readthedocs.io/en/latest/sts... | \n", "... | \n", "1.432717e+03 | \n", "1.011414e+02 | \n", "HST/ACS_SBC.F122M/Vega | \n", "Vega | \n", "119.552032 | \n", "Jy | \n", "0.0 | \n", "\n", " | 0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
5 | \n", "ivo://svo/fps | \n", "TD1/SPEC.F1360 | \n", "Angstrom | \n", "em.wl | \n", "TD1 | \n", "0 | \n", "\n", " | TD1 | \n", "TD1 | \n", "http://adsabs.harvard.edu/abs/1976A%26A....49.... | \n", "... | \n", "1.360629e+03 | \n", "3.493550e+01 | \n", "TD1/SPEC.F1360/Vega | \n", "Vega | \n", "305.763611 | \n", "Jy | \n", "0.0 | \n", "Pogson | \n", "0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
6 | \n", "ivo://svo/fps | \n", "HST/STIS_FUV.25MAMA_G140M | \n", "Angstrom | \n", "em.wl | \n", "\n", " | 1 | \n", "\n", " | STIS | \n", "HST | \n", "https://stsynphot.readthedocs.io/en/latest/sts... | \n", "... | \n", "1.451699e+03 | \n", "2.392322e+02 | \n", "HST/STIS_FUV.25MAMA_G140M/Vega | \n", "Vega | \n", "263.913055 | \n", "Jy | \n", "0.0 | \n", "\n", " | 0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
7 | \n", "ivo://svo/fps | \n", "HST/STIS_FUV.F25ND3_G140M | \n", "Angstrom | \n", "em.wl | \n", "\n", " | 1 | \n", "\n", " | STIS | \n", "HST | \n", "https://stsynphot.readthedocs.io/en/latest/sts... | \n", "... | \n", "1.449844e+03 | \n", "2.402186e+02 | \n", "HST/STIS_FUV.F25ND3_G140M/Vega | \n", "Vega | \n", "269.066925 | \n", "Jy | \n", "0.0 | \n", "\n", " | 0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
8 | \n", "ivo://svo/fps | \n", "HST/STIS_FUV.25MAMA_G140L | \n", "Angstrom | \n", "em.wl | \n", "\n", " | 1 | \n", "\n", " | STIS | \n", "HST | \n", "https://stsynphot.readthedocs.io/en/latest/sts... | \n", "... | \n", "1.454146e+03 | \n", "2.577850e+02 | \n", "HST/STIS_FUV.25MAMA_G140L/Vega | \n", "Vega | \n", "271.152496 | \n", "Jy | \n", "0.0 | \n", "\n", " | 0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
9 | \n", "ivo://svo/fps | \n", "HST/STIS_FUV.F25ND3_G140L | \n", "Angstrom | \n", "em.wl | \n", "\n", " | 1 | \n", "\n", " | STIS | \n", "HST | \n", "https://stsynphot.readthedocs.io/en/latest/sts... | \n", "... | \n", "1.452543e+03 | \n", "2.583499e+02 | \n", "HST/STIS_FUV.F25ND3_G140L/Vega | \n", "Vega | \n", "276.551300 | \n", "Jy | \n", "0.0 | \n", "\n", " | 0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
10 | \n", "ivo://svo/fps | \n", "HST/STIS_FUV.F25ND5_G140M | \n", "Angstrom | \n", "em.wl | \n", "\n", " | 1 | \n", "\n", " | STIS | \n", "HST | \n", "https://stsynphot.readthedocs.io/en/latest/sts... | \n", "... | \n", "1.461439e+03 | \n", "2.324531e+02 | \n", "HST/STIS_FUV.F25ND5_G140M/Vega | \n", "Vega | \n", "276.351379 | \n", "Jy | \n", "0.0 | \n", "\n", " | 0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
11 | \n", "ivo://svo/fps | \n", "TD1/SPEC.F1380 | \n", "Angstrom | \n", "em.wl | \n", "TD1 | \n", "0 | \n", "\n", " | TD1 | \n", "TD1 | \n", "http://adsabs.harvard.edu/abs/1976A%26A....49.... | \n", "... | \n", "1.380699e+03 | \n", "3.493550e+01 | \n", "TD1/SPEC.F1380/Vega | \n", "Vega | \n", "333.016724 | \n", "Jy | \n", "0.0 | \n", "Pogson | \n", "0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
12 | \n", "ivo://svo/fps | \n", "HST/STIS_FUV.F25ND5_G140L | \n", "Angstrom | \n", "em.wl | \n", "\n", " | 1 | \n", "\n", " | STIS | \n", "HST | \n", "https://stsynphot.readthedocs.io/en/latest/sts... | \n", "... | \n", "1.463900e+03 | \n", "2.517317e+02 | \n", "HST/STIS_FUV.F25ND5_G140L/Vega | \n", "Vega | \n", "284.244690 | \n", "Jy | \n", "0.0 | \n", "\n", " | 0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
13 | \n", "ivo://svo/fps | \n", "HST/STIS_FUV.F25NDQ2_G140M | \n", "Angstrom | \n", "em.wl | \n", "\n", " | 1 | \n", "\n", " | STIS | \n", "HST | \n", "https://stsynphot.readthedocs.io/en/latest/sts... | \n", "... | \n", "1.467325e+03 | \n", "2.803337e+02 | \n", "HST/STIS_FUV.F25NDQ2_G140M/Vega | \n", "Vega | \n", "301.360229 | \n", "Jy | \n", "0.0 | \n", "\n", " | 0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
14 | \n", "ivo://svo/fps | \n", "HST/STIS_FUV.25MAMA | \n", "Angstrom | \n", "em.wl | \n", "\n", " | 1 | \n", "\n", " | STIS | \n", "HST | \n", "https://stsynphot.readthedocs.io/en/latest/sts... | \n", "... | \n", "1.489032e+03 | \n", "2.873541e+02 | \n", "HST/STIS_FUV.25MAMA/Vega | \n", "Vega | \n", "294.259918 | \n", "Jy | \n", "0.0 | \n", "\n", " | 0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
15 | \n", "ivo://svo/fps | \n", "HST/STIS_FUV.F25ND3 | \n", "Angstrom | \n", "em.wl | \n", "\n", " | 1 | \n", "\n", " | STIS | \n", "HST | \n", "https://stsynphot.readthedocs.io/en/latest/sts... | \n", "... | \n", "1.483534e+03 | \n", "2.949548e+02 | \n", "HST/STIS_FUV.F25ND3/Vega | \n", "Vega | \n", "297.713226 | \n", "Jy | \n", "0.0 | \n", "\n", " | 0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
16 | \n", "ivo://svo/fps | \n", "HST/STIS_FUV.F25NDQ3_G140M | \n", "Angstrom | \n", "em.wl | \n", "\n", " | 1 | \n", "\n", " | STIS | \n", "HST | \n", "https://stsynphot.readthedocs.io/en/latest/sts... | \n", "... | \n", "1.469030e+03 | \n", "3.032110e+02 | \n", "HST/STIS_FUV.F25NDQ3_G140M/Vega | \n", "Vega | \n", "307.499847 | \n", "Jy | \n", "0.0 | \n", "\n", " | 0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
17 | \n", "ivo://svo/fps | \n", "HST/STIS_FUV.F25NDQ2_G140L | \n", "Angstrom | \n", "em.wl | \n", "\n", " | 1 | \n", "\n", " | STIS | \n", "HST | \n", "https://stsynphot.readthedocs.io/en/latest/sts... | \n", "... | \n", "1.469412e+03 | \n", "3.071084e+02 | \n", "HST/STIS_FUV.F25NDQ2_G140L/Vega | \n", "Vega | \n", "309.404938 | \n", "Jy | \n", "0.0 | \n", "\n", " | 0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
18 | \n", "ivo://svo/fps | \n", "HST/STIS_FUV.F25NDQ3_G140L | \n", "Angstrom | \n", "em.wl | \n", "\n", " | 1 | \n", "\n", " | STIS | \n", "HST | \n", "https://stsynphot.readthedocs.io/en/latest/sts... | \n", "... | \n", "1.471105e+03 | \n", "3.276010e+02 | \n", "HST/STIS_FUV.F25NDQ3_G140L/Vega | \n", "Vega | \n", "315.557678 | \n", "Jy | \n", "0.0 | \n", "\n", " | 0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
19 | \n", "ivo://svo/fps | \n", "TD1/TD1.140 | \n", "Angstrom | \n", "em.wl | \n", "TD1 | \n", "0 | \n", "\n", " | TD1 | \n", "TD1 | \n", "\n", " | ... | \n", "1.403559e+03 | \n", "1.000010e+02 | \n", "TD1/TD1.140/Vega | \n", "Vega | \n", "368.054199 | \n", "Jy | \n", "0.0 | \n", "Pogson | \n", "0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
20 | \n", "ivo://svo/fps | \n", "TD1/NARROW1.1400 | \n", "Angstrom | \n", "em.wl | \n", "TD1 | \n", "0 | \n", "\n", " | TD1 | \n", "TD1 | \n", "http://ulisse.pd.astro.it/Astro/ADPS/ADPS2/Fil... | \n", "... | \n", "1.403563e+03 | \n", "1.000000e+02 | \n", "TD1/NARROW1.1400/Vega | \n", "Vega | \n", "368.077026 | \n", "Jy | \n", "0.0 | \n", "Pogson | \n", "0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
21 | \n", "ivo://svo/fps | \n", "TD1/SPEC.F1400 | \n", "Angstrom | \n", "em.wl | \n", "TD1 | \n", "0 | \n", "\n", " | TD1 | \n", "TD1 | \n", "http://adsabs.harvard.edu/abs/1976A%26A....49.... | \n", "... | \n", "1.400882e+03 | \n", "3.493550e+01 | \n", "TD1/SPEC.F1400/Vega | \n", "Vega | \n", "365.678650 | \n", "Jy | \n", "0.0 | \n", "Pogson | \n", "0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
22 | \n", "ivo://svo/fps | \n", "HST/STIS_FUV.F25NDQ1_G140M | \n", "Angstrom | \n", "em.wl | \n", "\n", " | 1 | \n", "\n", " | STIS | \n", "HST | \n", "https://stsynphot.readthedocs.io/en/latest/sts... | \n", "... | \n", "1.470560e+03 | \n", "2.866362e+02 | \n", "HST/STIS_FUV.F25NDQ1_G140M/Vega | \n", "Vega | \n", "317.319885 | \n", "Jy | \n", "0.0 | \n", "\n", " | 0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
23 | \n", "ivo://svo/fps | \n", "HST/STIS_FUV.F25NDQ1_G140L | \n", "Angstrom | \n", "em.wl | \n", "\n", " | 1 | \n", "\n", " | STIS | \n", "HST | \n", "https://stsynphot.readthedocs.io/en/latest/sts... | \n", "... | \n", "1.472481e+03 | \n", "3.029540e+02 | \n", "HST/STIS_FUV.F25NDQ1_G140L/Vega | \n", "Vega | \n", "325.051025 | \n", "Jy | \n", "0.0 | \n", "\n", " | 0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
24 | \n", "ivo://svo/fps | \n", "HST/STIS_FUV.F25ND5 | \n", "Angstrom | \n", "em.wl | \n", "\n", " | 1 | \n", "\n", " | STIS | \n", "HST | \n", "https://stsynphot.readthedocs.io/en/latest/sts... | \n", "... | \n", "1.498128e+03 | \n", "2.925464e+02 | \n", "HST/STIS_FUV.F25ND5/Vega | \n", "Vega | \n", "309.317474 | \n", "Jy | \n", "0.0 | \n", "\n", " | 0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
25 | \n", "ivo://svo/fps | \n", "HST/STIS_FUV.F25NDQ4_G140M | \n", "Angstrom | \n", "em.wl | \n", "\n", " | 1 | \n", "\n", " | STIS | \n", "HST | \n", "https://stsynphot.readthedocs.io/en/latest/sts... | \n", "... | \n", "1.477624e+03 | \n", "3.078364e+02 | \n", "HST/STIS_FUV.F25NDQ4_G140M/Vega | \n", "Vega | \n", "341.076538 | \n", "Jy | \n", "0.0 | \n", "\n", " | 0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
26 | \n", "ivo://svo/fps | \n", "HST/STIS_FUV.F25NDQ4_G140L | \n", "Angstrom | \n", "em.wl | \n", "\n", " | 1 | \n", "\n", " | STIS | \n", "HST | \n", "https://stsynphot.readthedocs.io/en/latest/sts... | \n", "... | \n", "1.479140e+03 | \n", "3.221737e+02 | \n", "HST/STIS_FUV.F25NDQ4_G140L/Vega | \n", "Vega | \n", "348.640503 | \n", "Jy | \n", "0.0 | \n", "\n", " | 0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
27 | \n", "ivo://svo/fps | \n", "TD1/SPEC.F1420 | \n", "Angstrom | \n", "em.wl | \n", "TD1 | \n", "0 | \n", "\n", " | TD1 | \n", "TD1 | \n", "http://adsabs.harvard.edu/abs/1976A%26A....49.... | \n", "... | \n", "1.420684e+03 | \n", "3.493550e+01 | \n", "TD1/SPEC.F1420/Vega | \n", "Vega | \n", "404.690247 | \n", "Jy | \n", "0.0 | \n", "Pogson | \n", "0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
28 | \n", "ivo://svo/fps | \n", "HST/STIS_FUV.F25NDQ2 | \n", "Angstrom | \n", "em.wl | \n", "\n", " | 1 | \n", "\n", " | STIS | \n", "HST | \n", "https://stsynphot.readthedocs.io/en/latest/sts... | \n", "... | \n", "1.506156e+03 | \n", "3.592179e+02 | \n", "HST/STIS_FUV.F25NDQ2/Vega | \n", "Vega | \n", "337.573486 | \n", "Jy | \n", "0.0 | \n", "\n", " | 0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
29 | \n", "ivo://svo/fps | \n", "HST/STIS_FUV.F25NDQ3 | \n", "Angstrom | \n", "em.wl | \n", "\n", " | 1 | \n", "\n", " | STIS | \n", "HST | \n", "https://stsynphot.readthedocs.io/en/latest/sts... | \n", "... | \n", "1.507273e+03 | \n", "3.811847e+02 | \n", "HST/STIS_FUV.F25NDQ3/Vega | \n", "Vega | \n", "343.337189 | \n", "Jy | \n", "0.0 | \n", "\n", " | 0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
4990 | \n", "ivo://svo/fps | \n", "Spitzer/MIPS.70mu | \n", "Angstrom | \n", "em.wl | \n", "MIPS | \n", "0 | \n", "\n", " | MIPS | \n", "Spitzer | \n", "http://ssc.spitzer.caltech.edu/mips/spectral_r... | \n", "... | \n", "6.936470e+05 | \n", "1.898351e+05 | \n", "Spitzer/MIPS.70mu/Vega | \n", "Vega | \n", "0.769955 | \n", "Jy | \n", "0.0 | \n", "Pogson | \n", "0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
4991 | \n", "ivo://svo/fps | \n", "ISO/PHT-C.70mu | \n", "Angstrom | \n", "em.wl | \n", "ISO | \n", "0 | \n", "\n", " | PHT | \n", "ISO | \n", "http://general-tools.cosmos.esa.int/iso/manual... | \n", "... | \n", "7.455638e+05 | \n", "2.163768e+05 | \n", "ISO/PHT-C.70mu/Vega | \n", "Vega | \n", "0.636514 | \n", "Jy | \n", "0.0 | \n", "Pogson | \n", "0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
4992 | \n", "ivo://svo/fps | \n", "AKARI/FIS.WIDE-S | \n", "Angstrom | \n", "em.wl | \n", "FIS | \n", "0 | \n", "\n", " | FIS | \n", "AKARI | \n", "http://www.ir.isas.jaxa.jp/AKARI/Observation/R... | \n", "... | \n", "8.036109e+05 | \n", "2.707058e+05 | \n", "AKARI/FIS.WIDE-S/Vega | \n", "Vega | \n", "0.515878 | \n", "Jy | \n", "0.0 | \n", "Pogson | \n", "0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
4993 | \n", "ivo://svo/fps | \n", "SOFIA/HAWC.C | \n", "Angstrom | \n", "em.wl | \n", "\n", " | 0 | \n", "\n", " | HAWC | \n", "SOFIA | \n", "https://www.sofia.usra.edu/science/proposing-a... | \n", "... | \n", "8.835179e+05 | \n", "1.704136e+05 | \n", "SOFIA/HAWC.C/Vega | \n", "Vega | \n", "0.490535 | \n", "Jy | \n", "0.0 | \n", "Pogson | \n", "0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
4994 | \n", "ivo://svo/fps | \n", "ISO/PHT-C.90mu | \n", "Angstrom | \n", "em.wl | \n", "ISO | \n", "0 | \n", "\n", " | PHT | \n", "ISO | \n", "http://general-tools.cosmos.esa.int/iso/manual... | \n", "... | \n", "8.544859e+05 | \n", "3.841473e+05 | \n", "ISO/PHT-C.90mu/Vega | \n", "Vega | \n", "0.455685 | \n", "Jy | \n", "0.0 | \n", "Pogson | \n", "0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
4995 | \n", "ivo://svo/fps | \n", "COBE/DIRBE.100m | \n", "Angstrom | \n", "em.wl | \n", "DIRBE | \n", "0 | \n", "\n", " | DIRBE | \n", "COBE | \n", "https://lambda.gsfc.nasa.gov/product/cobe/c_sp... | \n", "... | \n", "9.412082e+05 | \n", "3.097860e+05 | \n", "COBE/DIRBE.100m/Vega | \n", "Vega | \n", "0.406927 | \n", "Jy | \n", "0.0 | \n", "Pogson | \n", "0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
4996 | \n", "ivo://svo/fps | \n", "IRAS/IRAS.100mu | \n", "Angstrom | \n", "em.wl | \n", "IRAS | \n", "0 | \n", "\n", " | \n", " | IRAS | \n", "http://irsa.ipac.caltech.edu/IRASdocs/exp.sup/... | \n", "... | \n", "9.694183e+05 | \n", "3.222499e+05 | \n", "IRAS/IRAS.100mu/Vega | \n", "Vega | \n", "0.386524 | \n", "Jy | \n", "0.0 | \n", "Pogson | \n", "0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
4997 | \n", "ivo://svo/fps | \n", "ISO/PHT-P.100mu | \n", "Angstrom | \n", "em.wl | \n", "ISO | \n", "0 | \n", "\n", " | PHT | \n", "ISO | \n", "http://general-tools.cosmos.esa.int/iso/manual... | \n", "... | \n", "9.824935e+05 | \n", "3.004847e+05 | \n", "ISO/PHT-P.100mu/Vega | \n", "Vega | \n", "0.380426 | \n", "Jy | \n", "0.0 | \n", "Pogson | \n", "0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
4998 | \n", "ivo://svo/fps | \n", "ISO/PHT-C.100mu | \n", "Angstrom | \n", "em.wl | \n", "ISO | \n", "0 | \n", "\n", " | PHT | \n", "ISO | \n", "http://general-tools.cosmos.esa.int/iso/manual... | \n", "... | \n", "9.678518e+05 | \n", "3.355158e+05 | \n", "ISO/PHT-C.100mu/Vega | \n", "Vega | \n", "0.383468 | \n", "Jy | \n", "0.0 | \n", "Pogson | \n", "0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
4999 | \n", "ivo://svo/fps | \n", "Herschel/Pacs.green | \n", "Angstrom | \n", "em.wl | \n", "Herschel | \n", "0 | \n", "\n", " | Pacs | \n", "Herschel | \n", "https://nhscsci.ipac.caltech.edu/sc/index.php/... | \n", "... | \n", "9.901764e+05 | \n", "3.568660e+05 | \n", "Herschel/Pacs.green/Vega | \n", "Vega | \n", "0.378392 | \n", "Jy | \n", "0.0 | \n", "Pogson | \n", "0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
5000 | \n", "ivo://svo/fps | \n", "ISO/PHT-C.105mu | \n", "Angstrom | \n", "em.wl | \n", "ISO | \n", "0 | \n", "\n", " | PHT | \n", "ISO | \n", "http://general-tools.cosmos.esa.int/iso/manual... | \n", "... | \n", "1.032345e+06 | \n", "2.100148e+05 | \n", "ISO/PHT-C.105mu/Vega | \n", "Vega | \n", "0.345418 | \n", "Jy | \n", "0.0 | \n", "Pogson | \n", "0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
5001 | \n", "ivo://svo/fps | \n", "ISO/PHT-C.120mu | \n", "Angstrom | \n", "em.wl | \n", "ISO | \n", "0 | \n", "\n", " | PHT | \n", "ISO | \n", "http://general-tools.cosmos.esa.int/iso/manual... | \n", "... | \n", "1.124067e+06 | \n", "2.165200e+05 | \n", "ISO/PHT-C.120mu/Vega | \n", "Vega | \n", "0.283105 | \n", "Jy | \n", "0.0 | \n", "Pogson | \n", "0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
5002 | \n", "ivo://svo/fps | \n", "AKARI/FIS.WIDE-L | \n", "Angstrom | \n", "em.wl | \n", "FIS | \n", "0 | \n", "\n", " | FIS | \n", "AKARI | \n", "http://www.ir.isas.jaxa.jp/AKARI/Observation/R... | \n", "... | \n", "1.429926e+06 | \n", "3.894922e+05 | \n", "AKARI/FIS.WIDE-L/Vega | \n", "Vega | \n", "0.176714 | \n", "Jy | \n", "0.0 | \n", "Pogson | \n", "0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
5003 | \n", "ivo://svo/fps | \n", "COBE/DIRBE.140m | \n", "Angstrom | \n", "em.wl | \n", "DIRBE | \n", "0 | \n", "\n", " | DIRBE | \n", "COBE | \n", "https://lambda.gsfc.nasa.gov/product/cobe/c_sp... | \n", "... | \n", "1.420013e+06 | \n", "3.514022e+05 | \n", "COBE/DIRBE.140m/Vega | \n", "Vega | \n", "0.176088 | \n", "Jy | \n", "0.0 | \n", "Pogson | \n", "0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
5004 | \n", "ivo://svo/fps | \n", "ISO/PHT-C.135mu | \n", "Angstrom | \n", "em.wl | \n", "ISO | \n", "0 | \n", "\n", " | PHT | \n", "ISO | \n", "http://general-tools.cosmos.esa.int/iso/manual... | \n", "... | \n", "1.453382e+06 | \n", "4.405572e+05 | \n", "ISO/PHT-C.135mu/Vega | \n", "Vega | \n", "0.167201 | \n", "Jy | \n", "0.0 | \n", "Pogson | \n", "0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
5005 | \n", "ivo://svo/fps | \n", "SOFIA/HAWC.D | \n", "Angstrom | \n", "em.wl | \n", "\n", " | 0 | \n", "\n", " | HAWC | \n", "SOFIA | \n", "https://www.sofia.usra.edu/science/proposing-a... | \n", "... | \n", "1.536151e+06 | \n", "3.394504e+05 | \n", "SOFIA/HAWC.D/Vega | \n", "Vega | \n", "0.158686 | \n", "Jy | \n", "0.0 | \n", "Pogson | \n", "0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
5006 | \n", "ivo://svo/fps | \n", "Spitzer/MIPS.160mu | \n", "Angstrom | \n", "em.wl | \n", "MIPS | \n", "0 | \n", "\n", " | MIPS | \n", "Spitzer | \n", "http://ssc.spitzer.caltech.edu/mips/spectral_r... | \n", "... | \n", "1.536888e+06 | \n", "3.454720e+05 | \n", "Spitzer/MIPS.160mu/Vega | \n", "Vega | \n", "0.157904 | \n", "Jy | \n", "0.0 | \n", "Pogson | \n", "0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
5007 | \n", "ivo://svo/fps | \n", "AKARI/FIS.N160 | \n", "Angstrom | \n", "em.wl | \n", "FIS | \n", "0 | \n", "\n", " | FIS | \n", "AKARI | \n", "http://www.ir.isas.jaxa.jp/AKARI/Observation/R... | \n", "... | \n", "1.603095e+06 | \n", "3.327812e+05 | \n", "AKARI/FIS.N160/Vega | \n", "Vega | \n", "0.145898 | \n", "Jy | \n", "0.0 | \n", "Pogson | \n", "0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
5008 | \n", "ivo://svo/fps | \n", "Herschel/Pacs.red | \n", "Angstrom | \n", "em.wl | \n", "Herschel | \n", "0 | \n", "\n", " | Pacs | \n", "Herschel | \n", "https://nhscsci.ipac.caltech.edu/sc/index.php/... | \n", "... | \n", "1.569063e+06 | \n", "7.495406e+05 | \n", "Herschel/Pacs.red/Vega | \n", "Vega | \n", "0.143548 | \n", "Jy | \n", "0.0 | \n", "Pogson | \n", "0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
5009 | \n", "ivo://svo/fps | \n", "ISO/PHT-C.160mu | \n", "Angstrom | \n", "em.wl | \n", "ISO | \n", "0 | \n", "\n", " | PHT | \n", "ISO | \n", "http://general-tools.cosmos.esa.int/iso/manual... | \n", "... | \n", "1.597013e+06 | \n", "5.584378e+05 | \n", "ISO/PHT-C.160mu/Vega | \n", "Vega | \n", "0.134895 | \n", "Jy | \n", "0.0 | \n", "Pogson | \n", "0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
5010 | \n", "ivo://svo/fps | \n", "ISO/PHT-C.180mu | \n", "Angstrom | \n", "em.wl | \n", "ISO | \n", "0 | \n", "\n", " | PHT | \n", "ISO | \n", "http://general-tools.cosmos.esa.int/iso/manual... | \n", "... | \n", "1.742852e+06 | \n", "4.259885e+05 | \n", "ISO/PHT-C.180mu/Vega | \n", "Vega | \n", "0.119502 | \n", "Jy | \n", "0.0 | \n", "Pogson | \n", "0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
5011 | \n", "ivo://svo/fps | \n", "ISO/PHT-C.200mu | \n", "Angstrom | \n", "em.wl | \n", "ISO | \n", "0 | \n", "\n", " | PHT | \n", "ISO | \n", "http://general-tools.cosmos.esa.int/iso/manual... | \n", "... | \n", "1.979992e+06 | \n", "2.962398e+05 | \n", "ISO/PHT-C.200mu/Vega | \n", "Vega | \n", "0.094259 | \n", "Jy | \n", "0.0 | \n", "Pogson | \n", "0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
5012 | \n", "ivo://svo/fps | \n", "SOFIA/HAWC.E | \n", "Angstrom | \n", "em.wl | \n", "\n", " | 0 | \n", "\n", " | HAWC | \n", "SOFIA | \n", "https://www.sofia.usra.edu/science/proposing-a... | \n", "... | \n", "2.123903e+06 | \n", "4.403009e+05 | \n", "SOFIA/HAWC.E/Vega | \n", "Vega | \n", "0.082318 | \n", "Jy | \n", "0.0 | \n", "Pogson | \n", "0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
5013 | \n", "ivo://svo/fps | \n", "Herschel/SPIRE.PSW | \n", "Angstrom | \n", "em.wl | \n", "SPIRE | \n", "0 | \n", "\n", " | SPIRE | \n", "Herschel | \n", "http://herschel.esac.esa.int/Docs/SPIRE/html/s... | \n", "... | \n", "2.449650e+06 | \n", "7.770002e+05 | \n", "Herschel/SPIRE.PSW/Vega | \n", "Vega | \n", "0.060750 | \n", "Jy | \n", "0.0 | \n", "Pogson | \n", "0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
5014 | \n", "ivo://svo/fps | \n", "COBE/DIRBE.240m | \n", "Angstrom | \n", "em.wl | \n", "DIRBE | \n", "0 | \n", "\n", " | DIRBE | \n", "COBE | \n", "https://lambda.gsfc.nasa.gov/product/cobe/c_sp... | \n", "... | \n", "2.353122e+06 | \n", "1.008312e+06 | \n", "COBE/DIRBE.240m/Vega | \n", "Vega | \n", "0.061681 | \n", "Jy | \n", "0.0 | \n", "Pogson | \n", "0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
5015 | \n", "ivo://svo/fps | \n", "Herschel/SPIRE.PSW_ext | \n", "Angstrom | \n", "em.wl | \n", "SPIRE | \n", "0 | \n", "\n", " | SPIRE | \n", "Herschel | \n", "http://herschel.esac.esa.int/Docs/SPIRE/html/s... | \n", "... | \n", "2.492830e+06 | \n", "6.589304e+05 | \n", "Herschel/SPIRE.PSW_ext/Vega | \n", "Vega | \n", "0.058680 | \n", "Jy | \n", "0.0 | \n", "Pogson | \n", "0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
5016 | \n", "ivo://svo/fps | \n", "Herschel/SPIRE.PMW | \n", "Angstrom | \n", "em.wl | \n", "SPIRE | \n", "0 | \n", "\n", " | SPIRE | \n", "Herschel | \n", "http://herschel.esac.esa.int/Docs/SPIRE/html/s... | \n", "... | \n", "3.437871e+06 | \n", "1.059688e+06 | \n", "Herschel/SPIRE.PMW/Vega | \n", "Vega | \n", "0.030295 | \n", "Jy | \n", "0.0 | \n", "Pogson | \n", "0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
5017 | \n", "ivo://svo/fps | \n", "Herschel/SPIRE.PMW_ext | \n", "Angstrom | \n", "em.wl | \n", "SPIRE | \n", "0 | \n", "\n", " | SPIRE | \n", "Herschel | \n", "http://herschel.esac.esa.int/Docs/SPIRE/html/s... | \n", "... | \n", "3.496571e+06 | \n", "9.371992e+05 | \n", "Herschel/SPIRE.PMW_ext/Vega | \n", "Vega | \n", "0.029263 | \n", "Jy | \n", "0.0 | \n", "Pogson | \n", "0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
5018 | \n", "ivo://svo/fps | \n", "Herschel/SPIRE.PLW | \n", "Angstrom | \n", "em.wl | \n", "SPIRE | \n", "0 | \n", "\n", " | SPIRE | \n", "Herschel | \n", "http://herschel.esac.esa.int/Docs/SPIRE/html/s... | \n", "... | \n", "4.890142e+06 | \n", "1.998631e+06 | \n", "Herschel/SPIRE.PLW/Vega | \n", "Vega | \n", "0.014141 | \n", "Jy | \n", "0.0 | \n", "Pogson | \n", "0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
5019 | \n", "ivo://svo/fps | \n", "Herschel/SPIRE.PLW_ext | \n", "Angstrom | \n", "em.wl | \n", "SPIRE | \n", "0 | \n", "\n", " | SPIRE | \n", "Herschel | \n", "http://herschel.esac.esa.int/Docs/SPIRE/html/s... | \n", "... | \n", "5.034501e+06 | \n", "1.848042e+06 | \n", "Herschel/SPIRE.PLW_ext/Vega | \n", "Vega | \n", "0.013288 | \n", "Jy | \n", "0.0 | \n", "Pogson | \n", "0.0 | \n", "http://svo2.cab.inta-csic.es//theory/fps/fps.p... | \n", "
5020 rows × 31 columns
\n", "