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doc/source/appendixa.rst

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@@ -10,7 +10,7 @@ with **pysynphot**. They are as tabulated below.
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Current descriptions and access to all available
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calibration spectra and astronomical catalogs be found at the
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`CRDS website <http://www.stsci.edu/hst/observatory/crds/astronomical_catalogs.html>`_,
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`CRDS website <http://www.stsci.edu/hst/instrumentation/reference-data-for-calibration-and-tools/astronomical-catalogs.html>`_,
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which supersedes this documentation in case of conflicting information.
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The data files are available at STScI on all science computing clusters in the
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``$PYSYN_CDBS`` directory. Off-site users can obtain these data via
@@ -71,7 +71,7 @@ in CRDS are from "the Grids of ATLAS9-ODFNEW Models and Fluxes" from
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`Dr. F. Castelli's webpage <http://wwwuser.oats.inaf.it/castelli/grids.html>`_
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(created on January 2007) and also available from
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`Dr. R. Kurucz's webpage <http://kurucz.harvard.edu>`_. See
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`Castelli-Kurucz 2004 atlas README file <http://www.stsci.edu/hst/observatory/crds/castelli_kurucz_atlas.html>`_
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`Castelli-Kurucz 2004 atlas README file <http://www.stsci.edu/hst/instrumentation/reference-data-for-calibration-and-tools/astronomical-catalogs/castelli-and-kurucz-atlas.html>`_
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for more details.
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The atlas data files are organized in a similar naming convention as
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:ref:`pysynphot-appendixa-kurucz1993`, and are easily accessible using
@@ -181,7 +181,7 @@ Phoenix Models
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The ``$PYSYN_CDBS/grid/phoenix`` directory contains models provided by
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`F. Allard et al. <http://perso.ens-lyon.fr/france.allard/>`_
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and can be found in the
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`Star, Brown Dwarf, and Planet Simulator <http://phoenix.ens-lyon.fr/simulator/index.faces>`_. They use static, spherical symmetric, 1D simulations to completely
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`Star, Brown Dwarf, and Planet Simulator <https://phoenix.ens-lyon.fr/simulator/index.faces>`_. They use static, spherical symmetric, 1D simulations to completely
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describe the atmospheric emission spectrum. The models account for the
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formation of molecular bands, such as those of water vapor, methane, or
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titanium dioxide, solving for the transfer equation over more than 20,000
@@ -190,7 +190,7 @@ resolution. The line selection is repeated at each iteration of the model
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until it has converged and the thermal structure obtained. The models here
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are calculated with a cloud model, valid across the entire parameter range.
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See
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`Phoenix models README file <http://www.stsci.edu/hst/observatory/crds/SIfileInfo/pysynphottables/index_phoenix_models_html>`_
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`Phoenix models README file <http://www.stsci.edu/hst/instrumentation/reference-data-for-calibration-and-tools/astronomical-catalogs/phoenix-models-available-in-pysynphot>`_
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for more details.
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The atlas data files are organized in a similar naming convention as
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:ref:`pysynphot-appendixa-kurucz1993`, and are easily accessible using
@@ -259,7 +259,7 @@ limit of the instrument. As a result, **pysynphot** may underestimate the total
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counts. Users should check that the wavelength range of the spectrum they are
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using is compatible with the wavelength range of the calculation they require.
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See `CALSPEC Calibration Database <http://www.stsci.edu/hst/observatory/crds/calspec.html>`_
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See `CALSPEC Calibration Database <http://www.stsci.edu/hst/instrumentation/reference-data-for-calibration-and-tools/astronomical-catalogs/calspec.html>`_
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for available spectra and their descriptions.
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classes at solar abundance, and metal-weak and metal-rich F-K dwarf
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and G-K giant components. Each spectrum in the library is a combination of
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several sources overlapping in wavelength coverage. See
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`Pickles library README file <http://www.stsci.edu/hst/observatory/crds/pickles_atlas.html>`_
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`Pickles library README file <http://www.stsci.edu/hst/instrumentation/reference-data-for-calibration-and-tools/astronomical-catalogs/pickles-atlas.html>`_
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for more details.
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The library data were obtained from
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blanketed flux spectrum for a theoretical stellar model atmosphere.
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Data files are named "bk_mnnnn.fits", where ``m`` is the block code and
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``nnnn`` the sequence number. See
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`Buser-Kurucz atlas README file <http://www.stsci.edu/hst/observatory/crds/bkmodels.html>`_
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`Buser-Kurucz atlas README file <http://www.stsci.edu/hst/instrumentation/reference-data-for-calibration-and-tools/astronomical-catalogs/buser-kurucz-atlas.html>`_
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for more details, in including the mapping of filenames to their respective
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parameter specifications.
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@@ -341,7 +341,7 @@ The ``$PYSYN_CDBS/grid/bz77`` directory contains 77 stellar spectra that are
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frequently used in the synthesis of galaxy spectra. They were provided by
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Gustavo Bruzual. Each spectrum is stored in a table named "bz_nn.fits",
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where ``nn`` runs from 1 to 77. See
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`Bruzual atlas README file <http://www.stsci.edu/hst/observatory/crds/bz77.html>`_
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`Bruzual atlas README file <http://www.stsci.edu/hst/instrumentation/reference-data-for-calibration-and-tools/astronomical-catalogs/bruzual-atlas.html>`_
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for a mapping of filenames to their respective spectral types.
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The example below loads a source spectrum of spectral type G5V from the atlas:
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The spectra cover the wavelength range 3130 to 10800 Angstroms.
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Each spectrum is stored in a table named "gs_nnn.fits",
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where ``nnn`` runs from 1 to 175. See
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`Gunn-Stryker atlas README file <http://www.stsci.edu/hst/observatory/crds/gs.html>`_
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`Gunn-Stryker atlas README file <http://www.stsci.edu/hst/instrumentation/reference-data-for-calibration-and-tools/astronomical-catalogs/gunn-stryker-atlas-list.html>`_
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for a mapping of filenames to their respective spectral types.
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The example below loads a source spectrum of spectral type G5V from the atlas:
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colors.
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Each spectrum is stored in a table named "bpgs_nnn.fits",
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where ``nnn`` runs from 1 to 175. See
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`Bruzual-Persson-Gunn-Stryker atlas README file <http://www.stsci.edu/hst/observatory/crds/bpgs.html>`_
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`Bruzual-Persson-Gunn-Stryker atlas README file <http://www.stsci.edu/hst/instrumentation/reference-data-for-calibration-and-tools/astronomical-catalogs/bruzual-persson-gunn-stryker-atlas-list.html>`_
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for a mapping of filenames to their respective spectral types.
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Note that the spectral data for all of the stars in this atlas have been
@@ -418,7 +418,7 @@ They cover the wavelength range 3510 to 7427 Angstroms at a resolution of
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approximately 4.5 Angstroms.
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Each spectrum is stored in a table named "jc_nnn.fits",
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where ``nnn`` runs from 1 to 161. See
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`Jacoby-Hunter-Christian atlas README file <http://www.stsci.edu/hst/observatory/crds/JHC.html>`_
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`Jacoby-Hunter-Christian atlas README file <http://www.stsci.edu/hst/instrumentation/reference-data-for-calibration-and-tools/astronomical-catalogs/jacoby-hunter-christian-atlas.html>`_
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for a mapping of filenames to their respective spectral types.
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The example below loads a source spectrum of spectral type G0V from the atlas:
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The flux unit is solar luminosity per Angstrom.
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The nebular contribution to the SED (i.e., emission lines and nebular continuum)
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is not included in the spectra. See
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`Bruzual-Charlot atlas README file <http://www.stsci.edu/hst/observatory/crds/cdbs_bc95.html>`_
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`Bruzual-Charlot atlas README file <http://www.stsci.edu/hst/instrumentation/reference-data-for-calibration-and-tools/astronomical-catalogs/the-bruzual-charlot-atlas.html>`_
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for available spectra and their descriptions.
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The example below loads a galaxy spectrum with Salpeter IMF containing mass
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galaxies (:ref:`Calzetti et al. 1994 <synphot-ref-calzetti1994>`).
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The flux of the spectral templates has been normalized to a visual magnitude
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of 12.5 ``stmag``. See
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`Kinney-Calzetti atlas README file <http://www.stsci.edu/hst/observatory/crds/cdbs_kc96.html>`_
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`Kinney-Calzetti atlas README file <http://www.stsci.edu/hst/instrumentation/reference-data-for-calibration-and-tools/astronomical-catalogs/the-kinney-calzetti-spetral-atlas.html>`_
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for more details.
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The example below loads a galaxy spectrum from the elliptical template:
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The flux of the LINER and Seyfert 2 templates is normalized to a Johnson *V*
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magnitude of 12.5 ``stmag``, while the Seyfert 1 and QSO templates are
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normalized to a Johnson *B* magnitude of 12.5 ``stmag``. See
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`AGN atlas README file <http://www.stsci.edu/hst/observatory/crds/cdbs_agn.html>`_
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`AGN atlas README file <http://www.stsci.edu/hst/instrumentation/reference-data-for-calibration-and-tools/astronomical-catalogs/the-agn-atlas.html>`_
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for more details.
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The example below loads a Seyfert 2 spectrum:
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The ``$PYSYN_CDBS/grid/galactic`` directory contains the model spectra of
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Orion nebula and NGC 7009 planetary nebula (J. R. Walsh, private communication).
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See
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`Galactic atlas README file <http://www.stsci.edu/hst/observatory/crds/cdbs_galactic.html>`_
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`Galactic atlas README file <http://www.stsci.edu/hst/instrumentation/reference-data-for-calibration-and-tools/astronomical-catalogs/the-galactic-emission-line-object-atlas.html>`_
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for more details.
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The example below loads the spectrum for Orion nebula:
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=========================
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The ``$PYSYN_CDBS/etc/source`` directory contains spectra for
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`various non-stellar objects used in ETC <http://etc.stsci.edu/etcstatic/users_guide/1_ref_2_spectral_distribution.html#non-stellar-spectra>`_. See `Non-stellar objects README file <http://www.stsci.edu/hst/observatory/crds/non-stellar.html>`_
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for more details.
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`various non-stellar objects used in ETC <http://etc.stsci.edu/etcstatic/users_guide/1_ref_2_spectral_distribution.html#non-stellar-spectra>`_.
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See `Non-stellar spectra <http://www.stsci.edu/hst/instrumentation/reference-data-for-calibration-and-tools/astronomical-catalogs/non-stellar-spectra.html>`_ for more details.
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The example below loads a spectrum for Gliese 229B brown dwarf:
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doc/source/appendixb.rst

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The throughput data give the system photon response to point sources of the
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2.5-m SDSS survey telescope, including extinction through an airmass of 1.3 at
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`Apache Point Observatory <http://www.apo.nmsu.edu/>`_ (to which all SDSS
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`Apache Point Observatory <https://www.apo.nmsu.edu/>`_ (to which all SDSS
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photometry is referenced).
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Originally, the *ugriz* system was intended to be identical to the
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:math:`u^{\prime} g^{\prime} r^{\prime} i^{\prime} z^{\prime}`
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of processing the SDSS data, an unpleasant discovery was made that
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the filters in the 2.5-m telescope have significantly different
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effective wavelengths from the filters in the
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`USNO <http://www.usno.navy.mil/USNO/>`_ telescope, which was used to observe
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`USNO <https://www.usno.navy.mil/USNO/>`_ telescope, which was used to observe
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the :math:`u^{\prime} g^{\prime} r^{\prime} i^{\prime} z^{\prime}`
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standards; The difference originates from the USNO filters being exposed to
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ambient air, while the survey-telescope filters live in the vacuum of the

doc/source/index.rst

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Astrolib PySynphot (hereafter referred to only as **pysynphot**) is an
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object-oriented replacement for STSDAS SYNPHOT synthetic photometry package in
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IRAF. It is distributed as part of
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`AstroConda <http://astroconda.readthedocs.io/en/latest/>`_ (preferred)
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and also as `standalone <https://pypi.python.org/pypi/pysynphot/>`_.
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`AstroConda <https://astroconda.readthedocs.io/en/latest/>`_ (preferred)
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and also as `standalone <https://pypi.org/project/pysynphot/>`_.
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Although this package was developed for HST, it can be utilized with other
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observatories.
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`Astrophysics Source Code Library <http://ascl.net/1303.023>`_.
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If you have questions or concerns regarding the software, please contact
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STScI Help Desk via ``help[at]stsci.edu``.
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STScI Help Desk via `hsthelp.stsci.edu <https://hsthelp.stsci.edu>`_.
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.. _pysynphot-installation-setup:
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If missing, the following dependencies must also be installed:
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* `astropy <https://pypi.python.org/pypi/astropy>`_ 1.1 or greater
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* `numpy <https://pypi.python.org/pypi/numpy>`_ 1.9 or greater
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* `matplotlib <http://matplotlib.org/>`_ (optional)
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* `astropy https://pypi.org/project/astropy/>`_ 1.1 or greater
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* `numpy <https://pypi.org/project/numpy/>`_ 1.9 or greater
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* `matplotlib <https://matplotlib.org/>`_ (optional)
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Data files for **pysynphot** are distributed separately by
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`Calibration Reference Data System <http://www.stsci.edu/hst/observatory/crds/throughput.html>`_.
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`Calibration Reference Data System <http://www.stsci.edu/hst/instrumentation/reference-data-for-calibration-and-tools/synphot-throughput-tables.html>`_.
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They are expected to follow a certain directory structure under the root
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directory, identified by the ``PYSYN_CDBS`` environment variable that *must* be
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set prior to using this package. In the example below, the root directory is
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>>> import pysynphot as S
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For plotting, make sure you have the optional
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`matplotlib <http://matplotlib.org/>`_ package and turn on its interactive mode:
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`matplotlib <https://matplotlib.org/>`_ package and turn on its interactive mode:
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>>> import matplotlib.pyplot as plt
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>>> plt.ion()
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.. _synphot-ref-demarchi2004:
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* `De Marchi, G. et al. 2004, ISR ACS 2004-08: Detector Quantum Efficiency and Photometric Zero Points of the ACS (Baltimore, MD: STScI) <http://www.stsci.edu/hst/acs/documents/isrs/isr0408.pdf>`_
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* `De Marchi, G. et al. 2004, ISR ACS 2004-08: Detector Quantum Efficiency and Photometric Zero Points of the ACS (Baltimore, MD: STScI) <http://www.stsci.edu/files/live/sites/www/files/home/hst/instrumentation/acs/documentation/instrument-science-reports-isrs/_documents/isr0408.pdf>`_
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.. _synphot-ref-diaz2012:
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* `Diaz, R.I. 2012, ISR CDBS 2012-01: pysynphot/Synphot Throughput Files: Mapping to instrument components for ACS, COS, and WFC3 (Baltimore, MD: STScI) <http://www.stsci.edu/hst/observatory/crds/documents/TIR-CDBS-2012-01.pdf>`_
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* `Diaz, R.I. 2012, ISR CDBS 2012-01: pysynphot/Synphot Throughput Files: Mapping to instrument components for ACS, COS, and WFC3 (Baltimore, MD: STScI) <http://www.stsci.edu/files/live/sites/www/files/home/hst/instrumentation/reference-data-for-calibration-and-tools/documentation/_documents/TIR-CDBS-2012-01.pdf>`_
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.. _synphot-ref-francis1991:
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.. _synphot-ref-laidler2008:
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* `Laidler, V., et al. 2008, Synphot Data User's Guide, Version 1.2 (Baltimore, MD: STScI) <http://www.stsci.edu/hst/HST_overview/documents/synphot/hst_synphotTOC.html>`_
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* `Laidler, V., et al. 2008, Synphot Data User's Guide, Version 1.2 (Baltimore, MD: STScI) <http://www.stsci.edu/files/live/sites/www/files/home/hst/documentation/_documents/hst_synphot.pdf>`_
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.. _synphot-ref-landolt1983:
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* Maiz Apellaniz, J. 2006, AJ, 131, 1184
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* `matplotlib Tutorial <http://matplotlib.org/users/pyplot_tutorial.html>`_
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* `matplotlib Tutorial <https://matplotlib.org/users/pyplot_tutorial.html>`_
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.. _synphot-ref-morrissey2007:
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* Prevot, M. L., Lequeux, J., Prevot, L., Maurice, E., & Rocca-Volmerange, B. 1984, A&A, 132, 389
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* `pysynphot Code Repository <https://aeon.stsci.edu/ssb/trac/astrolib/browser/trunk/pysynphot>`_
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* `pysynphot Code Repository <https://github.com/spacetelescope/pysynphot/>`_
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* `pysynphot Open Issues <https://aeon.stsci.edu/ssb/trac/astrolib/query?status=assigned&status=new&status=reopened&component=pysynphot&col=id&col=summary&col=owner&col=type&col=status&col=priority&col=milestone&order=priority>`_
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* `pysynphot Open Issues <https://github.com/spacetelescope/pysynphot/issues>`_
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.. _synphot-ref-rybicki1979:
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doc/source/observation.rst

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#. The input parameters were originally structured to mimic what is contained
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in the exposure logsheets found in HST observing proposals in
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`Astronomer's Proposal Tool (APT) <http://www.stsci.edu/hst/proposing/apt>`_.
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`Astronomer's Proposal Tool (APT) <http://www.stsci.edu/scientific-community/software/astronomers-proposal-tool-apt.html>`_.
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#. For the spectroscopic instruments, it will automatically search for and
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use a :ref:`wavelength table <pysynphot-wavelength-table>` that is
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appropriate for the selected instrumental dispersion mode.

doc/source/tutorials.rst

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HST bandpasses store their :ref:`pysynphot-formula-uresp` values under the
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``PHOTFLAM`` keyword in image headers. This keyword is then used to compute
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``stmag`` zeropoint for the respective bandpass (e.g.,
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`ACS <http://www.stsci.edu/hst/acs/analysis/zeropoints>`_ and
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`WFC3 <http://www.stsci.edu/hst/wfc3/phot_zp_lbn>`_).
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`ACS <http://www.stsci.edu/hst/instrumentation/acs/data-analysis/zeropoints.html>`_ and
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`WFC3 <http://www.stsci.edu/hst/instrumentation/wfc3/data-analysis/photometric-calibration.html#section-14525acb-c4ec-4fe8-9d25-c9606f1ea62e>`_).
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In this tutorial, you will learn how to calculate the ``stmag`` zeropoint for
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the F555W filter in HST/ACS WFC1 detector:

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