NAAP Astronomy Labs - Cosmic Distance Ladder - Supernova Light Curve Fitting Explorer

    Caption: The fitting of observed supernova light curves to a fiducial normal SN Ia light curve illustrated dynamically by NAAP applet: Supernova Light Curve Fitting Explorer provided by NAAP.

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    Features:

    1. Just push all the buttons and see what they do to gain insight.

    2. The fitting is used to determine the distance to SNe Ia (Type Ia supernovae) which is virtually the same as the distance to their parent galaxies.

      We derive the procedure below.

    3. You should play around with the applet to get a feel for what it is and does.

    4. The terms needed for applet need some explanation. For now, just click on any of the keywords given below as you feel the need:

        Keywords: cosmological proper distance, distance modulus, flux, inverse-square law, light, light curve, luminosity, luminosity distance, magnitude (absolute magnitude, apparent magnitude), maximum light (peak light), megaparsecs, standard candle, supernovae (SNe), Type Ia supernovae (SNe Ia).

    5. The distance determination makes use of inverse-square law for light and SNe Ia as standard candles.

    6. The inverse-square law for light gives the formula

            F = L/(4π*r**2) ,

      where F is flux (energy per unit time per unit area perpendicular to the flux direction), L is luminosity (energy per unit time output by a spherically symmetric source), and r is the distance to the source assuming a STATIC SYSTEM.

      We assume no extinction due to interstellar dust in our discussion---but you have to worry about it in real cases.

      We invert the flux formula to get the formula:

            r = sqrt[L/(4π*F)] .

      Distances found this way are called luminosity distances and the formula is the luminosity distance formula.

    7. If you have a class of astronomical objects of identical luminosity, they are standard candles.

      If their L is known, the luminosity distance formula can be used to get the luminosity distances.

      SNe Ia are NOT exactly standard candles.

      However, SNe Ia are approximately standard candles for crude results and they can be corrected to be very nearly standard candles for much better results.

      Here we will just assume SNe Ia are standard candles as a heuristic simplification.

      Thus, we can find the luminosity distances to SNe Ia.

    8. SNe Ia are comparable in luminosity to entire galaxies, and thus they can be used to measure luminosity distances well into the cosmmological realm.

      At present, the record most distant SNe Ia is at cosmological redshift z ≅ 2.25 (see Wikipedia: List of most distant supernovae, Rodney et al. 2015) corresponding to luminosity distance ≅ 17 Gpc, proper distance ≅ 7 Gpc, and lookback time ≅ 10 Gyr.

      It's NOT clear that SNe Ia at z ≅ 2 can be used to determine accurate luminosity distances yet.

    9. Now note a luminosity distance is only a proper distance (i.e., a real physical distance measurable at one instant by a ruler) for a STATIC SYSTEM.

      The luminosity distances are NOT proper distances for the two following reasons:

      1. The observable universe is an expanding universe: it is NOT as static system.

        Astronomical objects in the cosmological realm move substantially between emitting a light signal and the light being observed at Earth. Space literally grows under the light signal as travels to Earth.

      2. The expansion of the universe also gives a cosmological redshift to propagating light signals reducing their energy. This effect is NOT accounted for in the luminosity distance formula.

    10. The real physical distance to cosmologically remote astronomical objects is called (cosmological) proper distances.

      Proper distances are NOT direct observables. We can only know what they are for astronomical objects for a given cosmologicaly model.

      At present, the overwhelmingly favored cosmological model is the Λ-CDM model (AKA concordance model or standard model of cosmology (SMC)).

    11. Luminosity distances are direct observables.

      But you can only determine them from a known luminosity such as for SNe Ia.

    12. The obtained luminosity distances from SNe Ia were the first evidence for the accelerating universe---which is just what we call the observable universe when acknowledging that the universal expansion is speeding up (i.e., positively accelerating) NOT slowing down (decelerating or negatively accelerating) as was thought before 1998.

      Luminosity distances to SNe Ia are key data in determining the Λ-CDM model parameters.

    13. The Supernova Light Curve Fitting Explorer uses absolute magnitude (which corresponds to luminosity) and apparent magnitude (which corresponds to flux) to determine luminosity distances.

      The luminosity distance is determine via distance modulus.

    14. Distance modulus μ is defined as apparent magnitude minus absolute magnitude.

      The relation of distance modulus to luminosity distances is here derived:

            μ = m_apparent - M_absolute = -2.5*log(F) - [-2.5*log(F_10)]

               = -2.5*log(1/r**2) + 2.5*log(1/10**2) = 5*log(r) - 5 ,

      where luminosity distance r is measured in parsecs (pc), F_10 stands for flux at 10 pc from the source where absolute magnitudes are defined to be measured from, and we use the inverse-square law canceling out the common factors in the derivation to get the expression in terms of r.

      The -5 in the distance modulus is annoying. It is a result of using 10 pc rather than 1 pc as the fiducial distance for absolute magnitude. No one ever changes a klutzy convention in astronomy.

    15. The applet automatically switches back and forth between giving luminosity distance in parsecs or megaparsecs as appropriate.

    16. One can invert the distance modulus formula above to get a luminosity distance formula. The applet has this formula embedded inside it uses the formula to calculate the luminosity distances from distance moduli from the fitted light curves.

      The luminosity distance formula is

            r = 10**(μ/5 + 1) pc = 10**(μ/5 -5 ) Mpc .

      The following table gives some fiducial distance moduli and corresponding luminosity distances.

       
        __________________________________________________________________________________
      
        Table:  Fiducial Distance Moduli and Luminosity Distances 
        __________________________________________________________________________________
        
          μ   Luminosity Distance  Comment
                    (Mpc)
        __________________________________________________________________________________
      
         25           1            Fiducial nearest neighbor intergalactic distance.
         30          10            Of order of distance to the Virgo Cluster.
         35         100            Nearly the distance to the Coma Cluster.
         40        1000            Corresponds to cosmological redshift z ∼ 0.2
         45       10**4            Comparable to the diameter of the observable universe. 
        __________________________________________________________________________________ 

    17. Not all the supernovae in the list for the Supernova Light Curve Fitting Explorer are SNe Ia.

      The light curves for the other kinds of supernovae will NOT fit the shape of the fiducial light curve and no matter how you adjust the level of their light curves you will NOT get an accurate luminosity distance, except by chance.

    18. Actually, even the normal SNe Ia in the list (see below for normal/peculiar specification) are NOT standard candles without correction (as we noted above) which have probably NOT been done.

      So you will not get high accuracy luminosity distances in general for those SNe Ia, but should get not-so-bad ones.

      The SNe Ia in the list which are peculiar may or may NOT have anything close to the normal SN Ia luminosity.

      So you may get very bad luminosity distances for them.

      Note the Supernova Light Curve Fitting Explorer is just an educational tool, and checking on it's accuracy is part of the education.

    19. The 13 supernovae in the list for the Supernova Light Curve Fitting Explorer with supernova type, parent galaxy, and parent galaxy distance specified are:

      1. SN 1987A: a peculiar Type II supernovae / Large Magellanic Cloud (LMC), 0.050(5) Mpc.
      2. SN 1990N: a normal SN Ia / NGC 4639 (Sinbad), 22.5(27) Mpc.
      3. SN 1993J: a Type IIb supernova / M81, 3.62(12) Mpc.
      4. SN 1994I: a Type Ic supernova / Whirlpool Galaxy (M51), 7.9(13) Mpc.
      5. SN 1994Y: a Type IIn supernova / NGC 5371 (Sinbad), 29.5(71) Mpc.
      6. SN 1994ae: probably a normal SN Ia / NGC 3370 (Sinbad), 27.0(40) Mpc.
      7. SN 1995D: probably a normal SN Ia / NGC 2962 (Sinbad), 33.7(65) Mpc.
      8. SN 1998aq: a normal SN Ia / NGC 3982, 20.89(77) Mpc.
      9. SN 1998bu: a normal SN Ia / M96, 9.6(10) Mpc.
      10. SN 1999aa: a peculiar SN Ia / NGC 2595 (Sinbad), 73(14) Mpc.
      11. SN 1999by: a peculiar SN Ia / NGC 2841 (Sinbad), 17.6(52) Mpc.
      12. SN 1999dq: a peculiar SN Ia / NGC 976 (Sinbad), 50.9(57) Mpc.
      13. SN 1999ee: a normal SN Ia / IC 5179 (Sinbad), 43.0(49) Mpc.

    Credit/Permission: © Astronomy Education at the University of Nebraska-Lincoln / Nebraska Astronomy Applet Project (NAAP), before or circa 2014 / Non-profit education use permitted.
    Applet link: NAAP applet: Supernova Light Curve Fitting Explorer.
    Local file: local link: naap_supernovae.html.
    File: Applet file: naap_supernovae.html.