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Semi-analytic Modeling: Creation of the Far-IR Populations Andrew Benson, Caltech
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Talk Overview Creation of the Far-IR Populations SPICA Workshop, November 2006
GALFORM Model GALFORM Model Gravitational collapse Dark matter and gas distributions Gas cooling rates Star formation, feedback Dynamical friction Luminosities, colors Positions and velocities Star formtn. rate, ages, composition Structure & Dynamics Morphology State of the Art: Semi-analytic Models Collaborators Carlos Frenk, Shaun Cole, Cedric Lacey, Carlton Baugh, Richard Bower, John Helly, Rowena Malbon, Cesario Almeida ( ICC, Durham, U.K. ) Martin Stringer ( Oxford University, UK/Caltech ) Creation of the Far-IR Populations SPICA Workshop, November 2006
How Do We Model Galaxy Formation? Cole et al. 2000 Combination of simulations,  analytic results and recipes  with parameters Creation of the Far-IR Populations SPICA Workshop, November 2006
Tracking the Growth of Black Holes Rowena Malbon et al. 2006 ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Creation of the Far-IR Populations SPICA Workshop, November 2006
Fundamental Plane of Ellipticals Cesario Almeida et al. 2006 Comparison of predicted sizes of local bulge  dominated galaxies with  SDSS analysis by  Bernardi et al. 2005 Creation of the Far-IR Populations SPICA Workshop, November 2006
Physical Model: Star Formation Gravitational collapse Dark matter and gas distributions Gas cooling rates Star formation, feedback Dynamical friction GALFORM Model GALFORM Model Supernovae energetics/dynamics Molecular cloud collisions Pressure-induced star formation Galactic fountain Multi-phase interstellar medium Creation of the Far-IR Populations SPICA Workshop, November 2006
Need for “Complicated” Models? Mass to light ratio Total group  luminosity Variation of M/L with total group luminosity shows how  the efficiency of galaxy  formation should depend on  halo mass.  Galaxy  formation most  efficient Effectiveness of feedback  processes and variation in  gas cooling time within haloes  of different mass drive change in M/L Eke et al. 2004, 2005 Creation of the Far-IR Populations SPICA Workshop, November 2006
The Challenge of (sub-)mm Galaxies Creation of the Far-IR Populations SPICA Workshop, November 2006
The Challenge of (sub-)mm Galaxies SCUBA image of HDF  More star formation at high-z? Creation of the Far-IR Populations SPICA Workshop, November 2006
The Challenge of (sub-)mm Galaxies *Population of sources missed by Lyman-break dropout & UV imaging *Possibly more star formation at high redshift than previously thought *Inferred SFRs huge ~ 1000 Msun/yr!  *Is all emission due to starburst or is some from an AGN? *Is a SCUBA source an elliptical galaxy in formation?  *Massive galaxies in place at high-z? How can SCUBA sources be accommodated in  hierarchical models? Creation of the Far-IR Populations SPICA Workshop, November 2006
Modeling Dust Extinction & Emission *Naïve model:  assume dust temperature  *Physically inconsistent! *Dust temperature should be determined by thermal equilibrium between  heating and cooling of grains *With the bolometric luminosity and dust mass as parameters, and  with the  dust in thermal equilibrium,  Which gives : Creation of the Far-IR Populations SPICA Workshop, November 2006
[object Object],[object Object],[object Object],Modeling Dust Extinction & Emission ,[object Object],[object Object],Creation of the Far-IR Populations SPICA Workshop, November 2006
[object Object],Model for Radio Emission (Bressan, Silva & Granato 2002) ,[object Object],Creation of the Far-IR Populations SPICA Workshop, November 2006
Modeling Dust Extinction & Emission ,[object Object],[object Object],[object Object],[object Object],[object Object],Creation of the Far-IR Populations SPICA Workshop, November 2006
Modeling Dust Extinction & Emission ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Creation of the Far-IR Populations SPICA Workshop, November 2006
Modeling Dust Extinction & Emission ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Creation of the Far-IR Populations SPICA Workshop, November 2006
Modeling Dust Extinction & Emission ,[object Object],[object Object],Creation of the Far-IR Populations SPICA Workshop, November 2006
Examples of Predicted SF Rates Star formation rate GREEN: total RED: Starbursts BLUE:  Quiescent Disks Creation of the Far-IR Populations SPICA Workshop, November 2006
Example SEDs from CDM Model Quiescent spiral  Ongoing burst dust stars Creation of the Far-IR Populations SPICA Workshop, November 2006
Model SEDs Compared to Observations M51 (spiral)  M82 (starburst) ,[object Object],Creation of the Far-IR Populations SPICA Workshop, November 2006
Cosmic Background from Galaxies no dust bursts quiescent total ,[object Object],[object Object],[object Object],TeV  absn Creation of the Far-IR Populations SPICA Workshop, November 2006
Standard High-z Predictions 850 micron counts Lyman-break luminosity function at z=3  Creation of the Far-IR Populations SPICA Workshop, November 2006
Number Counts in near- & mid-IR Spitzer 3.6   m  Spitzer 8   m ,[object Object],[object Object],no dust bursts quiescent total Creation of the Far-IR Populations SPICA Workshop, November 2006
Changes Made to Improve Predictions ,[object Object],[object Object],[object Object],Creation of the Far-IR Populations SPICA Workshop, November 2006
Changes Made to Improve Predictions ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Creation of the Far-IR Populations SPICA Workshop, November 2006
Predictions with a Flat IMF in Starbursts 850 micron counts Lyman break LF z=3 Creation of the Far-IR Populations SPICA Workshop, November 2006
Which Changes Drive Agreement? Use standard IMF in bursts Switch off minor merger bursts Creation of the Far-IR Populations SPICA Workshop, November 2006
Predicted/Observed 850   N(z) Baugh et al. (2005) Chapman et al. (2003) Creation of the Far-IR Populations SPICA Workshop, November 2006
Predictions at Other Wavelengths 8 micron counts and N(z) : dust & PAHs start to dominate Creation of the Far-IR Populations SPICA Workshop, November 2006
Predictions at Other Wavelengths 160 micron number counts and redshift distribution Creation of the Far-IR Populations SPICA Workshop, November 2006
Predictions at Other Wavelengths 24 micron number counts and redshift distribution Accurate modelling of PAHs essential Creation of the Far-IR Populations SPICA Workshop, November 2006
Predictions at Other Wavelengths Discrepancy with inferred Photo-z n(z) at 24 microns Sources brighter than  83 micro Jy. Creation of the Far-IR Populations SPICA Workshop, November 2006
Evidence in Support of Top-Heavy IMF Model with top-heavy  IMF matches metal  abundances in ICM Nagashima et al. 2005 Type I & Type II SN Creation of the Far-IR Populations SPICA Workshop, November 2006
Number Counts at 24  m Accurate modelling of PAH emission is crucial Creation of the Far-IR Populations SPICA Workshop, November 2006
Number Counts in Far-IR 70   m  160   m Creation of the Far-IR Populations SPICA Workshop, November 2006
Predicted dN/dz at 3.6  m Creation of the Far-IR Populations SPICA Workshop, November 2006
Predicted dN/dz at 24  m Creation of the Far-IR Populations SPICA Workshop, November 2006
Predicted dN/dz at 70  m Creation of the Far-IR Populations SPICA Workshop, November 2006
Conclusions ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Creation of the Far-IR Populations SPICA Workshop, November 2006
 
Evolution of stellar mass function ,[object Object],[object Object],[object Object],Modeling Galaxy Formation IR/sub-mm/mm Sack Lunch, September 2006
Physical Model: Star Formation ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],rules used in G ALFORM ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Reionization at z=17: Can WMAP be correct? Jodrell Bank, October 2005
Formation of a Galaxy in  G ALFORM ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Reionization at z=17: Can WMAP be correct? Jodrell Bank, October 2005
Why do we need to do better? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Sand, Treu & Ellis ,[object Object],[object Object],[object Object],Tangential arc Radial arc Elliptical galaxy Role of Theory Galaxy Formation for the Next Decade University of Pittsburgh, January 2005
Building the Luminosity Function ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Benson  et al. (2003) Dark matter halo masses: luminosity  ∝  mass Cole et al. (2001) ,[object Object],[object Object],[object Object],[object Object],Benson  et al. (2003) G ALFORM ,[object Object],[object Object],[object Object],[object Object],[object Object],Benson  et al. (2003) Benson et al. (2003) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Benson  et al. (2003) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Benson  et al. (2003) Galaxy Formation for the Next Decade University of Pittsburgh, January 2005
Global star formation history Dynamical time scaling Fixed timescale Baugh et al. 2005
Modelling dust extinction and emission ,[object Object],[object Object],[object Object],[object Object]

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Semi-Analytic Modeling: Creation of the Far-IR Populations

  • 1. Semi-analytic Modeling: Creation of the Far-IR Populations Andrew Benson, Caltech
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  • 3. GALFORM Model GALFORM Model Gravitational collapse Dark matter and gas distributions Gas cooling rates Star formation, feedback Dynamical friction Luminosities, colors Positions and velocities Star formtn. rate, ages, composition Structure & Dynamics Morphology State of the Art: Semi-analytic Models Collaborators Carlos Frenk, Shaun Cole, Cedric Lacey, Carlton Baugh, Richard Bower, John Helly, Rowena Malbon, Cesario Almeida ( ICC, Durham, U.K. ) Martin Stringer ( Oxford University, UK/Caltech ) Creation of the Far-IR Populations SPICA Workshop, November 2006
  • 4. How Do We Model Galaxy Formation? Cole et al. 2000 Combination of simulations, analytic results and recipes with parameters Creation of the Far-IR Populations SPICA Workshop, November 2006
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  • 6. Fundamental Plane of Ellipticals Cesario Almeida et al. 2006 Comparison of predicted sizes of local bulge dominated galaxies with SDSS analysis by Bernardi et al. 2005 Creation of the Far-IR Populations SPICA Workshop, November 2006
  • 7. Physical Model: Star Formation Gravitational collapse Dark matter and gas distributions Gas cooling rates Star formation, feedback Dynamical friction GALFORM Model GALFORM Model Supernovae energetics/dynamics Molecular cloud collisions Pressure-induced star formation Galactic fountain Multi-phase interstellar medium Creation of the Far-IR Populations SPICA Workshop, November 2006
  • 8. Need for “Complicated” Models? Mass to light ratio Total group luminosity Variation of M/L with total group luminosity shows how the efficiency of galaxy formation should depend on halo mass. Galaxy formation most efficient Effectiveness of feedback processes and variation in gas cooling time within haloes of different mass drive change in M/L Eke et al. 2004, 2005 Creation of the Far-IR Populations SPICA Workshop, November 2006
  • 9. The Challenge of (sub-)mm Galaxies Creation of the Far-IR Populations SPICA Workshop, November 2006
  • 10. The Challenge of (sub-)mm Galaxies SCUBA image of HDF More star formation at high-z? Creation of the Far-IR Populations SPICA Workshop, November 2006
  • 11. The Challenge of (sub-)mm Galaxies *Population of sources missed by Lyman-break dropout & UV imaging *Possibly more star formation at high redshift than previously thought *Inferred SFRs huge ~ 1000 Msun/yr! *Is all emission due to starburst or is some from an AGN? *Is a SCUBA source an elliptical galaxy in formation? *Massive galaxies in place at high-z? How can SCUBA sources be accommodated in hierarchical models? Creation of the Far-IR Populations SPICA Workshop, November 2006
  • 12. Modeling Dust Extinction & Emission *Naïve model: assume dust temperature *Physically inconsistent! *Dust temperature should be determined by thermal equilibrium between heating and cooling of grains *With the bolometric luminosity and dust mass as parameters, and with the dust in thermal equilibrium, Which gives : Creation of the Far-IR Populations SPICA Workshop, November 2006
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  • 19. Examples of Predicted SF Rates Star formation rate GREEN: total RED: Starbursts BLUE: Quiescent Disks Creation of the Far-IR Populations SPICA Workshop, November 2006
  • 20. Example SEDs from CDM Model Quiescent spiral Ongoing burst dust stars Creation of the Far-IR Populations SPICA Workshop, November 2006
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  • 23. Standard High-z Predictions 850 micron counts Lyman-break luminosity function at z=3 Creation of the Far-IR Populations SPICA Workshop, November 2006
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  • 27. Predictions with a Flat IMF in Starbursts 850 micron counts Lyman break LF z=3 Creation of the Far-IR Populations SPICA Workshop, November 2006
  • 28. Which Changes Drive Agreement? Use standard IMF in bursts Switch off minor merger bursts Creation of the Far-IR Populations SPICA Workshop, November 2006
  • 29. Predicted/Observed 850  N(z) Baugh et al. (2005) Chapman et al. (2003) Creation of the Far-IR Populations SPICA Workshop, November 2006
  • 30. Predictions at Other Wavelengths 8 micron counts and N(z) : dust & PAHs start to dominate Creation of the Far-IR Populations SPICA Workshop, November 2006
  • 31. Predictions at Other Wavelengths 160 micron number counts and redshift distribution Creation of the Far-IR Populations SPICA Workshop, November 2006
  • 32. Predictions at Other Wavelengths 24 micron number counts and redshift distribution Accurate modelling of PAHs essential Creation of the Far-IR Populations SPICA Workshop, November 2006
  • 33. Predictions at Other Wavelengths Discrepancy with inferred Photo-z n(z) at 24 microns Sources brighter than 83 micro Jy. Creation of the Far-IR Populations SPICA Workshop, November 2006
  • 34. Evidence in Support of Top-Heavy IMF Model with top-heavy IMF matches metal abundances in ICM Nagashima et al. 2005 Type I & Type II SN Creation of the Far-IR Populations SPICA Workshop, November 2006
  • 35. Number Counts at 24  m Accurate modelling of PAH emission is crucial Creation of the Far-IR Populations SPICA Workshop, November 2006
  • 36. Number Counts in Far-IR 70  m 160  m Creation of the Far-IR Populations SPICA Workshop, November 2006
  • 37. Predicted dN/dz at 3.6  m Creation of the Far-IR Populations SPICA Workshop, November 2006
  • 38. Predicted dN/dz at 24  m Creation of the Far-IR Populations SPICA Workshop, November 2006
  • 39. Predicted dN/dz at 70  m Creation of the Far-IR Populations SPICA Workshop, November 2006
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  • 47. Global star formation history Dynamical time scaling Fixed timescale Baugh et al. 2005
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