Modeling CO Emission: I. CO as a Column Density Tracer and the X-Factor in Molecular Clouds
arXiv:1011.2019 · doi:10.1111/j.1365-2966.2010.18005.x
Abstract
Theoretical and observational investigations have indicated that the abundance of carbon monoxide (CO) is very sensitive to intrinsic properties of the gaseous medium, such as density, metallicity, and the background UV field. In order to accurately interpret CO observations, it is thus important to understand how well CO traces the gas, which in molecular clouds (MCs) is predominantly molecular hydrogen (H2). Recent hydrodynamic simulations by Glover & Mac Low have explicitly followed the formation and destruction of molecules in model MCs under varying conditions, confirming that CO formation strongly depends on the cloud properties. Conversely, the H2 formation is primarily determined by the age of the MC. We apply radiative transfer calculations to these MC models in order to investigate the properties of CO line emission. We focus on integrated CO (J=1-0) intensities emerging from individual clouds, including its relationship to the total, H2, and CO column densities, as well as the "X factor," the ratio of H2 column density to CO intensity. Models with high CO abundances have a threshold CO intensity ~65 K km/s at sufficiently large extinctions. Clouds with low CO abundances show no such intensity thresholds. The distribution of H2 column densities are well described as log-normal functions, though the distributions of CO intensities and column densities are usually not log-normal. In general, the PDFs of the integrated intensity do not follow the distribution functions of CO column densities. In the model with Milky Way-like conditions, the X factor is in agreement with the near constant value determined from observations. In clouds with lower CO abundances the X factor can vary appreciably - sometimes by > 4 orders of magnitude. In models with high densities, the CO line is fully saturated, so that the X factor is directly proportional to the molecular column density.
17 pages, including 7 figures, Updated with proof corrections
References in corpus (13)
- Theory of Star Formation
- The Resolved Properties of Extragalactic Giant Molecular Clouds
- The Density Probability Distribution in Compressible Isothermal Turbulence: Solenoidal versus Compressive Forcing
- Rotational quenching of CO due to H collisions
- Simulating the formation of molecular clouds. I. Slow formation by gravitational collapse from static initial conditions
- CO Isotopologues in the Perseus Molecular Cloud Complex: the X-Factor and Regional Variations
- Ultraviolet Survey of CO and H_2 in Diffuse Molecular Clouds: The Reflection of Two Photochemistry Regimes in Abundance Relationships
- Simulating the formation of molecular clouds. II. Rapid formation from turbulent initial conditions
- 2MASS wide field extinction maps - I. The Pipe nebula
- The Spitzer Survey of the Small Magellanic Cloud: FIR Emission and Cold Gas in the SMC
- Models of turbulent dissipation regions in the diffuse interstellar medium
- Direct Measurement of the Ratio of Carbon Monoxide to Molecular Hydrogen in the Diffuse Interstellar Medium
- The Structure of a Low-Metallicity Giant Molecular Cloud Complex
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- The Big Problems in Star Formation: the Star Formation Rate, Stellar Clustering, and the Initial Mass Function
- The metallicity dependence of the CO {\rightarrow} H_2 conversion factor in z>1 star forming galaxies
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- Cold gas properties of the Herschel Reference Survey. II. Molecular and total gas scaling relations
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- The molecular gas in Luminous Infrared Galaxies II: extreme physical conditions, and their effects on the X_{co} factor
- Implementing Molecular Hydrogen in Hydrodynamic Simulations of Galaxy Formation
- The CO-H2 Conversion Factor in Disc Galaxies and Mergers
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- Modeling CO Emission: II. The Physical Characteristics that Determine the X factor in Galactic Molecular Clouds
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- Cold gas properties of the Herschel Reference Survey. I. 12CO(1-0) and HI data
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- On the nature of star-forming filaments: II. Sub-filaments and velocities
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- Cosmological Implications of a Stellar Initial Mass Function that Varies with the Jeans Mass in Galaxies
- Dependence of on metallicity, intensity, and spatial scale in a self-regulated interstellar medium
- Interpreting the sub-linear Kennicutt-Schmidt relationship: The case for diffuse molecular gas
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