PHIBSS: Unified Scaling Relations of Gas Depletion Time and Molecular Gas Fractions
arXiv:1702.01140 · doi:10.3847/1538-4357/aaa4b4
Abstract
This paper provides an update of our previous scaling relations (Genzel et al.2015) between galaxy integrated molecular gas masses, stellar masses and star formation rates, in the framework of the star formation main-sequence (MS), with the main goal to test for possible systematic effects. For this purpose our new study combines three independent methods of determining molecular gas masses from CO line fluxes, far-infrared dust spectral energy distributions, and ~1mm dust photometry, in a large sample of 1444 star forming galaxies (SFGs) between z=0 and 4. The sample covers the stellar mass range log(M*/M_solar)=9.0-11.8, and star formation rates relative to that on the MS, delta_MS=SFR/SFR(MS), from 10^{-1.3} to 10^{2.2}. Our most important finding is that all data sets, despite the different techniques and analysis methods used, follow the same scaling trends, once method-to-method zero point offsets are minimized and uncertainties are properly taken into account. The molecular gas depletion time t_depl, defined as the ratio of molecular gas mass to star formation rate, scales as (1+z)^{-0.6}x(delta_MS)^{-0.44}, and is only weakly dependent on stellar mass. The ratio of molecular-to-stellar mass mu_gas depends on (1+z)^{2.5}x (delta_MS)^{0.52}x(M*)^{-0.36}, which tracks the evolution of the specific star formation rate. The redshift dependence of mu_gas requires a curvature term, as may the mass-dependences of t_depl and mu_gas. We find no or only weak correlations of t_depl and mu_gas with optical size R or surface density once one removes the above scalings, but we caution that optical sizes may not be appropriate for the high gas and dust columns at high-z.
Now accepted by ApJ; Figures and tables have been updated, and an appendix has been added
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- MUSE-ALMA Haloes VII: Survey Science Goals & Design, Data Processing and Final Catalogues
- New Analytic Solutions for Galaxy Evolution II: Wind Recycling, Galactic Fountains and Late-Type Galaxies
- ALMA reveals the molecular gas properties of 5 star-forming galaxies across the main sequence at 3 < z < 3.5
- GOODS-ALMA 2.0: Last gigayear star formation histories of the so-called starbursts within the main sequence
- The Formation History of Subhalos and the Evolution of Satellite Galaxies
- Core Formation in High-z Massive Haloes: Heating by Post Compaction Satellites and Response to AGN Outflows
- Observational Evidence for Enhanced Black Hole Accretion in Giant Elliptical Galaxies
- The JCMT SCUBA-2 Survey of the James Webb Space Telescope North Ecliptic Pole Time-Domain Field
- Galaxy Morphologies Revealed with Subaru HSC and Super-Resolution Techniques I: Major Merger Fractions of L_UV~3-15 L_UV* Dropout Galaxies at z~4-7
- The GOGREEN Survey: Constraining the Satellite Quenching Timescale in Massive Clusters at
- X-ray properties and obscured fraction of AGN in the J1030 Chandra field
- Molecular gas in radio galaxies in dense Mpc-scale environments at
- Accurate dust temperature and star formation rate in the most luminous quasar in the HYPerluminous quasars at the Epoch of ReionizatION (HYPERION) sample
- Comparing the host galaxy ages of X-ray selected AGN in COSMOS: Obscured AGN are associated with older galaxies
- The Carbon-to-H, CO-to-H Conversion Factors and Carbon Abundance on Kiloparsec Scales in Nearby Galaxies
- Probing star formation and ISM properties using galaxy disk inclination I: Evolution in disk opacity since
- The ramp-up of interstellar medium enrichment at z>4
- The effect of active galactic nuclei on the cold interstellar medium in distant star-forming galaxies
- Fountain-driven gas accretion feeding star formation over the disc of NGC 2403
- Suppressed CO emission and high G/D ratios in z=2 galaxies with sub-solar gas-phase metallicity
- Feedback by supermassive black holes in galaxy evolution: impacts of accretion and outflows on the star formation rate
- The HI absorption zoo: JVLA extension to
- An ALMA view of 11 Dusty Star Forming Galaxies at the peak of Cosmic Star Formation History
- Concurrent starbursts in molecular gas disks within a pair of colliding galaxies at z = 1.52
- Star Formation Efficiencies at Giant Molecular Cloud Scales in the Molecular Disk of the Elliptical Galaxy NGC 5128 (Centaurus A)
- MUSE-ALMA Halos VI: Coupling Atomic, Ionised & Molecular Gas Kinematics of Galaxies
- HYPERION. Coevolution of supermassive black holes and galaxies at and the build-up of massive galaxies
- The dust-to-gas mass ratio of luminous galaxies as a function of their metallicity at cosmic noon
- Dust, gas, and metal content in star-forming galaxies at revealed with ALMA and Near-IR spectroscopy
- Gas compression and stellar feedback in the tidally interacting and ram-pressure stripped Virgo spiral galaxy NGC 4654
- The Elephant in the Bathtub: when the physics of star formation regulate the baryon cycle of galaxies
- The MALATANG Survey: Dense Gas and Star Formation from High Transition HCN and HCO+ maps of NGC253
- Atomic and molecular gas as traced by [C II] emission
- Extreme Variation in Star Formation Efficiency Across a Compact, Starbursting Disk Galaxy
- The Tully-Fisher relation in dense groups at in the MAGIC survey
- z-GAL -- A NOEMA spectroscopic redshift survey of bright Herschel galaxies: [III] Physical properties
- Evolution of the Gas Mass Fraction of Progenitors to Today's Massive Galaxies: ALMA Observations in the CANDELS GOODS-S Field
- A multi-wavelength study of a massive, active galaxy at : coupling the kinematics of the ionized and molecular gas
- Catalogue of model star clusters in the Milky Way and M31 galaxies
- Measuring the average molecular gas content of star-forming galaxies at
- Resolved CO(1-0) emission and gas properties in luminous dusty star forming galaxies at z=2-4
- The "Red Radio Ring": Ionised and Molecular Gas in a Starburst/Active Galactic Nucleus at
- New empirical constraints on the cosmological evolution of gas and stars in galaxies
- DUVET: Spatially Resolved Observations of Star Formation Regulation via Galactic Outflows in a Starbursting Disk Galaxy
- Environmental Effect on the Interstellar Medium in Galaxies across the Cosmic Web at z=0.73
- Regulating Star Formation in Nearby Dusty Galaxies: Low Photoelectric Efficiencies in the Most Compact Systems
- Biases and Cosmic Variance in Molecular Gas Abundance Measurements
- Mass and Environment as Drivers of Galaxy Evolution. IV. On the Quenching of Massive Central Disk Galaxies in The Local Universe
- Dust attenuation, dust content and geometry of star-forming galaxies
- Dissecting Nearby Galaxies with piXedfit: II. Spatially Resolved Scaling Relations Among Stars, Dust, and Gas
- Significant Molecular Gas Deficiencies in Star-forming Cluster Galaxies at
- Chemical evolution of local post-starburst galaxies: Implications for the mass-metallicity relation
- SAGAN-II : Molecular gas content of giant radio galaxies
- Measuring the Heating and Cooling of the Interstellar Medium at High redshift: PAH and [C II] Observations of the Same Star Forming Galaxies at z~2
- From Seeds to Supermassive Black Holes: Capture, Growth, Migration, and Pairing in Dense Proto-Bulge Environments
- A Long Stream of Metal-Poor Cool Gas around a Massive Starburst Galaxy at z = 2.67
- The large molecular gas fraction of post-starburst galaxies at z > 1
- From giant clumps to clouds IV: extreme star-forming clumps on top of universal cloud scaling relations in gas-rich galaxies
- ALMA unveils wider environment of distant red protocluster core
- The ALMA-CRISTAL survey: Resolved kinematic studies of main sequence star-forming galaxies at 4<z<6
- VALES VII: Molecular and ionized gas properties in pressure balanced interstellar medium of starburst galaxies at z ~ 0.15
- A large-scale kinematic study of molecular gas in high-z cluster galaxies: Evidence for high levels of kinematic asymmetry
- The nature of H{\sc i}-absorption-selected galaxies at
- Big Three Dragons: Molecular Gas in a Bright Lyman-Break Galaxy at
- JWST and ALMA discern the assembly of structural and obscured components in a high-redshift starburst galaxy
- Large gas inflow driven by a matured galactic bar in the early Universe
- Centrally Concentrated H I Distribution Enhances Star Formation in Galaxies
- The Shape and Scatter of The Galaxy Main Sequence for Massive Galaxies at Cosmic Noon
- The CGM-GRB Study. I. Uncovering The CircumGalactic Medium around GRB hosts at redshifts 2-6
- Cosmic evolution of the H2 mass density and the epoch of molecular gas
- APEX at the QSO MUSEUM: molecular gas reservoirs associated with 3 quasars and their link to the extended Ly emission
- A Radio-to-millimeter Census of Star-forming Galaxies in Protocluster 4C~23.56 at z = 2.5 : Global and local gas kinematics
- ALMA CO Observations of the Host Galaxies of Long-duration Gamma-ray Bursts. I: Molecular Gas Scaling Relations
- Starbursts with suppressed velocity dispersion revealed in a forming cluster at z=2.51
- Conditions for Clump Survival in High-z Disc Galaxies
- Unveiling Sizes of Compact AGN Hosts with ALMA
- The Column Densities of Molecular Gas across Cosmic Time: Bridging Observations and Simulations
- Dark Matter Fraction in z~1 Star-Forming Galaxies
- Molecular gas in distant brightest cluster galaxies
- Stellar Masses of Clumps in Gas-rich, Turbulent Disk Galaxies
- Molecular gas and dust properties in quasar hosts
- Scaling relations of z~0.25-1.5 galaxies in various environments from the morpho-kinematic analysis of the MAGIC sample
- Discovery of CO absorption at z=0.05 in G0248+430
- The SFR-radius connection: data and implications for wind strength and halo concentration
- A super-linear "radio-AGN main sequence'' links mean radio-AGN power and galaxy stellar mass since z3
- New constraints on the evolution of the MHI-M* scaling relation combining CHILES and MIGHTEE-HI data
- NOEMA confirmation of an optically dark ALMA-AzTEC submillimetre galaxy at . A late-stage starburst prior to quenching
- Detection of [O III] at z~3: A Galaxy above the Main Sequence, Rapidly Assembling its Stellar Mass
- MusE GAs FLOw and Wind (MEGAFLOW) IX. The impact of gas flows on the relations between the mass, star formation rate and metallicity of galaxies
- HI study of isolated and pair galaxies: the MIR SFR-M sequence
- The ALMA Spectroscopic Survey in the HUDF: Constraining the Molecular Content at with CO stacking of MUSE detected Galaxies
- A high dust emissivity index beta for a CO-faint galaxy in a filamentary Lyman-alpha nebula at z=3.1
- Molecular gas properties of Q1700-MD94: a massive, main-sequence galaxy at
- A search for dust and molecular gas in enormous Ly nebulae at
- Revisited cold gas content with atomic carbon [C I] in z=2.5 protocluster galaxies
- The Evolution of Molecular Gas Fraction Traced by the CO Tully-Fisher Relation
- From Galactic Chemical Evolution to Cosmic Supernova Rates Synchronized with Core-Collapse Supernovae Limited to the Narrow Progenitor Mass Range
- Star forming and gas rich brightest cluster galaxies at in the Kilo-Degree Survey
- SMA Observations of Extended Emission in Interacting Galaxy NGC 3627
- NOEMA observations support a recoiling black hole in 3C186
- Star formation efficiency and AGN feedback in narrow-line Seyfert 1 galaxies with fast X-ray nuclear winds
- Revealing the Nature of a Lyman- Halo in a Strongly Lensed Interacting System at
- The ALPINE-ALMA [C II] survey: the luminosity function of serendipitous [C II] line emitters at
- The composite nature of Dust-Obscured Galaxies (DOGs) at z~2-3 in the COSMOS field: II. The AGN fraction
- The MOSDEF-LRIS Survey: Detection of Inflowing Gas Towards Three Star-forming Galaxies at z ~ 2
- Lack of Correlations between Cold Molecular Gas and AGN Properties in Type 1 AGNs at
- SEEDisCS I. Molecular gas in galaxy clusters and their large scale structure: the case of CL1411.11148 at
- Cold Gas in Massive Galaxies as A Critical Test of Black Hole Feedback Models
- AGN in Dusty Starbursts at Z=2: Feedback Still To Kick In
- COALAS III: The ATCA CO(1-0) look at the growth and death of H emitters in the Spiderweb protocluster at z=2.16
- Molecular gas budget and characterization of intermediate-mass star-forming galaxies at
- OH in the diffuse interstellar medium: physical modelling and prospects with upcoming SKA precursor/pathfinder surveys
- Little impact of mergers and galaxy morphology on the production and escape of ionizing photons in the early Universe
- Tracing the evolutionary pathways of dust and cold gas in high-z quiescent galaxies with SIMBA
- MOSEL Survey: Tracking the Growth of Massive Galaxies at 2<z<4 using Kinematics and the IllustrisTNG Simulation
- The Arizona Molecular ISM Survey with the SMT: Variations in the CO(2-1)/CO(1-0) Line Ratio Across the Galaxy Population
- An Empirical Determination of the Dependence of the Circumgalactic Mass Cooling Rate and Feedback Mass Loading Factor on Galactic Stellar Mass
- The uncertain interstellar medium of high-redshift quiescent galaxies: Impact of methodology
- CO Multi-line Imaging of Nearby Galaxies (COMING). X. Physical conditions of molecular gas and the local SFR-Mass relation
- Redshift Evolution of the H2/HI Mass Ratio In Galaxies
- GalaPy, the highly optimised C++/Python spectral modelling tool for galaxies -- I. Library presentation and photometric fitting
- Massive molecular gas reservoir around the central AGN in the CARLA J1103+3449 cluster at z=1.44
- MusE GAs FLOw and Wind (MEGAFLOW) VII. A NOEMA pilot program to probe molecular gas in galaxies with measured circumgalactic gas flows
- Probing galaxy evolution from to through galaxy scaling relations in three L-Galaxies flavours
- Spatially resolved dust properties over 50 kpc in a hyperluminous galaxy merger at
- Metallicity dependence of the CO-to-H and the [CI]-to-H conversion factors in galaxies
- Bursting and quenching in satellite galaxies
- Accelerated structural evolution of galaxies in a starbursting cluster at z=2.51
- Observations of [OI]63micron line emission in main-sequence galaxies at z~1.5
- From haloes to galaxies. III. The gas cycle of local galaxy populations
- Do bulges stop stars forming?
- SQuIGGE: Observational Evidence of Low Ongoing Star Formation Rates in Gas-Rich Post-Starburst Galaxies
- SEEDisCS II. Molecular gas in galaxy clusters and their large scale structure: low gas fraction galaxies, the case of CL1301.71139
- Overmassive black holes in the early Universe can be explained by gas-rich, dark matter-dominated galaxies
- The relationship between cluster environment and molecular gas content of star-forming galaxies in the EAGLE simulation
- Potential contributions of Pop III and intermediate-mass Pop II stars to cosmic chemical enrichment
- Polarised radiative transfer, rotation measure fluctuations and large-scale magnetic fields
- The EDGE-CALIFA survey: Star formation relationships for galaxies at different stages of their evolution
- ALPINE: A Large Survey to Understand Teenage Galaxies
- The evolution of baryonic mass function of galaxies to z=3
- Anomalously Narrow Linewidths of Compact Massive Star-Forming Galaxies at z~2.3: A Possible Inclination Bias in the Size-Mass Plane
- Star forming brightest cluster galaxies at in KiDS. Further studies of cold gas and stellar properties
- The JWST EXCELS Survey: gas-phase metallicity evolution at 2 < z < 8
- Astrophysics with the Laser Interferometer Space Antenna
- Molecular gas in super spiral galaxies
- CO-CAVITY project: Molecular gas and star formation in void galaxies
- Revealing the hidden cosmic feast: A z=4.3 galaxy group hosting two optically dark, efficiently star-forming galaxies
- : Modeling a Universe of Molecular Line Luminosities in Hydrodynamical Simulations
- Tully-Fisher Relation of Late-type Galaxies at
- Dark Matter Fraction in Disk-Like Galaxies Over the Past 10 Gyr
- The dust and cold gas content of local star forming galaxies
- Understanding the Baryon Cycle: Fueling Star Formation via Inflows in Milky Way-like Galaxies
- AGN lifetimes in UV-selected galaxies: a clue to supermassive black hole-host galaxy coevolution
- NOEMA: A first kpc resolution study of a main sequence barred galaxy channeling gas into a growing bulge
- Stellar Migration and Chemical Enrichment in the Milky Way Disc: A Hybrid Model
- CONGRuENTS (COsmic-ray, Neutrino, Gamma-ray and Radio Non-Thermal Spectra). I. A predictive model for galactic non-thermal emission
- Star formation across cosmic time
- Molecular Cloud Matching in CO and Dust in M33 I. High-Resolution Hydrogen Column Density Maps from Herschel
- Beyond the stars: Linking H sizes, kinematics, and star formation in galaxies at with JWST grism surveys and
- The dark side of early galaxies: uncovers dark-matter fractions at
- Gas properties as a function of environment in the proto-supercluster Hyperion at z ~ 2.45
- Massive molecular gas companions uncovered by VLA CO(1-0) observations of the = 5.2 radio galaxy TN J09242201
- Anatomy of galactic star formation history: Roles of different modes of gas accretion, feedback, and recycling
- Molecular gas in a gravitationally lensed galaxy group at
- Extremely Low Molecular Gas Content in the Vicinity of a Red Nugget Galaxy at
- PRUSSIC III -- ALMA and NOEMA survey of dense gas in high-redshift star-forming galaxies
- Feeding the Dead: Neutral Gas Inflow in a Long-Quenched Ancient Massive Galaxy at Observed with JWST/NIRSpec
- The inflow and outflow rate evolution of local Milky Way-mass star-forming galaxies since z=1.3
- IllustrisTNG and S2COSMOS: possible conflicts in the evolution of neutral gas and dust
- Unveiling the gravitationally unstable disc of a massive star-forming galaxy using NOEMA and MUSE
- Cosmic evolution of molecular gas mass density from an empirical relation between and
- The Qz5 Survey (I): How the HI Mass Density of the Universe Evolves With Cosmic Time
- A measure of cosmological distance using the \civ\ Baldwin effect in quasars
- Estimating lifetimes of uv-selected massive galaxies at in the cosmos/ultravista field through clustering analyses
- "Dust Giant": Extended and Clumpy Star-Formation in a Massive Dusty Galaxy at
- ALMA Host galaxy observation of the off-axis Gamma-Ray Burst XRF020903
- Evolution of thermal and nonthermal radio continuum emission on kpc scales--Predictions for SKA
- Diverse Properties of Molecular Gas in the Host Galaxies of Fast Radio Bursts
- Shedding the envelope: JWST reveals a kiloparsec-scale [OIII]-weak Balmer shell around a z=7.64 quasar
- A Shallow Slope for the Stellar Mass--Angular Momentum Relation of Star-Forming Galaxies at
- Predicting HCN, HCO, multi-transition CO, and dust emission of star-forming galaxies -- Extension to luminous infrared galaxies and the role of cosmic ray ionization
- Even redder than we knew: color and evolution up to from JWST/NIRCam photometry
- Molecular gas in cool-core brightest cluster galaxies at
- Fundamental relation in isolated galaxies, pairs, and triplets in the local universe
- Unveiling the Main Sequence to Starburst Transition Region with a Sample of Intermediate Redshift Luminous Infrared Galaxies
- An ALMA spectroscopic survey of the Planck high-redshift object PLCK G073.4-57.5 confirms two protoclusters
- Deep kiloparsec view of the molecular gas in a massive star-forming galaxy at cosmic noon
- Galactic Traversability: A New Concept for Extragalactic SETI
- A Bending in the Size-mass Relation of Star-forming Galaxies across at a Critical Stellar Mass of Revealed by JWST
- Submillimeter galaxy overdensities around physically associated quasar pairs
- The cold gas and dust properties of red star-forming galaxies
- Measuring the gas reservoirs in M M galaxies at
- Constraining galactic baryon cycle using the galaxy stellar-to-halo mass relations
- Investigating variations in the dust emissivity index in the Andromeda galaxy
- CONGRuENTS (COsmic-ray, Neutrino, Gamma-ray and Radio Non-Thermal Spectra). II. Population-level correlations between galactic infrared, radio, and γ-ray emission
- PHIBSS: Searching for Molecular Gas Outflows in Star-Forming Galaxies at 0.5-2.6
- ALMA Lensing Cluster Survey: average dust, gas, and star formation properties of cluster and field galaxies from stacking analysis
- ALMA measures molecular gas reservoirs comparable to field galaxies in a low-mass galaxy cluster at z=1.3
- The LEGA-C galaxy survey: multiple quenching channels for quiescent galaxies at
- A stellar dynamical mass measurement of an inactive black hole at redshift 2
- Establishing the impact of powerful AGN on their host galaxies
- GRB host galaxies with strong H absorption: CO-dark molecular gas at the peak of cosmic star formation
- M31 nucleus: molecular and ionised gas content upper limits
- Molecular gas budget of strongly magnified low-mass star-forming galaxies at cosmic noon
- Direct detection of cool molecular gas in a star-forming galaxy at
- Gamma Analytical Modeling Evolution (GAME) I: The physical implications of deriving the stellar mass functions from z=0 to z=8
- Measuring the HI content of individual galaxies out to the epoch of reionization with [CII]
- Characterizing CO Emitters in the SSA22-AzTEC26 Field
- MUSE-ALMA Haloes XIII. Molecular gas in HI-selected galaxies
- Rotation Curves in z~1-2 Star-Forming Disks: Comparison of Dark Matter Fractions and Disk Properties for Different Fitting Methods
- Now you see it, now you don't: Star formation truncation precedes the loss of molecular gas by ~100 Myr in massive post-starburst galaxies at z~0.6
- On the quenching of star formation in observed and simulated central galaxies: Evidence for the role of integrated AGN feedback
- The extension of the Fundamental Metallicity Relation beyond the BPT star-forming sequence: evidence for both gas accretion and starvation
- Ram-pressure stripping caught in action in a young cluster at
- The Baryon Budget of Galaxies across the First Billion Years
- Size-Mass Relation Shows Its Colours: Contrasting Physical Imprints of Galaxy Evolution in Rest-Frame UV and Optical
- H content of galaxies inside and around intermediate redshift clusters
- Kiloparsec-scale imaging of the CO(1-0)-traced cold molecular gas reservoir in a z~3.4 submillimeter galaxy
- The cosmic journey of dust grains -- from nucleation to planetary system
- Physical Characterization of Serendipitously Uncovered Millimeter-wave Line-emitting Galaxies at z~2.5 behind the Local Luminous Infrared Galaxy VV114
- Rapid early gas accretion for the inner Galactic disc
- The interstellar medium content of galaxies in the ALMA era
- Nature and physical properties of ALMA selected galaxies using MUSE spectroscopy
- Cosmological simulations predict that AGN preferentially live in gas-rich, star-forming galaxies despite effective feedback
- Molecular gas content of gravitational-lensed quasars at cosmic noon
- Unveiling the evolution of the CO excitation ladder through cross-correlation of CONCERTO-like experiments and galaxy redshift surveys
- Low star-formation activity and low gas content of quiescent galaxies at 3.5-4.0 constrained with ALMA
- High resolution mapping of molecular tori with ALMA
- Molecular gas in a system of two interacting galaxies overlapping on the line-of-sight
- Spatially non-parametric recovery of intrinsic kinematic maps in pre- to post-merger galaxies