Capucine Barfety
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Capucine Barfety has a total of 94 co-authors. Here are the top co-authors by number of shared publications:
- Linda J. Tacconi
Max-Planck-Institut für Extraterrestrische Physik
14 shared publications - Natascha Forster Schreiber
Max-Planck-Institut für extraterrestrische Physik (MPE)
14 shared publications - Jianhang Chen
Max-Planck-Institut für Extraterrestrische Physik
12 shared publications - Hannah Übler
Max-Planck-Institut für extraterrestrische Physik (MPE)
11 shared publications - Reinhard Genzel
Max-Planck-Institut für Extraterrestrische Physik
11 shared publications - Richard Davies
Max-Planck-Institut für Extraterrestrische Physik
11 shared publications
Latest Publications
- Open Access
- 12 October 2026
- Published by EDP Sciences in Astronomy & Astrophysics
- Vol. 714, A221
NOEMA 3D : Extended CO, [C I] and dust in massive star-forming main-sequence galaxies at cosmic noon
We present a spatially resolved study of cold molecular gas and dust in ten main-sequence galaxies at z = 1.1−1.6, using observations of CO(4−3), CO(3−2), [C I ](1−0), and dust continuum from the NOEMA 3D survey. We find widespread spatially extended molecular gas and dust, with sizes comparable to those of the stellar disk, in contrast to those of centrally dominated starburst galaxies at similar redshifts. Among the targeted molecular gas tracers, the CO line ( J = 3 − 2 or J = 4 − 3) remains the most effective for mapping molecular gas distribution and kinematics. The spatially resolved correlations between different molecular gas tracers exhibit about twice the scatter as their galactic-integrated correlations, indicating that interstellar medium (ISM) conditions already deviate from global averages on scales of 3−6 kpc. This likely reflects the clumpy or inhomogeneous ISM in cosmic noon star-forming galaxies. Within our sample, both the molecular gas fraction and its depletion time are nearly constant across the galactic disks out to 2 × R e , supporting a global linear Kennicutt-Schmidt law. These galaxies also have relatively small bulges, with bulge-to-total ratios between 6–24%, and are actively forming stars. These results provide a resolved view of how galaxies can remain on the star-forming main sequence during their secular evolution at late cosmic noon, an evolutionary stage supported by quasi-steady gas accretion and efficient gas transport via prominent spiral arms and/or bars.
- 12 October 2026
- Published by EDP Sciences in Astronomy & Astrophysics
- Vol. 714, A221
Open AccessNOEMA 3D : Extended CO, [C I] and dust in massive star-forming main-sequence galaxies at cosmic noon
We present a spatially resolved study of cold molecular gas and dust in ten main-sequence galaxies at z = 1.1−1.6, using observations of CO(4−3), CO(3−2), [C I ](1−0), and dust continuum from the NOEMA 3D survey. We find widespread spatially extended molecular gas and dust, with sizes comparable to those of the stellar disk, in contrast to those of centrally dominated starburst galaxies at similar redshifts. Among the targeted molecular gas tracers, the CO line ( J = 3 − 2 or J = 4 − 3) remains the most effective for mapping molecular gas distribution and kinematics. The spatially resolved correlations between different molecular gas tracers exhibit about twice the scatter as their galactic-integrated correlations, indicating that interstellar medium (ISM) conditions already deviate from global averages on scales of 3−6 kpc. This likely reflects the clumpy or inhomogeneous ISM in cosmic noon star-forming galaxies. Within our sample, both the molecular gas fraction and its depletion time are nearly constant across the galactic disks out to 2 × R e , supporting a global linear Kennicutt-Schmidt law. These galaxies also have relatively small bulges, with bulge-to-total ratios between 6–24%, and are actively forming stars. These results provide a resolved view of how galaxies can remain on the star-forming main sequence during their secular evolution at late cosmic noon, an evolutionary stage supported by quasi-steady gas accretion and efficient gas transport via prominent spiral arms and/or bars.
- Open Access
- 30 September 2026
- Published by EDP Sciences in Astronomy & Astrophysics
- Vol. 714, A28
MUSE-ALMA Haloes
Context . Spatially resolved galaxy kinematics have been most extensively studied at z ∼ 0 and z > 1. The emerging consensus is that disks are common out to z ∼ 3 − 6, albeit with larger disk velocity dispersions. In this picture, z ∼ 0.5 appears as a key transition in several fundamental aspects, such as the main driver of disk gas turbulence and baryonic-dark matter (DM) mass budget. While at z ∼ 0 multi-tracer spatially resolved characterisation is most readily accessible to study galaxy dynamics, studies with more than one tracer are still sparse for most galaxies outside the local Universe. Aims . We exploited a unique dataset covering spatially resolved cold molecular gas observations with ALMA and spatially resolved ionised gas line emission and stellar continuum with MUSE to study the resolved kinematics of six galaxies at 0.43 < z < 0.83. Obtained as part of the MUSE-ALMA Haloes program and selected by their association with neutral atomic hydrogen (H I ) absorption systems, the galaxies span stellar masses from log( M ⋆ /M ⊙ ) = 10.1 − 11.8. Methods . Using the new ALMA/CO observations and combining them with the existing MUSE ionised gas data and Hubble Space Telescope stellar morphologies, we determined the kinematic nature of the sources by applying morpho-kinematic criteria. For those identified as rotating disks, we employed the forward-modelling parametric kinematic fitting code D YSMAL P Y to jointly model the H β and CO(2-1) observations of the galaxies, and we compared the results to theoretical predictions for pressure support in galaxies. For the stellar kinematics, we used pPXF to fit rest-frame optical stellar absorption features. Results . We find that four of the six galaxies can be classified as disks, and two of these galaxies have previously identified galaxy group members. The four disk galaxies exhibit elevated gas velocity dispersions compared to z ∼ 0 disks, in agreement with the interpolation of observed trends between z ∼ 0 and z > 1. The results are consistent with marginally stable gaseous disks, where gravity-driving still plays a role in addition to stellar feedback, although we find tentative evidence of a differentiation between a dynamically hotter warm phase and the cold gas ( σ 0,Hβ ∼ 1.7× σ 0,CO ). We derived the average DM fraction ⟨ f DM ⟩ = 0.42 ± 0.14, which is consistent with observations at comparable epochs and stellar masses and surface densities. This study highlights the use and completeness of analysing a sample of galaxies in a self-consistent manner and using multi-wavelength observations to explore the physics of disk settling in a relatively less explored redshift range.
- 30 September 2026
- Published by EDP Sciences in Astronomy & Astrophysics
- Vol. 714, A28
Open AccessMUSE-ALMA Haloes
Context . Spatially resolved galaxy kinematics have been most extensively studied at z ∼ 0 and z > 1. The emerging consensus is that disks are common out to z ∼ 3 − 6, albeit with larger disk velocity dispersions. In this picture, z ∼ 0.5 appears as a key transition in several fundamental aspects, such as the main driver of disk gas turbulence and baryonic-dark matter (DM) mass budget. While at z ∼ 0 multi-tracer spatially resolved characterisation is most readily accessible to study galaxy dynamics, studies with more than one tracer are still sparse for most galaxies outside the local Universe. Aims . We exploited a unique dataset covering spatially resolved cold molecular gas observations with ALMA and spatially resolved ionised gas line emission and stellar continuum with MUSE to study the resolved kinematics of six galaxies at 0.43 < z < 0.83. Obtained as part of the MUSE-ALMA Haloes program and selected by their association with neutral atomic hydrogen (H I ) absorption systems, the galaxies span stellar masses from log( M ⋆ /M ⊙ ) = 10.1 − 11.8. Methods . Using the new ALMA/CO observations and combining them with the existing MUSE ionised gas data and Hubble Space Telescope stellar morphologies, we determined the kinematic nature of the sources by applying morpho-kinematic criteria. For those identified as rotating disks, we employed the forward-modelling parametric kinematic fitting code D YSMAL P Y to jointly model the H β and CO(2-1) observations of the galaxies, and we compared the results to theoretical predictions for pressure support in galaxies. For the stellar kinematics, we used pPXF to fit rest-frame optical stellar absorption features. Results . We find that four of the six galaxies can be classified as disks, and two of these galaxies have previously identified galaxy group members. The four disk galaxies exhibit elevated gas velocity dispersions compared to z ∼ 0 disks, in agreement with the interpolation of observed trends between z ∼ 0 and z > 1. The results are consistent with marginally stable gaseous disks, where gravity-driving still plays a role in addition to stellar feedback, although we find tentative evidence of a differentiation between a dynamically hotter warm phase and the cold gas ( σ 0,Hβ ∼ 1.7× σ 0,CO ). We derived the average DM fraction ⟨ f DM ⟩ = 0.42 ± 0.14, which is consistent with observations at comparable epochs and stellar masses and surface densities. This study highlights the use and completeness of analysing a sample of galaxies in a self-consistent manner and using multi-wavelength observations to explore the physics of disk settling in a relatively less explored redshift range.
- Open Access
- 15 September 2026
- Published by EDP Sciences in Astronomy & Astrophysics
- Vol. 713, A121
NOEMA 3D : Resolving radial gas flows in disk galaxies at z ~ 1.1–1.6 with high-resolution CO observations
We present NOEMA 3D , a unique high-resolution study of purely molecular gas kinematics at z ~ 1.1 to 1.6, providing a dedicated view of cold gas dynamics at the late stages of the peak epoch of cosmic star formation. Using deep (≳20 h on source per target) IRAM–NOEMA CO observations of ten massive (10.45 ≤ log(M ⋆ /M ⊙ ) ≤ 11.43) main-sequence galaxies, complemented by high-resolution JWST imaging, we resolved the molecular gas kinematics and morphology on kiloparsec scales. We find that all galaxies exhibit ordered rotation with moderate intrinsic turbulence (median σ 0 ~ 32 ± 10 km s −1 , median V c / σ 0 ~ 8.6 ± 2.9), consistent with dynamically turbulent disks at late cosmic noon. Modeling the axisymmetric rotation with the forward-modeling code DysmalPy , we find spatially coherent velocity residuals in all but one edge-on system. The inferred in-plane noncircular motions reach amplitudes of ~50–100 km s −1 , which are significantly larger than typically observed in local disk galaxies. Interpreting these noncircular motions as radial flows, we find that the velocity residuals spatially coincide with non-axisymmetric structures - spiral arms and bars – demonstrating a direct link between galaxy morphology and gas transport at z ~ 1–2. In spiral galaxies, the residual velocity patterns are typically dominated by inflows, while barred systems display an apparent inflow-outflow pattern, characteristic of in-plane bar-driven gas motions. We further find that the inferred molecular gas inflow rates are substantial, with a typical net inflow rate on the order of the star formation rate ( M ˙¯ ~ −46M ⊙ /yr). This implies that spiral arms and bars at cosmic noon are highly efficient at funneling cold gas toward galaxy centers, perhaps driving the buildup of bulges and feeding central star forming regions and supermassive black holes.
- 15 September 2026
- Published by EDP Sciences in Astronomy & Astrophysics
- Vol. 713, A121
Open AccessNOEMA 3D : Resolving radial gas flows in disk galaxies at z ~ 1.1–1.6 with high-resolution CO observations
We present NOEMA 3D , a unique high-resolution study of purely molecular gas kinematics at z ~ 1.1 to 1.6, providing a dedicated view of cold gas dynamics at the late stages of the peak epoch of cosmic star formation. Using deep (≳20 h on source per target) IRAM–NOEMA CO observations of ten massive (10.45 ≤ log(M ⋆ /M ⊙ ) ≤ 11.43) main-sequence galaxies, complemented by high-resolution JWST imaging, we resolved the molecular gas kinematics and morphology on kiloparsec scales. We find that all galaxies exhibit ordered rotation with moderate intrinsic turbulence (median σ 0 ~ 32 ± 10 km s −1 , median V c / σ 0 ~ 8.6 ± 2.9), consistent with dynamically turbulent disks at late cosmic noon. Modeling the axisymmetric rotation with the forward-modeling code DysmalPy , we find spatially coherent velocity residuals in all but one edge-on system. The inferred in-plane noncircular motions reach amplitudes of ~50–100 km s −1 , which are significantly larger than typically observed in local disk galaxies. Interpreting these noncircular motions as radial flows, we find that the velocity residuals spatially coincide with non-axisymmetric structures - spiral arms and bars – demonstrating a direct link between galaxy morphology and gas transport at z ~ 1–2. In spiral galaxies, the residual velocity patterns are typically dominated by inflows, while barred systems display an apparent inflow-outflow pattern, characteristic of in-plane bar-driven gas motions. We further find that the inferred molecular gas inflow rates are substantial, with a typical net inflow rate on the order of the star formation rate ( M ˙¯ ~ −46M ⊙ /yr). This implies that spiral arms and bars at cosmic noon are highly efficient at funneling cold gas toward galaxy centers, perhaps driving the buildup of bulges and feeding central star forming regions and supermassive black holes.
- Open Access
- 3 September 2026
- Published by EDP Sciences in Astronomy & Astrophysics
- Vol. 713, A40
The first detection of dense gas in a massive main-sequence galaxy at cosmic noon
Dense gas is the direct fuel for star formation, but measuring it has long been difficult at z ≥ 2, especially in unlensed star-forming main-sequence galaxies. In this work, we report the first detection of HNC (J = 5–4) and CN (N = 4–3) emission in a massive unlensed main-sequence galaxy, BX610, at z = 2.21. The velocity integrated emission of HNC(5–4)+CN(4–3) is concentrated in the galactic centre, coincident with the region of ongoing intense star formation. Based on line decomposition, we measure a line flux ratio HNC(5-4)∕CN(4-3) of 1.05 ± 0.23, similar to that of lensed starburst galaxies at comparable redshifts but lower than that of quasar host galaxies. The low HNC/CN ratio disfavours the presence of a strongly buried AGN in BX610, consistent with optical line diagnostics. The radiative transfer analysis favours the presence of dense gas with a density of (2-4) × 10 6 cm −3 and a kinetic temperature of 50–80 K. The derived abundance ratio between N (HNC) and N (CN) favours dense gas clouds near photodissociation regions, as commonly seen in typical starburst environments. The inferred dense-gas line luminosity closely follows the scaling relation between far-IR and dense-gas line luminosities established for local luminous infrared galaxies (LIRGs). Our observations support the view that star formation in cosmic noon galaxies is primarily controlled by the availability of dense gas, which could be enhanced in central galactic regions with efficient cold gas inflows as observed in BX610 along the inner spiral arms and a possible stellar bar.
- 3 September 2026
- Published by EDP Sciences in Astronomy & Astrophysics
- Vol. 713, A40
Open AccessThe first detection of dense gas in a massive main-sequence galaxy at cosmic noon
Dense gas is the direct fuel for star formation, but measuring it has long been difficult at z ≥ 2, especially in unlensed star-forming main-sequence galaxies. In this work, we report the first detection of HNC (J = 5–4) and CN (N = 4–3) emission in a massive unlensed main-sequence galaxy, BX610, at z = 2.21. The velocity integrated emission of HNC(5–4)+CN(4–3) is concentrated in the galactic centre, coincident with the region of ongoing intense star formation. Based on line decomposition, we measure a line flux ratio HNC(5-4)∕CN(4-3) of 1.05 ± 0.23, similar to that of lensed starburst galaxies at comparable redshifts but lower than that of quasar host galaxies. The low HNC/CN ratio disfavours the presence of a strongly buried AGN in BX610, consistent with optical line diagnostics. The radiative transfer analysis favours the presence of dense gas with a density of (2-4) × 10 6 cm −3 and a kinetic temperature of 50–80 K. The derived abundance ratio between N (HNC) and N (CN) favours dense gas clouds near photodissociation regions, as commonly seen in typical starburst environments. The inferred dense-gas line luminosity closely follows the scaling relation between far-IR and dense-gas line luminosities established for local luminous infrared galaxies (LIRGs). Our observations support the view that star formation in cosmic noon galaxies is primarily controlled by the availability of dense gas, which could be enhanced in central galactic regions with efficient cold gas inflows as observed in BX610 along the inner spiral arms and a possible stellar bar.
- Open Access
- 29 May 2026
- Published by EDP Sciences in Astronomy & Astrophysics
- Vol. 712, A92
Resolving stellar populations, star formation, and interstellar medium conditions with JWST in a large spiral galaxy at z ≈ 2
Cosmic noon represents the prime epoch where today's massive galaxies assembled most of their stellar masses, and it is an ideal period for observations with both the space-based (JWST) and ground-based near-IR integral-field unit (IFU) spectrographs. This work analyzes JWST NIRSpec Micro Shutter Array (MSA) and NIRCam Wide Field Slitless Spectroscopy (WFSS) observations of $), and ionization parameter (log(U)≃-3.0). The central bulge is modestly massive (M_⋆=(7±3)times10^9 M_⊙), heavily obscured (A_V=6.43±0.55), and likely formed most of its stellar mass in the past (SFR=82±42 James Webb Telescope a large spiral, star-forming (SF) galaxy at z=2.224 with evidence of radial gas inflows. Leveraging ground-based IFU ERIS observations, we conducted a comprehensive and resolved study of the interstellar medium and stellar properties of this galaxy, covering the rest-frame optical to near-IR. Our analysis -- using several emission-line diagnostics, resolved spectral energy distribution (SED) fitting of high-resolution imaging, and line detection in NIRCam WFSS data -- reveals massive SF clumps (M_⋆≃(0.67-3.5)times10^9 M_⊙) with star formation rates (SFRs) of 3-24 low dust attenuation (A_V≃0.4), electron densities (n_̊m ełesssim300 cm -3 over the last ∼100 Myr). Yet, it continues to form stars at a lower rate (SFR$=12 over the last ∼10 Myr). We infer a relatively low sulfur abundance of log(S/O)≃-1.9, which may have implications for sulfur production via type I supernova explosions. Moreover, all distinct galaxy regions feature a metallicity of 12+log(O/H)≈8.54, likely due -- along with the enhanced N/O abundance (i.e., log(N/O)≃$-1.0) -- to dilution effects from radial inflows of metal-poor gas. Lastly, we find tentative evidence of a negative gradient in stellar age, suggesting possible inside-out growth for
- 29 May 2026
- Published by EDP Sciences in Astronomy & Astrophysics
- Vol. 712, A92
Open AccessResolving stellar populations, star formation, and interstellar medium conditions with JWST in a large spiral galaxy at z ≈ 2
Cosmic noon represents the prime epoch where today's massive galaxies assembled most of their stellar masses, and it is an ideal period for observations with both the space-based (JWST) and ground-based near-IR integral-field unit (IFU) spectrographs. This work analyzes JWST NIRSpec Micro Shutter Array (MSA) and NIRCam Wide Field Slitless Spectroscopy (WFSS) observations of $), and ionization parameter (log(U)≃-3.0). The central bulge is modestly massive (M_⋆=(7±3)times10^9 M_⊙), heavily obscured (A_V=6.43±0.55), and likely formed most of its stellar mass in the past (SFR=82±42 James Webb Telescope a large spiral, star-forming (SF) galaxy at z=2.224 with evidence of radial gas inflows. Leveraging ground-based IFU ERIS observations, we conducted a comprehensive and resolved study of the interstellar medium and stellar properties of this galaxy, covering the rest-frame optical to near-IR. Our analysis -- using several emission-line diagnostics, resolved spectral energy distribution (SED) fitting of high-resolution imaging, and line detection in NIRCam WFSS data -- reveals massive SF clumps (M_⋆≃(0.67-3.5)times10^9 M_⊙) with star formation rates (SFRs) of 3-24 low dust attenuation (A_V≃0.4), electron densities (n_̊m ełesssim300 cm -3 over the last ∼100 Myr). Yet, it continues to form stars at a lower rate (SFR$=12 over the last ∼10 Myr). We infer a relatively low sulfur abundance of log(S/O)≃-1.9, which may have implications for sulfur production via type I supernova explosions. Moreover, all distinct galaxy regions feature a metallicity of 12+log(O/H)≈8.54, likely due -- along with the enhanced N/O abundance (i.e., log(N/O)≃$-1.0) -- to dilution effects from radial inflows of metal-poor gas. Lastly, we find tentative evidence of a negative gradient in stellar age, suggesting possible inside-out growth for
- Open Access
- 3 April 2026
- Published by EDP Sciences in Astronomy & Astrophysics
- Vol. 708, A146
MUSE-ALMA Haloes
The interactions between gas and galaxies are of paramount importance to our understanding of structure formation. A fundamental element of such baryon cycle studies is a complete census of the condensed matter (stars and cold gas) in both galaxies and their immediate surroundings, the so-called circumgalactic medium. Of particular importance are the processes of converting molecular gas into stars and deciphering whether this < 100 K gas is tracing gas flows. The MUSE-ALMA Haloes survey assembled probes of the neutral atomic gas H I , ionised gas, and stellar component for a sample of 79 z ∼ 0.5 galaxies. This was achieved by combining absorption-line spectroscopy of background quasars with a projected impact parameter as low as 5 kpc and as high as 250 kpc to probe the low-density circumgalactic gas with emission-line tracers of both ionised gas and stars. This paper presents the Large Programme observational setup and releases the data characterising the molecular phase of some of the MUSE-ALMA Haloes targets so as to reach a complete census of their condensed baryons. ALMA’s unique millimetre coverage and high sensitivity are ideal for characterising the CO emission of these z ∼ 0.5 H I -selected galaxies. By measuring the molecular mass, kinematics, gas flows, and gas fractions, this project (i) quantifies the role of molecular gas in H I -rich galaxies, (ii) characterises the molecular phase of gas flows from morpho-kinematics analyses, and (iii) establishes a census of the condensed baryons in the interstellar and circumgalactic media. Ultimately, these results will provide unique insights into the baryon cycle – a crucial component of galaxy formation.
- 3 April 2026
- Published by EDP Sciences in Astronomy & Astrophysics
- Vol. 708, A146
Open AccessMUSE-ALMA Haloes
The interactions between gas and galaxies are of paramount importance to our understanding of structure formation. A fundamental element of such baryon cycle studies is a complete census of the condensed matter (stars and cold gas) in both galaxies and their immediate surroundings, the so-called circumgalactic medium. Of particular importance are the processes of converting molecular gas into stars and deciphering whether this < 100 K gas is tracing gas flows. The MUSE-ALMA Haloes survey assembled probes of the neutral atomic gas H I , ionised gas, and stellar component for a sample of 79 z ∼ 0.5 galaxies. This was achieved by combining absorption-line spectroscopy of background quasars with a projected impact parameter as low as 5 kpc and as high as 250 kpc to probe the low-density circumgalactic gas with emission-line tracers of both ionised gas and stars. This paper presents the Large Programme observational setup and releases the data characterising the molecular phase of some of the MUSE-ALMA Haloes targets so as to reach a complete census of their condensed baryons. ALMA’s unique millimetre coverage and high sensitivity are ideal for characterising the CO emission of these z ∼ 0.5 H I -selected galaxies. By measuring the molecular mass, kinematics, gas flows, and gas fractions, this project (i) quantifies the role of molecular gas in H I -rich galaxies, (ii) characterises the molecular phase of gas flows from morpho-kinematics analyses, and (iii) establishes a census of the condensed baryons in the interstellar and circumgalactic media. Ultimately, these results will provide unique insights into the baryon cycle – a crucial component of galaxy formation.
- Open Access
- 2 March 2026
- Published by EDP Sciences in Astronomy & Astrophysics
- Vol. 707, A81
MUSE-ALMA Haloes
We present further results from the MUSE-ALMA Haloes survey, which includes 79 galaxies associated with strong H I absorption at z ∼ 0.5. As part of this effort, our ALMA Cycle 10 Large Program contributed new observations of 39 systems. This expands on the initial set of 21 systems in the MUSE-ALMA Haloes survey, bringing the total to 60 galaxies. Among the newly observed systems, we detect CO line emission in nine galaxies, corresponding to a 23% detection rate in a sample not selected by metallicity. When combined with prior MUSE-ALMA Haloes data, our total CO detection count rises to 12 out of 60 galaxies (20%), which effectively doubles the number of detected CO-emitting H I –selected galaxies at z ∼ 0.5 and probes a factor of ∼1.2 dex deeper in M H 2 than earlier absorber studies. These sources, which were selected based on known circumgalactic H I gas, span a wide range of stellar masses and metallicities, providing a unique view of gas-rich environments. By comparing the molecular gas properties, traced through CO(2−1) and CO(3−2) transitions with existing information of their physical properties, such as star formation rates (SFRs) and gas-phase metallicities from VLT/MUSE and HST spectroscopy, we investigate how these systems relate to the population of normal star-forming galaxies at similar redshift. Our deep, unbiased CO observations of H I -selected galaxies reveal a dual behaviour in star formation efficiency. Low- M H 2 systems form stars efficiently and follow the scaling relations of main-sequence galaxies, while high- M H 2 systems exhibit suppressed star formation and lower-than-expected stellar masses, likely reflecting ongoing gas accretion or environmental regulation. This diversity indicates that H I absorbers trace both evolved, actively star-forming galaxies and younger or dynamically influenced systems that are still building their gas reservoirs. By reaching molecular gas masses more than 1 dex below previous studies, our survey provides a key step towards completing the baryon census at z ∼ 0.5 and characterising the molecular phase of the broader H I -selected population.
- 2 March 2026
- Published by EDP Sciences in Astronomy & Astrophysics
- Vol. 707, A81
Open AccessMUSE-ALMA Haloes
We present further results from the MUSE-ALMA Haloes survey, which includes 79 galaxies associated with strong H I absorption at z ∼ 0.5. As part of this effort, our ALMA Cycle 10 Large Program contributed new observations of 39 systems. This expands on the initial set of 21 systems in the MUSE-ALMA Haloes survey, bringing the total to 60 galaxies. Among the newly observed systems, we detect CO line emission in nine galaxies, corresponding to a 23% detection rate in a sample not selected by metallicity. When combined with prior MUSE-ALMA Haloes data, our total CO detection count rises to 12 out of 60 galaxies (20%), which effectively doubles the number of detected CO-emitting H I –selected galaxies at z ∼ 0.5 and probes a factor of ∼1.2 dex deeper in M H 2 than earlier absorber studies. These sources, which were selected based on known circumgalactic H I gas, span a wide range of stellar masses and metallicities, providing a unique view of gas-rich environments. By comparing the molecular gas properties, traced through CO(2−1) and CO(3−2) transitions with existing information of their physical properties, such as star formation rates (SFRs) and gas-phase metallicities from VLT/MUSE and HST spectroscopy, we investigate how these systems relate to the population of normal star-forming galaxies at similar redshift. Our deep, unbiased CO observations of H I -selected galaxies reveal a dual behaviour in star formation efficiency. Low- M H 2 systems form stars efficiently and follow the scaling relations of main-sequence galaxies, while high- M H 2 systems exhibit suppressed star formation and lower-than-expected stellar masses, likely reflecting ongoing gas accretion or environmental regulation. This diversity indicates that H I absorbers trace both evolved, actively star-forming galaxies and younger or dynamically influenced systems that are still building their gas reservoirs. By reaching molecular gas masses more than 1 dex below previous studies, our survey provides a key step towards completing the baryon census at z ∼ 0.5 and characterising the molecular phase of the broader H I -selected population.
- Open Access
- 23 January 2026
- Published by Oxford University Press (OUP) in Monthly Notices of the Royal Astronomical Society
- Vol. 546 (4)
RotCurves : a PYTHON package for efficient modelling and fitting of galactic rotation curves at high- z
Rotation curves are a fundamental tool in the study of galaxies across cosmic time, and with the advent of large integral field unit (IFU) kinematic surveys, there is an increasing need for efficient and flexible modelling tools. We present RotCurves, a parametric forward-modelling tool designed for rotation curve analysis at high-z, correcting for ‘beam smearing’ by projecting and convolving the beam PSF in the plane of the galaxy. We benchmark RotCurves against the established parametric code dysmalpy using synthetic observations. The typical runtime with RotCurves is a few $\sim 10$ ms, a factor $\approx 250$ faster than dysmalpy for a single realization. For well-resolved systems (PSF FWHM $< R_{\rm eff}$), the mock observed rotation and dispersion curves agree to within 5 per cent up to $3R_{\rm eff}$, whereas in marginally resolved systems (PSF FWHM $\gtrsim 1.5 R_{\rm eff}$) discrepancies increase to up to 15 per cent. Using a built-in MCMC fitting procedure, RotCurves recovers well the intrinsic model parameters across a wide range of galaxy properties, accounting for realistic noise patterns. Systematic biases emerge for the effective radius and for low disc masses ($M_{\rm disc} \lesssim 3 \times 10^{9} \, \rm M_\odot$). We show excellent parameter recovery at high signal-to-noise ratios (S/N $\gtrsim 25$ ), with increasing deviations in parameter recovery at lower S/N. RotCurves is best suited for inclinations of $10^\circ < i < 80^\circ$. RotCurves is built as an exploratory tool for rapid testing of mass model assumptions, parameter studies, and for efficiently processing large samples of observational data from large IFU surveys. The code is publicly available on github.- 23 January 2026
- Published by Oxford University Press (OUP) in Monthly Notices of the Royal Astronomical Society
- Vol. 546 (4)
Open AccessRotCurves : a PYTHON package for efficient modelling and fitting of galactic rotation curves at high- z
Rotation curves are a fundamental tool in the study of galaxies across cosmic time, and with the advent of large integral field unit (IFU) kinematic surveys, there is an increasing need for efficient and flexible modelling tools. We present RotCurves, a parametric forward-modelling tool designed for rotation curve analysis at high-z, correcting for ‘beam smearing’ by projecting and convolving the beam PSF in the plane of the galaxy. We benchmark RotCurves against the established parametric code dysmalpy using synthetic observations. The typical runtime with RotCurves is a few $\sim 10$ ms, a factor $\approx 250$ faster than dysmalpy for a single realization. For well-resolved systems (PSF FWHM $< R_{\rm eff}$), the mock observed rotation and dispersion curves agree to within 5 per cent up to $3R_{\rm eff}$, whereas in marginally resolved systems (PSF FWHM $\gtrsim 1.5 R_{\rm eff}$) discrepancies increase to up to 15 per cent. Using a built-in MCMC fitting procedure, RotCurves recovers well the intrinsic model parameters across a wide range of galaxy properties, accounting for realistic noise patterns. Systematic biases emerge for the effective radius and for low disc masses ($M_{\rm disc} \lesssim 3 \times 10^{9} \, \rm M_\odot$). We show excellent parameter recovery at high signal-to-noise ratios (S/N $\gtrsim 25$ ), with increasing deviations in parameter recovery at lower S/N. RotCurves is best suited for inclinations of $10^\circ < i < 80^\circ$. RotCurves is built as an exploratory tool for rapid testing of mass model assumptions, parameter studies, and for efficiently processing large samples of observational data from large IFU surveys. The code is publicly available on github. - Open Access
RotCurves: A PYTHON package for efficient modelling and fitting of galactic rotation curves at high-z
Rotation curves are a fundamental tool in the study of galaxies across cosmic time, and with the advent of large integral field unit (IFU) kinematic surveys there is an increasing need for efficient and flexible modelling tools. We present RotCurves, a parametric forward-modeling tool designed for rotation curve analysis at high-z, correcting for ``beam smearing" by projecting and convolving the beam PSF in the plane of the galaxy. We benchmark RotCurves against the established parametric code dysmalpy using synthetic observations. The typical runtime with RotCurves is a few ~10ms, a factor 250 faster than dysmalpy for a single realization. For well-resolved systems (PSF FWHM < Reff), the mock observed rotation and dispersion curves agree to within 5% up to 3Reff, where most of the discrepancies are in the inner disk. whereas in marginally resolved systems (PSF FWHM > 1.5 Reff) discrepancies increase to up to 15%. Using a built-in MCMC fitting procedure, RotCurves recovers well the intrinsic model parameters across a wide range of galaxy properties and accounting for realistic noise patterns. Systematic biases emerge for the effective radius and for low disk masses (Mdisk < 3x10^9 Msun). We show excellent parameter recovery at high signal-to-noise ratios (S/N > 25), with increasing deviations in parameter recovery at lower S/N. RotCurves is best suited for inclinations of 10 < i < 80. RotCurves is built as an exploratory tool for rapid testing of mass model assumptions, parameter studies and for efficiently processing large samples of observational data from large IFU surveys. The code is publicly available on github.
Open AccessRotCurves: A PYTHON package for efficient modelling and fitting of galactic rotation curves at high-z
Rotation curves are a fundamental tool in the study of galaxies across cosmic time, and with the advent of large integral field unit (IFU) kinematic surveys there is an increasing need for efficient and flexible modelling tools. We present RotCurves, a parametric forward-modeling tool designed for rotation curve analysis at high-z, correcting for ``beam smearing" by projecting and convolving the beam PSF in the plane of the galaxy. We benchmark RotCurves against the established parametric code dysmalpy using synthetic observations. The typical runtime with RotCurves is a few ~10ms, a factor 250 faster than dysmalpy for a single realization. For well-resolved systems (PSF FWHM < Reff), the mock observed rotation and dispersion curves agree to within 5% up to 3Reff, where most of the discrepancies are in the inner disk. whereas in marginally resolved systems (PSF FWHM > 1.5 Reff) discrepancies increase to up to 15%. Using a built-in MCMC fitting procedure, RotCurves recovers well the intrinsic model parameters across a wide range of galaxy properties and accounting for realistic noise patterns. Systematic biases emerge for the effective radius and for low disk masses (Mdisk < 3x10^9 Msun). We show excellent parameter recovery at high signal-to-noise ratios (S/N > 25), with increasing deviations in parameter recovery at lower S/N. RotCurves is best suited for inclinations of 10 < i < 80. RotCurves is built as an exploratory tool for rapid testing of mass model assumptions, parameter studies and for efficiently processing large samples of observational data from large IFU surveys. The code is publicly available on github.
- Open Access
- 19 December 2025
- Published by EDP Sciences in Astronomy & Astrophysics
- Vol. 704, A329
NOEMA 3D : A first kiloparsec resolution study of a z ∼ 1.5 main sequence barred galaxy channeling gas into a growing bulge
We present a very deep CO(3–2) observation of a massive, gas-rich, main sequence, barred spiral galaxy at z ≈ 1.52. Our data were taken with the IRAM-NOEMA interferometer for a 12-antenna equivalent on-source integration time of ∼50 hours. We fit the major axis kinematics with the forward modeling of a rotating disk and subtracted the two-dimensional beam convolved best-fit model, which revealed signatures of planar noncircular motions in the residuals. The inferred in-plane radial velocities are remarkably high, of the order of ≈60 km/s. Direct comparisons with a high-resolution, simulated, gas-rich, barred galaxy, obtained with the moving mesh code AREPO and the TNG sub-grid model, show that the observed noncircular gas flows can be explained as radial flows driven by the central bar, with an inferred net inflow rate of the order of the star formation rate (SFR). Given the recent evidence for a higher-than-expected fraction of barred disk galaxies at cosmic noon, our results suggest that rapid gas inflows due to bars could be important evolutionary drivers for the dominant population of star-forming galaxies at the peak epoch of star and galaxy formation.
- 19 December 2025
- Published by EDP Sciences in Astronomy & Astrophysics
- Vol. 704, A329
Open AccessNOEMA 3D : A first kiloparsec resolution study of a z ∼ 1.5 main sequence barred galaxy channeling gas into a growing bulge
We present a very deep CO(3–2) observation of a massive, gas-rich, main sequence, barred spiral galaxy at z ≈ 1.52. Our data were taken with the IRAM-NOEMA interferometer for a 12-antenna equivalent on-source integration time of ∼50 hours. We fit the major axis kinematics with the forward modeling of a rotating disk and subtracted the two-dimensional beam convolved best-fit model, which revealed signatures of planar noncircular motions in the residuals. The inferred in-plane radial velocities are remarkably high, of the order of ≈60 km/s. Direct comparisons with a high-resolution, simulated, gas-rich, barred galaxy, obtained with the moving mesh code AREPO and the TNG sub-grid model, show that the observed noncircular gas flows can be explained as radial flows driven by the central bar, with an inferred net inflow rate of the order of the star formation rate (SFR). Given the recent evidence for a higher-than-expected fraction of barred disk galaxies at cosmic noon, our results suggest that rapid gas inflows due to bars could be important evolutionary drivers for the dominant population of star-forming galaxies at the peak epoch of star and galaxy formation.