The ALMA Survey of Gas Evolution of PROtoplanetary Disks (AGE-PRO): Constraints on disk turbulence, fragmentation velocity, and inner pebble fluxes

Abstract How substructures and disk properties affect dust evolution and the delivery of solids and volatiles into planet-forming regions remains an open question. We present results from tailored dust evolution modeling of the AGE-PRO ALMA large program, a sample of 30 protoplanetary disks spanning different evolutionary stages. Visibility fitting of the AGE-PRO ALMA data (at 1.3 mm) reveals that approximately half of the disks exhibit radial substructures. Combined with stellar properties, disk inclinations, and gas mass estimates from CO isotopologues and N2H+, this well-characterized set of disks provides an ideal testbed to constrain dust evolution models across different ages and disk morphologies. Using the dust evolution code DustPy, we simulate dust evolution in each disk under four model configurations, varying two key free parameters: the turbulent viscosity (α = 10−4, 10−3) and fragmentation velocity (vfrag = 1m s−1, 10m s−1). Pressure traps are incorporated by perturbing the gas surface density based on the continuum intensity profiles, and synthetic observations generated with RADMC-3D are compared to these profiles. While no single model fits all disks, nearly half are best reproduced by the configuration with low turbulence and low fragmentation velocity (α = 10−4, vfrag = 1 m s−1). Models of smooth disks underpredict dust mass, possibly indicating unresolved substructures. Pebble fluxes into inner disk regions correlate more strongly with disk age than with the presence of substructures, highlighting time-dependent dust transport as a key factor in shaping inner disk composition. Our results also provide a comparative baseline for interpreting multiwavelength and JWST water vapor observations.

Authors

Institutions

Publication Details

Journal
Monthly Notices of the Royal Astronomical Society
Published
2026-03-03
DOI
https://doi.org/10.1093/mnras/stag423
Primary Topic
Astrophysics and Star Formation Studies
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The ALMA Survey of Gas Evolution of PROtoplanetary Disks (AGE-PRO): Constraints on disk turbulence, fragmentation velocity, and inner pebble fluxes

Carolina Agurto-Gangas, Miguel Vioque, Laura M. Pérez, Rossella Anania et al.
Monthly Notices of the Royal Astronomical Society
Astrophysics and Star Formation Studies
article

The ALMA Survey of Gas Evolution of PROtoplanetary Disks (AGE-PRO): Constraints on disk turbulence, fragmentation velocity, and inner pebble fluxes

Carolina Agurto-Gangas, Miguel Vioque, Laura M. Pérez, Rossella Anania, Ling Luo, Cieza Ii, Giovanni P. Rosotti, Benoît Tabone, Anibal Sierra, Ilaria Pascucci, John Carpenter, Ke Zhang, Nicolás T Kurtovic, James Miley, Dingshan Deng, Camila Pulgarés
article en

Abstract

Abstract How substructures and disk properties affect dust evolution and the delivery of solids and volatiles into planet-forming regions remains an open question. We present results from tailored dust evolution modeling of the AGE-PRO ALMA large program, a sample of 30 protoplanetary disks spanning different evolutionary stages. Visibility fitting of the AGE-PRO ALMA data (at 1.3 mm) reveals that approximately half of the disks exhibit radial substructures. Combined with stellar properties, disk inclinations, and gas mass estimates from CO isotopologues and N2H+, this well-characterized set of disks provides an ideal testbed to constrain dust evolution models across different ages and disk morphologies. Using the dust evolution code DustPy, we simulate dust evolution in each disk under four model configurations, varying two key free parameters: the turbulent viscosity (α = 10−4, 10−3) and fragmentation velocity (vfrag = 1m s−1, 10m s−1). Pressure traps are incorporated by perturbing the gas surface density based on the continuum intensity profiles, and synthetic observations generated with RADMC-3D are compared to these profiles. While no single model fits all disks, nearly half are best reproduced by the configuration with low turbulence and low fragmentation velocity (α = 10−4, vfrag = 1 m s−1). Models of smooth disks underpredict dust mass, possibly indicating unresolved substructures. Pebble fluxes into inner disk regions correlate more strongly with disk age than with the presence of substructures, highlighting time-dependent dust transport as a key factor in shaping inner disk composition. Our results also provide a comparative baseline for interpreting multiwavelength and JWST water vapor observations.

Monthly Notices of the Royal Astronomical Society
Universidad de Santiago de Chile (CL), Centre National de la Recherche Scientifique (FR), Planetary Science Institute (US), University of Wisconsin System (US), European Southern Observatory (DE), University of Wisconsin–Madison (US), University of Milan (IT), Université Paris-Saclay (FR), Atacama Large Millimeter Submillimeter Array (CL), Millennium Science Initiative (CL), Chinese Academy of Science South America Center for Astronomy (CL), Institute of Astrophysics and Space Sciences (PT), Max Planck Institute for Extraterrestrial Physics (DE), Institut d'Astrophysique Spatiale (FR), Max Planck Institute for Astronomy (DE), European Southern Observatory (CL), University College London (GB), Federico Santa María Technical University (CL), Universidad Diego Portales (CL)
Openalex Percentile: Top 37%
Astrophysics and Star Formation Studies
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.