AI summary · arXiv: 2610.32906v1 · astro-ph.EP

The ALMA Survey of Gas Evolution of PROtoplanetary disks (AGE-PRO): Evolution of dust properties from multi-wavelength observations

Camila Pulgarés, Laura M. Pérez, Carolina Agurto-Gangas, Lilian Luo, Paola Pinilla, Anibal Sierra, Miguel Vioque, Nicolás Kurtovic,

and 8 more authorsRossella Anania, John Carpenter, Lucas Cieza, Dingshan Deng, Camilo González-Ruilova, Michiel R. Hogerheijde, James Miley, Ke Zhang

Original paper Submitted to arXiv on 23 Oct. 2026 14 pages, 11 figures. Accepted for publication in MNRAS, supplementary material available at https://doi.org/10.5281/zenodo.23535413 License: NONEXCLUSIVE-DISTRIB 1.0 Also in: fr

The essentials

Multi-wavelength observations of 30 AGE-PRO discs suggest stable dust disc sizes and declining dust masses with age, with substantial opacity uncertainties and widespread optically thick emission.

Based on the abstract only: check the details in the original paper.

Question

How do dust properties in protoplanetary discs evolve across their lifetimes? The study uses multi-wavelength observations to better constrain dust disc mass, temperature, and maximum grain size.

Method

The survey covers 30 protoplanetary discs across embedded (0.5–1 Myr), middle-age (1–3 Myr), and late (2–6 Myr) stages. The authors fitted visibilities from new ALMA 3.1 mm and 1.5 mm continuum observations and derived radial brightness profiles, spatially resolving 20 discs at both wavelengths. Multi-wavelength modelling also incorporated radial profiles from 1.3 mm observations.

Findings

  • Result Dust disc size appears constant with age, while dust disc mass decreases over time.
    See the passage in the paper
    Our results replicate trends obtained from the single wavelength analysis: the dust disc size seems to be constant over age and the dust disc mass decreases with time, with a factor $\sim$10-40 uncertainty from opacity assumptions.
  • Authors’ interpretation The inferred dust properties imply much lower gas-to-dust mass ratios for the sample than previously reported.
    See the passage in the paper
    This result implies much lower gas-to-dust mass ratios for the discs in our sample than previously reported.
  • Authors’ interpretation The derived spectral indices are consistent with optically thick emission in a large fraction of the sample, particularly in Ophiuchus and Lupus.
    See the passage in the paper
    In addition, the derived spectral indices are consistent with optically thick emission in a large fraction of the AGE-PRO discs, in particular for the Ophiuchus and Lupus discs.

Limitations

  • Opacity assumptions introduce a factor of approximately 10–40 uncertainty in dust disc mass.
    See the passage in the paper
    Our results replicate trends obtained from the single wavelength analysis: the dust disc size seems to be constant over age and the dust disc mass decreases with time, with a factor $\sim$10-40 uncertainty from opacity assumptions.
  • Only 20 of the 30 surveyed discs were spatially resolved at the two studied wavelengths.
    See the passage in the paper
    We fitted the observed visibilities and derived radial brightness profiles, spatially resolving 20 discs from the AGE-PRO sample at the two studied wavelengths.

Why it matters

The multi-wavelength analysis reinforces previously inferred trends in dust disc evolution while implying substantially lower gas-to-dust mass ratios than previously reported. These constraints inform the study of solids that form giant planet cores and terrestrial planets.

Written by AI from the paper. Passages are checked word for word against the text we analysed; the rest may contain errors.

AI-generated keywords: Protoplanetary discs Dust evolution ALMA observations Dust opacity Gas-to-dust mass ratios

Read further

  • Comprehensive Summary
  • Layman's Summary
  • Blog article
  • Original abstract
This paper investigates the evolution of dust in protoplanetary discs, the reservoirs of gas and solids from which planets form. Understanding how these solids evolve is essential to explaining the formation of giant-planet cores and terrestrial planets. The study examines whether dust disc masses and sizes change with age and seeks tighter constraints on dust temperature and maximum grain size. The work builds on the ALMA Survey of Gas Evolution of PROtoplanetary disks (AGE-PRO), whose initial dust estimates relied on observations at a single wavelength, 1.3 mm. By combining observations at several wavelengths, the authors aim to better constrain dust properties and assess uncertainties in those earlier estimates. The AGE-PRO sample comprises 30 protoplanetary discs spanning three evolutionary stages: an embedded phase at approximately 0.5–1 million years, an intermediate phase at 1–3 million years, and a late phase at 2–6 million years. The study presents new ALMA continuum observations of the entire sample at 3.1 mm and 1.5 mm, corresponding to Bands 3 and 5. The authors fitted interferometric visibilities to derive radial brightness profiles, spatially resolving 20 of the 30 discs at the two wavelengths. They then performed multi-wavelength modelling that incorporated radial profiles from the existing 1.3 mm observations. This approach uses both the wavelength dependence and spatial distribution of the emission to constrain dust properties more effectively than single-wavelength analyses. The main evolutionary findings agree with those of the earlier study: dust disc sizes appear to remain approximately constant with age, while dust masses decrease. However, the inferred masses depend strongly on the assumed dust opacity, with uncertainties of approximately a factor of 10–40. This uncertainty is central to interpreting the results because converting millimetre emission into dust mass requires assumptions about how efficiently grains absorb and emit radiation. The abstract reports that the revised dust estimates imply substantially lower gas-to-dust mass ratios than previously reported, but it provides neither numerical ratios nor individual disc masses. Another key result concerns spectral indices, which describe how continuum emission varies with observing frequency. The derived indices are consistent with optically thick emission in a large fraction of the sample, particularly among the Ophiuchus and Lupus discs. Under optically thick conditions, brightness does not increase straightforwardly with the amount of dust present. This complicates the use of continuum measurements as direct tracers of dust mass and underscores the need to account for optical depth as well as dust opacity. Overall, the study supports a picture in which dust reservoirs decline as discs evolve, while measured dust disc sizes show no clear age dependence. It also highlights substantial uncertainty in absolute dust masses and, consequently, gas-to-dust mass ratios. Only the title, author list, and abstract were supplied; the full text was unavailable because of the stated licensing restriction. The available material therefore does not establish the detailed modelling assumptions, numerical constraints on temperature or grain size, statistical significance of the age trends, or individual-source results. These limitations prevent a more quantitative assessment of how robustly the observations distinguish physical dust depletion from other effects that influence millimetre emission.

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