2025ApJ...984L..14Z


Query : 2025ApJ...984L..14Z

2025ApJ...984L..14Z - Astrophys. J., 984, L14 (2025/May-1)

exoALMA. IX. Regularized Maximum Likelihood Imaging of Non-Keplerian Features.

ZAWADZKI B., CZEKALA I., GALLOWAY-SPRIETSMA M., BAE J., BARRAZA-ALFARO M., BENISTY M., CATALDI G., CURONE P., FACCHINI S., FASANO D., FLOCK M., FUKAGAWA M., GARG H., HALL C., HILDER T., HUANG J., ILEE J.D., ISELLA A., IZQUIERDO A.F., KANAGAWA K., LESUR G., LONGARINI C., LOOMIS R.A., ORIHARA R., PINTE C., PRICE D.J., ROSOTTI G., STADLER J., TEAGUE R., YEN H.-W., WAFFLARD-FERNANDEZ G., WILNER D.J., WINTER A.J., WOLFER L. and YOSHIDA T.C.

Abstract (from CDS):

The planet-hunting Atacama Large Millimeter/submillimeter Array (ALMA) large program exoALMA observed 15 protoplanetary disks at $\sim 0\mathop{.}\limits^{^{\prime\prime} }15$ angular resolution and ∼100 m s–1 spectral resolution, characterizing disk structures and kinematics in enough detail to detect non-Keplerian features (NKFs) in the gas emission. As these features are often small and low-contrast, robust imaging procedures are critical for identifying and characterizing NKFs, including determining which features may be signatures of young planets. The exoALMA collaboration employed two different imaging procedures to ensure the consistent detection of NKFs: CLEAN, the standard iterative deconvolution algorithm, and regularized maximum likelihood (RML) imaging. This Letter presents the exoALMA RML images, obtained by maximizing the likelihood of the visibility data given a model image and subject to regularizer penalties. Crucially, in the context of exoALMA, RML images serve as an independent verification of marginal features seen in the fiducial CLEAN images. However, best practices for synthesizing RML images of multichanneled (i.e., velocity-resolved) data remain undefined, as prior work on RML imaging for protoplanetary disk data has primarily addressed single-image cases. We used the open-source Python package MPoL to explore RML image validation methods for multichanneled data and synthesize RML images from the exoALMA observations of seven protoplanetary disks with apparent NKFs in the 12CO J = 3-2 CLEAN images. We find that RML imaging methods independently reproduce the NKFs seen in the CLEAN images of these sources, suggesting that the NKFs are robust features rather than artifacts from a specific imaging procedure.

Abstract Copyright: © 2025. The Author(s). Published by the American Astronomical Society.

Journal keyword(s): Protoplanetary disks - Computational methods - Planet formation - Deconvolution - Submillimeter astronomy

Simbad objects: 8

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Number of rows : 8
N Identifier Otype ICRS (J2000)
RA
ICRS (J2000)
DEC
Mag U Mag B Mag V Mag R Mag I Sp type #ref
1850 - 2026
#notes
1 V* AA Tau Or* 04 34 55.4201902392 +24 28 53.033624580 13.14 13.34 12.20 12.03   K5Ve 801 0
2 EM* LkCa 15 Or* 04 39 17.7911622816 +22 21 03.390090984   13.01 12.03 11.61   K5:Ve 792 1
3 V* SY Cha Or* 10 56 30.3883129248 -77 11 39.401977596         11.29 K5Ve 194 0
4 M 87 AGN 12 30 49.42338414 +12 23 28.0436859 10.16 9.59 8.63   7.49 ~ 7815 3
5 HD 135344B Or* 15 15 48.4460065200 -37 09 16.024369824   9.21 8.708     F8V 548 0
6 ATO J241.0901-21.5080 Or* 16 04 21.6547947840 -21 30 28.550063304   13.3       K2 190 0
7 WRAY 15-1443 TT* 16 15 20.2341630672 -32 55 05.097631872 13.88 13.22 12.00 11.658 10.50 K5 120 0
8 WRAY 15-1880 TT* 18 42 57.9813628512 -35 32 42.826760736   12.91 11.77     K2 84 0

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