Deconvolution of JWST/MIRI Images: Applications to an Active Galactic Nucleus Model and GATOS Observations of NGC 5728

The Astronomical Journal IOP Publishing 167:3 (2024) 96-96

Authors:

MT Leist, C Packham, DJV Rosario, DA Hope, A Alonso-Herrero, EKS Hicks, S Hönig, L Zhang, R Davies, T Díaz-Santos, O González-Martín, E Bellocchi, PG Boorman, F Combes, I García-Bernete, S García-Burillo, B García-Lorenzo, H Haidar, K Ichikawa, M Imanishi, SM Jefferies, Á Labiano, NA Levenson, R Nikutta, M Pereira-Santaella, D Rigopoulou

Abstract:

The superb image quality, stability, and sensitivity of JWST permit deconvolution techniques to be pursued with a fidelity unavailable to ground-based observations. We present an assessment of several deconvolution approaches to improve image quality and mitigate the effects of the complex JWST point-spread function (PSF). The optimal deconvolution method is determined by using WebbPSF to simulate JWST’s complex PSF and MIRISim to simulate multiband JWST/Mid-Infrared Imager Module (MIRIM) observations of a toy model of an active galactic nucleus (AGN). Five different deconvolution algorithms are tested: (1) Kraken deconvolution, (2) Richardson–Lucy, (3) the adaptive imaging deconvolution algorithm, (4) sparse regularization with the Condat–Vũ algorithm, and (5) iterative Wiener filtering and thresholding. We find that Kraken affords the greatest FWHM reduction of the nuclear source of our MIRISim observations for the toy AGN model while retaining good photometric integrity across all simulated wave bands. Applying Kraken to Galactic Activity, Torus, and Outflow Survey (GATOS) multiband JWST/MIRIM observations of the Seyfert 2 galaxy NGC 5728, we find that the algorithm reduces the FWHM of the nuclear source by a factor of 1.6–2.2 across all five filters. Kraken images facilitate detection of extended nuclear emission ∼2.″5 (∼470 pc, position angle ≃ 115°) in the SE–NW direction, especially at the longest wavelengths. We demonstrate that Kraken is a powerful tool to enhance faint features otherwise hidden in the complex JWST PSF

PHANGS-ML: dissecting multiphase gas and dust in nearby galaxies using machine learning

ArXiv 2402.0433 (2024)

Authors:

Dalya Baron, Karin M Sandstrom, Erik Rosolowsky, Oleg V Egorov, Ralf S Klessen, Adam K Leroy, Médéric Boquien, Eva Schinnerer, Francesco Belfiore, Brent Groves, Jérémy Chastenet, Daniel A Dale, Guillermo A Blanc, José E Méndez-Delgado, Eric W Koch, Kathryn Grasha, Mélanie Chevance, David A Thilker, Dario Colombo, Thomas G Williams, Debosmita Pathak, Jessica Sutter, Toby Brown, John F Wu, JEG Peek, Eric Emsellem, Kirsten L Larson, Justus Neumann

SDSS-IV MaNGA: calibration of astrophysical line-widths in the Hα region using HexPak observations

Monthly Notices of the Royal Astronomical Society Oxford University Press (OUP) 528:3 (2024) 5377-5393

Authors:

Sabyasachi Chattopadhyay, Matthew A Bershady, David R Law, Kyle Westfall, Shravan Shetty, Camilo Machuca, Michele Cappellari, Kate HR Rubin, Kevin Bundy, Samantha Penny

JADES: Insights into the low-mass end of the mass–metallicity–SFR relation at 3 < z < 10 from deep JWST/NIRSpec spectroscopy

Astronomy & Astrophysics EDP Sciences 684 (2024) A75-A75

Authors:

Mirko Curti, Roberto Maiolino, Emma Curtis-Lake, Jacopo Chevallard, Stefano Carniani, Francesco D’Eugenio, Tobias J Looser, Jan Scholtz, Stephane Charlot, Alex Cameron, Hannah Übler, Joris Witstok, Kristian Boyett, Isaac Laseter, Lester Sandles, Santiago Arribas, Andrew Bunker, Giovanna Giardino, Michael V Maseda, Tim Rawle, Bruno Rodríguez Del Pino, Renske Smit, Chris J Willott, Daniel J Eisenstein, Ryan Hausen

Abstract:

We analysed the gas-phase metallicity properties of a sample of low-stellar-mass (log M?/M. 9) galaxies at 3 < z < 10 observed with JWST/NIRSpec as part of the JADES programme in its deep GOODS-S tier. By combining this sample with more massive galaxies at similar redshifts from other programmes, we study the scaling relations between stellar mass (M?), oxygen abundance (O/H), and star-formation rate (SFR) for 146 galaxies spanning three orders of magnitude in stellar mass and out to the epoch of early galaxy assembly. We find evidence for a shallower slope at the low-mass end of the mass-metallicity relation (MZR), with 12+log(O/H) = (7.72 ± 0.02) + (0.17 ± 0.03) log(M?/108 M ), in good agreement with the MZR probed by local analogues of high-redshift systems, such as the 'Green Pea' and 'Blueberry' galaxies. The inferred slope is well matched by models including 'momentum-driven' supernova (SN) winds, suggesting that feedback mechanisms in dwarf galaxies (and at high z) might be different from those in place at higher masses. The evolution in the normalisation is observed to be relatively mild compared to previous determinations of the MZR at z ∼ 3 (∼0.1−0.2 dex across the explored mass regime). We observe a deviation from the local fundamental metallicity relation (FMR) for our sample at high redshift, especially at z > 6, with galaxies significantly less enriched than predicted given their M? and SFR (with a median offset in log(O/H) of ∼0.5 dex, significant at ∼5σ). These observations are consistent with an enhanced stochasticity in the gas accretion and star-formation history of high-redshift systems, prompting us to reconsider the nature of the relationship between M?, O/H, and SFR in the early Universe

SDSS-IV MaNGA: Calibration of astrophysical line-widths in the H{\alpha} region using HexPak observations

(2024)

Authors:

Sabyasachi Chattopadhyay, Matthew A Bershady, David R Law, Kyle Westfall, Shravan Shetty, Camilo Machuca, Michele Cappellari, Kate HR Rubin, Kevin Bundy, Samantha Penny