Single-star optical turbulence profiling techniques for SHIMM and other Shack–Hartmann instruments

Applied Optics Optica Publishing Group 65:19 (2026) H63-H63

Authors:

Ryan Griffiths, Timothy Butterley, Richard Wilson, James Osborn

Abstract:

Atmospheric optical turbulence (OT) monitoring is crucial for site characterization at astronomical observatories and optical communications ground stations. The Shack–Hartmann image motion monitor (SHIMM) instrument implements a fast, infrared Shack–Hartmann sensor to measure a low-resolution OT profile continuously throughout the day and night. This work presents advances made in Shack–Hartman optical turbulence profiling techniques implemented on the SHIMM, including a derivation and validation of Z-tilt weighting functions, implementation of methods for correcting for non-zero exposure times, and for estimating the coherence time of optical turbulence using the profile coupled with the fast defocus method. These techniques were tested via end-to-end Monte Carlo simulations of the SHIMM instrument using real turbulence profiles from the Paranal stereo-SCIDAR instrument with an augmented ground layer. All measurements of integrated OT parameters were in strong agreement with the simulation inputs, evidenced by correlation coefficients close to one, small RMS error, and bias. The accuracy of the four-layer SHIMM model was also investigated, which showed high correlation with simulation inputs for all layers even in daytime OT conditions. This study suggests that, for the turbulence database used, and under realistic daytime noise conditions, a C n 2 ( h )d h sensitivity limit in the region of 2×10 −15 m 1/3 was encountered in the highest altitude layer. There was also evidence of a cross-talk effect between the strong ground layer and the first atmospheric layer.

Direct Imaging Discovery of Giant Exoplanet $β$ Pictoris d: A Decade-Long Game of Hide-and-Seek

(2026)

Authors:

Ben J Sutlieff, Markus J Bonse, Valentin Christiaens, Clémence Fontanive, Elisabeth C Matthews, Luke T Parker, Tim D Pearce, Jayne L Birkby, Beth A Biller, Trent J Dupuy, Emily O Garvin, Leyla Iskandarli, Jens Kammerer, Yifan Zhou, Robert J De Rosa, Aarynn L Carter, Sasha Hinkley, Matthew A Kenworthy, William O Balmer, Iain Hammond, James Mang, Caroline V Morley, Mark J Neeser, Olivier Absil, Anthony Boccaletti, Mariangela Bonavita, Brendan P Bowler, Xueqing Chen, Felix A Dannert, Julien H Girard, Markus Kasper, Anne-Marie Lagrange, Pengyu Liu, Gilles Orban de Xivry, Michael Poon, Sascha P Quanz, Benoît Serra, Johanna M Vos, Kevin Wagner, Jason Wang, Bernhard Schölkopf, Guido Agapito, Alex Agudo Berbel, Dániel Apai, Andrea Baruffolo, Martin Black, Marco Bonaglia, Runa Briguglio, Yixian Cao, Luca Carbonaro, Lee Chapman, Giovanni Cresci, Yigit Dallilar, Richard Davies, Matthias Deysenroth, Ivan Di Antonio, Amico Di Cianno, Gianluca Di Rico, David Doelman, Mauro Dolci, Frank Eisenhauer, Simone Esposito, Debora Ferruzzi, Helmut Feuchtgruber, Natascha Förster-Schreiber, Kyle Franson, Reinhard Genzel, Stefan Gillessen, Eileen C Gonzales, Michael Hartl, Jean Hayoz, Heinrich Huber, Christoph Keller, Kateryna Kravchenko, Jarron Leisenring, John Lightfoot, David Lunney, Dieter Lutz, Mike Macintosh, Filippo Mannucci, Stanimir Metchev, Thomas Ott, David Pearson, Alfio Puglisi, Sebastian Rabien, Christian Rau, Armando Riccardi, Bernardo Salasnich, Taro Shimizu, Frans Snik, Eckhard Sturm, Genaro Suárez, Linda Tacconi, Xianyu Tan, William Taylor, Christopher Waring, Marco Xompero

GATOS XIV: The first direct kinematic evidence of dusty outflows from AGN via PAH kinematics of local Seyfert galaxies with JWST

Monthly Notices of the Royal Astronomical Society Oxford University Press (OUP) (2026) stag1181

Authors:

Fergus R Donnan, Ismael García-Bernete, Dimitra Rigopoulou, Almudena Alonso-Herrero, Anelise Audibert, Enrica Bellocchi, Andrew Bunker, Steph Campbell, Françoise Combes, Richard Davies, Tanio Díaz-Santos, Juan A Fernández-Ontiveros, Poshak Gandhi, Santiago García-Burillo, Omaira González-Martín, Erin KS Hicks, Laura Hermosa Muñoz, Sebastian F Hoenig, Masatoshi Imanishi, Alvaro Labiano, Nancy A Levenson, Miguel Pereira-Santaella, Cristina Ramos Almeida, Claudio Ricci, Rogemar A Riffel, Daniel Rouan, David Rosario, Karin Sandstrom, Taro T Shimizu, Marko Stalevski, Niranjan Thatte, Oscar Veenema, Lulu Zhang

Abstract:

Abstract We present the first spatially resolved kinematic evidence for dust in the outflows of Active Galactic Nuclei (AGN). We utilise observations from JWST with NIRSpec IFU and MIRI MRS data of 10 local Seyferts and use Principal Component Analysis (PCA) tomography to extract the kinematics of Polycyclic Aromatic Hydrocarbon (PAH) features. PAHs comprise the smallest carbonaceous dust molecules in the Interstellar Medium (ISM), and produce emission features in the infrared providing the potential to measure kinematics. This is however challenging due to their broad shapes and variations in their intrinsic profile, prompting the need for techniques such as PCA tomography. We find that the velocity of the PAHs is similar to the molecular gas as traced by the rotational transitions of H2, where for NGC 5728 and NGC 7582, both disk and outflow are present. We detect the outflow in the kinematics of large and neutral PAHs, namely the 11.3 μm and 17 μm PAH features, where after subtracting the disk, the velocity field matches that of high-ionisation potential lines such as [NeVI] (7.65 μm, IP = 158 eV). Finally, we fail to detect kinematics of the 6.2 μm PAH due to an altered intrinsic profile while the the 3.3 μm PAH kinematics purely trace the circumnuclear disk. This suggests the PAHs in the outflow are more neutral and larger than in star-forming regions, consistent with PAH band ratios in previous studies of AGN.

The carbon isotope ratio of β Pic b with high-resolution spectroscopy

(2026)

Authors:

D González Picos, IAG Snellen, R Landman, S de Regt, N Grasser, JL Birkby, T Stolker, I Koutalios, MA Kenworthy

Upper limits on exosatellites around β Pictoris b

Monthly Notices of the Royal Astronomical Society Oxford University Press 549:4 (2026) stag1060

Authors:

Matthew A Kenworthy, Rico Landman, Andrew Vanderburg, Joseph E Rodriguez, Jayne L Birkby, Isabella Macias, Darío González Picos, Sydney A Jenkins, Elina Kleisioti, Tomas Stolker, Ioannis Koutalios

Abstract:

Pictoris b is one of the closest known directly imaged gas giant exoplanets with an orbit that is almost edge-on to our line of sight, making it an ideal target for radial velocity monitoring to search for massive exomoons. We measure the radial velocity of Pictoris b over several epochs between October 2024 and March 2025 by using the cross-correlation of a template spectrum with absorption lines in the planet’s atmosphere, giving a mean precision of 160 m s. The resultant set of radial velocities is analysed with a periodogram to search for candidate radial velocity (RV) signals indicating a massive exomoon. Although we do not detect an exomoon signal in our data, our detection limits for a single moon are 80 Earth masses at d and 1 Jupiter at d, comparable to RV exomoon searches around other substellar companions. The RV limit is comparable with the astrometric exomoon limit at a period of 7 d and a mass of 150 , where for longer periods the astrometric searches have lower mass limits. With an additional observing season, the upgraded CRyogenic InfraRed Echelle Spectrograph (CRIRES+) can detect a planet/moon mass ratio of () with a period of up to one day, and can detect a Neptune-mass moon at hundreds of Jupiter radii.