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Romina P. Petrucci

Publications and source records attributed to Romina P. Petrucci.

2 recordsLinked to original sources

phoptic -- a Python package for reducing astronomical images

Publicly-available photometry pipelines make astronomical data reduction accessible to non-experts, reduce the margin for human error, and enable reproducible reduction. In many cases, bespoke reduction software is written on a per-instrument basis; this results in rigid pipelines that cannot be straightforwardly applied to data from other instruments. To alleviate this problem, we present phoptic, an open source photometry pipeline written in Python. phoptic began as a dedicated pipeline for the the OPtical TIming CAMera (OPTICAM), a triple-camera system mounted on the 2.1~m telescope at the Observatorio Astronomico Nacional in San Pedro Martir, Mexico. However, phoptic now serves as a generic photometry pipeline with a simple interface to reduce data from other instruments. At its core, phoptic leverages the astropy Python package, and affiliated packages thereof, to provide a flexible, modern, and interoperable reduction pipeline. In particular, phoptic uses photutils for background estimation, source detection, and performing aperture photometry. Additionally, phoptic implements optimal photometry, improving the signal-to-noise ratio over aperture photometry by up to $\sim 10$ per cent. We describe phoptic's functionality, discuss its default behaviour, and demonstrate its flexible interface by reducing data from the HiPERCAM, MEXMAN, OPTICAM, and ULTRACAM instruments. We also review the performance of phoptic, and show that it is highly scalable on multi-core CPUs.

astro-ph.IM↗

Exploring the photometric variability of ultra-cool dwarfs with TESS

We present a photometric characterization of 208 ultra-cool dwarfs (UCDs) with spectral types between M4 and L4, from 20-second and 2-minute cadence TESS light curves. We determine rotation periods for 87 objects (42 percent) and identify 778 flare events in 103 UCDs (49.5 percent). For 777 flaring events (corresponding to 102 objects), we derive bolometric energies between 2.1e30 and 1.1e34 erg , with 56 superflare events. No transiting planets or eclipsing binaries were identified. We find that the fraction of UCDs with rotation and flaring activity is, at least, 20 percent higher in M4-M6 spectral types than in later UCDs (M7-L4). For spectral types between M4 and L0, we measure the slope of the flare bolometric energy-duration correlation to be gamma = 0.497 +/- 0.058, which agrees with that found in previous studies for solar-type and M dwarfs. Moreover, we determine the slope of the flare frequency distribution to be alpha = -1.75 +/- 0.04 for M4-M5 dwarfs, alpha = -1.69 +/- 0.04 and alpha = -1.72 +/- 0.1 for M6-M7 and M8-L0 dwarfs, respectively, which are consistent with previous works that exclusively analysed UCDs. These results support the idea that independently of the physical mechanisms that produce magnetic activity, the characteristics of the rotational modulation and flares are similar for both fully-convective UCDs and partially-convective solar-type and early-M stars. Based on the measured UCD flare distributions, we find that UV radiation emitted from flares does not have the potential to start prebiotic chemistry.

astro-ph.SR↗