PlatoSim: An end-to-end PLATO camera simulator for modelling high-precision space-based photometry
arXiv:2310.06985 · doi:10.1051/0004-6361/202346701
Abstract
PLAnetary Transits and Oscillations of stars (PLATO) is the ESA M3 space mission dedicated to detect and characterise transiting exoplanets including information from the asteroseismic properties of their stellar hosts. The uninterrupted and high-precision photometry provided by space-borne instruments such as PLATO require long preparatory phases. An exhaustive list of tests are paramount to design a mission that meets the performance requirements, and as such, simulations are an indispensable tool in the mission preparation. To accommodate PLATO's need of versatile simulations prior to mission launch - that at the same time describe accurately the innovative but complex multi-telescope design - we here present the end-to-end PLATO simulator specifically developed for the purpose, namely PlatoSim. We show step-by-step the algorithms embedded into the software architecture of PlatoSim that allow the user to simulate photometric time series of CCD images and light curves in accordance to the expected observations of PLATO. In the context of the PLATO payload, a general formalism of modelling, end-to-end, incoming photons from the sky to the final measurement in digital units is discussed. We show the strong predictive power of PlatoSim through its diverse applicability and contribution to numerous working groups within the PLATO Mission Consortium. This involves the on-going mechanical integration and alignment, performance studies of the payload, the pipeline development and assessments of the scientific goals. PlatoSim is a state-of-the-art simulator that is able to produce the expected photometric observations of PLATO to a high level of accuracy. We demonstrate that PlatoSim is a key software tool for the PLATO mission in the preparatory phases until mission launch and prospectively beyond.
30 pages, 22 figures
References in corpus (66)
- SciPy 1.0--Fundamental Algorithms for Scientific Computing in Python
- Array Programming with NumPy
- Astropy: A Community Python Package for Astronomy
- The Astropy Project: Sustaining and Growing a Community-oriented Open-source Project and the Latest Major Release (v5.0) of the Core Package
- The Transiting Exoplanet Survey Satellite
- Binary companions of evolved stars in APOGEE DR14: Search method and catalog of ~5,000 companions
- A new extensive library of PHOENIX stellar atmospheres and synthetic spectra
- The K2 Mission: Characterization and Early results
- The PLATO 2.0 Mission
- batman: BAsic Transit Model cAlculatioN in Python
- A box-fitting algorithm in the search for periodic transits
- The CoRoT satellite in flight : description and performance
- A Technique for Extracting Highly Precise Photometry for the Two-Wheeled Kepler Mission
- The effect of red noise on planetary transit detection
- Kepler Asteroseismology Program: Introduction and First Results
- A library of high resolution synthetic stellar spectra from 300nm to 1.8 micron with solar and alpha-enhanced composition
- Ages and fundamental properties of Kepler exoplanet host stars from asteroseismology
- Probing the interior physics of stars through asteroseismology
- Fundamental Properties of Kepler Planet-Candidate Host Stars using Asteroseismology
- Ensemble Asteroseismology of Solar-Type Stars with the NASA Kepler Mission
- The CHEOPS mission
- Preparation of Kepler lightcurves for asteroseismic analyses
- The connection between stellar granulation and oscillation as seen by the Kepler mission
- CoRoT reveals a magnetic activity cycle in a Sun-like star
- Transit Least Squares: Optimized transit detection algorithm to search for periodic transits of small planets
- Wotan: Comprehensive time-series de-trending in Python
- The Occurrence of Rocky Habitable Zone Planets Around Solar-Like Stars from Kepler Data
- Asteroseismology of solar-type stars
- Asteroseismic Investigation of Known Planet Hosts in the Kepler Field
- The asteroseismic potential of Kepler: first results for solar-type stars
- The brighter-fatter effect and pixel correlations in CCD sensors
- The Kepler Pixel Response Function
- Asteroseismology and Interferometry
- The asteroseismic potential of TESS: exoplanet-host stars
- Expected performances of the Characterising Exoplanet Satellite (CHEOPS) III. Data reduction pipeline: architecture and simulated performances
- Automated preparation of Kepler time series of planet hosts for asteroseismic analysis
- SIXTE -- The Generic X-ray Instrument Simulation Toolkit
- K2P A photometry pipeline for the K2 mission
- An improved model of Charge Transfer Inefficiency and correction algorithm for the Hubble Space Telescope
- A Bayesian approach to scaling relations for amplitudes of solar-like oscillations in Kepler stars
- The all-sky PLATO input catalogue
- The Solar-Stellar Connection
- The PLATO field selection process I. Identification and content of the long-pointing fields
- A PSF-based approach to Kepler/K2 data. I. Variability within the K2 Campaign 0 star clusters M 35 and NGC 2158
- Evidence for self-interaction of charge distribution in charge-coupled devices
- An Analytical Model of Radiation-Induced Charge Transfer Inefficiency for CCD Detectors
- Detection and characterisation of oscillating red giants: first results from the TESS satellite
- The PLATO Solar-like Light-curve Simulator: A tool to generate realistic stellar light-curves with instrumental effects representative of the PLATO mission
- How well can Charge Transfer Inefficiency be corrected? A parameter sensitivity study for iterative correction
- Robust, open-source removal of systematics in Kepler data
- MIRISim: A Simulator for the Mid-Infrared Instrument on JWST
- The Stellar Variability Noise Floor for Transiting Exoplanet Photometry with PLATO
- Transit least-squares survey IV. Earth-like transiting planets expected from the PLATO mission
- The subgiant HR 7322 as an asteroseismic benchmark star
- In-flight photometry extraction of PLATO targets: Optimal apertures for detecting extrasolar planets
- Transit least-squares survey -- II. Discovery and validation of 17 new sub- to super-Earth-sized planets in multi-planet systems from K2
- Analytic solutions to the maximum and average exoplanet transit depth for common stellar limb darkening laws
- Transit least-squares survey - I. Discovery and validation of an Earth-sized planet in the four-planet system K2-32 near the 1:2:5:7 resonance
- Stellar pulsation and granulation as noise sources in exoplanet transit spectroscopy in the ARIEL space mission
- The shape of the Photon Transfer Curve of CCD sensors
- The PLATO Simulator: modelling of high-precision high-cadence space-based imaging
- Expected performances of the Characterising Exoplanet Satellite (CHEOPS) II. The CHEOPS simulator
- CoRoT and Kepler results: Solar-like oscillators
- Linearized Field Deblending: PSF Photometry for Impatient Astronomers
- Characterizing Charge Diffusion in CCDs with X-rays
- Correction of the brighter-fatter effect on the CCDs of Hyper Suprime-Cam
Cited by in corpus (6)
- The PLATO field selection process. II. Characterization of LOPS2, the first long-pointing field
- Luminaries in the Sky: The TESS Legacy Sample of Bright Stars. I. Asteroseismic detections in naked-eye main-sequence and sub-giant solar-like oscillators
- MOCKA -- A PLATO mock asteroseismic catalogue: Simulations for gravity-mode oscillators
- Halo Photometry and Asteroseismology for 98 of the Brightest Stars Observed by TESS
- Impact of Charge Transfer Inefficiency on transit light-curves: A correction strategy for PLATO
- Panopticon: a novel deep learning model to detect single transit events with no prior data filtering in PLATO light curves