1. Exploring the potential of the ExoSim simulator for transit spectroscopy noise estimation
- Author
-
Andreas Papageorgiou, Enzo Pascale, and Subhajit Sarkar
- Subjects
Monte Carlo method ,01 natural sciences ,Monte Carlo simulations ,law.invention ,010309 optics ,Telescope ,Software ,law ,Simulators ,0103 physical sciences ,Electronic ,Instrument model ,Optical and Magnetic Materials ,Electrical and Electronic Engineering ,010303 astronomy & astrophysics ,Transit (satellite) ,Simulation ,Eclipse ,Physics ,business.industry ,Exoplanets ,Applied Mathematics ,Transit spectroscopy ,Electronic, Optical and Magnetic Materials ,Condensed Matter Physics ,Computer Science Applications1707 Computer Vision and Pattern Recognition ,Exoplanet ,Noise ,Astrophysics::Earth and Planetary Astrophysics ,business ,Wide Field Camera 3 - Abstract
The technique of transit spectroscopy has given us our first insights into the atmospheric features of exoplanets. The extremely low signals involved in detecting an atmosphere mean that such observations are vulnerable to noise and systematics, and that the estimation of the final uncertainties must be made as accurately as possible. Although a number of models have been produced to simulate such noise there is a paucity of numerical simulators that can capture complex time-domain effects. ExoSim is a novel, generic, numerical end-to-end simulator of transit spectroscopy intended as open-access software. It permits the simulation of a time-resolved spectroscopic observation in either primary transit or secondary eclipse. The observational parameters can be adjusted, and the telescope and instrument parameters changed in a simple manner to simulate a variety of existing or proposed instruments. ExoSim is a tool to explore a variety of signal and noise issues that occur in, and might bias, transit spectroscopy observations, including the effects of the instrument systematics, correlated noise sources, and stellar variability. The simulations are fast, which allows ExoSim to be used for Monte Carlo simulations of such observations. ExoSim is versatile and has been applied to existing instruments such as the Hubble Wide Field Camera 3, as well as planned instruments, where it is being used in the study phase of the proposed ARIEL exoplanet characterization mission. In this paper we present ExoSim, contrast it with other exoplanet simulators, give an overview of its structure, and review its range of applications.
- Published
- 2016
- Full Text
- View/download PDF