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Sorcha: A Solar System Survey Simulator for the Legacy Survey of Space and Time
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Abstract
The upcoming Legacy Survey of Space and Time (LSST) at the Vera C. Rubin Observatory is expected to revolutionize solar system astronomy. Unprecedented in scale, this 10 yr wide-field survey will collect billions of observations and discover a predicted ∼5 million new solar system objects. Like all astronomical surveys, its results will be affected by a complex system of intertwined detection biases. Survey simulators have long been used to forward-model the effects of these biases on a given population, allowing for a direct comparison to real discoveries. However, the scale and tremendous scope of the LSST requires the development of new tools. In this paper we present Sorcha, an open-source survey simulator written in Python . Designed with the scale of LSST in mind, Sorcha is a comprehensive survey simulator to cover all solar system small-body populations. Its flexible, modular design allows Sorcha to be easily adapted to other surveys by the user. The simulator is built to run both locally and on high-performance computing clusters, allowing for repeated simulation of millions to billions of objects (both real and synthetic).
American Astronomical Society
Stephanie R. Merritt
Grigori Fedorets
Megan E. Schwamb
Samuel Cornwall
Pedro H. Bernardinelli
Mario Jurić
Matthew J. Holman
Jacob A. Kurlander
Siegfried Eggl
Drew Oldag
Maxine West
Jeremy Kubica
Joseph Murtagh
R. Lynne Jones
Peter Yoachim
Ryan R. Lyttle
Michael S. P. Kelley
Joachim Moeyens
Kathleen Kiker
Shantanu P. Naidu
Colin Snodgrass
Shannon M. Matthews
Colin Orion Chandler
Title: Sorcha: A Solar System Survey Simulator for the Legacy Survey of Space and Time
Description:
Abstract
The upcoming Legacy Survey of Space and Time (LSST) at the Vera C.
Rubin Observatory is expected to revolutionize solar system astronomy.
Unprecedented in scale, this 10 yr wide-field survey will collect billions of observations and discover a predicted ∼5 million new solar system objects.
Like all astronomical surveys, its results will be affected by a complex system of intertwined detection biases.
Survey simulators have long been used to forward-model the effects of these biases on a given population, allowing for a direct comparison to real discoveries.
However, the scale and tremendous scope of the LSST requires the development of new tools.
In this paper we present Sorcha, an open-source survey simulator written in Python .
Designed with the scale of LSST in mind, Sorcha is a comprehensive survey simulator to cover all solar system small-body populations.
Its flexible, modular design allows Sorcha to be easily adapted to other surveys by the user.
The simulator is built to run both locally and on high-performance computing clusters, allowing for repeated simulation of millions to billions of objects (both real and synthetic).
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