The SPHEREx Sky Simulator: Science Data Modeling for the First All-Sky Near-Infrared Spectral Survey
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| Format: | Preprint |
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2025
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| author | Crill, Brendan P. Bach, Yoonsoo P. Bryan, Sean A. de Janvry, Jean Choppin Cukierman, Ari J. Dowell, C. Darren Everett, Spencer W. Fazar, Candice Goldina, Tatiana Huai, Zhaoyu Hui, Howard Jeong, Woong-Seob Kang, Jae Hwan Korngut, Phillip M. Lee, Jae Joon Masters, Daniel C. Nguyen, Chi H. Pyo, Jeonghyun Symons, Teresa Yang, Yujin Zemcov, Michael Akeson, Rachel Ashby, Matthew L. N. Bock, James J. Chang, Tzu-Ching Cheng, Yun-Ting Chang, Yi-Kuan Cooray, Asantha Doré, Olivier Faisst, Andreas L. Feder, Richard M. Werner, Michael W. |
| author_facet | Crill, Brendan P. Bach, Yoonsoo P. Bryan, Sean A. de Janvry, Jean Choppin Cukierman, Ari J. Dowell, C. Darren Everett, Spencer W. Fazar, Candice Goldina, Tatiana Huai, Zhaoyu Hui, Howard Jeong, Woong-Seob Kang, Jae Hwan Korngut, Phillip M. Lee, Jae Joon Masters, Daniel C. Nguyen, Chi H. Pyo, Jeonghyun Symons, Teresa Yang, Yujin Zemcov, Michael Akeson, Rachel Ashby, Matthew L. N. Bock, James J. Chang, Tzu-Ching Cheng, Yun-Ting Chang, Yi-Kuan Cooray, Asantha Doré, Olivier Faisst, Andreas L. Feder, Richard M. Werner, Michael W. |
| contents | We describe the SPHEREx Sky Simulator, a software tool designed to model science data for NASA's SPHEREx mission that will carry out a series of all-sky spectrophotometric surveys at $\sim$6'' spatial resolution in 102 spectral channels spanning 0.75 to 5 $μ$m. The Simulator software implements models for astrophysical emission, instrument characteristics, and survey strategy to generate realistic infrared sky scenes as they will be observed by SPHEREx. The simulated data includes a variety of realistic noise and systematic effects that are estimated using up-to-date astrophysical measurements and information from pre-launch instrument characterization campaigns. Through the pre-flight mission phases the Simulator has been critical in predicting the impact of various effects on SPHEREx science performance, and has played an important role guiding the development of the SPHEREx data analysis pipeline. In this paper, we describe the \skysim\ architecture, pre-flight instrument and sky models, and summarize high-level predictions from the Simulator, including a pre-launch prediction for the 5$σ$ point source sensitivity of SPHEREx, which we estimate to be $m_{\rm AB}$ 18.5--19 from 0.75 to 3.8~$μ$m and $m_{\rm AB}$ 16.6--18 from 3.8 to 5 $μ$m, with the sensitivity limited by the zodiacal light background at all wavelengths. In the future, on-orbit data will be used to improve the Simulator, which will form the basis of a variety of forward-modeling tools that will be used to model myriad instrumental and astrophysical processes to characterize their systematic effects on our final data products and analyses. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2505_24856 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | The SPHEREx Sky Simulator: Science Data Modeling for the First All-Sky Near-Infrared Spectral Survey Crill, Brendan P. Bach, Yoonsoo P. Bryan, Sean A. de Janvry, Jean Choppin Cukierman, Ari J. Dowell, C. Darren Everett, Spencer W. Fazar, Candice Goldina, Tatiana Huai, Zhaoyu Hui, Howard Jeong, Woong-Seob Kang, Jae Hwan Korngut, Phillip M. Lee, Jae Joon Masters, Daniel C. Nguyen, Chi H. Pyo, Jeonghyun Symons, Teresa Yang, Yujin Zemcov, Michael Akeson, Rachel Ashby, Matthew L. N. Bock, James J. Chang, Tzu-Ching Cheng, Yun-Ting Chang, Yi-Kuan Cooray, Asantha Doré, Olivier Faisst, Andreas L. Feder, Richard M. Werner, Michael W. Instrumentation and Methods for Astrophysics Cosmology and Nongalactic Astrophysics We describe the SPHEREx Sky Simulator, a software tool designed to model science data for NASA's SPHEREx mission that will carry out a series of all-sky spectrophotometric surveys at $\sim$6'' spatial resolution in 102 spectral channels spanning 0.75 to 5 $μ$m. The Simulator software implements models for astrophysical emission, instrument characteristics, and survey strategy to generate realistic infrared sky scenes as they will be observed by SPHEREx. The simulated data includes a variety of realistic noise and systematic effects that are estimated using up-to-date astrophysical measurements and information from pre-launch instrument characterization campaigns. Through the pre-flight mission phases the Simulator has been critical in predicting the impact of various effects on SPHEREx science performance, and has played an important role guiding the development of the SPHEREx data analysis pipeline. In this paper, we describe the \skysim\ architecture, pre-flight instrument and sky models, and summarize high-level predictions from the Simulator, including a pre-launch prediction for the 5$σ$ point source sensitivity of SPHEREx, which we estimate to be $m_{\rm AB}$ 18.5--19 from 0.75 to 3.8~$μ$m and $m_{\rm AB}$ 16.6--18 from 3.8 to 5 $μ$m, with the sensitivity limited by the zodiacal light background at all wavelengths. In the future, on-orbit data will be used to improve the Simulator, which will form the basis of a variety of forward-modeling tools that will be used to model myriad instrumental and astrophysical processes to characterize their systematic effects on our final data products and analyses. |
| title | The SPHEREx Sky Simulator: Science Data Modeling for the First All-Sky Near-Infrared Spectral Survey |
| topic | Instrumentation and Methods for Astrophysics Cosmology and Nongalactic Astrophysics |
| url | https://arxiv.org/abs/2505.24856 |