학술논문
HOD-Dependent Systematics in Emission Line Galaxies for the DESI 2024 BAO analysis
Document Type
Working Paper
Author
Garcia-Quintero, C.; Mena-Fernández, J.; Rocher, A.; Yuan, S.; Hadzhiyska, B.; Alves, O.; Rashkovetskyi, M.; Seo, H.; Padmanabhan, N.; Nadathur, S.; Howlett, C.; Ishak, M.; Medina-Varela, L.; McDonald, P.; Ross, A. J.; Xie, Y.; Chen, X.; Bera, A.; Aguilar, J.; Ahlen, S.; Andrade, U.; BenZvi, S.; Brooks, D.; Burtin, E.; Chen, S.; Claybaugh, T.; Cole, S.; de la Macorra, A.; de Mattia, A.; Dey, A.; Dey, B.; Ding, Z.; Doel, P.; Fanning, K.; Forero-Romero, J. E.; Gaztañaga, E.; Gil-Marín, H.; Gontcho, S. Gontcho A; Gutierrez, G.; Guy, J.; Hahn, C.; Honscheid, K.; Kremin, A.; Landriau, M.; Guillou, L. Le; Levi, M. E.; Manera, M.; Martini, P.; Meisner, A.; Miquel, R.; Moustakas, J.; Mueller, E.; Muñoz-Gutiérrez, A.; Myers, A. D.; Newman, J. A.; Nie, J.; Niz, G.; Paillas, E.; Palanque-Delabrouille, N.; Percival, W. J.; Poppett, C.; Pérez-Fernández, A.; Rosado-Marin, A.; Rossi, G.; Ruggeri, R.; Sanchez, E.; Schlegel, D.; Schubnell, M.; Sprayberry, D.; Tarlé, G.; Vargas-Magaña, M.; Weaver, B. A.; Yu, J.; Zhang, H.; Zhou, R.; Zou, H.
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Subject
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Abstract
The Dark Energy Spectroscopic Instrument (DESI) will provide precise measurements of Baryon Acoustic Oscillations (BAO) to constrain the expansion history of the Universe and set stringent constraints on dark energy. Therefore, precise control of the global error budget due to various systematic effects is required for the DESI 2024 BAO analysis. In this work, we focus on the robustness of the BAO analysis against the Halo Occupation Distribution (HOD) modeling for the Emission Line Galaxy (ELG) tracer. Based on a common dark matter simulation, our analysis relies on HOD mocks tuned to early DESI data, namely the One-Percent survey data. To build the mocks, we use several HOD models for the ELG tracer as well as extensions to the baseline HOD models. Among these extensions, we consider distinct recipes for galactic conformity and assembly bias. We perform two independent analyses in the Fourier space and in the configuration space. We recover the BAO signal from two-point measurements after performing reconstruction on our mocks. Additionally, we also apply the control variates technique to reduce sample variance noise. Our BAO analysis can recover the isotropic BAO parameter $\alpha_\text{iso}$ within 0.1\% and the Alcock Paczynski parameter $\alpha_\text{AP}$ within 0.3\%. Overall, we find that our systematic error due to the HOD dependence is below 0.17\%, with the Fourier space analysis being more robust against the HOD systematics. We conclude that our analysis pipeline is robust enough against the HOD systematics for the ELG tracer in the DESI 2024 BAO analysis.
Comment: Supporting publication of DESI 2024 III: Baryon Acoustic Oscillations from Galaxies and Quasars
Comment: Supporting publication of DESI 2024 III: Baryon Acoustic Oscillations from Galaxies and Quasars