TY - JOUR
T1 - A framework to measure the properties of intergalactic metal systems with two-point flux statistics
AU - Karaçaylı, Naim Göksel
AU - Martini, Paul
AU - Weinberg, David H.
AU - Iršič, Vid
AU - Aguilar, J.
AU - Ahlen, S.
AU - Brooks, D.
AU - de la Macorra, A.
AU - Font-Ribera, A.
AU - Gontcho, S. Gontcho A.
AU - Guy, J.
AU - Kisner, T.
AU - Miquel, R.
AU - Poppett, C.
AU - Ravoux, C.
AU - Schubnell, M.
AU - Tarlé, G.
AU - Weaver, B. A.
AU - Zhou, Z.
N1 - Publisher Copyright:
© 2023 The Author(s) Published by Oxford University Press on behalf of Royal Astronomical Society.
PY - 2023/7/1
Y1 - 2023/7/1
N2 - The abundance, temperature, and clustering of metals in the intergalactic medium are important parameters for understanding their cosmic evolution and quantifying their impact on cosmological analysis with the Ly α forest. The properties of these systems are typically measured from individual quasar spectra redward of the quasar's Ly α emission line, yet that approach may provide biased results due to selection effects. We present an alternative approach to measure these properties in an unbiased manner with the two-point statistics commonly employed to quantify large-scale structure. Our model treats the observed flux of a large sample of quasar spectra as a continuous field and describes the one-dimensional, two-point statistics of this field with three parameters per ion: the abundance (column density distribution), temperature (Doppler parameter), and clustering (cloud-cloud correlation function). We demonstrate this approach on multiple ions (e.g. C IV, Si IV, and Mg II) with early data from the Dark Energy Spectroscopic Instrument (DESI) and high-resolution spectra from the literature. Our initial results show some evidence that the C IV abundance is higher than previous measurements and evidence for abundance evolution over time. The first full year of DESI observations will have over an order of magnitude more quasar spectra than this study. In a future paper, we will use those data to measure the growth of clustering and its impact on the Ly α forest, as well as test other DESI analysis infrastructure such as the pipeline noise estimates and the resolution matrix.
AB - The abundance, temperature, and clustering of metals in the intergalactic medium are important parameters for understanding their cosmic evolution and quantifying their impact on cosmological analysis with the Ly α forest. The properties of these systems are typically measured from individual quasar spectra redward of the quasar's Ly α emission line, yet that approach may provide biased results due to selection effects. We present an alternative approach to measure these properties in an unbiased manner with the two-point statistics commonly employed to quantify large-scale structure. Our model treats the observed flux of a large sample of quasar spectra as a continuous field and describes the one-dimensional, two-point statistics of this field with three parameters per ion: the abundance (column density distribution), temperature (Doppler parameter), and clustering (cloud-cloud correlation function). We demonstrate this approach on multiple ions (e.g. C IV, Si IV, and Mg II) with early data from the Dark Energy Spectroscopic Instrument (DESI) and high-resolution spectra from the literature. Our initial results show some evidence that the C IV abundance is higher than previous measurements and evidence for abundance evolution over time. The first full year of DESI observations will have over an order of magnitude more quasar spectra than this study. In a future paper, we will use those data to measure the growth of clustering and its impact on the Ly α forest, as well as test other DESI analysis infrastructure such as the pipeline noise estimates and the resolution matrix.
KW - intergalactic medium
KW - methods: data analysis
KW - quasars: absorption lines
UR - http://www.scopus.com/inward/record.url?scp=85161483277&partnerID=8YFLogxK
U2 - 10.1093/mnras/stad1363
DO - 10.1093/mnras/stad1363
M3 - Article
AN - SCOPUS:85161483277
SN - 0035-8711
VL - 522
SP - 5980
EP - 5995
JO - Monthly Notices of the Royal Astronomical Society (MNRAS)
JF - Monthly Notices of the Royal Astronomical Society (MNRAS)
IS - 4
ER -