We present constraints on the baryonic matter density parameter, , within the framework of the CDM model. Our analysis utilizes observational data on the effective optical depth from high-redshift quasars. To parameterize the photoionization rate , we employ a Bézier polynomial. Additionally, we approximate the Hubble parameter at high redshifts as km s Mpc. Confidence regions are obtained with and , optimized by the Planck mission. The best-fit values are and , corresponding to an old data set and a new data set, respectively. And we test the non-parametric form of , obtaining . These results are consistent with the findings of Planck at the 1 confidence level. Our findings underscore the effectiveness of quasar datasets in constraining , eliminating the need for independent photoionization rate data. This approach provides detailed cosmic information about baryon density and the photoionization history of the intergalactic medium.

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