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Cosmology and the Halo Occupation Distribution from Small-Scale Galaxy Clustering in the Sloan Digital Sky Survey

机译:Sloan数字天空调查中小规模星系团簇的宇宙学和晕轮职业分布

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We use the projected correlation function wp(rp) of a volume-limited subsample of the Sloan Digital Sky Survey (SDSS) main galaxy-redshift catalog to measure the halo occupation distribution (HOD) of the galaxies of the sample. Simultaneously, we allow the cosmology to vary within cosmological constraints imposed by cosmic microwave background experiments in a ΛCDM model. We find that combining wp(rp) for this sample alone with observations by the Wilkinson Microwave Anisotropy Probe (WMAP), Arcminute Cosmology Bolometer Array Receiver (ACBAR), Cosmic Background Imager (CBI), and Very Small Array (VSA) can provide one of the most precise techniques available to measure cosmological parameters. For a minimal, flat, six-parameter ΛCDM model with an HOD with three free parameters, we find Ωm = 0.278, σ8 = 0.812, and H0 = 69.8 km s-1 Mpc-1; these errors are significantly smaller than from cosmic microwave background (CMB) alone and similar to those obtained by combining CMB with the large-scale galaxy power spectrum assuming scale-independent bias. The corresponding HOD parameters describing the minimum halo mass and the normalization and cutoff of the satellite mean occupation are Mmin = (3.03) × 1012 h-1 M☉, M1 = (4.58) × 1013 h-1 M☉, and κ = 4.44. These HOD parameters thus have small fractional uncertainty when cosmological parameters are allowed to vary within the range permitted by the data. When more parameters are added to the HOD model, the error bars on the HOD parameters increase because of degeneracies, but the error bars on the cosmological parameters do not increase greatly. Similar modeling for other galaxy samples could reduce the statistical errors on these results, while more thorough investigations of the cosmology dependence of nonlinear halo bias and halo mass functions are needed to eliminate remaining systematic uncertainties, which may be comparable to statistical uncertainties.
机译:我们使用斯隆数字天空测量(SDSS)主星系红移目录的有限体积子样本的投影相关函数wp(rp)来测量样本星系的光晕占用分布(HOD)。同时,我们允许宇宙学在ΛCDM模型中的宇宙微波背景实验所施加的宇宙学约束内变化。我们发现,单独将此样品的wp(rp)与Wilkinson微波各向异性探测器(WMAP),Arcminute宇宙学Bolometer阵列接收器(ACBAR),Cosmic Background Imager(CBI)和甚小阵列(VSA)进行的观测相结合可用来测量宇宙学参数的最精确技术。对于具有三个自由参数的HOD的最小,平坦,六参数ΛCDM模型,我们发现Ωm= 0.278,σ8= 0.812和H0 = 69.8 km s-1 Mpc-1;这些误差明显小于单独来自宇宙微波背景(CMB)的误差,并且与通过将CMB与大规模银河功率谱结合并假设独立于比例的偏差而获得的误差相似。描述最小光晕质量以及卫星平均​​占领的归一化和截止的相应HOD参数为Mmin =(3.03)×1012 h-1M☉,M1 =(4.58)×1013 h-1M☉,并且κ= 4.44 。因此,当允许宇宙学参数在数据允许的范围内变化时,这些HOD参数具有较小的分数不确定性。当将更多参数添加到HOD模型时,由于简并性,HOD参数上的误差线会增加,但是宇宙学参数上的误差线不会大大增加。对其他星系样本进行相似的建模可以减少这些结果的统计误差,同时还需要更彻底地研究非线性晕圈偏差和晕质量函数的宇宙学依赖性,以消除可能与统计不确定性相当的剩余系统不确定性。

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