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arXiv 1402.0725astro-ph.IM
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CCD传感器中的亮胖效应和像素相关性

The brighter-fatter effect and pixel correlations in CCD sensors

P. Antilogus, P. Astier, P. Doherty, A. Guyonnet, N. Regnault

摘要:

我们提出的证据表明,使用天文CCD成像的斑点并不完全与流量成比例:使用相同的照明模式,亮点往往比暗点更广泛。我们测量的光斑或恒星的线性尺寸,典型的尺寸为3至4像素的FWHM,在整个CCD动态范围内随着它们的通量线性增加到$2\%$。这种越亮越胖的效应会影响深度耗尽和变薄的CCD传感器。我们建议,这种效果是一个直接的后果的漂移电场来源的电荷积累在CCD曝光过程中,并在同一曝光即将到来的光致电荷所经历的失真。像素的边界变得稍微动态:过度填充的像素变得越来越小,以至于明亮的恒星的大小,以像素的数量来衡量,看起来比昏暗的恒星大。这种对更亮-更胖效应的解释意味着平场中的像素应该表现出统计相关性,来源于泊松波动,我们确实直接检测到了。我们建议使用测量的相关性在平场导出像素边界如何移动的影响下,一个给定的电荷模式,这使我们能够定量预测恒星形状如何演变与流量。这个亮胖效应的物理模型也解释了通常观察到的现象,即CCD平场的空间变化比它们的平均值增长得慢。

英文摘要:

We present evidence that spots imaged using astronomical CCDs do not exactly scale with flux: bright spots tend to be broader than faint ones, using the same illumination pattern. We measure that the linear size of spots or stars, of typical size 3 to 4 pixels FWHM, increase linearly with their flux by up to $2\%$ over the full CCD dynamic range. This brighter-fatter effect affects both deep-depleted and thinned CCD sensors. We propose that this effect is a direct consequence of the distortions of the drift electric field sourced by charges accumulated within the CCD during the exposure and experienced by forthcoming light-induced charges in the same exposure. The pixel boundaries then become slightly dynamical: overfilled pixels become increasingly smaller than their neighbors, so that bright star sizes, measured in number of pixels, appear larger than those of faint stars. This interpretation of the brighter-fatter effect implies that pixels in flat-fields should exhibit statistical correlations, sourced by Poisson fluctuations, that we indeed directly detect. We propose to use the measured correlations in flat-fields to derive how pixel boundaries shift under the influence of a given charge pattern, which allows us to quantitatively predict how star shapes evolve with flux. This physical model of the brighter-fatter effect also explains the commonly observed phenomenon that the spatial variance of CCD flat-fields increases less rapidly than their average.

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