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Transit Light Curves with Finite Integration Time: Fisher Information Analysis

机译:具有有限积分时间的过境光曲线:Fisher信息分析

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摘要

Kepler has revolutionized the study of transiting planets with its unprecedented photometric precision on more than 150,000 target stars. Most of the transiting planet candidates detected by Kepler have been observed as long-cadence targets with 30 minute integration times, and the upcoming Transiting Exoplanet Survey Satellite will record full frame images with a similar integration time. Integrations of 30 minutes affect the transit shape, particularly for small planets and in cases of low signal to noise. Using the Fisher information matrix technique, we derive analytic approximations for the variances and covariances on the transit parameters obtained from fitting light curve photometry collected with a finite integration time. We find that binning the light curve can significantly increase the uncertainties and covariances on the inferred parameters when comparing scenarios with constant total signal to noise (constant total integration time in the absence of read noise). Uncertainties on the transit ingress/egress time increase by a factor of 34 for Earth-size planets and 3.4 for Jupiter-size planets around Sun-like stars for integration times of 30 minutes compared to instantaneously sampled light curves. Similarly, uncertainties on the mid-transit time for Earth and Jupiter-size planets increase by factors of 3.9 and 1.4. Uncertainties on the transit depth are largely unaffected by finite integration times. While correlations among the transit depth, ingress duration, and transit duration all increase in magnitude with longer integration times, the mid-transit time remains uncorrelated with the other parameters. We provide code in Python and Mathematica for predicting the variances and covariances at www.its.caltech.edu/~eprice.
机译:开普勒以其前所未有的对150,000多个目标恒星的光度测量精度,彻底改变了对行星的研究。开普勒探测到的大多数过渡行星候选者都被观测为具有30分钟积分时间的长节奏目标,而即将到来的“系外行星调查卫星”将以相似的积分时间记录全帧图像。 30分钟的积分会影响过境形状,特别是对于小行星以及信噪比较低的情况。使用Fisher信息矩阵技术,我们得出了通过拟合有限时间的拟合光曲线光度法获得的运输参数方差和协方差的解析近似。我们发现,在比较具有恒定总信噪比(在没有读取噪声的情况下具有恒定总积分时间)的场景时,对光曲线进行分箱可以显着增加推断参数的不确定性和协方差。与瞬时采样的光曲线相比,对于类似太阳恒星的行星来说,过渡进/出时间的不确定性增加了34倍,对于类似太阳恒星的木星大小的行星,不确定性增加了3.4倍。同样,地球和木星大小的行星在中转时间的不确定性增加了3.9和1.4倍。运输深度的不确定性在很大程度上不受有限积分时间的影响。尽管传播深度,进入持续时间和传播持续时间之间的相关性随着时间的增加而增加,但中间传播时间仍与其他参数不相关。我们在www.its.caltech.edu/~eprice提供了Python和Mathematica的代码来预测方差和协方差。

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