ABSTRACT
Over the past decade, the Secret Lives of Cepheids (SLiC) program has been carried out at Villanova University to study aspects and behaviors of classical Cepheids that are still not well understood. In this, the first of several planned papers on program Cepheids, we report the current results for δ Cep, the Cepheid prototype. Ongoing photometry has been obtained to search for changes in the pulsation period, light-curve morphology, and amplitude. Combining our photometry with the times of maximum light compilation by Berdnikov et al. returns a small period change of dP/dt ≈−0.1006 ± 0.0002 s yr-1. There is also evidence for a gradual light amplitude increase of ∼0.011 mag (V band) and ∼0.012 mag (B band) per decade over the last ∼50 years. In addition, Hubble Space Telescope (HST) Cosmic Origins Spectrograph (COS) UV spectrophotometry and XMM-Newton X-ray data were carried out to investigate the high-temperature plasmas present above the Cepheid photospheres. In total, from the five visits (eight exposures) with XMM-Newton, δ Cep is found to be a soft X-ray source (LX (0.3–2 keV) ≈4.5–13 × 1028 erg s-1) with peak flux at kT = 0.6–0.9 keV. The X-ray activity is found to vary, possibly in phase with the stellar pulsations. From 2010–2013, nine observations of δ Cep were carried out with HST-COS. The UV emissions are also variable and well phased with the stellar pulsations. Maximum UV line emissions occur near, or slightly before, maximum optical light, varying by as much as 20 times. This variability shows that pulsation-induced shock heating plays a significant role in Cepheid atmospheres, possibly in addition to a quiescent, magnetic heating. The results of this study show Cepheid atmospheres to be rather complex and dynamic.
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1. INTRODUCTION
Classical Cepheids (hereafter Cepheids) are arguably the most important class of variable stars. From the Leavitt Law, otherwise known as the Period–Luminosity (P-L) Law, these stars serve as crucial "standard candles" for determining the cosmic distance scale and measuring the Hubble constant (H0). Also, Cepheids play a fundamental role in the calibration of Type Ia supernovae, which indicate that the expansion of the universe is accelerating and also imply the existence of dark energy (Riess et al. 2011). In the near future, with the advent of missions such as Gaia, James Webb Space Telescope, and WFIRST, Cepheids will be employed to empirically measure the Hubble constant to ∼1% (Freedman & Madore 2010). At this precision, and combining this directly measured H0 with the results from Planck (Planck Collaboration et al. 2013) and Wilkinson Microwave Anisotropy Probe (Komatsu et al. 2011) and those expected from WFIRST, the study of Cepheids will tightly constrain fundamental cosmological parameters.
Cepheids are also important astrophysical laboratories for probing the internal structure, stellar atmospheres, and evolution of moderate-mass (∼4–15 M☉) stars (and Type II supernova progenitors, for Cepheids above ∼8 M☉). For example, the study of Cepheids provides valuable information about convective core overshooting (Cassisi & Salaris 2011), mass loss (Neilson et al. 2012b), rotation (Anderson et al. 2014), and helium core burning (Morel et al. 2010) for moderate-mass, evolved stars. Studies of changes in their pulsation periods and amplitudes reveal evolutionary changes too subtle to detect directly, and understanding these various characteristics of Cepheids is crucial to their use as high-precision standard candles.
To this end, the Secret Lives of Cepheids (SLiC) program was initiated: a comprehensive study of Cepheid behavior, evolution, pulsations, atmospheres, heating dynamics, shocks, and winds. The program started with the initially limited goal of photometrically monitoring the period and amplitude changes of Polaris (Davis et al. 2002; Neilson et al. 2012a) and has since expanded to include 16 bright Cepheids, covering a wide range of pulsation properties (e.g., pulsation periods, amplitudes, modes of pulsation). The program now spans almost the entire electromagnetic spectrum, from recently acquired X-ray observations (XMM-Newton and Chandra), to far-ultraviolet (FUV)/UV spectra (Hubble Space Telescope, HST, International Ultraviolet Explorer, IUE, and Far-Ultraviolet Spectroscopic Explorer), to the ground-based photoelectric photometry we continue to gather, to high-resolution IR spectra (Spitzer Space Telescope). Taken together, these data reveal Cepheids to be complex objects, with surprising levels of activity and behaviors. At optical wavelengths, we continue to monitor Cepheid light curves for possible signs of real-time stellar evolution, manifested by changes in light-curve morphology, average brightness, and times of maximum light. For example, in an increasing number of Cepheids, the pulsation period is known to change significantly, by as much as 200 s yr-1 or more (Turner & Berdnikov 2004; Turner et al. 2007). Our photometry first indicated the recovery of Polaris's light amplitude (from its minimum value of ∼0.02 mag during the 1990s) in the early 2000s (Engle et al. 2004), and subsequent studies have confirmed our initial findings (Spreckley & Stevens 2008).
In addition to the evolutionary studies, we are investigating the atmospheric dynamics and heating of Cepheids using X-ray–UV data (the emphasis of this paper). Fokin et al. (1996), Gillet et al. (1999), Gillet & Fokin (2014), and references therein have shown variations in the atmospheric turbulence of Cepheids due to pulsation-driven shocks and have discussed the effects (e.g., pulsation phase-dependent photospheric line broadening). During the 1980s and 1990s, studies such as Schmidt & Parsons (1982, 1984a, 1984b), and Bohm-Vitense & Love (1994) gathered numerous UV spectra of Cepheids with IUE, finding variable UV line emissions likely also due to shocks. Sasselov & Lester (1994) further calculated that this shock heating could produce X-ray-emitting plasmas. These data, combined with the current study, all show Cepheid atmospheres to contain plasmas with temperatures of 103–107 K (Engle & Guinan 2012; Engle et al. 2009) that vary in phase with the pulsations of the Cepheids, indicating that the stellar pulsations are responsible for either the very presence, or at least the excitation, of the hot plasma emissions. The most likely mechanism, as discussed later, is pulsation-driven shocks propagating through the Cepheids' outer atmospheres. The detection and characterization of shocks in Cepheid atmospheres have become rather important in recent years as they may play a role in Cepheid mass loss (Marengo et al. 2010; Willson & Bowen 1986). The long exposures (>50 ks) usually required for good X-ray characterizations have slowed progress in that wavelength range, but due to the excellent HST Cosmic Origins Spectrograph (COS) sensitivity, the UV–FUV situation is rather different. Typically, very good UV–FUV spectra are obtained in a single HST orbit.
2. δ CEP: THE PROTOTYPE OF CEPHEIDS
δ Cep is an important calibrator for the P–L Law because it has one of the most precisely determined distances (d = 273 ± 11 pc from HST Fine Guidance Sensor parallax determination) for a Cepheid (Benedict et al. 2007). This distance agrees well with the revised Hipparcos parallax distance of 265 ± 12 pc (van Leeuwen et al. 2007). Selected properties of δ Cep are given in Table 1, including two separate masses derived from either stellar pulsation theory or evolution models. The difference between the two values is a prime example of the Cepheid mass discrepancy, which has existed for decades (see Neilson et al. 2011). Photometry of δ Cep dates back to the discovery of its light curve by Goodricke & Bayer (1786). It is also the second nearest Cepheid (only Polaris is nearer) and the member of a wide binary system with a hotter, A0V-type companion (HD 213307) at a projected distance of 40'' away from the Cepheid (Prugniel et al. 2007). Furthermore, δ Cep is a member of the Cep OB6 star cluster (de Zeeuw et al. 1999). Majaess et al. (2012) determined a cluster-derived distance of 277 ± 15 pc, which agrees very well with distances derived from parallax measures. Recently, a bow shock has also been found around the Cepheid, where the stellar wind is colliding with the surrounding interstellar medium, importantly, constraining the mass-loss rate to 10-7–10-6 M☉ yr-1 (Marengo et al. 2010). This was confirmed by Matthews et al. (2012), using Very Large Array H i 21 cm line observations to calculate a mass-loss rate of (∼1.0 ± 0.8) × 10-6 M☉ yr-1.
Table 1. Relevant Stellar Properties of δ Cep
Parameter | Value |
---|---|
Spectral type | F5Ib – G1Iba |
Teff (K) | 5500–6600a |
Mass (pulsational) (M☉) | 4.5 ± 0.3b |
Mass (evolutionary) (M☉) | 5.7 ± 0.5b |
Mean luminosity (L☉) | ∼2000c |
Mean radius (R☉) | 44.5c |
Distance (pc) | 273 ± 11d |
〈V〉-mag | 3.89 ± 0.010e |
V-band amplitude | 0.86 ± 0.010e |
Ephemeris (this study): | |
2455479.905 + 5.366208(14) × E | |
Ephemeris for O−C diagram (Berdnikov et al. 2000): | |
2412028.956 + 5.3663671 × E |
Notes. aAndrievsky et al. (2005). bCaputo et al. (2005). cMatthews et al. (2012). dBenedict et al. (2007). eThis study.
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Typical of many Cepheids, δ Cep displays the "saw tooth" light curve, with a quicker rise to maximum brightness and a much slower decline to minimum brightness, as shown in Figure 1. Because of its proximity (with respect to other Cepheids), δ Cep has been extensively studied at all wavelengths, including earlier UV studies (e.g., Schmidt & Parsons 1982, 1984a, 1984b) carried out with the IUE satellite.
3. THE OBSERVATIONS
3.1. Photometry
Photoelectric UBVRI photometry for this program was carried out with the Four College Automatic Photoelectric Telescope (FCAPT; Adelman et al. 2001) housed at Fairborn Observatory. The full data set was split to produce two well-covered light curves, centered at epochs 2008.9 and 2011.4. Fourier analyses of the resulting light curves yielded two times the maximum light, which were added to those found in the literature (Berdnikov et al. 2000). Our analysis of the complete timings data set (Figure 2) shows the period to be decreasing over time. From a quadratic fit to the O−C data, the rate of period change is calculated to be dP/dt = −0.1006 ± 0.0002 s yr-1, indicating that δ Cep is currently making its second crossing of the instability strip (Turner et al. 2007). According to theory, the star contracts and heats up during the second crossing, and its surface temperature rises. Thus, the average density of the star increases, resulting in a decrease in pulsation period, according to the Period–Density Relation:
where P is the pulsation period and is the average stellar density. Residuals of the quadratic O−C fit show no significant, additional (cyclic or otherwise) period variability.
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Standard image High-resolution imageB- and V-band light amplitudes of ∼1.31 ± 0.013 and 0.86 ± 0.010 mag, respectively, were also obtained from the individual FCAPT light curves and compared to archival observations. From this comparison, the light amplitude of δ Cep appears to be increasing over time. If simple linear trends are assumed, the light amplitude of δ Cep has been increasing at a rate of ∼0.011 mag in the V band and ∼0.012 mag in the B band per decade over the last ∼50 years (total changes of ∼0.05 mag in V and ∼0.06 mag in B; Figure 3). It is interesting to note that many of the early observations of δ Cep, from the discovery of its variability in the late 1700s through to the early 1900s, display still smaller visual light amplitudes of ∼0.5–0.7 mag (Hertzsprung 1919; Meyermann 1904). Known as a very capable and meticulous observer, Stebbins (1908) observed δ Cep with a polarizing photometer and reported a visual amplitude of 0.76 mag (although a Fourier analysis of the data returned an amplitude of 0.73 mag), based on observations made in 1906. These values would extend the amplitude trend observed in the past ∼50 years (Figure 3). However, these visual data sets require modern, careful calibrations before a conclusive determination of continued amplitude change can be achieved. In addition, the bottom panel of Figure 3 shows that the average brightness of δ Cep has also increased over the same time span.
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Standard image High-resolution image3.2. X-Ray Observations
Constructing a theoretical model from spectroscopic observations, Sasselov & Lester (1994) concluded that Cepheids could produce X-ray activity via pulsation-induced shock heating of their atmospheres. However, pointed Einstein and Röntgen Satellite (ROSAT) observations failed to detect any such activity and indicated that Cepheids were not (at least significant) X-ray sources. Even with log LX ≈ 29 erg s-1 (as determined by Sasselov & Lester), the problem with detecting X-rays from Cepheids is that these stars (except for Polaris at ∼133 pc; van Leeuwen et al. 2007) are far away at d > 250 pc. Thus, they are expected to have relatively weak X-ray fluxes (fX < 10-14 erg s-1 cm-2). Even though Polaris was detected at the 3σ level in a ROSAT/High Resolution Imager archival image, the detection was not noticed until several years after the observation was carried out (see Evans et al. 2007). Confirmation of Polaris's X-ray activity and definitive detections of X-rays from other nearby Cepheids would not occur until the arrival of more powerful X-ray observatories such as XMM-Newton and Chandra.
We successfully obtained Chandra (PI: Evans) and XMM-Newton (PIs: Guinan & Engle) observations of five Cepheids—Polaris, δ Cep, β Dor, SU Cas, and ℓ Car have been observed so far. The Chandra data reduction for Polaris is discussed in Evans et al. (2010). XMM-Newton data were reduced in the usual fashion, making use of the Science Analysis System (SAS v13.0.0) routines. Modeling of the Chandra and XMM-Newton data were then carried out using the Sherpa modeling and fitting package (distributed as part of the Chandra Interactive Analysis of Observations, CIAO, v4.5 suite). MEKAL models (Drake et al. 1996) were used for the final two-temperature (2-T) fitting and flux calculations.
3.3. X-Ray Results
The nearest three Cepheids (and so far the only Cepheids detected)—Polaris, δ Cep, and β Dor—have X-ray luminosities of log LX ≈ 28.6–29.2 erg s-1. Neither the short-period Cepheid SU Cas (P = 1.95 days; d = 395 ± 30 pc) nor the long-period, luminous Cepheid ℓ Car (P = 35.5 days, d = 498 ± 55 pc; Benedict et al. 2007) were detected. Upper X-ray luminosity limits of log LX ≲ 29.6 and 29.5 erg s-1 were estimated for ℓ Car and SU Cas, respectively, based on exposure times, background count rates, and stellar distances. Therefore, it is still possible that SU Cas and ℓ Car are X-ray sources with similar levels of activity to the Cepheids detected thus far, but are too distant to be detected above the background of the XMM-Newton exposures. However, the failure to detect two of our targets underscores a long-standing ambiguity present in the X-ray studies of Cepheids. Since Cepheids are young stars (∼50–200 Myr), any coeval main-sequence G-K-M companions (if present) would be coronal X-ray sources with X-ray luminosities similar to that of the Cepheids (see Guinan & Engle 2009, and references therein). Therefore, caution must be exercised as to whether unresolved companions are producing the X-ray activity. However, the HST-COS results (Engle & Guinan 2012; this study) show plasmas with temperatures up to ∼105 K that vary (in phase) with the Cepheids' pulsation periods. This indicates that plasmas approaching soft X-ray-emitting temperatures do exist in Cepheid atmospheres.
As part of this study, five separate XMM-Newton visits were carried out for δ Cep. To provide better pulsation phase coverage, three of the visits were split during reduction into ∼30–50 ks sub-exposures, resulting in eight individual exposures for analysis. Background-subtracted count rates were ∼0.002–0.006 counts s-1 for all exposures. A neutral hydrogen (NH) column density value of 3.5 × 1020 (log NH = 20.5) cm-2 was adopted, based on distance relationships determined by Paresce (1984) and corroborated by target reddening (Ayres et al. 2005). The relevant two-temperature MEKAL model fitted parameters are given in Table 2. All X-ray energy distributions peak in the kT ≈ 0.6–0.9 keV range (∼7–10 × 106 K (MK)) and have measured flux values in the range of ∼4.5–13 × 10-15 erg s-1 cm-2 (X-ray luminosities of log LX ≈ 28.6–29.1 erg s-1). The phased X-ray fluxes are shown in Figure 4. The Cepheid's X-ray activity appears to reach a maximum near 0.5 ϕ. This is different than what is found for the UV emission lines, which peak in the phase range 0.9–1.0 ϕ (see Figure 4). The nearby A0-type companion of δ Cep—HD 213307—is also detected in the X-ray data, implying that this star may have a cooler, unresolved companion. For comparison, the X-ray flux of the companion star remains essentially constant in all exposures, while the X-ray flux of δ Cep increases by two to three times in the exposure near 0.5 ϕ. Although our analysis has ruled out a possible flare or other transient events, this observation still represents a single (37 ks) sub-exposure. A new (recently approved by Chandra) observation at similar phase will further investigate the high flux level. X-ray observations of β Dor (P = 9.84 days), the subject of a follow-up paper, show a similar flux increase at 0.5 ϕ.
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Standard image High-resolution imageTable 2. XMM-Newton Observations of δ Cep
Observation | Start Time | End Time | Start | End | NH | Temp. | Temp. | fX(0.3–2.5 keV) | fX Error | LX | log LX |
---|---|---|---|---|---|---|---|---|---|---|---|
ID # | (UT) | (UT) | Phase | Phase | (cm-2) | (keV) | Ratio | (10-15erg s-1cm-2) | (10-15erg s-1cm-2) | (erg s-1) | |
0603740901 | 2006 Jan 19 18:04 | 2006 Jan 20 12:37 | 0.054 | 0.12 | 0.254 | 1.00 | 6.070 | 3.000 | 5.382E+28 | 28.73 | |
2455217.253 | 2455218.026 | 0.704 | 0.63 | ||||||||
0603741001_I | 2006 Jan 21 18:05 | 2006 Jan 22 14:17 | 0.43 | 0.51 | 0.618 | 0.29 | 15.040 | 2.000 | 1.334E+29 | 29.13 | |
2455219.254 | 2455220.095 | 2.115 | 1.00 | ||||||||
0603741001_II | 0.51 | 0.58 | 0.353 | 0.48 | 8.172 | 2.000 | 7.246E+28 | 28.86 | |||
1.345 | 1.00 | ||||||||||
0552410401 | 2004 Jun 4 14:26 | 2004 Jun 4 21:53 | 0.332 | 0.39 | 0.995 | 1.00 | 5.130 | 1.500 | 4.549E+28 | 28.66 | |
2454623.101 | 2454623.412 | 3.5E+20 | 0.401 | 0.64 | |||||||
0723540301_I | 2013 Jun 28 6:34 | 2013 Jun 29 13:49 | 0.84 | 0.96 | 0.321 | 0.97 | 4.340 | 1.000 | 3.848E+28 | 28.59 | |
2456471.774 | 2456473.076 | 1.328 | 1.00 | ||||||||
0723540301_II | 0.96 | 0.08 | 0.408 | 1.00 | 4.350 | 2.200 | 3.857E+28 | 28.59 | |||
1.378 | 0.65 | ||||||||||
0723540401_I | 2013 Jul 2 6:17 | 2013 Jul 3 7:51 | 0.58 | 0.68 | 0.613 | 1.00 | 3.710 | 0.700 | 3.290E+28 | 28.52 | |
2456475.762 | 2456476.827 | 0.741 | 0.01 | ||||||||
0723540401_II | 0.68 | 0.78 | 0.361 | 1.00 | 5.944 | 1.500 | 5.270E+28 | 28.72 | |||
0.956 | 0.42 |
Notes. Temp. ratio refers to the relative contributions of each plasma temperature to the overall two-temperature fit. They are normalized such that the more prominent temperature has a contribution factor of one. Observation numbers ending with _I and _II represent the first and second halves of a split observation.
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Possibly related to the X-ray variations reported here for δ Cep is the recent discovery by Oskinova et al. (2014) of small, pulsation-phased X-ray variations of the β Cep-type variable star ξ1 CMa. The periodic X-ray variations for ξ1 CMa (HD 46328) have the same period as the fundamental stellar pulsation of this hot, magnetic B0.5 IV star. The X-ray fluxes peak near the optical maximum brightness that occurs near the minimum stellar radius and highest temperature. The relatively strong X-ray emissions observed for β Cep-type variables as well as other hot, massive stars arise from shock-heated winds (see Feldmeier et al. 1997). Oskinova et al. (2014) suggest that the periodic X-ray variations arise from small pulsation-induced changes in the wind structure, possibly coupled with changes in the magnetic field.
3.4. Ultraviolet Spectrophotometry
Prior to the installation of HST-COS, the most thorough UV studies of Cepheids were carried out in the 1980s–1990s with IUE. Studies of particular note are the series of papers by Schmidt & Parsons (1982, 1984a, 1984b) involving IUE data (∼1200–3200 Å) for multiple Cepheids, including δ Cep and Bohm-Vitense & Love (1994), which focused on the large available IUE data set for the 35 day Cepheid ℓ Car. These studies found UV emission lines, including O i 1305 Å, C iv 1550 Å, and He ii 1640 Å, to vary with the Cepheid pulsation periods—evidence that the Cepheids (and not unseen companions) were responsible for the emissions, and pulsations may be the formation mechanism. The emissions are indicative of hot plasmas up to 100,000+ K (also, He ii can be partly formed via photoionization by coronal radiation; Pagano et al. 2000).
One of the major aims of this study is to improve upon previous IUE results since what appeared to be photospheric continuum flux introduced uncertainties in both emission line identifications and flux measures. COS, with finer spectral resolution, higher sensitivity, and lower noise, can return superior spectra, for which much more precise studies could be carried out. In addition, closely spaced emission lines that were blended together in IUE spectra could be individually resolved in COS data and perhaps even less prominent emission lines would be detected. Since the only reliable data in the ∼1200–1600 Å region available for Cepheids (at the beginning of this project) was low-resolution (∼5–6 Å) IUE Short Wavelength Prime/Reseau Camera spectra, it was quite frankly unknown exactly what the COS observations would show. The HST-COS spectra of delta Cep used in this study, and measured fluxes, are given in Table 3
Table 3. HST-COS Observations of δ Cep
Observation | Start Time | End Time | Phase | Exp. Time | COS | Central | N v 1240 Å | N v Flux | O i 1358 Å | O i Flux | Si iv 1400 Å | Si iv Flux |
---|---|---|---|---|---|---|---|---|---|---|---|---|
ID # | (UT) | (UT) | (sec) | Grating | λ ( Å) | Flux (Sum) | Error | Flux | Error | Flux (Sum) | Error | |
LBK809010 | 2010 Oct 19 | 2010 Oct 19 | 0.610 | 924.992 | G130M | 1291 | 1.379E-15 | 3.203E-16 | 1.085E-15 | 1.885E-16 | 1.765E-15 | 4.519E-16 |
00:12 | 00:30 | |||||||||||
LBK809020 | 2010 Oct 19 | 2010 Oct 19 | 923.968 | G160M | 1589 | |||||||
01:30 | 01:48 | |||||||||||
LBK817010 | 2010 Dec 12 | 2010 Dec 12 | 0.715 | 924.992 | G130M | 1291 | 1.687E-15 | 3.675E-16 | 1.163E-15 | 2.658E-16 | 2.239E-15 | 4.311E-16 |
06:12 | 06:29 | |||||||||||
LBK817020 | 2010 Dec 12 | 2010 Dec 12 | 923.904 | G160M | 1589 | |||||||
06:34 | 06:52 | |||||||||||
LBK818010 | 2010 Oct 30 | 2010 Oct 30 | 0.782 | 924.96 | G130M | 1291 | 1.482E-15 | 3.015E-16 | 1.198E-15 | 2.405E-16 | 1.979E-15 | 4.326E-16 |
16:24 | 16:41 | |||||||||||
LBK818020 | 2010 Oct 30 | 2010 Oct 30 | 923.968 | G160M | 1589 | |||||||
16:54 | 17:11 | |||||||||||
LBK819010 | 2010 Oct 31 | 2010 Oct 31 | 0.872 | 925.024 | G130M | 1291 | 1.680E-15 | 2.978E-16 | 3.068E-15 | 3.159E-16 | 3.674E-15 | 6.304E-16 |
04:04 | 04:22 | |||||||||||
LBK819020 | 2010 Oct 31 | 2010 Oct 31 | 924.032 | G160M | 1589 | |||||||
04:26 | 04:44 | |||||||||||
LBK820010 | 2010 Dec 13 | 2010 Dec 14 | 0.041 | 925.024 | G130M | 1291 | 8.000E-15 | 4.657E-16 | 4.461E-15 | 4.089E-16 | 1.831E-14 | 1.142E-15 |
23:42 | 00:00 | |||||||||||
LBK820020 | 2010 Dec 14 | 2010 Dec 14 | 924.032 | G160M | 1589 | |||||||
00:04 | 01:13 | |||||||||||
LBK821010 | 2010 Oct 22 | 2010 Oct 22 | 0.180 | 925.024 | G130M | 1291 | 4.063E-15 | 3.777E-16 | 1.681E-15 | 2.540E-16 | 4.906E-15 | 5.904E-16 |
01:41 | 01:59 | |||||||||||
LBK820020 | 2010 Oct 22 | 2010 Oct 22 | 924.032 | G160M | 1589 | |||||||
02:56 | 03:14 | |||||||||||
LBK822010 | 2010 Oct 31 | 2010 Oct 31 | 0.860 | 925.024 | G130M | 1291 | 1.848E-15 | 3.016E-16 | 1.703E-15 | 2.452E-16 | 3.063E-15 | 5.278E-16 |
02:28 | 02:46 | |||||||||||
LBK822020 | 2010 Oct 31 | 2010 Oct 31 | 924.032 | G160M | 1589 | |||||||
02:50 | 03:08 | |||||||||||
LBK823010 | 2010 Oct 29 | 2010 Oct 29 | 0.647 | 924.928 | G130M | 1291 | 1.492E-15 | 3.303E-16 | 1.198E-15 | 2.363E-16 | 2.088E-15 | 4.451E-16 |
22:59 | 23:28 | |||||||||||
LBK823020 | 2010 Oct 29 | 2010 Oct 29 | 923.936 | G160M | 1589 | |||||||
23:32 | 23:50 | |||||||||||
LBK815010 | 2011 Jun 13 | 2011 Jun 13 | 0.901 | 1152.032 | G130M | 1291 | 2.845E-15 | 3.200E-16 | 6.053E-15 | 3.722E-16 | 1.197E-14 | 6.869E-16 |
16:50 | 17:12 | |||||||||||
LBK815020 | 2011 Jun 13 | 2011 Jun 13 | 1024.032 | G160M | 1589 | |||||||
17:17 | 17:37 | |||||||||||
LC2307010 | 2013 Jan 18 | 2013 Jan 18 | 0.933 | 767.008 | G130M | 1291 | 7.496E-15 | 6.732E-16 | 1.099E-14 | 7.579E-16 | 3.460E-14 | 1.696E-15 |
18:29 | 18:49 | |||||||||||
LC2307020 | 2013 Jan 18 | 2013 Jan 18 | 763.072 | G160M | 1589 | |||||||
18:52 | 20:12 |
Note. All fluxes and errors given in erg s-1 cm-2.
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3.5. Ultraviolet Results
IUE was known to suffer from scattered optical light contamination (Basri et al. 1985), though it turned out to be much more of an issue than was anticipated. Figure 5 shows a comparison of representative IUE and COS spectra for δ Cep. The improvement is dramatic. The much higher resolution was expected, but as the figure shows, a great deal of what could have been continuum flux from the photosphere turned out to be scattered light. This was the reason that IUE spectra of the program Cepheids could unambiguously show only the strongest emission lines (if any). In the case of Polaris, there was uncertainty as to whether any emission lines were present in the spectra; there was only a possible detection of the strong, but blended, oxygen/sulfur lines near ∼1300 Å. The scattered light is not present in the COS spectra of Cepheids, however, which display a wealth of emission lines not detected in the archival IUE spectra. These lines define rich and complex Cepheid atmospheres and, as is well known, offer excellent atmospheric diagnostic potential (Linsky et al. 1995 and references therein) since different line species originate in plasmas of specific temperatures. Also, emission line strengths and ratios, as well as line broadening and radial velocities (RVs), when measured over the stars' pulsation cycles, offer important atmospheric diagnostics and can also help distinguish Cepheid supergiant atmospheric emissions from those of possible unresolved main-sequence companions (if present). The flux values reported here are integrated fluxes for the emission lines with the continuum flux subtracted. To determine RVs for the emission lines, Gaussian fits were made.
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Standard image High-resolution imageAlthough many important emission lines are present in the COS spectra, a few of importance were selected for the current study. These lines were selected because they represent a wide range of formation temperatures and are relatively free from contamination via blending with nearby lines, offering a "pure" measurement of the emission line in question. The lines selected are as follows.
- 1.O i 1358 Å—selected in favor of the well-known O i triplet at ∼1300 Å because the triplet are fluorescent lines excited by H Lyβ radiation (Koncewicz & Jordan 2007) and suffer from blending with (primarily) nearby S i lines and heavy airglow contamination. Therefore, the flux of the O triplet is not necessarily indicative of plasmas at the O i peak equilibrium formation temperature of 1–2 × 104 K (Doyle et al. 1997).
- 2.Si iv 1393/1403 Å—a doublet with a peak formation temperature of ∼5–8 × 104 K (Linsky et al. 1995). This doublet represents an important link between the cooler, O i-emitting plasmas and the hotter plasmas responsible for the N v and O v emission lines.
- 3.N v 1239/1243 Å—another doublet, but with a higher peak formation temperature of ∼1.5–2.5 × 105 K (Linsky et al. 1995). This doublet is very important because the lines occur at shorter wavelengths where photospheric continuum flux is essentially negligible. The N v doublet is the best measure of higher-temperature plasma variability in the UV spectra of the Cepheids.
- 4.Additional lines—although not selected for a variability study due to its location on the red wing of the Lyα geocoronal-contaminated emission line, the O v 1218 Å line is present in certain spectra and has a peak formation temperature of ∼2–4 × 105 K (Linsky et al. 1995). This places it among the hottest lines observable in the UV spectra of cool stars like the Cepheids, and its detection provides an important link to higher-temperature X-ray emissions. Additionally, measures have been made of the Si iii 1206 Å and 1298 Å features, and the 1298/1206 flux ratio was used to carry out atmospheric density estimates.
Data accumulation and results in the satellite-based high-energy studies have been much slower than for the optical studies. However, δ Cep currently has the most complete phase coverage with COS. As an illustration of the results of the UV program thus far, the current COS light curves of δ Cep are given in Figure 4. In looking at these plots, the most informative features are the following.
- 1.The phase at which line emissions begin to increase. The phase coverage of δ Cep has been illustrative in terms of the rise in emission flux. In comparing the emission line fluxes to the included photospheric RV plot for δ Cep, we see good correlation between the phase where UV line emissions begin to peak and a "pre-piston phase" as given by the RVs. During this pre-piston phase, the photosphere has almost reached its minimum radius, its recession is decelerating, and it is about to begin expanding again. Fokin et al. (1996) have shown that a shock should be propagating through the atmosphere of δ Cep at this phase (∼0.8–0.85 ϕ). The phasing of the flux increase is strong evidence in favor of a shock-heating mechanism.
- 2.The abruptness of the increase in UV emissions from δ Cep is indicative of a sudden heating or excitation mechanism. Over a span of ∼10 hr (from ∼0.86–0.93 ϕ), the O i 1358 Å flux increases by ∼7 times (numbered points 4–7 in Figure 4) and the Si iv flux increases by ∼10 times. Such an abrupt, strong excitation also points to a shock-related mechanism. The decrease in flux is also rapid (though not as rapid as the increase), as one would expect for a sudden heating event such as a shock.
- 3.The presence of an apparent quiescent level of UV emissions during 0.6–0.8 ϕ. This indicates a persistent atmospheric heating, possibly magnetic in origin, as is the case for numerous other classes of cool stars.
Another feature of note is the phase difference between the peak flux of the most energetic (highest peak formation temperature) emission feature observed—N v ∼ 1240 Å—and the peak fluxes of the two cooler emission features. Unfortunately, for δ Cep, this aspect of the program requires a number of very narrowly phase-spaced observations that we simply do not have. Thus, a strict, quantitative conclusion cannot yet be drawn. However, the lower-temperature plasma emission lines do appear to peak earlier than N v. In Figure 4, spectrum 7 is clearly the most active spectrum in terms of O i 1358 Å and Si iv 1393 Å emissions. Qualitatively speaking, spectrum 7 looks to represent the peak phase of emissions for these two features. However, for N v emissions, spectrum 7 has nearly the same flux as spectrum 8. Since the overall shapes of the emission curves for these three features are so similar, it can be concluded that N v emissions are still rising in spectrum 7, where O i and Si iv emissions have essentially peaked. Thus, N v must have a peak emission slightly later (∼0.02–0.03 ϕ) in phase than O i and Si iv. As discussed by Bohm-Vitense & Love (1994), emissions from the hottest plasmas are expected to peak first in the case of shock heating, followed by line emissions from cooling plasmas in the post-shock regions. However, it is worth noting that the similarity of the rise times in UV line fluxes may result from the plasma exciting line emissions of various temperatures as it begins ionizing through to higher ionization states, and the process continues as the shock front moves through more neutral and singly ionized plasma. This is an interesting behavior, but one that will require more in-depth modeling and analysis before firm conclusions are drawn.
In addition to what is learned from emission line fluxes about the heating mechanism(s) at work in Cepheid atmospheres, the emission line profiles and RVs can provide valuable, complementary information. Figure 6 gives the profiles of the O i 1358 Å and Si iv 1393 Å emission lines observed in several spectra of δ Cep. The most potentially informative characteristic is the asymmetry present in spectra 6–8, where the lines show a strong, additional blueshifted emission component. This component is likely caused by an expanding shock emerging from the Cepheid photosphere. On the "near" side of the Cepheid atmosphere, the shock is approaching, producing the blueshifted emission. In spectrum 8, the O i line still shows heavy asymmetry, but the Si iv line shows an extremely broad and even emission profile, indicative of a large velocity distribution but no additional blueshifted feature. At this phase (0.04 ϕ), we are likely observing Si iv emission from a very turbulent post-shock region, where the high turbulence is responsible for the velocity distribution, meaning that the shock has "passed by" the Si iv-emitting region. The difference in O i and Si iv line profiles at this phase indicates that they are likely originating from different regions (heights) within the Cepheid atmosphere. The line profiles offer up further evidence in favor of shock heating and compression being responsible for the enhanced emissions.
Download figure:
Standard image High-resolution imageThe RVs of the UV emission lines can give information on the workings of the δ Cep atmosphere, although we note there are COS wavelength calibration issues affecting their absolute accuracy (Aloisi et al. 2010). As such, the velocities can show a larger than normal uncertainty, but the agreement in overall velocity trends between the three lines plotted gives confidence in the measures. In Figure 7, the RVs (from top to bottom panels) of the O i, Si iv, and N v emission lines and photosphere are plotted. As indicated in the figure, the emission line RVs have had the phase-specific photospheric RV removed. For the three emission line RV plots, the dashed gray horizontal line indicates zero velocity: when the line-emitting region and the photosphere have identical velocities. Thus, line RVs above this line indicate that the line-emitting region is compressing on to the photosphere, and line RVs below this line indicate the region is expanding away from the photosphere. In the bottom (photospheric RV) plot, the dashed gray horizontal line represents the average velocity of the star. For spectra where the Si iv and/or O i line showed asymmetry, two Gaussian profiles were fit to the line, and the RV of the broad atmospheric emission is plotted, as opposed to the blueshifted emission component discussed in the previous paragraph. The agreement between the Si iv and O i velocity behaviors and that of the N v line, which maintained a symmetric single-Gaussian profile throughout the observed phases, gives confidence in the double-Gaussian approach.
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Standard image High-resolution imageFigure 7 shows that from ∼0.86–1.04 ϕ (spectra 4–8 in Figure 4), the atmosphere of δ Cep is compressing on top of the photosphere. This compression begins just as the Cepheid photosphere is starting to expand again (the piston phase). This compression would result in further plasma excitation at these phases, contributing to the increased emission lines fluxes (Figure 4) and line broadening (Figure 6) that are observed.
Attempts have also been made to find suitable electron density-sensitive emission line ratios to gain further physical insights into the Cepheid's atmosphere. A handful of well-studied ratios exist in the literature, making use of such emission lines as, e.g., C iii (1909 Å), Si iii (1892 Å), and O iv (∼1400 Å). Unfortunately, either the spectra available for δ Cep do not cover the wavelengths of these emission lines (C iii 1909 Å or Si iii 1892 Å), or the lines are not strong enough to allow an unambiguous measurement (O iv ∼1400 Å). Thus, none of these density measures could successfully be applied. Making use of the latest chianti atomic database6 available at the time of writing (v7.1.3), investigations were carried out using a ratio of Si iii line fluxes (1298/1206 Å), as mentioned previously.
Measurements of almost all spectra for δ Cep give densities below the diagnostic range of the Si iii 1298/1206 Å ratio (Ne ≲ 6 × 109 cm-3). Spectrum 6 of δ Cep (as numbered in Figures 4 and 6), where the flux is steeply rising, gives a much higher density of Ne ≈ 3.2 × 1010 cm-3. For reference, at similar plasma temperatures to those probed by the Si iii ratio above, quiet regions of the Sun have measured densities of ∼5 × 1010 cm-3 and active regions have densities of ∼1 × 1010 cm-3 (Dupree et al. 1976), and other studies (e.g., Keenan et al. 1989) have also found solar densities to match that measured for spectrum 6 of δ Cep.
However, issues have been raised with using the Si iii 1206 Å line in density diagnostics. Dufton et al. (1983) calculated that for the Sun, the 1206 line would be far too optically thick to give an accurate density. Although we believe that in a supergiant such as δ Cep the line would essentially be optically thin and suitable in that regard, there is also the temperature sensitivity to take into account when using a ground state transition, such as Si iii 1206 Å, with other subordinate features from higher levels. As such, we view the result as confirmation of increased atmospheric density during the phase of rising flux, but we are still investigating the usefulness of the Si iii ratio in returning a precise, numerical density measure.
All previously mentioned features of the spectra support the conclusion that δ Cep's atmospheric plasmas are heated/excited via pulsation-driven compression and shock propagation.
4. SUMMARY AND DISCUSSION
The prototype Cepheid δ Cep is undergoing some very interesting and complex behaviors. Optical photometry confirms that the pulsation period of the Cepheid is steadily decreasing over time at a rate of dP/dt = −0.1006 ± 0.0002 s yr-1. The decrease in the pulsation period indicates the star's radius is slowly decreasing as it contracts and evolves toward the blue (hotter) side of the Hertzsprung–Russell diagram. Also, standardized BV photoelectric photometry (from 1958 to 2012) provides evidence that the light amplitude and mean brightness are increasing. The observed changes in the light amplitude and average brightness of the star may also arise from slow evolutionary changes, indicating that we are witnessing stellar evolution in "real time."
Multiple X-ray observations and UV spectra have been taken of δ Cep with XMM-Newton and HST-COS. From these data, it is clear that δ Cep possesses an outer atmosphere of heated plasmas in the temperature range T ≈ 104–107 K. Soft X-ray emissions are observed (fX ≈ 4–15 × 10-15 erg s-1 cm-2) with evidence of pulsation phase-dependent variability. This variability will need to be confirmed through an approved (Chandra), deep exposure taken at a similar phase. If the increased X-ray activity near 0.48 ϕ is confirmed through additional data, the large difference between the phases of enhanced UV and X-ray emission will imply that perhaps competing (and at times, complementary) plasma-excitation mechanisms are at play in the Cepheid atmosphere.
The denser phasing of the HST-COS UV spectra have provided a clearer picture of the 104–105 K plasmas. Though a full astrophysical modeling of the data is underway and will have to be the topic of a future UV-dedicated paper, initial results from the spectra give a clear, general picture of the δ Cep atmosphere. UV emission line fluxes vary by a factor of ∼6–20 ×, depending on line species and plasma temperature (see Figure 4), and the rise in emission line flux begins very near the phase of minimum stellar radius, just before the photosphere begins expanding again. This is the Cepheid "piston" phase, when a shock is expected to emerge from the photosphere and begin propagating through the atmosphere. Shortly after this phase, as the flux is increasing, the line profiles become asymmetric due to a blueshifted emission feature (Figure 6). This blueshifted feature is caused by the additional excitation of plasma at the expanding shock front. During the phases of enhanced activity, the line profiles also noticeably broaden. This is a combination of the emergence of the blueshifted feature, in addition to growing emissions from turbulent plasma in the post-shock regions and the overall compression of the atmosphere. This compression is seen in Figure 7 during ∼0.86–1.04 ϕ; while the photospheric recession slows, eventually turning to outward expansion, the atmosphere (as traced by emission line RVs) continues to recede, compressing around the photosphere. The phasing and strength of the flux increase, the line asymmetry and broadening of the line profiles, and the photospheric versus atmospheric RV behaviors all confirm that the atmospheric plasmas around δ Cep undergo regular excitation from the Cepheid's radial pulsations via atmospheric compression and shock propagation. The persistence of a quiescent atmosphere, outside of the shock-excited phase range, indicates that a second heating mechanism, such as a stellar magnetic field, is also present in δ Cep.
5. CONCLUSIONS AND FUTURE PERSPECTIVES
The combined X-ray–UV–optical study of δ Cep, carried out under the SLiC program, shows the inherent complexity of this prototype Cepheid that underscores our (still incomplete) understanding of this important class of variable stars. Furthermore, analyses of the long-term optical photometry provide strong evidence that relatively rapid evolutionary changes are taking place. This study demonstrates the high value of historical photometric data, in this case dating back to the time of Goodricke & Bayer (1786). Our study of time-series observations, from X-ray to optical wavelengths, are changing our perspective of these stars and have provided an initial step to understand not only Cepheid structures but also the details of their evolution and dynamic photospheres. We plan to continue high-precision photometry to track the period change and also ascertain the observed small changes in the star's light amplitude and luminosity.
The XMM-Newton X-ray and HST-COS FUV spectrophotometry confirm the presence of variable, hot ∼104 K–107 K plasmas in the outer atmosphere of this pulsating cool supergiant, most likely arising from pulsation-driven shocks. The similarity of the strengths of UV emissions (as well as X-ray luminosities) to some non-pulsating "hybrid" F–K giants and supergiants (Ayres 2011, and references therein) indicate that magnetic fields could also play a role in the origin of these high-energy emission lines. Although the presence of phase-dependent FUV line emissions was expected from prior IUE studies of Cepheids, the X-ray emissions (especially the possible LX variability) are very surprising and are being followed up.
The pulsation shock heating of the atmosphere of δ Cep (and, by extension, of other Cepheids) has yet undetermined effects on the energetics, heating, structure, and dynamics of Cepheid atmospheres that could effect the P–L Law. As discussed previously, if Cepheids are to be used to significantly improve the cosmic distance scale and precisely determine the Hubble constant (H0) to an uncertainty of ∼1%, it will be necessary to have a clearer understanding of the effects of the pulsation-induced shocks on Cepheid atmospheres. The deposition of shock-induced energies in the outer atmosphere could affect the luminosity and pulsations of the stars. As additional targets are analyzed, the SLiC program will address these problems with a larger sample of stars. In forthcoming papers, we will present the results for additional representative Cepheids that include Polaris, β Dor, and ℓ Car. Finally, we will continue to carry out ground-based photometry and to request additional space-based observations to help unlock the secret lives of these stars.
The authors thank the tireless efforts of Lou Boyd, Fairborn Observatory Director, in maintaining the FCAPT.
The authors also thank the financial support of NSF grant AST05-07542; NASA grants HST-GO11726, HST-GO12302, HST-GO13019; and XMM-Newton: NASA NNX14AF12G.
Support for HST programs 11726, 12302, and 13019 was provided by NASA through grants from the Space Telescope Science Institute, which is operated by the Association of Universities for Research in Astronomy, Inc., under NASA contract NAS 5-26555.
Facilities: XMM - Newton X-Ray Multimirror Mission satellite, CXO - Chandra X-ray Observatory satellite, HST (COS) - Hubble Space Telescope satellite
APPENDIX: PHOTOMETRY
The UBVRI photoelectric data for delta Cep, carried out with the FCAPT for this study, are given in Table 4. The data were obtained between December 2007 and January 2012.
Table 4. FCAPT UBVRI Photometry of δ Cep
HJD | Phase | V-mag | error | HJD | Phase | U − B | error | HJD | Phase | B − V | error | HJD | Phase | V − R | error | HJD | Phase | R − I | error |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2454437.5956 | −0.2357 | 4.3136 | 0.0026 | 2454437.5926 | −0.2362 | 0.6518 | 0.0060 | 2454437.5941 | −0.2360 | 0.8588 | 0.0062 | 2454623.9116 | 0.4846 | 0.8475 | 0.0133 | 2454623.9118 | 0.4846 | 0.4449 | 0.0182 |
2454439.5928 | 0.1365 | 3.6690 | 0.0056 | 2454439.5941 | 0.1367 | 0.3887 | 0.0216 | 2454439.5928 | 0.1365 | 0.5839 | 0.0104 | 2454624.9074 | −0.3299 | 0.8906 | 0.0133 | 2454624.9076 | −0.3298 | 0.4568 | 0.0213 |
2454440.5858 | 0.3215 | 3.9369 | 0.0015 | 2454440.5856 | 0.3215 | 0.5173 | 0.0081 | 2454440.5857 | 0.3215 | 0.7411 | 0.0058 | 2454625.9097 | −0.1431 | 0.8115 | 0.0306 | 2454625.9099 | −0.1431 | 0.3999 | 0.0298 |
2454447.5794 | −0.3752 | 4.2614 | 0.0029 | 2454447.5806 | −0.3750 | 0.6512 | 0.0043 | 2454447.5793 | −0.3752 | 0.8752 | 0.0035 | 2454626.9008 | 0.0416 | 0.6316 | 0.1148 | 2454626.9010 | 0.0416 | 0.3114 | 0.1183 |
2454449.5797 | −0.0024 | 3.4627 | 0.0206 | 2454449.5795 | −0.0025 | 0.3408 | 0.0429 | 2454449.5797 | −0.0024 | 0.4522 | 0.0270 | 2454628.8955 | 0.4133 | 0.8242 | 0.0368 | 2454628.8957 | 0.4134 | 0.4223 | 0.0388 |
2454450.5797 | 0.1839 | 3.7435 | 0.0051 | 2454450.5795 | 0.1839 | 0.4299 | 0.0150 | 2454450.5797 | 0.1839 | 0.6358 | 0.0064 | 2454630.8917 | −0.2147 | 0.8686 | 0.0130 | 2454630.8919 | −0.2147 | 0.4471 | 0.0157 |
2454452.6001 | −0.4396 | 4.1927 | 0.0008 | 2454452.6000 | −0.4396 | 0.6393 | 0.0033 | 2454452.6001 | −0.4396 | 0.8575 | 0.0028 | 2454631.8928 | −0.0281 | 0.6187 | 0.0376 | 2454631.8930 | −0.0281 | 0.3017 | 0.0322 |
2454454.5902 | −0.0687 | 3.6357 | 0.0080 | 2454454.5914 | −0.0685 | 0.3344 | 0.0223 | 2454454.5901 | −0.0687 | 0.5130 | 0.0192 | 2454634.8827 | −0.4710 | 0.8436 | 0.0104 | 2454634.8829 | −0.4709 | 0.4573 | 0.0132 |
2454458.6295 | −0.3160 | 4.3210 | 0.0038 | 2454458.6293 | −0.3160 | 0.6698 | 0.0066 | 2454458.6294 | −0.3160 | 0.8739 | 0.0075 | 2454636.8755 | −0.0996 | 0.7132 | 0.0159 | 2454636.8757 | −0.0996 | 0.3449 | 0.0187 |
2454459.6007 | −0.1350 | 4.0087 | 0.0061 | 2454459.6005 | −0.1350 | 0.4212 | 0.0188 | 2454459.6007 | −0.1350 | 0.6829 | 0.0087 | 2454637.9467 | 0.1000 | 0.6852 | 0.0240 | 2454637.9469 | 0.1001 | 0.3425 | 0.0154 |
2454460.6012 | 0.0514 | 3.5319 | 0.0044 | 2454460.6010 | 0.0514 | 0.3427 | 0.0241 | 2454460.6011 | 0.0514 | 0.4928 | 0.0098 | 2454638.8722 | 0.2725 | 0.7897 | 0.0339 | 2454638.8724 | 0.2725 | 0.4029 | 0.0381 |
2454465.5856 | −0.0197 | 3.4726 | 0.0097 | 2454465.5854 | −0.0197 | 0.3114 | 0.0393 | 2454465.5855 | −0.0197 | 0.4432 | 0.0161 | 2454640.8665 | −0.3559 | 0.8592 | 0.0332 | 2454640.8667 | −0.3558 | 0.4639 | 0.0394 |
2454466.5860 | 0.1667 | 3.7179 | 0.0030 | 2454466.5858 | 0.1667 | 0.4135 | 0.0243 | 2454466.5860 | 0.1667 | 0.6152 | 0.0090 | 2455098.6397 | −0.0492 | 0.6392 | 0.0147 | 2455098.6399 | −0.0492 | 0.3083 | 0.0179 |
2454623.9115 | 0.4845 | 4.0934 | 0.0069 | 2454623.9125 | 0.4847 | 0.5818 | 0.0075 | 2454623.9114 | 0.4845 | 0.8290 | 0.0102 | 2455098.8062 | −0.0182 | 0.6168 | 0.0112 | 2455098.8064 | −0.0182 | 0.2922 | 0.0067 |
2454624.9073 | −0.3299 | 4.2869 | 0.0101 | 2454624.9096 | −0.3295 | 0.6965 | 0.0045 | 2454624.9072 | −0.3299 | 0.8948 | 0.0110 | 2455099.6797 | 0.1446 | 0.7060 | 0.0267 | 2455099.6799 | 0.1446 | 0.3626 | 0.0325 |
2454625.9096 | −0.1431 | 4.0377 | 0.0132 | 2454625.9119 | −0.1427 | 0.4678 | 0.0181 | 2454625.9095 | −0.1431 | 0.6995 | 0.0203 | 2455099.8099 | 0.1688 | 0.7150 | 0.0091 | 2455099.8101 | 0.1689 | 0.3659 | 0.0079 |
2454626.9007 | 0.0416 | 3.5028 | 0.0736 | 2454626.9005 | 0.0415 | 0.3168 | 0.1136 | 2454626.9006 | 0.0416 | 0.4855 | 0.1044 | 2455100.6798 | 0.3309 | 0.7976 | 0.0147 | 2455100.6800 | 0.3310 | 0.4048 | 0.0113 |
2454628.8954 | 0.4133 | 4.0524 | 0.0255 | 2454628.8952 | 0.4133 | 0.5968 | 0.0100 | 2454628.8953 | 0.4133 | 0.7961 | 0.0272 | 2455100.8050 | 0.3543 | 0.7972 | 0.0098 | 2455100.8052 | 0.3543 | 0.4187 | 0.0084 |
2454630.8915 | −0.2147 | 4.2666 | 0.0064 | 2454630.8914 | −0.2147 | 0.6220 | 0.0067 | 2454630.8915 | −0.2147 | 0.8435 | 0.0091 | 2455101.8010 | −0.4601 | 0.8341 | 0.0063 | 2455101.8012 | −0.4601 | 0.4423 | 0.0075 |
2454631.8927 | −0.0282 | 3.4735 | 0.0338 | 2454631.8925 | −0.0282 | 0.3129 | 0.0547 | 2454631.8926 | −0.0282 | 0.4578 | 0.0472 | 2455102.6711 | −0.2980 | 0.8716 | 0.0120 | 2455102.6713 | −0.2979 | 0.4458 | 0.0148 |
2454634.8826 | −0.4710 | 4.1342 | 0.0059 | 2454634.8837 | −0.4708 | 0.6428 | 0.0085 | 2454634.8825 | −0.4710 | 0.8499 | 0.0103 | 2455102.7988 | −0.2742 | 0.8655 | 0.0043 | 2455102.7989 | −0.2742 | 0.4518 | 0.0037 |
2454636.8754 | −0.0996 | 3.8125 | 0.0075 | 2454636.8752 | −0.0997 | 0.3607 | 0.0195 | 2454636.8753 | −0.0996 | 0.5974 | 0.0164 | 2455106.7865 | 0.4689 | 0.8297 | 0.0105 | 2455106.7867 | 0.4690 | 0.4382 | 0.0095 |
2454637.9466 | 0.1000 | 3.5949 | 0.0221 | 2454637.9464 | 0.1000 | 0.3873 | 0.0198 | 2454637.9465 | 0.1000 | 0.5456 | 0.0281 | 2455131.7560 | 0.1220 | 0.6839 | 0.0093 | 2455131.7562 | 0.1221 | 0.3430 | 0.0087 |
2454638.8721 | 0.2725 | 3.8548 | 0.0283 | 2454638.8719 | 0.2724 | 0.4832 | 0.0229 | 2454638.8720 | 0.2724 | 0.6989 | 0.0339 | 2455133.7728 | 0.4979 | 0.8295 | 0.0112 | 2455133.7730 | 0.4979 | 0.4465 | 0.0096 |
2454640.8664 | −0.3559 | 4.2744 | 0.0198 | 2454640.8712 | −0.3550 | 0.6568 | 0.0127 | 2454640.8688 | −0.3554 | 0.8617 | 0.0228 | 2455134.7811 | −0.3142 | 0.8777 | 0.0105 | 2455134.7813 | −0.3142 | 0.4600 | 0.0121 |
2455098.6395 | −0.0493 | 3.5439 | 0.0031 | 2455098.6394 | −0.0493 | 0.3202 | 0.0300 | 2455098.6395 | −0.0493 | 0.4703 | 0.0115 | 2455135.7812 | −0.1279 | 0.7493 | 0.0051 | 2455135.7814 | −0.1278 | 0.3802 | 0.0063 |
2455098.8061 | −0.0182 | 3.4698 | 0.0098 | 2455098.8059 | −0.0183 | 0.3162 | 0.0282 | 2455098.8060 | −0.0182 | 0.4468 | 0.0147 | 2455136.7803 | 0.0583 | 0.6346 | 0.0162 | 2455136.7805 | 0.0584 | 0.3161 | 0.0164 |
2455099.6796 | 0.1445 | 3.6712 | 0.0174 | 2455099.6794 | 0.1445 | 0.3933 | 0.0283 | 2455099.6795 | 0.1445 | 0.5873 | 0.0251 | 2455143.7568 | 0.3584 | 0.7916 | 0.0094 | 2455143.7570 | 0.3584 | 0.4198 | 0.0095 |
2455099.8098 | 0.1688 | 3.7231 | 0.0083 | 2455099.8096 | 0.1688 | 0.3957 | 0.0177 | 2455099.8097 | 0.1688 | 0.6079 | 0.0111 | 2455144.7440 | −0.4576 | 0.8426 | 0.0040 | 2455144.7442 | −0.4576 | 0.4436 | 0.0044 |
2455100.6797 | 0.3309 | 3.9503 | 0.0098 | 2455100.6795 | 0.3309 | 0.4961 | 0.0188 | 2455100.6796 | 0.3309 | 0.7481 | 0.0099 | 2455145.7525 | −0.2697 | 0.8528 | 0.0057 | 2455145.7527 | −0.2697 | 0.4529 | 0.0047 |
2455100.8049 | 0.3542 | 3.9894 | 0.0057 | 2455100.8047 | 0.3542 | 0.5408 | 0.0110 | 2455100.8049 | 0.3543 | 0.7592 | 0.0064 | 2455146.7368 | −0.0863 | 0.6751 | 0.0133 | 2455146.7370 | −0.0862 | 0.3376 | 0.0091 |
2455101.8009 | −0.4601 | 4.1662 | 0.0051 | 2455101.8007 | −0.4602 | 0.6152 | 0.0068 | 2455101.8008 | −0.4602 | 0.8436 | 0.0056 | 2455151.7215 | −0.1574 | 0.7938 | 0.0089 | 2455151.7217 | −0.1573 | 0.4094 | 0.0075 |
2455102.6697 | −0.2982 | 4.3076 | 0.0037 | 2455102.6695 | −0.2983 | 0.6399 | 0.0111 | 2455102.6696 | −0.2983 | 0.8748 | 0.0098 | 2455468.8626 | −0.0577 | 0.6324 | 0.0083 | 2455468.8628 | −0.0577 | 0.3048 | 0.0098 |
2455102.7986 | −0.2742 | 4.3196 | 0.0036 | 2455102.7984 | −0.2743 | 0.6272 | 0.0052 | 2455102.7986 | −0.2742 | 0.8799 | 0.0044 | 2455469.8525 | 0.1268 | 0.6848 | 0.0109 | 2455469.8527 | 0.1268 | 0.3427 | 0.0078 |
2455106.7864 | 0.4689 | 4.0959 | 0.0071 | 2455106.7862 | 0.4689 | 0.5972 | 0.0116 | 2455106.7863 | 0.4689 | 0.8225 | 0.0090 | 2455470.8497 | 0.3126 | 0.7778 | 0.0119 | 2455470.8499 | 0.3126 | 0.4063 | 0.0100 |
2455131.7559 | 0.1220 | 3.6400 | 0.0047 | 2455131.7557 | 0.1220 | 0.3726 | 0.0261 | 2455131.7558 | 0.1220 | 0.5682 | 0.0131 | 2455471.8479 | 0.4986 | 0.8250 | 0.0085 | 2455471.8481 | 0.4987 | 0.4364 | 0.0092 |
2455133.7727 | 0.4978 | 4.1171 | 0.0079 | 2455133.7725 | 0.4978 | 0.6057 | 0.0094 | 2455133.7726 | 0.4978 | 0.8312 | 0.0087 | 2455476.8329 | 0.4276 | 0.8102 | 0.0108 | 2455476.8331 | 0.4276 | 0.4323 | 0.0127 |
2455134.7810 | −0.3143 | 4.3066 | 0.0058 | 2455134.7808 | −0.3143 | 0.6630 | 0.0104 | 2455134.7810 | −0.3143 | 0.8879 | 0.0103 | 2455477.8318 | −0.3863 | 0.8584 | 0.0070 | 2455477.8320 | −0.3862 | 0.4547 | 0.0083 |
2455135.7811 | −0.1279 | 3.9710 | 0.0016 | 2455135.7809 | −0.1279 | 0.4214 | 0.0131 | 2455135.7810 | −0.1279 | 0.6597 | 0.0042 | 2455478.8279 | −0.2007 | 0.8286 | 0.0038 | 2455478.8281 | −0.2006 | 0.4406 | 0.0048 |
2455136.7802 | 0.0583 | 3.5396 | 0.0107 | 2455136.7800 | 0.0583 | 0.3263 | 0.0237 | 2455136.7801 | 0.0583 | 0.5041 | 0.0139 | 2455479.8261 | −0.0146 | 0.6120 | 0.0090 | 2455479.8263 | −0.0146 | 0.2867 | 0.0101 |
2455143.7567 | 0.3584 | 3.9866 | 0.0033 | 2455143.7565 | 0.3583 | 0.5265 | 0.0077 | 2455143.7566 | 0.3584 | 0.7666 | 0.0068 | 2455480.8225 | 0.1710 | 0.7142 | 0.0151 | 2455480.8227 | 0.1711 | 0.3588 | 0.0147 |
2455144.7438 | −0.4577 | 4.1803 | 0.0026 | 2455144.7449 | −0.4575 | 0.6064 | 0.0024 | 2455144.7438 | −0.4577 | 0.8490 | 0.0032 | 2455481.8207 | 0.3571 | 0.7908 | 0.0090 | 2455481.8209 | 0.3571 | 0.4168 | 0.0099 |
2455145.7524 | −0.2697 | 4.3230 | 0.0037 | 2455145.7535 | −0.2695 | 0.6619 | 0.0052 | 2455145.7523 | −0.2697 | 0.8749 | 0.0049 | 2455482.8168 | −0.4573 | 0.8476 | 0.0022 | 2455482.8170 | −0.4573 | 0.4427 | 0.0055 |
2455146.7367 | −0.0863 | 3.7385 | 0.0118 | 2455146.7378 | −0.0861 | 0.3430 | 0.0261 | 2455146.7366 | −0.0863 | 0.5586 | 0.0177 | 2455488.8023 | −0.3419 | 0.8648 | 0.0057 | 2455488.8025 | −0.3419 | 0.4536 | 0.0050 |
2455151.7214 | −0.1574 | 4.1278 | 0.0068 | 2455151.7212 | −0.1574 | 0.4719 | 0.0093 | 2455151.7214 | −0.1574 | 0.7403 | 0.0095 | 2455492.8072 | 0.4044 | 0.8116 | 0.0069 | 2455492.8074 | 0.4044 | 0.4269 | 0.0051 |
2455468.8625 | −0.0577 | 3.5880 | 0.0058 | 2455468.8623 | −0.0578 | 0.2636 | 0.0332 | 2455468.8624 | −0.0577 | 0.4836 | 0.0086 | 2455493.7962 | −0.4113 | 0.8532 | 0.0073 | 2455493.7964 | −0.4113 | 0.4506 | 0.0078 |
2455469.8524 | 0.1267 | 3.6395 | 0.0091 | 2455469.8522 | 0.1267 | 0.3709 | 0.0277 | 2455469.8523 | 0.1267 | 0.5750 | 0.0101 | 2455495.7965 | −0.0385 | 0.6257 | 0.0089 | 2455495.7967 | −0.0385 | 0.2863 | 0.0159 |
2455470.8496 | 0.3126 | 3.9216 | 0.0090 | 2455470.8506 | 0.3128 | 0.4550 | 0.0090 | 2455470.8495 | 0.3126 | 0.7337 | 0.0107 | 2455498.7914 | −0.4804 | 0.8334 | 0.0042 | 2455498.7916 | −0.4804 | 0.4434 | 0.0021 |
2455471.8477 | 0.4986 | 4.1325 | 0.0074 | 2455471.8476 | 0.4986 | 0.5523 | 0.0085 | 2455471.8477 | 0.4986 | 0.8203 | 0.0075 | 2455499.7862 | −0.2950 | 0.8576 | 0.0082 | 2455499.7864 | −0.2950 | 0.4483 | 0.0096 |
2455476.8328 | 0.4275 | 4.0543 | 0.0066 | 2455476.8326 | 0.4275 | 0.5565 | 0.0078 | 2455476.8328 | 0.4276 | 0.7966 | 0.0079 | 2455501.7760 | 0.0758 | 0.6490 | 0.0141 | 2455501.7761 | 0.0758 | 0.3168 | 0.0154 |
2455477.8317 | −0.3863 | 4.2534 | 0.0037 | 2455477.8315 | −0.3863 | 0.6369 | 0.0067 | 2455477.8317 | −0.3863 | 0.8640 | 0.0050 | 2455502.7737 | 0.2617 | 0.7618 | 0.0091 | 2455502.7739 | 0.2617 | 0.3878 | 0.0057 |
2455478.8278 | −0.2007 | 4.2579 | 0.0035 | 2455478.8288 | −0.2005 | 0.5306 | 0.0030 | 2455478.8277 | −0.2007 | 0.8274 | 0.0043 | 2455503.7705 | 0.4474 | 0.8195 | 0.0057 | 2455503.7707 | 0.4475 | 0.4345 | 0.0047 |
2455479.8259 | −0.0147 | 3.4598 | 0.0058 | 2455479.8258 | −0.0147 | 0.2990 | 0.0374 | 2455479.8259 | −0.0147 | 0.4438 | 0.0124 | 2455504.7678 | −0.3667 | 0.8593 | 0.0076 | 2455504.7679 | −0.3667 | 0.4492 | 0.0054 |
2455480.8224 | 0.1710 | 3.7180 | 0.0116 | 2455480.8222 | 0.1710 | 0.3776 | 0.0215 | 2455480.8223 | 0.1710 | 0.6115 | 0.0154 | 2455506.7644 | 0.0054 | 0.6110 | 0.0125 | 2455506.7633 | 0.0051 | 0.2903 | 0.0178 |
2455481.8206 | 0.3570 | 3.9785 | 0.0029 | 2455481.8204 | 0.3570 | 0.5003 | 0.0195 | 2455481.8205 | 0.3570 | 0.7636 | 0.0049 | 2455508.7577 | 0.3768 | 0.8131 | 0.0051 | 2455508.7579 | 0.3768 | 0.4182 | 0.0051 |
2455482.8167 | −0.4573 | 4.1735 | 0.0006 | 2455482.8165 | −0.4574 | 0.6105 | 0.0096 | 2455482.8166 | −0.4574 | 0.8388 | 0.0063 | 2455510.7524 | −0.2515 | 0.8705 | 0.0049 | 2455510.7526 | −0.2514 | 0.4505 | 0.0052 |
2455488.8022 | −0.3419 | 4.2813 | 0.0050 | 2455488.8033 | −0.3417 | 0.6661 | 0.0053 | 2455488.8034 | −0.3417 | 0.8781 | 0.0051 | 2455511.7500 | −0.0656 | 0.6559 | 0.0093 | 2455511.7502 | −0.0655 | 0.3113 | 0.0094 |
2455492.8071 | 0.4044 | 4.0341 | 0.0058 | 2455492.8069 | 0.4044 | 0.5646 | 0.0185 | 2455492.8070 | 0.4044 | 0.7843 | 0.0097 | 2455512.7464 | 0.1201 | 0.6888 | 0.0080 | 2455512.7466 | 0.1201 | 0.3422 | 0.0100 |
2455493.7961 | −0.4113 | 4.2234 | 0.0036 | 2455493.7959 | −0.4113 | 0.6438 | 0.0093 | 2455493.7960 | −0.4113 | 0.8642 | 0.0054 | 2455513.7467 | 0.3065 | 0.7853 | 0.0058 | 2455513.7469 | 0.3065 | 0.4056 | 0.0047 |
2455495.7963 | −0.0386 | 3.5080 | 0.0040 | 2455495.7962 | −0.0386 | 0.3188 | 0.0224 | 2455495.7963 | −0.0386 | 0.4529 | 0.0059 | 2455515.7440 | −0.3213 | 0.8583 | 0.0084 | 2455515.7442 | −0.3213 | 0.4594 | 0.0066 |
2455498.7913 | −0.4805 | 4.1397 | 0.0038 | 2455498.7911 | −0.4805 | 0.5898 | 0.0089 | 2455498.7913 | −0.4804 | 0.8403 | 0.0063 | 2455516.7383 | −0.1360 | 0.7643 | 0.0068 | 2455516.7384 | −0.1360 | 0.3856 | 0.0085 |
2455499.7861 | −0.2951 | 4.3109 | 0.0060 | 2455499.7872 | −0.2949 | 0.6147 | 0.0060 | 2455499.7860 | −0.2951 | 0.8810 | 0.0075 | 2455532.6063 | −0.1790 | 0.8205 | 0.0040 | 2455532.6065 | −0.1789 | 0.4245 | 0.0019 |
2455501.7758 | 0.0757 | 3.5584 | 0.0083 | 2455502.7734 | 0.2616 | 0.4184 | 0.0107 | 2455501.7758 | 0.0757 | 0.5080 | 0.0131 | 2455532.6854 | −0.1642 | 0.8072 | 0.0039 | 2455532.6856 | −0.1642 | 0.4113 | 0.0024 |
2455502.7736 | 0.2617 | 3.8492 | 0.0084 | 2455503.7702 | 0.4474 | 0.5650 | 0.0081 | 2455502.7735 | 0.2616 | 0.6962 | 0.0085 | 2455533.5941 | 0.0051 | 0.6192 | 0.0055 | 2455533.5943 | 0.0051 | 0.2939 | 0.0052 |
2455503.7704 | 0.4474 | 4.0703 | 0.0041 | 2455504.7687 | −0.3666 | 0.6450 | 0.0064 | 2455503.7703 | 0.4474 | 0.8109 | 0.0073 | 2455862.6718 | 0.3292 | 0.7970 | 0.0059 | 2455862.6720 | 0.3292 | 0.4151 | 0.0039 |
2455504.7676 | −0.3668 | 4.2629 | 0.0068 | 2455506.7628 | 0.0051 | 0.3137 | 0.0261 | 2455504.7676 | −0.3668 | 0.8764 | 0.0087 | 2455865.6113 | −0.1231 | 0.7487 | 0.0054 | 2455865.6114 | −0.1230 | 0.3780 | 0.0073 |
2455506.7656 | 0.0056 | 3.4644 | 0.0101 | 2455508.7574 | 0.3767 | 0.4885 | 0.0094 | 2455506.7642 | 0.0053 | 0.4493 | 0.0161 | 2455866.5963 | 0.0605 | 0.6474 | 0.0064 | 2455866.5964 | 0.0605 | 0.3171 | 0.0048 |
2455508.7576 | 0.3768 | 4.0027 | 0.0015 | 2455510.7521 | −0.2515 | 0.6259 | 0.0038 | 2455508.7575 | 0.3768 | 0.7787 | 0.0063 | 2455867.5955 | 0.2467 | 0.7607 | 0.0056 | 2455867.5957 | 0.2467 | 0.3860 | 0.0058 |
2455510.7523 | −0.2515 | 4.3192 | 0.0031 | 2455511.7497 | −0.0656 | 0.3313 | 0.0237 | 2455510.7522 | −0.2515 | 0.8726 | 0.0042 | 2455868.5951 | 0.4330 | 0.8311 | 0.0035 | 2455868.5952 | 0.4330 | 0.4313 | 0.0053 |
2455511.7498 | −0.0656 | 3.6148 | 0.0078 | 2455512.7461 | 0.1200 | 0.3340 | 0.0193 | 2455511.7498 | −0.0656 | 0.5041 | 0.0247 | 2455881.5652 | −0.1500 | 0.7904 | 0.0045 | 2455881.5653 | −0.1500 | 0.4069 | 0.0046 |
2455512.7463 | 0.1201 | 3.6349 | 0.0040 | 2455513.7464 | 0.3065 | 0.4628 | 0.0073 | 2455512.7462 | 0.1201 | 0.5566 | 0.0100 | 2455881.5800 | −0.1473 | 0.7815 | 0.0030 | 2455881.5802 | −0.1472 | 0.4031 | 0.0031 |
2455513.7465 | 0.3065 | 3.9130 | 0.0042 | 2455515.7437 | −0.3213 | 0.6444 | 0.0078 | 2455513.7465 | 0.3065 | 0.7305 | 0.0070 | 2455881.5949 | −0.1445 | 0.7834 | 0.0067 | 2455881.5950 | −0.1445 | 0.3968 | 0.0064 |
2455515.7439 | −0.3213 | 4.2962 | 0.0067 | 2455516.7379 | −0.1361 | 0.3991 | 0.0162 | 2455515.7438 | −0.3213 | 0.8734 | 0.0084 | 2455881.6098 | −0.1417 | 0.7768 | 0.0053 | 2455881.6099 | −0.1417 | 0.3948 | 0.0038 |
2455516.7381 | −0.1360 | 4.0154 | 0.0058 | 2455532.6060 | −0.1790 | 0.5079 | 0.0084 | 2455516.7381 | −0.1360 | 0.6895 | 0.0087 | 2455881.6246 | −0.1390 | 0.7713 | 0.0041 | 2455881.6248 | −0.1389 | 0.3922 | 0.0049 |
2455532.6062 | −0.1790 | 4.1985 | 0.0037 | 2455532.6851 | −0.1643 | 0.4582 | 0.0140 | 2455532.6061 | −0.1790 | 0.7854 | 0.0039 | 2455881.6396 | −0.1362 | 0.7630 | 0.0063 | 2455881.6397 | −0.1361 | 0.3914 | 0.0066 |
2455532.6853 | −0.1643 | 4.1480 | 0.0034 | 2455533.5938 | 0.0050 | 0.3076 | 0.0636 | 2455532.6852 | −0.1643 | 0.7549 | 0.0081 | 2455881.6542 | −0.1334 | 0.7657 | 0.0067 | 2455881.6543 | −0.1334 | 0.3871 | 0.0052 |
2455533.5940 | 0.0051 | 3.4631 | 0.0044 | 2455862.6716 | 0.3291 | 0.5273 | 0.0073 | 2455533.5939 | 0.0051 | 0.4426 | 0.0056 | 2455881.6688 | −0.1307 | 0.7597 | 0.0032 | 2455881.6689 | −0.1307 | 0.3864 | 0.0047 |
2455862.6718 | 0.3292 | 3.9454 | 0.0048 | 2455865.6121 | −0.1229 | 0.4116 | 0.0161 | 2455862.6717 | 0.3291 | 0.7361 | 0.0058 | 2455881.6834 | −0.1280 | 0.7515 | 0.0079 | 2455881.6835 | −0.1280 | 0.3776 | 0.0049 |
2455865.6113 | −0.1231 | 3.9479 | 0.0047 | 2455866.5960 | 0.0604 | 0.3642 | 0.0151 | 2455865.6112 | −0.1231 | 0.6473 | 0.0085 | 2455881.6981 | −0.1253 | 0.7551 | 0.0035 | 2455881.6982 | −0.1252 | 0.3733 | 0.0042 |
2455866.5962 | 0.0605 | 3.5297 | 0.0046 | 2455867.5953 | 0.2467 | 0.4690 | 0.0202 | 2455866.5962 | 0.0605 | 0.4819 | 0.0056 | 2455881.7128 | −0.1225 | 0.7531 | 0.0084 | 2455881.7129 | −0.1225 | 0.3776 | 0.0074 |
2455867.5955 | 0.2467 | 3.8237 | 0.0048 | 2455868.5949 | 0.4329 | 0.5862 | 0.0089 | 2455867.5954 | 0.2467 | 0.6749 | 0.0078 | 2455881.7274 | −0.1198 | 0.7378 | 0.0052 | 2455881.7276 | −0.1198 | 0.3727 | 0.0050 |
2455868.5950 | 0.4330 | 4.0575 | 0.0014 | 2455881.5649 | −0.1501 | 0.4587 | 0.0050 | 2455868.5950 | 0.4330 | 0.8013 | 0.0030 | 2455882.7387 | 0.0687 | 0.6529 | 0.0120 | 2455882.7389 | 0.0687 | 0.3096 | 0.0122 |
2455881.5651 | −0.1500 | 4.0841 | 0.0023 | 2455881.5798 | −0.1473 | 0.4551 | 0.0141 | 2455881.5651 | −0.1500 | 0.7125 | 0.0035 | 2455888.7209 | 0.1835 | 0.7202 | 0.0049 | 2455888.7210 | 0.1835 | 0.3609 | 0.0049 |
2455881.5800 | −0.1473 | 4.0662 | 0.0026 | 2455881.5946 | −0.1445 | 0.4413 | 0.0064 | 2455881.5799 | −0.1473 | 0.7114 | 0.0043 | 2455892.6969 | −0.0756 | 0.6567 | 0.0080 | 2455892.6971 | −0.0756 | 0.3329 | 0.0099 |
2455881.5948 | −0.1445 | 4.0545 | 0.0033 | 2455881.6095 | −0.1418 | 0.4362 | 0.0135 | 2455881.5947 | −0.1445 | 0.7006 | 0.0052 | 2455893.7074 | 0.1127 | 0.6821 | 0.0075 | 2455893.7075 | 0.1127 | 0.3441 | 0.0047 |
2455881.6097 | −0.1417 | 4.0402 | 0.0042 | 2455881.6244 | −0.1390 | 0.4287 | 0.0077 | 2455881.6096 | −0.1417 | 0.6987 | 0.0069 | 2455900.6875 | 0.4134 | 0.8189 | 0.0075 | 2455900.6877 | 0.4135 | 0.4316 | 0.0063 |
2455881.6246 | −0.1390 | 4.0255 | 0.0036 | 2455881.6393 | −0.1362 | 0.4173 | 0.0093 | 2455881.6245 | −0.1390 | 0.6893 | 0.0044 | 2455911.6610 | 0.4584 | 0.8345 | 0.0057 | 2455911.6611 | 0.4584 | 0.4278 | 0.0082 |
2455881.6395 | −0.1362 | 4.0084 | 0.0047 | 2455881.6539 | −0.1335 | 0.4129 | 0.0020 | 2455881.6394 | −0.1362 | 0.6861 | 0.0073 | 2455912.6203 | −0.3629 | 0.8583 | 0.0074 | 2455912.6204 | −0.3628 | 0.4601 | 0.0050 |
2455881.6541 | −0.1335 | 3.9959 | 0.0056 | 2455881.6685 | −0.1308 | 0.4136 | 0.0092 | 2455881.6541 | −0.1335 | 0.6806 | 0.0058 | 2455919.5649 | −0.0687 | 0.6601 | 0.0076 | 2455919.5650 | −0.0687 | 0.3246 | 0.0104 |
2455881.6687 | −0.1307 | 3.9808 | 0.0021 | 2455881.6832 | −0.1280 | 0.4107 | 0.0057 | 2455881.6687 | −0.1307 | 0.6726 | 0.0056 | 2455919.5806 | −0.0658 | 0.6615 | 0.0101 | 2455919.5796 | −0.0660 | 0.3160 | 0.0112 |
2455881.6833 | −0.1280 | 3.9622 | 0.0076 | 2455881.6978 | −0.1253 | 0.4064 | 0.0085 | 2455881.6833 | −0.1280 | 0.6657 | 0.0087 | 2455919.5947 | −0.0632 | 0.6539 | 0.0117 | 2455919.5948 | −0.0632 | 0.3128 | 0.0101 |
2455881.6980 | −0.1253 | 3.9496 | 0.0025 | 2455881.7125 | −0.1226 | 0.3926 | 0.0164 | 2455881.6980 | −0.1253 | 0.6482 | 0.0061 | 2455919.6069 | −0.0609 | 0.6510 | 0.0114 | 2455919.6070 | −0.0609 | 0.3162 | 0.0140 |
2455881.7127 | −0.1225 | 3.9351 | 0.0048 | 2455881.7272 | −0.1198 | 0.3862 | 0.0083 | 2455881.7127 | −0.1225 | 0.6463 | 0.0061 | 2455919.6215 | −0.0582 | 0.6572 | 0.0092 | 2455919.6217 | −0.0581 | 0.2988 | 0.0087 |
2455881.7274 | −0.1198 | 3.9171 | 0.0030 | 2455882.7385 | 0.0686 | 0.3482 | 0.0101 | 2455881.7273 | −0.1198 | 0.6407 | 0.0066 | 2455922.6360 | −0.4964 | 0.8478 | 0.0065 | 2455922.6361 | −0.4964 | 0.4338 | 0.0039 |
2455882.7387 | 0.0687 | 3.5467 | 0.0059 | 2455888.7206 | 0.1834 | 0.4150 | 0.0201 | 2455882.7386 | 0.0686 | 0.5016 | 0.0065 | 2455926.6212 | 0.2462 | 0.7505 | 0.0086 | 2455926.6214 | 0.2463 | 0.3917 | 0.0088 |
2455888.7209 | 0.1834 | 3.7327 | 0.0025 | 2455892.6967 | −0.0757 | 0.3329 | 0.0126 | 2455888.7208 | 0.1834 | 0.6285 | 0.0045 | 2455927.6224 | 0.4328 | 0.8066 | 0.0098 | 2455927.6225 | 0.4328 | 0.4227 | 0.0108 |
2455892.6969 | −0.0756 | 3.6782 | 0.0051 | 2455893.7072 | 0.1127 | 0.3696 | 0.0104 | 2455892.6968 | −0.0756 | 0.5418 | 0.0128 | 2455931.6091 | 0.1757 | 0.7170 | 0.0067 | 2455931.6092 | 0.1757 | 0.3588 | 0.0071 |
2455893.7074 | 0.1127 | 3.6233 | 0.0062 | 2455900.6873 | 0.4134 | 0.5663 | 0.0066 | 2455893.7073 | 0.1127 | 0.5509 | 0.0072 | ||||||||
2455900.6875 | 0.4134 | 4.0396 | 0.0048 | 2455911.6608 | 0.4583 | 0.5911 | 0.0063 | 2455900.6874 | 0.4134 | 0.7927 | 0.0068 | ||||||||
2455911.6610 | 0.4584 | 4.0806 | 0.0023 | 2455912.6201 | −0.3629 | 0.6577 | 0.0056 | 2455911.6609 | 0.4584 | 0.8116 | 0.0054 | ||||||||
2455912.6203 | −0.3629 | 4.2621 | 0.0061 | 2455919.5647 | −0.0688 | 0.3442 | 0.0165 | 2455912.6202 | −0.3629 | 0.8832 | 0.0077 | ||||||||
2455919.5649 | −0.0687 | 3.6346 | 0.0062 | 2455919.5793 | −0.0660 | 0.3317 | 0.0183 | 2455919.5648 | −0.0687 | 0.5022 | 0.0125 | ||||||||
2455919.5816 | −0.0656 | 3.6206 | 0.0063 | 2455919.5944 | −0.0632 | 0.3344 | 0.0118 | 2455919.5805 | −0.0658 | 0.5072 | 0.0098 | ||||||||
2455919.5946 | −0.0632 | 3.6030 | 0.0111 | 2455919.6066 | −0.0610 | 0.3326 | 0.0126 | 2455919.5946 | −0.0632 | 0.4904 | 0.0152 | ||||||||
2455919.6068 | −0.0609 | 3.5938 | 0.0103 | 2455919.6213 | −0.0582 | 0.3053 | 0.0177 | 2455919.6067 | −0.0609 | 0.4928 | 0.0126 | ||||||||
2455919.6215 | −0.0582 | 3.5778 | 0.0056 | 2455922.6358 | −0.4965 | 0.5951 | 0.0057 | 2455919.6214 | −0.0582 | 0.4911 | 0.0056 | ||||||||
2455922.6360 | −0.4964 | 4.1270 | 0.0054 | 2455926.6210 | 0.2462 | 0.4516 | 0.0113 | 2455922.6359 | −0.4964 | 0.8262 | 0.0065 | ||||||||
2455926.6211 | 0.2462 | 3.8209 | 0.0048 | 2455927.6222 | 0.4328 | 0.5737 | 0.0143 | 2455926.6211 | 0.2462 | 0.6892 | 0.0083 | ||||||||
2455927.6223 | 0.4328 | 4.0375 | 0.0060 | 2455931.6089 | 0.1757 | 0.3997 | 0.0097 | 2455927.6223 | 0.4328 | 0.8152 | 0.0090 | ||||||||
2455931.6091 | 0.1757 | 3.7166 | 0.0021 | 2455931.6090 | 0.1757 | 0.6286 | 0.0046 |
Footnotes
- *
Based on observations made with the NASA/ESA Hubble Space Telescope, obtained at the Space Telescope Science Institute, which is operated by the Association of Universities for Research in Astronomy, Inc., under NASA contract NAS 5-26555. These observations are associated with programs #11726, #12302, and #13019. This work is also based on observations obtained with XMM-Newton, an ESA science mission with instruments and contributions directly funded by ESA Member States and the USA (NASA).
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