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ROSSI X-RAY TIMING EXPLORER OBSERVATIONS OF THE LOW-MASS X-RAY BINARY 4U 1608–522 IN THE UPPER-BANANA STATE

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Published 2011 August 11 © 2011. The American Astronomical Society. All rights reserved.
, , Citation Hiromitsu Takahashi et al 2011 ApJ 738 62 DOI 10.1088/0004-637X/738/1/62

0004-637X/738/1/62

ABSTRACT

To investigate the physics of mass accretion onto weakly magnetized neutron stars (NSs), 95 archival Rossi X-Ray Timing Explorer data sets of an atoll source 4U 1608–522, acquired over 1996–2004 in the so-called upper-banana state, were analyzed. The object meantime exhibited 3–30 keV luminosity in the range of ≲ 1035–4 × 1037 erg s−1, assuming a distance of 3.6 kpc. The 3–30 keV Proportional Counter Array spectra, produced one from each data set, were represented successfully with a combination of a soft and a hard component, the presence of which was revealed in a model-independent manner by studying spectral variations among the observations. The soft component is expressed by the so-called multi-color disk model with a temperature of ∼1.8 keV, and is attributed to the emission from an optically thick standard accretion disk. The hard component is a blackbody (BB) emission with a temperature of ∼2.7 keV, thought to be emitted from the NS surface. As the total luminosity increases, a continuous decrease is observed in the ratio of the BB luminosity to that of the disk component. This property suggests that it gradually becomes difficult for the matter flowing through the accretion disk to reach the NS surface, presumably forming outflows driven by the increased radiation pressure. On timescales of hours to days, the overall source variability was found to be controlled by two independent variables: the mass accretion rate and the innermost disk radius, which changes both physically and artificially.

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1. INTRODUCTION

It has long been known that low-mass X-ray binaries (LMXBs), namely close binaries involving neutron stars (NSs) without strong magnetic fields, emit thermal type spectra when they are luminous (≳ 1036 erg s−1). In the 1970s, their spectra were often modeled empirically in terms of simple thermal Bremsstrahlung, without much physical basis. As observations made progress, it gradually became clear that this simple empirical modeling is in fact inadequate, and at least two components are needed to describe wide-band (typically 2–30 keV) LMXB spectra. Today, a canonical model (sometimes called "Eastern model") interprets the X-ray spectra of a luminous LMXB as originating from two major emission regions: the surface of the NS (or often called "boundary layer") and an accretion disk around it (Mitsuda et al. 1984).

The Eastern model was constructed based on Tenma observations of luminous LMXBs (Mitsuda et al. 1984, 1989; Makishima et al. 1989), particularly considering intensity-correlated spectral changes. When an LMXB becomes brighter on a timescale of ∼1000 s, its spectrum hardens in energies from ∼2 to ∼10 keV, but the spectral shape in the hardest range (above 10 keV) stays constant. A difference between a pair of spectra with different intensities generally takes a form of a blackbody (BB) spectrum, the intensity of which changes but the shape (i.e., the temperature) is approximately constant. This BB component has a temperature of ∼2 keV, which is close to the Eddington temperature, 2.0 keV, for an NS of ∼1.4 M mass (with M being the solar mass) and 10 km radius. In addition, the area of its emission region is inferred to be a fraction of the surface area of such an NS. Therefore, the BB component has been ascribed successfully to the NS surface emission. Indeed, every spectrum observed from these sources was reproduced by a sum of this BB component and an additional soft component. The soft component was approximated first by a softer BB of ∼1 keV temperature, but later, much better by a particular superposition of BB spectra, called "disk blackbody" or "multi-color disk" (MCD) emission (Mitsuda et al. 1984; Makishima et al. 1989), as predicted by the optically thick standard accretion disk model (Shakura & Sunyaev 1973).

While the Eastern model thus provides a promising ground to understand the physics of mass accretion in luminous LMXBs, their complex spectral and intensity variations have often been described in a purely empirical manner using "color–color" diagrams and other similar methods. As a result, such empirical classifications as "Z sources" and "atoll sources" have been created, together with various "branches" on these empirical diagrams (e.g., Hasinger & van der Klis 1989). These primitive descriptions are waiting to be replaced by more physically meaningful ones, using the Eastern model.

After the launch in 1995, the Rossi X-Ray Timing Explorer (RXTE; Bradt et al. 1993) has observed many LMXBs a huge number of times. With the largest effective area and the highest timing resolution ever achieved, RXTE is indeed very suitable to the study of spectral variations of LMXBs. On timescales of milliseconds to seconds, Gilfanov et al. (2003) and Revnivtsev & Gilfanov (2006) carried out such studies using the RXTE data, and revealed that the variation is carried by a rather hard BB-like emission component with a temperature of ∼2–3 keV. These results reinforce the validity of the Eastern model and encourage us to attempt its extensive application to the RXTE data of LMXBs. We thus hope to understand the spectral variations of LMXBs as a whole using a physical model (based on the Eastern description).

As the first of a series of our planned publications, the present paper deals with the so-called upper-banana state of 4U 1608–522, which is one of the most frequently observed atoll sources by RXTE. Section 2 describes 414 RXTE data sets of this LMXB, 95 of which are selected for use in the present paper. In Section 3.1, we select four representative spectra out of the 95 data sets, and analyze their intensity-correlated spectral changes to reconstruct the Eastern model. The derived model parameter values are examined in Section 3.2, followed by Section 3.3 where the model is applied to all the 95 energy spectra and relations among the obtained physical parameters are studied. As a reconfirmation of our approach, we calculate in Section 3.4 the effective degrees of freedom involved in the variability, the results of which are physically interpreted in Section 3.5. As discussed in Section 4, the results give full support to the Eastern model and lead to a finding of mass outflows as the source becomes luminous.

2. OBSERVATIONS AND DATA REDUCTION

Our target object 4U 1608–522 is an LMXB with a recurrent transient characteristic, exhibiting occasional outbursts. As the X-ray intensity evolves through these outbursts, the source is known to take all three spectral states of atoll sources (Hasinger & van der Klis 1989), namely, island, lower-banana, and upper-banana states, in the increasing order of the source intensity (Muno et al. 2002; Gierliński & Done 2002a). In the island and lower-banana states, a hard tail appears in the spectra presumably due to Comptonization by hot electrons, the temperature of which is of the order of several tens keV (Gierliński & Done 2002b). In the present paper, we analyze only the data in the upper-banana state, where the spectrum takes the thermal-shape characteristic of luminous LMXBs. The original paper by Mitsuda et al. (1984) also utilized 4U 1608–522, when the source was presumably in the upper-banana state. The source distance is assumed to be 3.6 kpc (Nakamura et al. 1989).

Although RXTE has observed many outbursts from 4U 1608–522, we limit the present study to those data sets which were obtained from the launch of RXTE (1995 December) to the end of 2004 August, when the brightest and the second brightest outbursts were recorded. During the period, 414 pointing observations of 4U 1608–522 were conducted with the Proportional Counter Array (PCA; Jahoda et al. 1996). Although some of the five Proportional Counter Units (PCUs) of the PCA were turned off in some observations, PCU2 alone was always operational. In order to avoid systematic differences among different PCUs, we utilized the PCU2 data only because the source in the upper-banana state is very bright (typically ∼1000 counts s−1 per PCU) and hence statistical errors are usually negligible. We employed "Standard-2" data, the time resolution of which is 16 s, since they are most accurately calibrated and suitable for spectral analysis. The data were filtered in the standard manner for bright sources, and were corrected for dead times in the standard way. The PCA background was estimated for each data set by PCABACKEST version 3.0. To remove Type I bursts, we excluded those time regions when the background-subtracted source count rates (per 16 s) are outside 50%–200% of the average over each observation.

After the subtraction of the modeled background, we calculated color–color diagrams (CCDs) and hardness-intensity diagrams (HIDs) of 4U 1608–522 using data points averaged over 128 s. In this paper, the soft and hard colors refer to 6–10 keV versus 2.5–6 keV source count ratios and those in 10–30 keV versus 6–10 keV, respectively. The intensity used for HIDs refers to an energy band of 2.5–30 keV in the unit of the Crab Nebula count rate. As described in Jahoda et al. (2006), the overall PCA operation history is divided into five epochs according to differences in the high-voltage settings. As a result, CCDs and HIDs need to be produced separately for different epochs. Figure 1 representatively shows the obtained CCD and HIDs of 72 observations in the entire epoch 3. Here, we excluded faint data points the intensities of which are less than 10 counts s−1 PCU2−1 (≲ 3 × 1035 erg s−1 for 3.6 kpc).

Figure 1.

Figure 1. CCD (panel a), soft HID (panel b), and hard HID (panel c) of 4U 1608–522 in epoch 3, with the time bin of 128 s. The utilized energy bands are described in the text. Four arrows indicate the data sets analyzed in Section 3.1 (Table 1).

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In the CCD of Figure 1, the count rate increases from top through lower left to lower right, with each part corresponding to the island, lower-banana, and upper-banana states, respectively. On the HIDs, the data points form many vertical-line-like features or stripes. The source traces these stripes on a timescale of days, and moves horizontally on much longer timescales. The former causes the source motion within a single state on the CCD, while the latter leads to transitions among the three states. The hard color is higher in the island state and decreases in the banana states. The present paper focuses on the upper-banana state, which is defined here as those data sets with the 3–30 keV source intensity exceeding 0.4 Crab. We applied the same criteria to the data from the other four epochs. When summed over the five epochs, the selected data sets reach 95 in number, with their 3–30 keV luminosities spanning a range of (1–4) × 1037 erg s−1. Some of these data sets were already analyzed with the Eastern model by Gierliński & Done (2002b), Gilfanov et al. (2003), and Lin et al. (2007).

For each data set in the upper-banana state, we accumulated the Standard-2 data into a single 3–30 keV spectrum, with a typical exposure of several kiloseconds. Then, the modeled background mentioned above was subtracted. However, this method is known to cause slight (several percents) oversubtraction of the background.3 This effect was compensated for by rescaling the background spectrum up to 10%, so that its count rate matches that of the on-source data in the hardest 60–100 keV energy range, where the signal count is considered negligible. Since the source count was detected significantly up to 30 keV, we hereafter analyze the total 95 energy spectra in the energy range of 3–30 keV. The PCU2 response matrix was created for each observation using PCARSP version 10.1. In order to take into account calibration uncertainties, we add 1% and 7% systematic errors to each energy bin of the source and background spectra, respectively.

3. DATA ANALYSIS AND RESULTS

3.1. Comparison of Energy Spectra

In comparison with the previous work by Mitsuda et al. (1984), we first examine relatively slow (≳ 103 s) spectral variations along the upper-banana state of 4U 1608–522. For this purpose, we selected four representative spectra, hereafter Spec A through Spec D, obtained at the most luminous (several times 1037 erg s−1) end (i.e., the right side) of the HIDs. Three of them (Spec A, Spec B, and Spec C) come from the same vertical line, while the other is located on a different line. Their observation IDs, average intensities, and soft/hard colors are summarized in Table 1, while their locations on the hard HID are indicated in Figure 1. These spectra and their ratios to their average spectrum are shown in Figure 2.

Figure 2.

Figure 2. Four energy spectra (panel a) shown in Table 1 and Figure 1(c), and their intensity ratios to their average (panel b). The energy spectra are shown without removing the detector response.

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Table 1. Four Spectra Analyzed Circumstantially in the Upper-banana State

Spectrum Observation Count Rate Color
  ID (Crab) Softa Hardb
Spec A 30062-03-01-02 1.07 0.43 0.29
Spec B 30062-03-01-01 1.03 0.41 0.26
Spec C 30062-03-01-00 0.95 0.40 0.25
Spec D 30062-03-01-04 0.78 0.42 0.27

Notes. aThe soft color refers to the source count ratio of 6–10 keV/2.5–6 keV. bThe same as the soft color but the ratio of 10–30 keV/6–10 keV counts.

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In Figure 2, the brightest (Spec A) and the second brightest (Spec B) spectra of the four are selected from the same vertical line in the HID. By comparing them, it is clear that the intensity in the hard energy band changes significantly, while that in the soft band is kept constant. Moreover, in energies above ∼15 keV, their ratios saturate as a function of energy. As originally proposed by Mitsuda et al. (1984), these results can be explained when the spectra consist of a variable hard component that dominates in ≳ 15 keV energy band and a stable soft component, and the normalization (but not the shape) of the former changes between the two spectra. Indeed, the difference spectrum between them, shown in Figure 3 as Spec 1, is represented successfully by a BB model the temperature of which is kTBB ∼ 2.5 keV. The obtained best-fit parameters are summarized in Table 2. Although the derived absorption column density, ∼3 × 1023 cm−2, is significantly higher than that reported previously (0.8 × 1022 cm−2; Grindlay & Liller 1978; Rutledge et al. 1999), the difference may be attributed to slight changes in the assumed stable soft component (as assessed later in this subsection), and/or those in kTBB. These results reconfirm the achievements with Tenma (Mitsuda et al. 1984) and Ginga (Makishima et al. 1989).

Figure 3.

Figure 3. Difference spectrum (Spec 1) between the brightest (Spec A) and the second brightest (Spec B) spectra in Figure 2. It is successfully represented by an absorbed BB model with a temperature kTBB ∼ 2.5 keV (lower histogram). The fit residuals are shown in the bottom panels. If the absorption is fixed at 0.8 × 1022 cm−2, the model overpredicts the data below 7 keV (upper histogram).

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Table 2. Model Fit Results to the Difference Spectra Calculated from Those in Table 1a

Spectrum Model NHb kTBBc kTinc χ2/dof
Spec 1 BB 27+12− 11 2.5 ± 0.1  ⋅⋅⋅ 20/58
(A − B)          
Spec 2 BB <0.3 1.27 ± 0.02  ⋅⋅⋅ 47/58
(C − D) MCD 1.8 ± 1.2  ⋅⋅⋅ 1.7 ± 0.1 29/58

Notes. aAll the errors are single-parameter 90% confidence limits. bThe absorption column density in the unit of 1022 cm−2. cTemperatures are all in the unit of keV.

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From the above results, we consider that the harder part of the spectrum is carried by a "hard component" which is approximated by a kTBB ∼ 2.5 keV BB. Its variation (in normalization rather than in kTBB; Makishima et al. 1989) causes significant changes in the hard color, but does not affect the intensity very much because the total source counts are dominated by softer photons. This explains the formation of the vertical stripes in the hard HID of Figure 1. This hard component is most naturally attributed to optically thick emission from the NS surface because the measured temperature agrees with the local Eddington temperature of a 1.4 M NS, or ∼2.0 keV.

Contrary to the above case, the other two spectra, the faintest spectrum (Spec D) and the second faintest one (Spec C) which lie on a pair of stripes adjacent to each other, differ mainly in the soft energy band, with the hard energy end kept almost constant. This suggests that the source variation in this case is carried by a soft spectral component which is presumably identified as the stable component suggested by Spec A and Spec B. To constrain its spectral shape, we derived the difference spectrum (denoted Spec 2) between Spec C and Spec D, and show the results in Figure 4. Clearly, this difference spectrum is much softer than the previous one (Spec 1), in agreement with the inference derived from the spectral ratios. This Spec 2 can be reproduced by either an MCD model (kTin ∼ 1.7 keV) or a BB (kTBB ∼ 1.3 keV), but as shown in Table 2, the former is more successful and gives a more reasonable absorption. We hence consider that the "soft component" is approximated by an MCD model with kTin ∼ 1.7 keV.

Figure 4.

Figure 4. Same as Figure 3, but for the difference (Spec 2) between the faintest spectrum (Spec D) and the second faintest one (Spec C) in Figure 2. It is reproduced by either a BB model (panel a, kTBB ∼ 1.3 keV) or an MCD model (panel b, kTin ∼ 1.7 keV), with the absorption column density left free.

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Since the above result supports the Eastern model, the four spectra must be reproduced by a linear combination (though with different weights) of the soft component expressed by a kTin ∼ 1.7 keV MCD, and the hard component identifiable with a kTBB ∼ 2.5 keV BB. Then, adding a narrow Gaussian component to represent an Fe–K emission line at 6–7 keV, we fitted the four spectra with this composite model, denoted MCD+BB+Gau model. The results are shown in Figure 5 and Table 3; there, rin is the innermost radius of the accretion disk for an assumed inclination angle i = 0°, and rBB is that of the BB model assuming a spherical emission region. Thus, all the four spectra have been fitted successfully by the model, and the obtained values of kTin ∼ 1.8 keV and kTBB ∼ 2.7 keV indeed agree with those obtained by the two difference spectra. These two temperatures are also consistent with those found in previous works that employed the Eastern model (Mitsuda et al. 1984; Makishima et al. 1989).

Figure 5.

Figure 5. Same four spectra as presented in Figure 2(a), fitted by an MCD+BB+Gau model with the absorption column density fixed at 0.8 × 1022 cm−2.

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Table 3. Fitting Results of the Four Original Spectra in Table 1 with the MCD+BB+Gau Modela

Spectrum MCD BB Gaub  
  kTinc rind kTBBc rBBe Cen. Ene.f Normg χ2/dof
Spec A 1.84+0.03− 0.04 4.1+0.1− 0.2 2.67 ± 0.04 1.5 ± 0.1 6.6 ± 0.2 1.9+0.5− 0.4 29/54
Spec B 1.88 ± 0.04 4.0+0.1− 0.2 2.78+0.1− 0.08 1.1 ± 0.1 6.6 ± 0.2 2.0 ± 0.4 41/54
Spec C 1.79 ± 0.04 4.2+0.2− 0.1 2.64 ± 0.08 1.2 ± 0.1 6.6+0.2− 0.1 1.7 ± 0.4 32/54
Spec D 1.84 ± 0.06 3.5+0.3− 0.2 2.7 ± 0.1 1.1+0.2− 0.1 6.6 ± 0.2 1.1+0.4− 0.3 42/54

Notes. aAll the errors are single-parameter 90% confidence limits. The absorption column density is fixed at 0.8 × 1022 cm−2. bThe width of the Gaussian component is not well determined and constraint to be ⩽0.2 keV. cTemperatures are all in the unit of keV. dThe innermost radius in the unit of $\sqrt{\cos i}^{-1}$ km, where i is the inclination angle. eThe radius of the BB emission in the unit of km, assuming the emission comes from the isotropic sphere region. fThe center energy of the Gaussian model, which is limited in the range of 6.4–6.9 keV. gThe normalization of the Gaussian model in the unit of 10−2 photons cm−2 s−1.

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Can we explain these results with alternative modeling? For example, a model proposed by White et al. (1988), often called the "Western" model, assumed that Thomson opacity dominates free–free opacity in the accretion disk and the emission is significantly modified by electron scattering, while the emission from the NS surface is hardly modified and is observed as a simple BB emission. Then, an unsaturated Comptonized emission is expected to dominate all over the energy band, while a soft BB model is added in the intermediate range. This model can actually explain the shape of Spec 2 in terms of variations of the soft BB component. However, Spec 1 is very difficult to explain with this model because its shape is different from those of either component of the model; we would need extreme fine tunings among the parameters of the BB and Comptonized components.

Returning to the Eastern model, a simple simulation was performed to examine the increased absorption issue in Figure 3. Employing the best-fit model to Spec A, we created a fake spectrum to be called Spec A'. Yet another spectrum, named Spec B', was created, in which the BB normalization was reduced to 67% of that of Spec A', and the MCD normalization was set 5% higher than that in Spec A'. These are meant to emulate Spec B within the allowed fit errors in Table 2. Then, the difference between Spec A' and Spec B' was indeed fitted successfully by a single BB model with nearly the same BB temperature as assumed in the input, but with the absorption increased to ∼3 × 1023 cm−2.

3.2. Absolute Values of the Physical Parameters

The Eastern model allows us to assign clear physical meanings to absolute values of the physical parameters obtained by the MCD and BB components. For that purpose, however, we need to convert the measured color temperature kTX (X = "in" or "BB") to the effective temperature kTeffX, using the so-called hardening factor κ as

Equation (1)

Then, the true radius reffX is estimated from the measured value rX as

Equation (2)

The value of κ is numerically estimated as 1.4–1.6 for Type I bursts (Ebisuzaki et al. 1984) and 1.7–2.0 for accretion disks (Shimura & Takahara 1995).

If we adopt κ = 1.7, the observed soft-component parameters of kTin ∼ 1.8 keV and rin ∼ 4 km yields kTeffin ∼ 1.1 keV and reffin ∼ 12 km. Thus, the estimated true radius becomes larger than the NS radius of 10 km. Moreover, the value of reffin is close to the radius of last stable orbit in terms of general relativity, 3Rs = 12.4 km, where Rs ≡ 2GM/c2 is the Schwarzschild radius, G is the gravitational constant, M is the NS mass, and c is the light speed. As to the BB component, kTBB ∼ 2.7 keV and rBB ∼ 1.2 km yields kTeffBB ∼ 1.8 keV and reffBB ∼ 2.7 km, assuming κ ∼ 1.5 (London et al. 1986; Ebisuzaki 1987). The estimated kTeffBB is close to the local Eddington temperature (2.0 keV) of a 1.4 M NS, suggesting that the BB emission arises from a region on the NS surface. In addition, reffBB is smaller than 10 km, when assuming isotropic emission from a spherical source. Therefore, as previously suggested by Mitsuda et al. (1984), the BB component can be regarded as being emitted from an equatorial zone of the NS, where the accretion disk contacts the surface.

3.3. Relations among the Model Parameters

From the above spectral analysis, it has been confirmed that the Eastern (MCD+BB+Gau) model successfully reproduces the selected four spectra in the upper-banana state, and yields physically reasonable interpretations. Given these, we applied the MCD+BB+Gau model to the 95 spectra in the upper-banana state, and obtained χ2/dof of <1.4 for all of them. Therefore, we regard the Eastern model as applicable to all the present data sets.

Figure 6 summarizes the relation among the unabsorbed disk bolometric luminosity Ldisk, the unabsorbed BB bolometric luminosity for isotropic emission LBB, and their sum LtotLdisk + LBB, as well as the temperatures and radii. Here, Ldisk is calculated assuming a face-on disk (i.e., the inclination angle i = 0°) as

Equation (3)

where the first factor of 2 means emission from the two sides of the disk, σ is the Stefan–Boltzmann constant, and T(r) is the disk temperature at the radius r.

Figure 6.

Figure 6. (a) Relations of the MCD luminosity (Ldisk) and the BB luminosity (LBB) as a function of LtotLdisk + LBB in the upper-banana state. Each data point represents one of the 95 observations. The three dashed lines show 0.7 Ltot, 0.5 Ltot, and 0.3 Ltot, from top to bottom. (b) The same as (a) but for the temperatures and radii of the MCD and BB models.

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In Figures 6(a), both Ldisk and LBB are seen to increase as Ltot increases from 1 × 1037 to 4 × 1037 erg s−1. However, a closer inspection reveals that Ldisk varies more steeply than LBB. Actually, the data behavior in Figure 6(a) can be approximated as

Equation (4)

As a result, the ratio between LBB and Ldisk decreases from 0.6 to 0.4 as Ltot increases by a factor of four, in agreement with previous reports (Gilfanov et al. 2003; Revnivtsev & Gilfanov 2006). Similarly, Figure 6(b) shows the luminosity dependences of the temperature and radius parameters, derived in the same way as in Section 3.1, and presented without applying any of the correction factors mentioned in Section 3.2. The relations are approximated as

Equation (5)

Instead of Ltot, we may utilize the mass accretion rate $\dot{M}$, which can be estimated in the following way. Generally, the accreting matter releases energy at a rate of ${\it GM}\dot{M}/r_{\rm in}$, as it flows through the disk down to the innermost radius rin. According to the picture of the standard accretion disk, a half of this luminosity is radiated away in the accretion disk as $L_{\rm disk} = \frac{1}{2} \frac{{\it GM}\dot{M}}{r_{\rm in}}$, and the other half is stored in the Keplerian kinetic energy. Therefore, the mass accretion rate is estimated as

Equation (6)

This relation remains valid even if rin varies, as long as the disk stays in the standard state. Figure 7 shows the same physical parameters as presented in Figure 6, but this time, as a function of $\dot{M}$ estimated via Equation (6), where the unit of $\dot{M}$ is arbitrary.

Figure 7.

Figure 7. Same as Figure 6, but shown as a function of the estimated mass accretion rate $\dot{M}$. The three dashed lines illustrate dependences as $L_{\rm disk} \propto \dot{M}$, $r_{\rm in} \propto \dot{M}^{0}$, and $kT_{\rm in} \propto \dot{M}^{0.25}$.

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In the case of a standard accretion disk, Ldisk and kTin are expected to be proportional to $\dot{M}$ and $\dot{M}^{0.25}$, respectively (e.g., Makishima et al. 1986; Ebisawa et al. 1993; Tanaka & Shibazaki 1996), as long as rin is kept constant. Indeed, in the range of $\dot{M} \lesssim 300$ (corresponding to Ltot ≲ 1.5 × 1037 erg s−1), Figure 7 reveals tight scalings as

Equation (7)

which agree, within errors, with the predictions for standard disks. This result is consistent with that reported by Lin et al. (2007).

As the accretion rate $\dot{M}$ increases to ≳ 300 in Figure 7, the disk parameters start deviating from the scalings of Equation (7), and follow new relations approximated as

Equation (8)

Thus, the inner disk radius rin apparently starts "retreating," with increasing fluctuations, but the increase in rin is compensated by the flattering in kTin. As a result, Ldisk starts to weakly saturate, instead of increasing in proportion to $\dot{M}$.

Turning to the BB parameters, we find kTBB rather stable, with a weak positive dependence on $\dot{M}$. On the contrary, rBB exhibits a large scatter, which causes similar scatter in LBB. The $\dot{M}$ dependence of these BB parameters can be approximated as

Equation (9)

This BB behavior is the same as previously reported (Mitsuda et al. 1984; Gilfanov et al. 2003; Revnivtsev & Gilfanov 2006). We also find that kTBB is always higher than kTin, and rBB is smaller than rin. These relations are consistent with the basic assumptions of the Eastern model; the BB emission comes from the NS surface, while the MCD component from the surrounding accretion disk.

3.4. Effective Degrees of Freedom Causing Spectral Variability

We have so far described the energy spectra and their variations in terms of the four quantities, kTin, rin, kTBB, and rBB. However, it is not yet clear how many of them can be regarded as independent variables (with the rest depending on them). In other words, we need to know how many degrees of freedom are involved in the observed spectral variations in the upper-banana state. This can be done by applying "fractal dimension analysis" (e.g., Matsumoto et al. 2005) to the four model parameters.

For this purpose, let us define a four-dimensional vector space spanned by the four variables, Y1 = kTin, Y2 = rin, Y3 = kTBB, and Y4 = rBB, wherein each data set is represented by a vector

with i = 1, 2, ... 95 denoting the data number. Let us also define the average vector $\langle \vec{V} \rangle = \Sigma _{i=1}^{95} \vec{V(i)}/95 \equiv \left\lbrace \langle Y_1 \rangle, \langle Y_2 \rangle, \langle Y_3 \rangle, \langle Y_4 \rangle \right\rbrace$, and the zero-mean vectors, $\vec{v(i)} = \vec{V(i)} - \langle \vec{V} \rangle \equiv \left\lbrace y_1(i), y_2(i), y_3(i), y_4(i) \right\rbrace$ with yk(i) ≡ Yk(i) − 〈Yk〉. Then, a "distance" D(i) of the vector $\vec{v(i)}$, measured from the origin, is calculated as

Equation (10)

where σk = [∑95i = 1yk(i)2/94]1/2 is the standard deviation in yk(i) around the origin (or in Yk(i) around its mean 〈Yk〉). Finally, we calculate the number N(< D) of those data points the distance D(i) of which is less than a given value D.

Figure 8 shows the normalized data point number N(< D)/95 from Equation (10) as a function of D, over the range of N/95 = 0.2–0.8 (or N = 23–76). If the variations are controlled by n(1 ⩽ n ⩽ 4) independent parameters, we expect the vectors $\vec{v(1)}, \vec{v(1)}, \ldots \vec{v(95)}$ to form an n-dimensional subspace in the vector space, so that N(< D) should increase as ∝Dn. Indeed, Figure 8 reveals a tight power-law relation as

Equation (11)

Since this result is consistent with n = 2, we infer that the spectral behavior in the upper-banana state of 4U 1608–522 has effectively two degrees of freedom.

Figure 8.

Figure 8. Results of the fractal dimension analysis of the four model parameters (kTin, rin, kTBB, and rBB) over the 95 data sets. See the text for details.

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3.5. Fluctuations Independent of the Total Luminosity

Of the two independent variables describing the spectral variability (Section 3.4), one is obviously the total luminosity Ltot, or nearly equivalently, the mass accretion rate $\dot{M}$. Actually in Figure 6 (or Figure 7), the four quantities are all observed to depend primarily on Ltot (or $\dot{M}$). However, they show significant scatters around the Ltot-dependent correlation, so that none of them can be regarded as a single-valued function of Ltot (or $\dot{M}$). This is consistent with the presence of the second degree of freedom revealed in Section 3.4. In order to identify what is causing this extra freedom, we remove the Ltot dependence from the behavior of the four model parameters, and study the residual variations.

To eliminate the major Ltot dependence from the physical parameters, we calculated their de-trended counterparts Z'(i) (Z = Ldisk, LBB, kTin, rin, kTBB, and rBB), employing Equations (4) and (5), as

Equation (12)

Equation (13)

Equation (14)

(As the de-trending parameter, we chose Ltot rather than $\dot{M}$ because the latter is less directly estimated from the data.) Absolute values of the de-trended parameters are not meaningful, and we hereafter consider their relative values only. Since r'in shows the largest variation among them, we plot in Figure 9 the de-trended parameters as a function of r'in. Table 4 also summarizes those of Spec A to D in Section 3.1. From the behavior of the de-trended luminosities, the data points can be divided into two branches; one has almost constant luminosities as r'in varies, while the other is characterized by significant r'in-dependent variations both in L'disk and L'BB. Hereafter, the two branches are denoted as "constant-luminosity branch (CLB)" and "variable-luminosity branch (VLB)," respectively. The two branches may connect at r'in ∼ 0.85, rather than behaving independently from each other.

Figure 9.

Figure 9. Same as Figure 6, but for the physical parameters from which the Ltot dependence was removed via Equations (12)–(14). They are plotted as a function of the de-trended innermost radius of the accretion disk r'in. Dashed lines indicate the relations of r'inp, with p = −1.0, −0.75, −0.5, 1.0, and 2.0. The L'disk parameters of Spec A to D in Table 4 are also indicated.

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Table 4. De-trended Parameters of Spec A to D After Eliminating the Ltot Dependence in Figure 9a,b

  L'disk L'BB kT'in r'in kT'BB r'BB
Spec A 1.69 1.11 1.43 0.97 1.58 1.15
Spec B 1.96 0.75 1.49 0.96 1.65 0.86
Spec C 1.93 0.80 1.44 1.04 1.58 0.97
Spec D 1.90 0.85 1.53 0.88 1.64 0.92

Notes. aSee Equation (14) for the Ltot dependence eliminated here. bAbsolute values of the de-trended parameters are not meaningful.

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In the CLB, the de-trended BB luminosity stays nearly constant at L'BB ∼ 0.8, so do the two BB parameters, kT'BB ∼ 1.6 and r'BB ∼ 0.9. Similarly, the de-trended disk luminosity remains at L'disk ∼ 0.9. As a result, the CLB data points are distributed in Figure 6(a) along the major correlation trends. Nevertheless, r'in varies by ∼ ± 20%, accompanied by a clear decrease in the de-trended disk temperature as kT'inrin−0.5. (This scaling is a natural consequence of the constant L'disk and the relation of L'diskr'in2T'in4.) There are two possibilities to explain this r'in behavior. One is real changes in rin and the other is variations in the color hardening factor κ of the disk. Since L'disk is kept constant in the CLB, the latter case may be more likely. Specifically, the observed behavior will be explained if some unspecified mechanisms (possibly related to vertical structure changes in the disk) caused κ to increase by ∼10% while somehow keeping the effective temperature of the disk and its true radius constant; the observed color temperature kT'in would then increase by ∼10% according to Equation (1), and the apparent disk radius r'in would decrease by ∼20% after Equation (2), thus reproducing the observation.

In the VLB, r'in varies over a relatively small range (∼ ± 10%), whereas the two luminosities both vary significantly in an anti-correlated way; L'disk decreases from 1.9 to 1.5 as ∝r'in−1, while L'BB increases from 0.8 to 1.2 as ∝r'in2. This complementary behavior between the MCD and BB components appears in Figure 6 as the large fluctuations away from the major trend, where the data points reach a level of LdiskLBB ∼ 0.5Ltot. (This behavior cannot be a fitting artifact caused by strong couplings between the two spectral components, since the nominal fitting errors are not particularly larger in the VLB and are generally smaller than/comparable to the size of the plotting symbols in Figure 6 and Figure 7.) Since kT'BB is almost constant (or only slightly decreasing) like in the CLB, the increase of L'BB is mainly caused by that of r'BB from 0.9 to 1.2 as ∝r'in1. We again observe kT'in to decrease like in the CLB, but with a different r'in dependence which is approximated as ∝r'in−0.75. This is exactly the behavior of a standard accretion disk (Shakura & Sunyaev 1973) when its radius varies under a constant $\dot{M}$ because we then expect $\dot{M} \propto r_{\rm in}^3 T_{\rm in}^4$ (Equation (6)). This also explains the observed disk luminosity behavior, as L'diskr2inTin4r'in−1. Obviously, the increase in the disk radius under a constant $\dot{M}$ predicts that a larger fraction of the overall gravitational energy release should be emitted by the BB component; in fact, along the full VLB in Figure 7(b), L'disk is seen to decrease by ∼0.3 in the employed arbitrary unit, while L'BB to increase by ∼0.3, thus conserving the total luminosity. In other words, the VLB is characterized by actual changes in the innermost disk radius.

Based on these correlation analyses among the de-trended spectral parameters, we conclude that the second independent variable (besides $\dot{M}$; Section 3.4) causing the variability in the upper-banana state can be ascribed to sporadic changes in r'in (or in rin). However, this r'in variability is likely to be further subdivided into two different mechanisms under a constant $\dot{M}$: one is an apparent effect due to variations in κ of the disk and the other is real changes.

As shown in Figure 9 and Table 4, the L'disk parameters of Spec B, C, and D locate on the CLB line, while that of Spec A locates on the VLB line. Therefore, we consider that the hard/soft-band differences of Spec A/B and C/D observed in Figure 2 are mainly attributed to the VLB and CLB variation, respectively. On the other hand, the de-trended parameters of Spec B and C are similar, and the variability between them observed over the entire 3–30 keV band is thought to be dominated by the $\dot{M}$ change.

4. DISCUSSION AND CONCLUSION

4.1. The Eastern Model

Through the analysis of the RXTE spectra of the atoll source 4U 1608–522 in its upper-banana state, we have confirmed that both time-averaged and difference energy spectra can be reproduced successfully by the Eastern (MCD+BB+Gau) model. Considering the hardening factor, the effective temperature and radius of the MCD component were obtained as kTeffin ∼ 1.1 keV and reffin ∼ 12 km, respectively. The radius is larger than the representative NS radius, 10 km, and is consistent with the last stable orbit, 3Rs = 12.4 km, allowed by general relativity. This result agrees with the picture of a standard accretion disk which is formed around an NS. The BB parameters were found as kTeffBB ∼ 1.8 keV and reffBB ∼ 2.7 km, assuming isotropic emission from a spherical source. The temperature is close to the local Eddington temperature (2.0 keV) at the NS surface, and the radius is smaller than 10 km. Then, the BB component can be regarded as being emitted from an equatorial zone of the NS, as previously suggested by Mitsuda et al. (1984).

4.2. Saturation of the Blackbody Luminosity

According to the picture of standard accretion disks, half of the released gravitational energy is radiated from the accretion disk (Ldisk), and the other half is stored in the Keplerian kinetic energy and emitted (LBB) when the matter settles onto the NS surface. Then, we expect LBB to be proportional to Ldisk, and hence the LBB/Ldisk ratio to be constant. Indeed, Ldisk was found to increase almost linearly with the total luminosity Ltot (Figure 6(a)). However, the same figure reveals that LBB increases less steeply, making the LBB/Ldisk ratio decrease from 0.6 to 0.4 as Ltot increases from 1 × 1037 to 4 × 1037 erg s−1.

We may think of two possibilities to explain the observed relative decrease of LBB. One is that the accreting matter reaches the NS surface and emits LBB which is equivalent to the Keplerian energy (i.e., ∝Ldisk), but we cannot observe all the emission because its wavelength shifts outside the PCA energy band (3–30 keV), or the geometrical angle of the emission moves from our line of sight. However, we have not observed any hint of extra emission in the softest or hardest energy ends of the PCA spectra. In addition, other sources, which are thought to have different inclination angles, are also reported to show the same behavior of the decreasing LBB/Ldisk ratio (Revnivtsev & Gilfanov 2006). Therefore, this possibility is unlikely.

The other possibility is that the accreting matter flows all the way through the disk down to its inner radius that is close to the NS surface, but a progressively larger fraction fails to accrete onto the NS surface. If the accretion-failed matter stayed around the NS away from the surface (e.g., an expansion of the boundary layer), it would accumulate to become optically thick, eventually producing detectable emission. This would lead to a decrease in kTBB because the emission radius should increase. As shown in Figure 6 and Equation (5), however, this is not the case; the kTBB value stays almost constant (or rather increases) as the total luminosity increases. Then, a fraction of the matter must be outflowing and escaping from the system without releasing its kinetic energy as emission. Although the observed Ltot ∼ 4 × 1037 erg s−1 is only ∼20% of the Eddington luminosity for a 1.4 M NS, the observed value of kTeffBB ∼ 1.8 keV is already close to the spherical Eddington temperature at 10 km (2.0 keV). Considering further the non-spherical geometry of the disk, and the disk radius which is possibly larger than 10 km, the putative outflow is likely to be driven by increased radiation pressure in the innermost disk region. The presence of such outflows is indeed suggested by detections of broad absorption features from LMXBs (Schulz & Brandt 2002; Ueda et al. 2004), black hole binaries (Kotani et al. 2000; Yamaoka et al. 2001; Kubota et al. 2007), and active galactic nuclei (Pounds et al. 2003a, 2003b).

Assuming that the decrease in LBB/Ldisk from 0.6 to 0.4 is due to outflows, about (0.6 − 0.4)/0.6 ∼ 30% of the accreting matter is estimated to escape from the system at a typical luminosity of ∼4 × 1037 erg s−1. Toward lower luminosities, the ratio appears to converge to ∼0.6, rather than 1.0 which would be theoretically expected. This may be attributed to effects due, e.g., to the system inclination, general relativity, and NS rotation (e.g., Sunyaev & Shakura 1986). Detailed theoretical discussion on this point is beyond the scope of the present paper.

As indicated by Equation (8), the innermost disk radius rin is observed to increase gradually when the mass accretion rate increases to ≳ 300 in Figure 7, or equivalently, when the total luminosity becomes ≳ 1.5 × 1037 erg s−1 (corresponding to ≳ 7% of the Eddington luminosity). This is unlikely to be an apparent effect caused, e.g., by changes in the hardening factor, since this quantity would increase as the luminosity increases (Gierliński & Done 2004; Davis et al. 2005), and would hence make rin smaller. Therefore, the increase in rin toward higher accretion rates is considered to represent a real retreat of the innermost disk radius. This interpretation may agree with the results by Popham & Sunyaev (2001), who numerically calculated the physical condition of the boundary layer and showed that the disk inner edge retreats back by the increased radiation pressure when the luminosity approaches the Eddington limit.

4.3. Secondary Spectral Variations

The result of the fractal dimension analysis shows that the source variations are controlled by two independent variables. One of them is obviously the mass accretion rate (or nearly equivalently the total luminosity), which produces the major trend in Figure 7 as discussed so far. The other variable is thought to be random changes in the inner disk radius, as represented by the behavior of r'in in the de-trended analysis performed in Section 3.5. As discussed therein, the variations of r'in may be caused by two different mechanisms, corresponding to the CLB and VLB. These two branches are considered to degenerate in the fractal dimension analysis and are difficult to identify as two independent degrees of freedom.

In the CLB, the change in r'in seems to be apparent rather than real, and is considered to reflect fluctuations in the hardening factor of the disk. As a result, the BB parameters remain unchanged, while the MCD parameters vary as kT'inr'in−0.5, keeping the disk luminosity constant (L'diskr'in0). Such variations in the hardening factor may in turn stem, e.g., from fluctuations of the disk height because this would affect the temperature gradient and/or radiative transfer in the vertical direction of the disk.

In the VLB, the change in r'in is considered real (Section 3.5) because we observe a scaling of kT'inr'in−0.75 which agrees with the behavior of a standard accretion disk under a constant $\dot{M}$ and a constant hardening factor. In this branch, the disk is considered to randomly retreat back from its "home position," which is located in Figure 9 around r'in ∼ 0.85 where the CLB and VLB meet. When this takes place, the accreting matter located between the retreated and the home-position radii will fall onto the NS surface without radiating the disk emission, and the gravitational energy it acquires will be released solely as the radiation from the NS surface. Then, Ldisk will decrease while LBB will increase. This can naturally explain the anti-correlation between the MCD and BB luminosities observed in the VLB (Figure 9).

4.4. Conclusion

The results of our study can be summarized in the following four points.

  • 1.  
    The physical picture provided by the Eastern model can consistently explain the behavior of 4U 1608–522 in the upper-banana state.
  • 2.  
    When the mass accretion rate increases, some fraction of the matter flowing through the accretion disk starts outflowing, presumably due to an increased radiation pressure.
  • 3.  
    Even at the same accretion rate, the spectral parameter changes randomly on timescales of hours to days, mainly reflecting changes in the innermost disk radius.
  • 4.  
    The change in the disk inner radius is a mixture of real and apparent effects, the former due to sporadic retreat of the disk while the latter due to fluctuations in the color hardening factor.

Facility: RXTE (PCA) - Rossi X-ray Timing Explorer

Footnotes

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10.1088/0004-637X/738/1/62