Revealing a New Black Widow Binary 4FGL J0336.0+7502

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Published 2021 April 20 © 2021. The American Astronomical Society. All rights reserved.
, , Citation Kwan-Lok Li et al 2021 ApJ 911 92 DOI 10.3847/1538-4357/abeb76

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0004-637X/911/2/92

Abstract

We report on the discovery of a promising candidate for a black widow (BW) millisecond pulsar binary, 4FGL J0336.0+7502, which shows many pulsar-like properties in the 4FGL-DR2 catalog. Within the 95% error region of the LAT source, we identified an optical counterpart with a clear periodicity at Porb = 3.718178(9) hr using the Bohyunsan 1.8 m Telescope, the Lulin One-meter Telescope, the Canada–France–Hawaii Telescope, and Gemini-North. At the optical position, an X-ray source was marginally detected in the Swift/X-Ray Telescope archival data, and the detection was confirmed by our Chandra/ACIS DDT observation. The spectrum of the X-ray source can be described by a power-law model of Γx = 1.6 ± 0.7 and ${F}_{0.3\mbox{--}7\mathrm{keV}}={3.5}_{-1.0}^{+1.2}\times {10}^{-14}$ erg cm−2 s−1. The X-ray photon index and the low X-ray-to-γ-ray flux ratio (i.e., <1%) are both consistent with that of many known BW pulsars. There is also a hint of an X-ray orbital modulation in the Chandra data, although the significance is very low (1.3σ). If the pulsar identity and the X-ray modulation are confirmed, it would be the fifth BW millisecond pulsar binary that showed an orbitally modulated emission in X-rays.

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1. Introduction

The Fermi Large Area Telescope (LAT) has been observing the MeV/GeV γ-ray sky since 2008 June. With the 10 years of data taken between 2008 and 2018, 5064 sources are detected in the Fermi-LAT 10-Year Point Source Catalog (4FGL-DR2; Abdollahi et al. 2020; Ballet et al. 2020). While a major portion of the cataloged sources are known systems (e.g., active galaxies, pulsars, etc.), about one-fourth of them are unidentified at other wavelengths. Other than active galaxies, many of these unidentified γ-ray sources are believed to be pulsar systems.

There have been multiwavelength searching campaigns conducted for new candidates of γ-ray pulsars from the list of the unidentified Fermi-LAT sources (e.g., Hui et al. 2015; Braglia et al. 2020). Machine-learning techniques were also applied on the classification for pulsars based on only the γ-ray properties recently (e.g., Saz Parkinson et al. 2016; Luo et al. 2020; Hui et al. 2020). These efforts have led to at least a dozen candidates for further radio/γ-ray pulsation searches. Many of these candidates could be associated with two special pulsar classes, black widow (BW) and redback (RB), which are millisecond pulsars in compact binaries (the orbital periods are often less than a day). Besides the compact orbits, the two classes are characterized by the very low-mass companions (i.e., 0.1–0.4 M for RBs and <0.1M for BWs; Chen et al. 2013; Roberts 2013) ablated by the strong radiations that originate from the primary pulsars. The radiation would also heat up the tidally locked companion one-sided, and this so-called pulsar heating effect can result in orbital modulations in the optical bands (see, e.g., Romani & Sanchez 2016; Yap et al. 2019 for the details), although exceptions exist (e.g., 3FGL J0212.1+5320 that does not show any observable pulsar heating effect; Li et al. 2016). Some recently discovered BW/RB candidates include 3FGL J0954.8−3948 (Li et al. 2018), 4FGL J2333.1−5527 (Swihart et al. 2020), 4FGL J0935.3+0901 (Wang et al. 2020), 4FGL J0407.7−5702 (Miller et al. 2020), and 4FGL J0940.3−7610 (Swihart et al. 2021; see the Table 3 of Hui & Li 2019 and the references therein for more candidates).

In this paper, we present a multiwavelength study for 4FGL J0336.0+7502, which is a new BW MSP candidate identified by our unidentified Fermi-LAT sources observing campaign. The study includes (i) the Fermi-LAT γ-ray properties of 4FGL J0336.0+7502 (Section 2); (ii) optical photometric observations taken by the Bohyunsan 1.8 m Telescope, the Lulin One-meter Telescope (LOT), the Canada–France–Hawaii Telescope (CFHT), and Gemini-North (Section 3); (iii) Swift/X-Ray Telescope (XRT) and Chandra/ACIS-S X-ray observations (Section 4); and (iv) a discussion for 4FGL J0336.0+7502 based on its multiwavelength properties (Section 5).

2. Gamma-Ray Properties

4FGL J0336.0+7502 is a bright γ-ray source (detection significance of 31.1σ) located at a Galactic latitude of b = 15.5° (Ballet et al. 2020). It was first discovered in γ-rays by Fermi-LAT as 1FGL J0334.2+7501 in the 1FGL catalog (Abdo et al. 2010), and was subsequently cataloged in 2FGL, 3FGL, and 4FGL(-DR2) (Nolan et al. 2012; Acero et al. 2015; Abdollahi et al. 2020; Ballet et al. 2020). In 4FGL-DR2 (using data taken from 2008 August to 2018 August), 4FGL J0336.0+7502 was classified as a steady source on a yearly timescale with a variability index 4 of 9.8. The average γ-ray flux in 100 MeV–100 GeV is Fγ = (7.4 ± 0.5) × 10−12 erg cm−2 s−1 that is among the top 30% of all 4FGL-DR2 sources. According to 4FGL-DR2, the γ-ray spectrum in the LAT energy domain is significantly curved with >8σ, and can be described by a LogParabola model,

Equation (1)

where Γγ is the photon index, βγ defines the degree of curvature, and Eb is a fixed scale parameter. The best-fit spectral parameters are Γγ = 1.78 ± 0.10 and βγ = 0.39 ± 0.07. In Table 1, we have listed the Γγ and βγ parameters of 10 arbitrarily chosen BW millisecond pulsars in 4FGL-DR2 for comparison.

Table 1. The 4FGL-DR2 LogParabola Parameters of 4FGL J0336.0+7502 and 10 Arbitrarily Chosen Black Widow Millisecond Pulsars

NameΓγ βγ
4FGL J0336.0+75021.78 ± 0.100.39 ± 0.07
PSR J0023+09231.89 ± 0.110.46 ± 0.09
PSR J0610−21001.99 ± 0.090.51 ± 0.06
PSR J0952−06072.02 ± 0.180.68 ± 0.11
PSR J1124−36531.89 ± 0.060.34 ± 0.04
PSR J1301+08331.93 ± 0.080.41 ± 0.06
PSR J1544+49372.07 ± 0.100.20 ± 0.05
PSR J1731−18472.33 ± 0.240.71 ± 0.25
PSR J1805+06152.01 ± 0.140.50 ± 0.12
PSR J2047+10531.70 ± 0.150.39 ± 0.08
PSR J2214+30001.68 ± 0.040.49 ± 0.03

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The γ-ray properties of 4FGL J0336.0+7502, including the off-plane Galactic latitude, the low long-term variability, and the significant spectral curvature, are exactly the characteristics that are commonly seen in γ-ray pulsars (see, e.g., Hui et al. 2015). In fact, 4FGL J0336.0+7502 has been suggested by Saz Parkinson et al. (2016) as a good MSP candidate using machine-learning techniques. This motivated us to investigate the system further in multiwavelength. With the high quality of the LAT data, the 95% positional accuracy of 4FGL J0336.0+7502 is around 1farcm5, which is fine enough to allow a feasible search for the counterpart in optical and X-rays (see Figure 1).

Figure 1.

Figure 1. False-color image (red: Gemini-North i' band; green: Gemini-North r' band; and blue: Chandra/ACIS 0.3–7 keV) of the field of 4FGL J0336.0+7502. The large white ellipse shows the Fermi-LAT 95% error ellipse of 4FGL J0336.0+7502 (about 1farcm5 in radius) and the dashed one is the 68% version (about 1farcm2 in radius). The small red circle indicates the proposed optical/X-ray counterpart to the γ-ray source and the small white circle in the north direction shows another X-ray source detected by Chandra in the field.

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3. Optical Photometric Light Curves

3.1. Bohyunsan 1.8 m Telescope

On 2019 March 31, we observed 4FGL J0336.0+7502 with the 1.8 m telescope at the Bohyunsan Optical Astronomy Observatory (BOAO) as part of our multiwavelength observing campaign for unidentified Fermi-LAT sources. The idea is to blind search for compact binaries in the field and carry out further multiwavelength observations for them, if any.

4FGL J0336.0+7502 was observed 19 times in the R band with the BOAO 4k CCD camera. The exposure time is 200 s for each image. IRAF was used for standard data reduction processes, including bias, dark, and flat calibrations. Aperture photometry was employed to extract light curves, and a differential technique was applied to eliminate the variations due to the changing weather condition. We then calibrated the obtained magnitudes using the Fifth USNO CCD Astrograph Catalog (UCAC5; Zacharias et al. 2017).

Within the Fermi-LAT 95% error circle, we spotted a variable star that was undetected in the first nine frames, and then became observable with the magnitude raising from R ≈ 23 mag to ≈21 mag in just 40 minutes. We stacked the first nine images, and the variable was marginally detected with R ≈ 24 mag (Figure 3). The variable source is also cataloged in the Gaia DR3 with α(J2000) = 03h36m10fs1811(1), $\delta ({\rm{J}}2000)\,=+75^\circ 03^{\prime} 17\buildrel{\prime\prime}\over{.} 268(1)$ (54.0424214(5), 75.0547967(3); Gaia Collaboration et al. 2020), at which an X-ray source was marginally detected in archival Swift/XRT observations (see Section 4.1).

3.2. Lulin 1 m Telescope

We followed-up the variable source using LOT at Lulin Observatory. The observing dates are 2019 October 17/18, 2019 November 10, and 2020 January 8/9. As the source is faint for a 1 m class telescope, the data were taken unfiltered with 600 s per frame. 174 frames were taken in total in the 5 days. Standard data reduction and analysis processes were carried out using IRAF as described in the previous section. Flux calibration was done using the Pan-STARRS catalog (PS1 DR2; Flewelling et al. 2020), although the observations are unfiltered.

The target's brightness was varying in the LOT light curve as we have seen in the BOAO data. About half of the LOT observations therefore result in nondetections when the source was in the faint phase. Despite the incompleteness, the LOT light curve shows a clear periodic modulation on a timescale of about 4 hr. We computed a Lomb–Scargle periodogram for the LOT data (the nondetections were all rejected) and a strong signal was found at 3.7182 hr, albeit with aliases due to the nondetection gaps (Figure 2). This periodicity is likely the orbital period of the system. We fitted the LOT light curve with a sinusoidal function to fine tune the orbital period (Porb). The tuned timing parameters are Porb,lot = 3.71817 hr and T0,lot = 2,458,858.016 (BJD; converted by the method presented in Eastman et al. 2010). The latter is the epoch of phase zero, which is defined as the time when the phased light curve peaks. This should refer to the superior conjunction of the companion (i.e., observer-pulsar-companion along the line of sight), if it is a pulsar binary. In this convention, the ascending node of the pulsar and the inferior conjunction of the companion (i.e., observer-companion-pulsar) are at phases 0.25 and 0.5, respectively, for a circular orbit. The phased LOT light curve and the best-fit sinusoid are shown in Figure 2.

Figure 2.

Figure 2. Left: the phased optical LOT light curve of 4FGL J0336.0+7502. Phase zero corresponds to the peak of the phased optical light curve (i.e., the superior conjunction of the companion, if it is a pulsar system). The solid line shows the best-fit sinusoidal function of the data. Two identical cycles are shown for clarity. Right: the Lomb–Scargle periodogram of the LOT data (bottom) and a close-up of the global peak (top).

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We also combined the LOT data with the BOAO, CFHT, and Gemini-North $R/{r}^{{\prime} }$-band light curves (which will be presented in the following sections) to make a further improvement on the solution. For the $R/{r}^{{\prime} }$-band light curves, only data points brighter than 22 mag were selected as the fainter parts are not consistent with a sinusoid. The finalized timing solution of 4FGL J0336.0+7502 is Porb = 3.718178(9) hr and T0 = 2458858.0150(2), of which the uncertainties are 10 times smaller than that of the LOT solution. Figure 3 shows the LOT, BOAO, CFHT, and Gemini-North light curves folded with the improved orbital solution.

Figure 3.

Figure 3. The phased optical light curves (top) and color index curve (bottom) of 4FGL J0336.0+7502. Phase zero corresponds to the peak of the phased optical light curve (i.e., the superior conjunction of the companion, if it is a pulsar system). Two identical cycles are shown for clarity.(The data used to create this figure are available.)

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3.3. Canada–France–Hawaii Telescope

On 2017 January 25 and February 2, we used CFHT/MegaCam on Maunakea to observe 4FGL J0336.0+7502 under our snapshot observing program. Two g'-band and two r'-band images were taken on the first night, and four g'-band and two r'-band images were taken in the second run. Except for the first two g'-band observations on the second night that were exposed 30 s each, every image has an exposure time of 860 s. Preprocessed CFHT observations by the standard Elixir pipeline (Magnier & Cuillandre 2004) were directly used. Flux calibration and data analysis methods were the same as the ones for the LOT data.

The optical counterpart was clearly detected in all 10 CFHT observations and the faintest measurements are around 25 mag in both bands. Folded with the global timing solution, both g'- and r'-band light curves show clear modulations that are in phase with the BOAO and LOT light curves (the green and the purple data points in Figure 3). This shows that the binary has been stable over the last 3 years.

3.4. The Frederick C. Gillett Gemini Telescope

We also proposed a 4 hr series of Gemini-North photometric observations (PI: Kwan-Lok Li) to study the complete modulation profile of 4FGL J0336.0+7502. The observations were all taken using GMOS-N on 2019 November 28. Two filters, r' and i', were used with 150 s for each exposure. We set four observations as a turn to alternate between the filters. We intended to combine the observations taken in the same turn when the source became too faint to be detected in a single image, but it turns out that the source was clearly seen in all the individual images. Standard data reduction was done using DRAGONS (Labrie et al. 2019). Differential photometry was used to extract the light curves, and the magnitudes were calibrated against the PS1 DR2 catalog.

The light curves were also folded with the orbital solution and the orbital modulations are clearly shown in both bands (Figure 3). The GMOS-r' light curve is well consistent with the ones observed with CFHT-r' and BOAO-R. While the peak-to-peak amplitude is around 5 mag in the r' band, the i'-band amplitude is only 3 mag, indicating a significant orbital color variation (i.e., the source becomes redder as it is fainter), which is likely caused by pulsar heating. The modulation profiles are mostly smooth, but the i'-band emission was significantly varying in the order of 0.1 mag around phase 0.5. In the r' band, the variation can also be seen around phase 0.5, although it is less significant. The variations, taken as a whole, look like mini-flares on timescales of 300–900 s.

4. X-Ray Observations

4.1. Neil Gehrels Swift/XRT

In the Swift's public data archive, there are four archival XRT observations taken for 4FGL J0336.0+7502 between 2012 April 14 and 18. The total effective exposure of the XRT data is 9 ks. In the 0.3–10 keV XRT image, a weak X-ray source was seen at the position of the proposed optical counterpart. Nine photons were detected within a 15'' radius circular source region centered at the optical source. Using a 120'' source-free circular background region, we computed the average background counts within the source region to be 0.9 counts. This gives a net count rate of ∼9 × 10−4 counts s−1 with a detection significance of >9σ. Despite the low photon statistics, we adopted the online XRT product generator 5 to extract the X-ray spectra (binned to at least one count per bin) and used XSPEC (v12.11.1) to estimate the spectra parameters using an absorbed power-law model. The column density (NH) was fixed at the Galactic value of 1.47 × 1021 cm−2(HI4PI Collaboration et al. 2016) and the Cash statistic (Cash 1979) was employed as the fitting statistic. The best-fit photon index is ${{\rm{\Gamma }}}_{x}={0.9}_{-2.5}^{+3.3}$ with a corrected X-ray flux of ${F}_{0.3\mbox{--}10\mathrm{keV}}\,={5.1}_{-3.9}^{+4.9}\times {10}^{-14}$ erg cm−2 s−1 (all the uncertainties are in the 90% confidence interval).

4.2. Chandra/ACIS

We requested and obtained a 15 ks Chandra Director's Discretionary Time (DDT) observation for 4FGL J0336.0+7502 to confirm the XRT detection, study the full-orbit X-ray modulation, and constrain the spectral parameters better. The observation was taken on 2020 January 25 with the Advanced CCD Imaging Spectrometer S-array (ACIS-S; Garmire et al. 2003) operated in the full frame mode.

CIAO (v4.12) with CALDB (v4.9.0) was used to reduce and analyze the data. After reprocessing the data using the CIAO script chandra_repro, the proposed X-ray counterpart to 4FGL J0336.0+7502 was clearly detected in the 0.3–7 keV band. We employed specextract and dmextract with a 1farcs5 radius source region and a source-free annulus background region centered at the target (inner/outer radii: 5''/10'') to extract the X-ray spectrum and light curve of the source, respectively. We also applied a barycentric correction on the X-ray light curve using axbary.

A total of 29 photons were extracted in the 0.3–7 keV band, and about 1% of them are from the background. This gives an average net count rate of ∼2 × 10−3 counts s−1. Given the insufficient number of source counts for a detailed spectral analysis, we simply binned the Chandra spectrum to at least one count per bin using grppha and fitted an absorbed power-law model (NH was fixed to 1.47 × 1021 cm−2) to it with Cash statistic using XSPEC (Figure 4). The best-fit parameters are Γx = 1.6 ± 0.7 and ${F}_{0.3\mbox{--}7\mathrm{keV}}={3.5}_{-1.0}^{+1.2}\times {10}^{-14}$ erg cm−2 s−1 (90% confidence interval), which are consistent with the values obtained from the Swift/XRT observations.

Figure 4.

Figure 4. The Chandra/ACIS X-ray spectrum with its best-fit absorbed power-law model (NH = 1.47 × 1021 cm−2, Γx = 1.6 ± 0.7, and ${F}_{0.3\mbox{--}7\mathrm{keV}}\,={3.5}_{-1.0}^{+1.2}\times {10}^{-14}$ erg cm−2 s−1). While we used at least one count per bin for the model fitting, the displayed spectrum was binned to five counts per bin (except the last bin) for better visualization.

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We folded the X-ray light curve using the optical timing solution. Since the number of counts is low, the phased light curve has only four data bins per cycle and each bin has about seven counts on average. While the signal-to-noise ratios of the light curve are low, it shows a possible X-ray modulation that seemingly peaks at phase zero. However, the light curve is also consistent with a flat count rate of ∼2 × 10−3 counts s−1 (Figure 5). Assuming a flat light curve, the χ2 value is 4.7 with 3 degrees of freedom, equivalent to a chance probability of 19% or 1.3σ. Except the epoch folding, the light-curve quality does not allow any further investigations, such as X-ray hardness studies.

Figure 5.

Figure 5. The phased Chandra/ACIS X-ray light curve of 4FGL J0336.0+7502. Phase zero corresponds to the peak of the phased optical light curve (i.e., the superior conjunction of the companion, if it is a pulsar system). Two identical cycles are shown for clarity.

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Besides the proposed X-ray counterpart, there is another brighter X-ray source (total number of counts is 58) detected within the 95% 4FGL-DR2 error ellipse and at the edge of the 68% error region (Figure 1). Its coordinates are α(J2000) = 03h36m04fs6, $\delta ({\rm{J}}2000)=+75^\circ 04^{\prime} 10\buildrel{\prime\prime}\over{.} 6$ (90% uncertainty circle 6 : 0farcs8), at which no optical counterpart can be identified in the Gemini-North images (the limiting magnitude ≈26 mag in the r' band). Assuming an absorbed power-law model (a fixed value of NH = 1.47 × 1021 cm−2 was assumed), the best-fit spectral parameters are Γx = 1.9 ± 0.4 and ${F}_{0.3\mbox{--}7\mathrm{keV}}\,={7.0}_{-1.5}^{+1.9}\times {10}^{-14}$ erg cm−2 s−1. No strong variability can be seen in a 1000 s binned X-ray light curve. As there is already compelling evidence to show that the fainter X-ray source (presented in last paragraph) is most likely the counterpart to 4FGL J0336.0+7502, we suggest that this brighter X-ray source is an unrelated system and no further discussion will be given in this paper.

5. Discussion and Conclusion

We have identified a likely optical and X-ray counterpart to 4FGL J0336.0+7502, which is an X-ray binary with an orbital period of 3.718178(9) hr. Together with the γ-ray properties (see Section 2) and the low X-ray-to-γ-ray flux ratio (i.e., ≲1%; see Table 2) that are all consistent with a BW/RB MSP binary, we propose that 4FGL J0336.0+7502 is a new system of the class.

Table 2. X/γ-Ray Properties of 4FGL J0336.0+7502 and the BW MSPs with X-Ray Orbital Modulation Known in the Field

NameVariability Index a Spectral Curvature b Photon Index Lx /Lγ c References
 (γ-ray)(γ-ray; σ)(X-ray)(%) 
4FGL J0336.0+7502 d 9.88.61.60.5(this work)
PSR J1124−3653 d 8.111.01.30.5Gentile et al. (2014)
PSR J1653−0158 d 9.214.51.60.5Kong et al. (2014), Nieder et al. (2020)
PSR J1959+204811.510.82.00.4Huang et al. (2012)
PSR J2256−102418.77.41.80.5Gentile et al. (2014)

Notes.

a A source with a variability index greater than 18.48 has a less than 1% chance to be stable. b The fit improvement over a simple power-law (PL) model when a power law with exponential cutoff (PLEC) is assumed. c The energy ranges of the X-ray and γ-ray luminosities are 0.1–100 GeV and 0.3–8 keV, respectively. d The X-ray modulation is just marginally seen.

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While the optical counterpart to 4FGL J0336.0+7502 has been cataloged in Gaia DR3, the source is faint for Gaia (i.e., G = 20.6 mag), and hence, no distance information can be extracted through the parallax measurement. We estimated the distance to 4FGL J0336.0+7502 by assuming Lx ≲ 1032 erg s−1, which is a typical limit for BW/RB pulsars in a rotation-powered state (Lee et al. 2018). The inferred distance is d ≲ 5 kpc, which results in a very faint absolute magnitude of ${M}_{{r}^{{\prime} }}\gtrsim 11.5$ mag (with no pulsar heating). Therefore, 4FGL J0336.0+7502 is highly likely to be a BW (instead of RB) MSP binary. Indeed, the optical orbital modulation of 4FGL J0336.0+7502 is very close to that of other BW systems (e.g., PSR J1311−3430; Romani et al. 2012).

Besides the optical brightness, the $({r}^{{\prime} }-{i}^{{\prime} })$ color index changes over the orbit. In general, the color is much redder around the inferior conjunction, and this is a signature of pulsar heating. In addition to the periodic variations, there were a few mini-flares detected around the inferior conjunction. It is unclear whether the flares actually concentrate at the inferior conjunction as they might distribute evenly and just became prominent when the optical brightness of the companion was lowest. It is worth noting that flaring activities have been recently shown to be common in BW/RB systems in both the rotation/accretion-powered states (e.g., An et al. 2017; Papitto et al. 2018; Kennedy et al. 2018; Yap et al. 2019; Li et al. 2020), although the physical origin is still under debate.

An insignificant orbital modulation (1.3σ) is also seen in X-rays. If confirmed, it would be the fifth BW MSP system that exhibits an orbital modulation in X-rays (Table 2). The X-ray orbital modulation could be caused by the Doppler boosting along the intrabinary shock flow (Takata et al. 2014; Li et al. 2014), and thus the profile strongly depends on the wind momentum ratio between the stellar wind of the companion and the pulsar wind, β. For BWs, β < 1 (i.e., a much weaker stellar wind) is expected (Romani & Sanchez 2016), and the X-ray emission should peak around the inferior conjunction (i.e., phase 0.5 for the definition used in Figure 5). However, the X-ray orbital modulation profile of 4FGL J0336.0+7502 is different than expected–the X-ray peak is at the superior conjunction–and this might imply a stronger stellar wind (i.e., β > 1). According to Hui et al. (2020), there are three BW MSPs (one of them is the original BW system, PSR J1959+2048) that possibly have orbitally modulated X-ray emission (Huang et al. 2012; Gentile et al. 2014). Including PSR J1653−0158 that was identified as a candidate pulsar system by Kong et al. (2014) and recently confirmed as a BW by the GPU-accelerated Einstein@Home (Nieder et al. 2020), four BW systems are known to have (possible) X-ray orbital modulations (Table 2). Surprisingly, PSR J1959+2048 is the only one with a phased X-ray light curve consistent with the case of β < 1. All three others, as we have seen in 4FGL J0336.0+7502, are more consistent with β > 1. This might subvert our general impression on the BWs' companions that their winds are not strong. Alternatively, the X-ray modulation could be caused by occultation, if the shock region is small and very close to the companion instead of forming a bow shock that wraps around the star. In this case, β < 1 is still possible. However, shape dips as the light-curve minima would be expected because of the very tiny size of the companion star in a BW system. This does not match very well with the X-ray observations that show broad minima in the light curves (e.g., Figure 5). Future deep X-ray observations of these systems could confirm/deny these "abnormal" X-ray modulations and/or provide helpful hints to solve the problem.

K.L.L. is supported by the Ministry of Science and Technology of the Republic of China (Taiwan) through grant 109-2636-M-006-017, and he is a Yushan (Young) Scholar of the Ministry of Education of the Republic of China (Taiwan). Y.X.J.Y. and A.K.H.K. are supported by the Ministry of Science and Technology of the Republic of China (Taiwan) through grant 109-2628-M-007-005-RSP. C.Y.H. is supported by the National Research Foundation of Korea through grants 2016R1A5A1013277 and 2019R1F1A1062071.

This publication has made use of data collected at Lulin Observatory, partly supported by MoST grant 108-2112-M-008-001.

Based on observations obtained with MegaPrime/MegaCam, a joint project of CFHT and CEA/DAPNIA, at the Canada–France–Hawaii Telescope (CFHT) which is operated by the National Research Council (NRC) of Canada, the Institut National des Science de l'Univers of the Centre National de la Recherche Scientifique (CNRS) of France, and the University of Hawaii. The observations at the Canada–France–Hawaii Telescope were performed with care and respect from the summit of Maunakea, which is a significant cultural and historic site.

Based on observations obtained at the international Gemini Observatory, a program of NSF's NOIRLab, which is managed by the Association of Universities for Research in Astronomy (AURA) under a cooperative agreement with the National Science Foundation. On behalf of the Gemini Observatory partnership: the National Science Foundation (United States), National Research Council (Canada), Agencia Nacional de Investigación y Desarrollo (Chile), Ministerio de Ciencia, Tecnología e Innovación (Argentina), Ministério da Ciência, Tecnologia, Inovações e Comunicações (Brazil), and Korea Astronomy and Space Science Institute (Republic of Korea).

This work made use of data supplied by the UK Swift Science Data Centre at the University of Leicester.

The scientific results reported in this article are based on observations made by the Chandra X-ray Observatory. This research has made use of software provided by the Chandra X-ray Center (CXC) in the application packages CIAO, ChIPS, and Sherpa.

Facilities: BOAO:1.8 m - , LO:1 m - , Gemini:Gillett - , CFHT - , CXO - , and Swift. -

Footnotes

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10.3847/1538-4357/abeb76