J/ApJ/871/193 A combined Chandra & LAMOST study of stellar activity (He+, 2019)

A combined Chandra and LAMOST study of stellar activity. He L., Wang S., Liu J., Soria R., Bai Z., Yang H., Bai Yu, Guo J. <Astrophys. J., 871, 193 (2019)> =2019ApJ...871..193H 2019ApJ...871..193H
ADC_Keywords: X-ray sources; Stars, ages; Stars, masses; Spectral types; Abundances, [Fe/H]; Stars, masses; Stars, distances; Photometry, UBV; Equivalent widths Keywords: stars: activity ; stars: late-type ; X-rays: stars Abstract: We probed stellar X-ray activity over a wide range of stellar parameters, using Chandra and Large Sky Area Multi-Object Fiber Spectroscopic Telescope (LAMOST) data. We measured the X-ray-to-bolometric luminosity ratio (RX=LX/Lbol) for 484 main-sequence stars and found a bimodal distribution for G and K types. We interpret this bimodality as evidence of two subpopulations with different coronal temperatures, which are caused by different coronal heating rates. Using the metallicity and velocity information, we find that both of the subpopulations are mostly located in the thin disk. We find no trend of RX with stellar age for stars older than ∼4Gyr; there is a trough in the RX versus age distribution, with the lowest range of RX appearing at ages around 2Gyr. We then examined the correlation between RX and R (proxy of chromospheric activity): we find that the two quantities are well correlated, as found in many earlier studies. Finally, we selected a sample of 12 stars with X-ray flares and studied the light-curve morphology of the flares. The variety of flare profiles and timescales observed in our sample suggests the contribution of different processes of energy release. Description: To estimate the X-ray-to-bolometric luminosity ratio (RX=LX/Lbol) of different stellar types, we first cross-matched the Chandra point-source catalog (Wang+ 2016, J/ApJS/224/40) and the LAMOST database (DR4, V/153), using a radius of 3". This led to 2638 unique Chandra sources with 3502 LAMOST spectral observations. In order to have a reliable estimation of stellar parameters, we only used spectra with signal-to-noise ratio (S/N) higher than 7 in the r-band. After further exclusions of sources based on their SIMBAD classification (see Section 2.1), we obtain 1086 unique X-ray sources with 1479 LAMOST spectral observations (R∼1800; 3690-9100Å). We also collected the V-band magnitude from the UCAC4 catalog (I/322). For objects without a UCAC4 V-band magnitude, we calculated it using the g- and r-band magnitudes from Pan-STARRS (see II/349). Finally our sample is composed of 484 sources for which the optical magnitude and complete stellar parameters (Teff, logg, E(B-V), distance) can be obtained, and therefore a RX value was estimated. File Summary: -------------------------------------------------------------------------------- FileName Lrecl Records Explanations -------------------------------------------------------------------------------- ReadMe 80 . This file table1.dat 89 1084 X-ray information for the 484 stars in our sample table2.dat 99 484 LAMOST information for the stars in our sample table3.dat 91 484 Key results for the stars in our sample table4.dat 42 24 Stars with Hα emission lines in our sample table5.dat 35 12 Stars with X-ray flares in our sample -------------------------------------------------------------------------------- See also: B/chandra : The Chandra Archive Log (CXC, 1999-2014) VIII/85 : SPECFIND V2.0 Catalog of radio continuum spectra (Vollmer+, 2009) I/322 : UCAC4 Catalogue (Zacharias+, 2012) II/349 : The Pan-STARRS release 1 (PS1) Survey - DR1 (Chambers+, 2016) V/153 : LAMOST DR4 catalogs (Luo+, 2018) IX/57 : The Chandra Source Catalog (CSC), Release 2.0 (Evans+, 2019) J/AJ/111/439 : Chromospheric emission in late-type stars. (Henry+ 1996) J/A+A/311/211 : X-ray flare of CF Tuc (=HD 5303) (Kuerster+ 1996) J/A+A/348/897 : Ages of main-sequence stars (Lachaume+, 1999) J/AJ/126/2048 : NStars project: the Northern Sample. I. (Gray+, 2003) J/A+A/397/147 : Activity-rotation relationship in stars (Pizzolato+ 2003) J/AJ/130/873 : Properties of BQS objects in SDSS DR3 area (Jester+, 2005) J/MNRAS/367/781 : XMM observations of NGC 2547 (Jeffries+, 2006) J/MNRAS/372/163 : Activity indices for southern stars (Jenkins+, 2006) J/A+A/469/309 : Chromospheric activity late-type stars (Cincunegui+, 2007) J/A+A/475/677 : X-ray emission from A-type stars (Schroeder+, 2007) J/A+A/485/571 : Metallicities & activities southern stars (Jenkins+, 2008) J/ApJ/687/1264 : Age estimation for solar-type dwarfs (Mamajek+, 2008) J/ApJS/181/444 : X-emitting stars identified from RASS/SDSS (Agueros+,2009) J/ApJ/725/480 : Stellar X-ray sources in the COSMOS survey (Wright+, 2010) J/A+A/531/A8 : Activity indices & velocities, 890 stars (Jenkins+, 2011) J/ApJ/743/48 : Stars with rotation periods & X-ray lum. (Wright+, 2011) J/other/RAA/11.924 : Atmospheric parameters for 771 stars (Wu+, 2011) J/A+A/551/L8 : Chromospheric activity of field stars (Pace, 2013) J/MNRAS/431/2063 : UV/X-ray activity of M dwarfs within 10pc (Stelzer+, 2013) J/A+A/581/A28 : Stellar X-ray flares from the 2XMM catalog (Pye+, 2015) J/A+A/596/A76 : Hα-activity in the SARG binary survey (Sissa+, 2016) J/ApJS/224/40 : Catalog of Chandra ACIS point like sources (Wang+, 2016) J/ApJ/829/20 : Chandra ACIS survey in nearby galaxies. II (Wang+, 2016) J/ApJ/849/36 : Flaring activity of M dwarfs in Kepler field (Yang+, 2017) J/ApJ/835/61 : Chromospherically active stars in RAVE. II. (Zerjal+,2017) Byte-by-byte Description of file: table1.dat -------------------------------------------------------------------------------- Bytes Format Units Label Explanations -------------------------------------------------------------------------------- 1- 16 A16 --- CXOGSG Object identifier from Wang+ 2016, J/ApJS/224/40 18- 22 I5 --- ObsID [13/16543] Chandra observation identifier 24- 25 A2 --- Det Chandra ACIS detector 27- 34 F8.1 s Exp [128/189850] Chandra exposure time after deadtime correction 36- 40 I5 d MJD [51439/56755] Modified Julian Date at the beginning of observation (JD-2400000.5) 42- 46 F5.3 --- VigF [0.008/1.1] Vignetting factor 48- 48 A1 --- l_CR Limit flag on CR (1) 50- 54 F5.2 10+3ct/s CR [0.02/177]? Net count rate, 0.5-7keV 56- 59 F4.2 10+3ct/s e_CR [0.02/9.7]? Lower uncertainty in CR 60 A1 --- ueCR Uncertainty flag on e_CR (2) 63- 66 F4.2 10+3ct/s E_CR [0.04/9.7]? Upper uncertainty in CR 68- 68 A1 --- l_Flux Limit flag on Flux (1) 70- 75 F6.2 10-15mW/m2 Flux [0.01/848]? Absorbed X-ray flux, 0.5-7keV in 10-15erg/cm2/s units 77- 81 F5.2 10-15mW/m2 e_Flux [0.01/47]? Lower uncertainty in Flux 82 A1 --- ueFlux Uncertainty flag on e_Flux (2) 85- 89 F5.2 10-15mW/m2 E_Flux [0.02/47]? Upper uncertainty in Flux -------------------------------------------------------------------------------- Note (1): The source is not detected in this observation, and an upper limit is estimated (335 occurrences). Note (2): : = For J105645.2-033859, J203406.5+411829, and J203802.0+423459, the lower uncertainty in CR or flux is not well constrained. -------------------------------------------------------------------------------- Byte-by-byte Description of file: table2.dat -------------------------------------------------------------------------------- Bytes Format Units Label Explanations -------------------------------------------------------------------------------- 1- 17 A17 --- CXOGSG Object identifier from Wang+ 2016, J/ApJS/224/40 19- 22 A4 --- SpT Spectral type subclass (1) 24- 27 I4 K Teff [3586/8925] Stellar effective temperature (2) 29- 31 I3 K e_Teff [58/493] Uncertainty in Teff 33- 36 F4.2 [cm/s2] logg [1.8/5.6] log of surface gravity (2) 38- 41 F4.2 [cm/s2] e_logg [0.06/0.33] Uncertainty in logg 43- 46 F4.2 mag E(B-V) [0/1] Extinction (2) 48- 52 F5.2 [-] [Fe/H] [-1.8/0.71]? Metallicity (2) 54- 57 F4.2 [-] e_[Fe/H] [0.06/0.41]? Uncertainty in [Fe/H] 59- 63 F5.2 [-] [alpha/Fe] [-0.39/0.5]? alpha element abundance relative to Fe (2) 65- 68 F4.2 [-] e_[alpha/Fe] [0.03/0.15]? Uncertainty in [alpha/Fe] 70- 73 I4 pc Dist [21/5604] Distance (2) 75- 78 I4 pc e_Dist [2/1399] Uncertainty in Dist 80- 84 F5.2 Gyr Age [0.36/16]? Stellar Age (3) 86- 89 F4.2 Gyr e_Age [0.12/4.3]? Uncertainty in Age 91- 94 F4.2 Msun Mass [0.85/2.71]? Stellar Mass (3) 96- 99 F4.2 Msun e_Mass [0.04/0.41]? Uncertainty in Mass -------------------------------------------------------------------------------- Note (1): The subclass is from LAMOST DR1 (Luo+ 2015, V/146) Note (2): The Teff, logg, E(B-V), [Fe/H], [alpha/Fe], and Dist are from Xiang+ 2017MNRAS.467.1890X 2017MNRAS.467.1890X Note (3): The Age and Mass are from Xiang+ 2017ApJS..232....2X 2017ApJS..232....2X -------------------------------------------------------------------------------- Byte-by-byte Description of file: table3.dat -------------------------------------------------------------------------------- Bytes Format Units Label Explanations -------------------------------------------------------------------------------- 1- 17 A17 --- CXOGSG Object identifier from Wang+ 2016, J/ApJS/224/40 19- 23 F5.2 mag Vmag [8.6/17.3] Extinction-corrected V-band magnitude 25- 28 F4.2 mag e_Vmag [0.09/1] Uncertainity on Vmag 30- 34 F5.2 mag Mbol [-3.1/11] Bolometric magnitude 36- 43 F8.2 10-15mW/m2 uFlux [0.02/10072] Unabsorbed 0.3-8keV X-ray flux in 10-15erg/cm2/s units 45- 51 F7.2 10-15mW/m2 e_uFlux [0.02/1964] Uncertainty in uFlux 53- 59 E7.1 10-7W LumX [4.5e+25/7.5e+32] 0.3-8keV X-ray luminosity in erg/s units 61- 67 E7.1 10-7W e_LumX [4.9e+25/4.7e+32] Uncertainty in LumX 69- 73 F5.2 [-] logRx [-6.6/-1.9] log, X-ray-to-bolometric luminosity ratio 75- 78 F4.2 [-] e_logRx [0.09/1.2] Uncertainty in logRx 80- 84 F5.2 --- HR [-1.2/1.4] Hardness ratio (4) 86- 89 F4.2 --- e_HR [0.01/2.3] Uncertainty in HR 91- 91 A1 --- r_Vmag Source of V-band magnitude (5) -------------------------------------------------------------------------------- Note (4): Hardness ratio, HR=(c2-c1)/(c1+c2) where c1 and c2 represent background-subtracted counts in soft (0.3-1keV) and hard (1-8keV) band. Note (5): Sources as follows: u = UCAC4 (Fourth U.S. Naval Observatory CCD Astrograph Catalogue); Zacharias+, 2012, I/322 (456 occurrences) p = Pan-STARRS; Chambers+, 2016, II/349 (28 occurrences). For objects without a UCAC4 V-band magnitude, we calculated it using the g and r magnitudes from Pan-STARRS, following Jester+ (2005AJ....130..873); Equation (1): V=g-0.59x(g-r)-0.01 See section 2.4 for further details. -------------------------------------------------------------------------------- Byte-by-byte Description of file: table4.dat -------------------------------------------------------------------------------- Bytes Format Units Label Explanations -------------------------------------------------------------------------------- 1- 16 A16 --- CXOGSG Object identifier 18- 21 F4.2 0.1nm EW [0.35/9] Equivalent Width, Hα 23- 26 F4.2 0.1nm e_EW [0.02/0.33] Uncertainty in EW 28- 31 F4.2 0.1nm EWp [1.9/9.7] Excess Hα equivalent width over chromospheric emission 33- 37 F5.2 --- logRHa [-4/-3.2] log, Hα emission index, LHα/Lbol 39- 42 F4.2 --- e_logRHa [0.03/0.11] Uncertainty in logRHa -------------------------------------------------------------------------------- Byte-by-byte Description of file: table5.dat -------------------------------------------------------------------------------- Bytes Format Units Label Explanations -------------------------------------------------------------------------------- 1- 16 A16 --- CXOGSG Object identifier from Wang+ 2016, J/ApJS/224/40 18- 21 A4 --- SpT Spectral type subclass 23- 27 I5 --- ObsID [1663/13656] Chandra Observation identifier 30- 30 A1 --- l_dT [>]? Limit flag on dT 31- 35 I5 s dT [4000/43000] Flare duration -------------------------------------------------------------------------------- History: From electronic version of the journal
(End) Prepared by [AAS], Coralie Fix [CDS], 07-Apr-2020
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