The Relative Emission from Chromospheres and Coronae: Dependence on Spectral Type and Age*

, , , , , , , , , , , , , , and

Published 2020 October 7 © 2020. The American Astronomical Society. All rights reserved.
, , Citation Jeffrey L. Linsky et al 2020 ApJ 902 3 DOI 10.3847/1538-4357/abb36f

Download Article PDF
DownloadArticle ePub

You need an eReader or compatible software to experience the benefits of the ePub3 file format.

0004-637X/902/1/3

Abstract

Extreme-ultraviolet and X-ray emission from stellar coronae drives mass loss from exoplanet atmospheres, and ultraviolet emission from stellar chromospheres drives photochemistry in exoplanet atmospheres. Comparisons of the spectral energy distributions of host stars are, therefore, essential for understanding the evolution and habitability of exoplanets. The large number of stars observed with the MUSCLES, Mega-MUSCLES, and other recent Hubble Space Telescope observing programs has provided for the first time a large sample (79 stars) of reconstructed Lyα fluxes that we compare with X-ray fluxes to identify significant patterns in the relative emission from these two atmospheric regions as a function of stellar age and effective temperature. We find that as stars age on the main sequence, the emissions from their chromospheres and coronae follow a pattern in response to the amount of magnetic heating in these atmospheric layers. A single trend-line slope describes the pattern of X-ray versus Lyα emission for G and K dwarfs, but the different trend lines for M dwarf stars show that the Lyα fluxes of M stars are significantly smaller than those of warmer stars with the same X-ray flux. The X-ray and Lyα luminosities divided by the stellar bolometric luminosities show different patterns depending on stellar age. The L(Lyα)/L(bol) ratios increase smoothly to cooler stars of all ages, but the L(X)/L(bol) ratios show different trends. For older stars, the increase in coronal emission with decreasing ${T}_{\mathrm{eff}}$ is much steeper than that of chromospheric emission. We suggest a fundamental link between atmospheric properties and trend lines relating coronal and chromospheric heating,

Export citation and abstract BibTeX RIS

1. Introduction

Essentially all stars with convective interiors from the A7 V star α Aql (Robrade & Schmitt 2009) to the late-M and perhaps L dwarfs (Hawley & Johns-Krull 2003; Berger et al. 2010; Stelzer et al. 2012) emit ultraviolet (UV; 91.2–300 nm) and X-ray (0.1–10 nm) photons from plasmas at temperatures ranging from roughly 5000 K to at least 106 K. Since these plasmas are too hot to be explained by radiative/convective equilibrium in stellar photospheres, there must be an additional heat source to explain their elevated temperatures. This heat source is either the dissipation of MHD waves or direct magnetic field reconnection events called flaring; see review by Cranmer & Winebarger (2019). In analogy with the solar chromosphere and corona, stellar plasmas in the lower-temperature range are called chromospheres (see review by Linsky 2017), and plasmas in the higher-temperature range are called coronae (see review by Güdel 2004). Except for very faint stars where instrumental sensitivity limits detection, all dwarf stars with convective interiors show X-ray emission from coronae and emission lines of Mg ii, Ca ii, and H i Lyα indicating the presence of plasma at chromospheric temperatures.

There are many examples of correlations of chromospheric emission (e.g., Lyα, Ca ii H and K lines, Mg ii h and k lines, Hα) with such stellar activity indicators as age, rotation, and magnetic field strength and coverage (e.g., Wood et al. 2005; Guinan et al. 2016; Newton et al. 2017). There are also correlations of coronal properties such as X-ray emission with activity indicators (e.g., Güdel 2004; Wood et al. 2005). These correlations generally show saturation at high activity levels and linear regressions in log–log plots with decreasing activity indicators such as age and rotation. These correlations are usually described by power-law relations of the form $\mathrm{log}F$(corona) $=\,\alpha \mathrm{log}F$(chromo) $+\beta $, where F(corona) is a coronal flux or luminosity diagnostic, usually the broadband X-ray emission, and F(chromo) is the flux or luminosity of a chromospheric diagnostic, generally an emission line such as the Ca ii K line (393.3 nm), Mg ii k line (279.6 nm), or H i Lyα line (121.56 nm). An example of such power-law correlations between X-ray and Mg ii emission is $\alpha =2.20\pm 0.13$ for F and G dwarfs and $\alpha =2.90\pm 0.20$ for K dwarfs (Wood et al. 2005). Another example is the correlations of the chromospheric Ca ii K line with UV emission lines and extreme-UV (EUV; 10–91 nm) flux (Youngblood et al. 2017).

The correlations have steeper slopes for activity indicators formed at higher temperatures in the stellar atmosphere. For example, in a volume-limited sample of 159 M dwarfs located within 10 pc, Stelzer et al. (2013) found that the slope of X-ray luminosity with age is steeper than that for the luminosity in the Galaxy Evolution Explorer (GALEX) far-UV (FUV; 134–178 nm) emission formed in the upper chromosphere and the GALEX near-UV (NUV; 177–283 nm) emission formed in the lower chromosphere. Ribas et al. (2005) found a steeper decline of X-ray emission with age compared to chromospheric and transition region emission for solar analog stars, and Guinan et al. (2016) found a steeper decline of X-ray emission compared to Lyα emission for M0–M5 V stars. For M stars, Guinan et al. (2016) showed that the decay of X-ray emission with time is also faster than the decay of Lyα radiation. These pioneering studies point to a trend of decreasing stellar activity that results from the decay of magnetic fields with decreasing rotation rate. The age dependence of decreasing activity depends on stellar mass with a decay timescale of order 100 Myr for F–K dwarfs and increasing to several Gyr for late-M dwarfs (Reiners & Mohanty 2012).

Flux–flux diagrams, which plot one emission feature, such as X-rays, versus another emission feature, such as UV or Ca ii emission, are useful tools for studying the spectral energy distributions of radiation seen by exoplanets. Stelzer et al. (2013) found that in plots of X-ray luminosity versus luminosity in the GALEX FUV and NUV bands, M dwarfs with weak emission follow the same trend line as active M dwarfs over 3 orders of magnitude in X-ray luminosity. Walkowicz & Hawley (2009) showed that the X-ray flux and Ca ii emission follow a similar trend line for M3 V stars.

Oranje (1986), Schrijver & Rutten (1987), and Rutten et al. (1989) observed chromospheric emission in the Mg ii lines with the International Ultraviolet Explorer satellite and Ca ii emission from ground-based observatories together with X-ray emission observed by the European X-ray Observatory Satellite for main-sequence stars. They found that M dwarfs deviate from the chromosphere-coronal flux–flux correlation (here called trend lines) seen in the warmer stars in the sense that the chromospheric emission is systematically weak compared to coronal emission and that this weakness becomes more pronounced for the coolest and least active stars.

Increasing interest in the environment and habitability of exoplanets of M dwarfs (Shields et al. 2016; Kaltenegger 2017; Wandel 2018) and the availability of more sensitive UV spectra with the Hubble Space Telescope (HST) and X-ray fluxes with the ROSAT, Chandra, and XMM-Newton satellites encouraged us to reexamine the difference in the trend lines between M dwarfs and warmer stars. In particular, we explore whether there is a difference between the trend lines of warmer and cooler M dwarfs and whether stellar age and rotation set limits for these trend lines. Given that the emission from M dwarfs is variable at all wavelengths, our study benefits from the availability of near-simultaneous high-resolution UV spectra of M stars obtained for some of the stars in the HST Measurements of the Ultraviolet Spectral Characteristics of Low-mass Exoplanetary Systems (MUSCLES) Treasury Survey program (France et al. 2016). We will also use UV spectra obtained with other HST programs specifically aimed at M dwarfs.

This paper will explore the X-ray versus Lyα trend lines for M dwarfs separated into spectral type and age bins. The X-ray emission is the primary tool for measuring the heating rates in stellar coronae, although thermal conduction, winds, and radiation in the EUV are additional sinks for coronal heating. The Lyα emission line is by far the brightest feature emitted by chromospheres of G-type stars and represents at least half of the total emission in the UV spectra of M dwarfs (France et al. 2012). Claire et al. (2012) estimated that Lyα photons represented about 40% of all solar photons at $\lambda \lt 170\,\mathrm{nm}$ throughout the Sun's history. Compared to other chromospheric emission lines formed at temperatures less than 10,000 K, the power-law index a in the relation log F(Lyα) = a log F(line) + b is close to unity: $a=0.77\pm 0.11$ for the Mg ii k line (Youngblood et al. 2016) and $a=0.88\pm 0.11$ for the Ca ii K line (Youngblood et al. 2017). Thus, the flux in the Lyα line is a good but not perfect proxy for the total emission from a stellar chromosphere at temperatures less than about 15,000 K. In our comparison of coronal and chromospheric emission from stars between spectral types F and late M, we will use X-ray emission as a diagnostic of coronal emission and Lyα fluxes reconstructed to remove interstellar absorption as a diagnostic for chromospheric emission.

In Section 2, we list the available reconstructed Lyα and X-ray data and the origins of these data. Section 3 describes the different trend lines for the warmer stars compared to the M dwarfs, and in Section 4 we compare L(X)/L(bol) with L(Lyα)/L(bol) as functions of stellar effective temperature and age. We then consider possible explanations for the different trend-line slopes in Section 5 and summarize our conclusions in Section 6.

2. Lyα and X-Ray Fluxes for F–M Dwarf Stars

We include in this study all dwarf stars with spectral types later than mid-F for which there are both reconstructed Lyα and broadband X-ray fluxes. A major source of these data is the paper by Linsky et al. (2013) that gives Lyα and X-ray fluxes for 5 F stars, 18 G stars, 16 K stars, and 8 M stars. The coolest M dwarf in this list is Proxima Centauri (M5.5 V). The Lyα fluxes were reconstructed either by correcting for the observed interstellar H i Lyα absorption along the lines of sight to the stars (Wood et al. 2005) or by simultaneously solving for the intrinsic line profile and the interstellar absorption (France et al. 2012; Youngblood et al. 2016; Wilson et al. 2020). The observations and their data sources are listed in Table 1. The Lyα and X-ray fluxes (erg cm−2 s−1) are listed at a standard distance of 1 au. The stellar effective temperatures and ages are primarily from Schneider et al. (2019) and Melbourne et al. (2020). The bolometric luminosities are computed from the effective temperatures, stellar radii, and Gaia parallaxes cited in these papers. For many of the stars, these quantities are from A. Youngblood (2020, in preparation). In addition to the Lyα and X-ray fluxes cited in the Linsky et al. (2013) paper, we include new data from the following sources.

  • MUSCLES Treasury Survey. The MUSCLES Treasury Survey (France et al. 2016; Loyd et al. 2016; Youngblood et al. 2016) observed seven low-activity M dwarfs and four K dwarfs together with coordinated X-ray and ground-based observations. We include in Table 1 the reconstructed Lyα fluxes (Youngblood et al. 2016) and coordinated X-ray fluxes corrected for interstellar absorption (Loyd et al. 2016). The MUSCLES fluxes for the stars GJ 667C, GJ 832, GJ 876, GJ 581, and GJ 436 are listed in Table 1 instead of the values listed in the previous Linsky et al. (2013) paper. Proxima Centauri was not part of the MUSCLES survey, but the fluxes for the 2017 HST and Chandra observations of the star are included on the MUSCLES team website.
  • Mega-MUSCLES Program. Continuing from the MUSCLES program, the Mega-MUSCLES program (Froning et al. 2019; Wilson et al. 2020) observed 13 more active M dwarfs with HST (program GO-15071) with coordinated Chandra, XMM-Newton, and ground-based observations. A. Youngblood et al. (2020, in preparation) reconstructed the Lyα fluxes for these stars using the technique described in Youngblood et al. (2016). A. Brown et al. (2020, in preparation) analyzed the Chandra ACIS-S S3 CCD spectra of five of these stars: GJ 15A, GJ 163, GJ 849, LHS 2686, and GJ 699 (Barnard's star). The fluxes listed in Table 1 are mean values, except that a flare on GJ 799 was deleted to provide the quiescent emission level. The Chandra observation of GJ 15A was simultaneous with the HST observation.One of the Mega-MUSCLES targets, the M7.5 V star TRAPPIST-1, has a previously reconstructed Lyα flux (Bourrier et al. 2017) and X-ray flux (Wheatley et al. 2017). We use the new Mega-MUSCLES fluxes (Wilson et al. 2020) because the HST and XMM-Newton observations are nearly simultaneous and thus can be reliably compared. To obtain a rough estimate of the uncertainty in the Lyα flux of a late-M dwarf like TRAPPIST-1, one should consider both possible errors in the reconstruction technique and stellar variability. Bourrier et al. (2017) obtained a reconstructed Lyα flux of ${7.6}_{-3.0}^{+1.5}\times {10}^{-15}$ erg cm−2 s−1 from their 2016 Space Telescope Imaging Spectrograph (STIS) data, but, using a different reconstruction technique, Wilson et al. (2020) obtained $({1.09}_{-0.27}^{+0.40})\times {10}^{-14}$ when analyzing the same data. The analysis of the 2018 Lyα STIS spectra by Wilson et al. (2020) resulted in a reconstructed flux of $({1.40}_{-0.36}^{+0.60})\times {10}^{-14}$ in the same units. The uncertainty in the X-ray flux of TRAPPIST-1 is primarily due to stellar variability. Wheatley et al. (2017) obtained an X-ray flux of $(2.0\mbox{--}4.3)\times {10}^{-14}$ erg cm−2 s−1 from their 2014 XMM-Newton EPIC observation, while Wilson et al. (2020) obtained $2\times {10}^{-14}$ from their 2018 EPIC observation.
  • High radial velocity stars program. We include the reconstructed Lyα line fluxes for Kapteyn's star (Guinan et al. 2016; Youngblood et al. 2016) and the reconstructed Lyα fluxes for two high radial velocity stars with spectral types G8 V to M4 V observed by A. Youngblood et al. (2020, in preparation) obtained with HST program GO-15190. We also include the high radial velocity stars Ross 825 and Ross 1044 analyzed by Schneider et al. (2019).
  • Winds of M dwarf stars program. We include the reconstructed Lyα and X-ray fluxes of nine nearby M dwarf stars observed by B. E. Wood et al. (2020, in preparation) with HST program GO-15326. These stars were observed primarily to measure their winds using the Lyα line.
  • FUMES targets. The Far-Ultraviolet M-dwarf Evolution Survey (FUMES; J. S. Pineda et al. 2020, in preparation) observed 10 M0 V to M5 V stars. We have included the two stars with STIS E-140M moderate-resolution spectra and three of the eight stars with STIS G-140L low-resolution spectra. A. Youngblood et al. (2020, in preparation) reconstructed the Lyα lines of these five stars with cited measurement uncertainties less than 25%.
  • Individual targets. We also include in Table 1 the reconstructed Lyα line fluxes of the stars HD 28568 (Schneider et al. 2019), π Men (Garcia Munoz et al. 2020), Kepler-444 (Bourrier et al. 2017), Kapteyn's star (Guinan et al. 2016), GJ 3470 (Bourrier et al. 2018), GJ 821 and GJ 213 (Youngblood et al. 2017), GJ 1132 (Waalkes et al. 2019), and TRAPPIST-1 (Bourrier et al. 2017; Wheatley et al. 2017).

Table 1. Stellar Parameters, Fluxes (erg cm−2 s−1 at 1 au), and Luminosity Ratios

Star Names (Age Group)Age (Gyr) ${T}_{\mathrm{eff}}$ Sp. Type d(pc) ${L}_{\mathrm{bol}}$ f(Lyα) f(X) R(Ly $\alpha )$ R(X)References
SAO 93981 (M)HD 285681.16 ± 0.82 (S)6567F2 V45.2134.144122.684.32.471.7010, 23
SAO 76609 (M)HD 280330.63 ± 0.05 (S)6376F8 V48.3833.98324.719.20.7220.5611
χ Her (O)HD 142373 ${6.85}_{-0.52}^{+0.42}$ (S)5890F8 V15.8334.08321.70.3090.5040.007171
V376 Peg (M)HD 209458 ${3.83}_{-0.70}^{+0.98}$ (S)6071F9 V48.3633.81415.70.3080.6770.01331, 24
HR 4657 (M)HD 1065161.8 ± 0.5 (S)6258F9 V22.3533.80227.85.431.230.2411
ζ Dor (M)HD 332620.68 ± 0.47 (S)6147F9 V11.6333.75046.516.72.320.8341
V993 Tau (M)HD 282050.63 ± 0.05 (S)6197G0 V47.7833.91355.541.41.911.421
${\chi }^{1}$ Ori (Y)HD 395870.3 ± 0.1 (S)5898G0 V8.84033.60241.637.32.922.621
HR 6748 (Y)HD 1651850.44 ± 0.19 (S)5932G0 V17.2033.61248.953.53.363.671
π Men (M)HD 390913 (Y)5870G0 V18.2833.6955.390.9520.3060.0486, 17
HR 4345 (Y)HD 973340.45 ± 0.02 (S)5906G2 V22.6633.61342.839.92.932.731
α Cen A (O)HD 1286205.3 ± 0.3 (S)5793G2 V1.32433.7717.540.1170.3600.005571
Quiet sun (O) 5780G2 V33.5865.950.2240.4360.01642
Active sun (O) 5780G2 V33.5869.152.850.6700.2092
HR 2882 (Y)HD 599670.35 ± 0.07 (S)5830G2 V21.7733.53755.941.94.563.421
${\kappa }^{1}$ Cet (M)HD 206300.6 ± 0.2 (S)5723G4 V9.14633.49430.025.62.702.311
SAO 136111 (M)HD 733500.51 ± 0.14 (S)5836G5 V24.3433.60232.819.32.301.361
SAO 158720 (M)HD 1289870.62 ± 0.07 (S)5574G6 V23.7633.40134.414.33.841.601
HR 2225 (Y)HD 431620.32 ± 0.04 (S)5651G6.5 V16.7333.44441.048.14.144.861
ξ Boo A (Y)HD 131156A0.2 ± 0.1 (S)5483G7 V6.73333.36535.328.34.283.431
61 Vir (O)HD 115617 ${9.41}_{-3.15}^{+1.31}$ (S)5538G7 V8.50633.4995.260.2650.4680.02361
SAO 254993 (Y)HD 2032440.33 ± 0.08 (S)5480G8 V20.8133.37143.820.25.242.421
HR 8 (Y)HD 1660.3 ± 0.1 (S)5327G8 V13.7833.36837.933.04.563.941
τ Cet (O)HD 107005.6 ± 1.2 (S)5290G8.5 V3.60333.2555.660.1760.8860.02761
SAO 28753 (Y)HD 1169560.33 ± 0.10 (S)5308G9 V21.6633.28533.024.74.813.601
HR 1925 (M)HD 373940.5 ± 0.1 (S)5243K0 V12.2833.27429.314.44.382.151
40 Eri A (O)HD 26965 ${11.76}_{-5.19}^{+1.92}$ (S)5147K0.5 V5.03633.1957.331.151.310.2061
α Cen B (O)HD 1286215.3 ± 0.3 (S)5232K1 V1.25533.29710.10.5331.430.07561
DX Leo (Y)HD 824430.25 ± 0.05 (S)5315K1 V18.0833.25631.159.74.859.301
70 Oph A (M)HD 1653411.3 ± 0.3 (S)5407K1 V5.12233.30823.66.623.260.9151
GJ 3651 (O)HD 976589.7 ± 2.8 (S)5157K1 V21.5733.10118.010.3214.010.07145, 24
Kepler-444 (O)HIP 94931 ${11.23}_{-0.99}^{+0.91}$ (S)5053K1 V36.4833.0993.100.6350.6940.14110, 24
EP Eri (Y)HD 179250.2 ± 0.1 (S)5167K1.5 V10.3633.18527.632.95.076.041
epsilon Eri (M)HD 220490.5 ± 0.1 (S)5077K2 V3.20333.09226.64.106.050.9324, 5
36 Oph A (M)HD 1558861.7 ± 0.4 (S)5103K2 V5.95933.13018.03.723.750.7751
LQ Hya (Y)HD 82558 ${0.07}_{-0.02}^{+0.03}$ (S)5376K2 V18.2933.46159.1243.05.7523.61
V368 Cep (Y)HD 220140 ${0.09}_{-0.04}^{+0.06}$ (S)5075K2 V18.9633.12046.9275.010.058.61
PW And (Y)HD 1405 ${0.15}_{-0.02}^{+0.05}$ (S)4796K2 V28.3432.97647.1187.014.055.71
GJ 4130 (O)HD 189733 ${6.4}_{-4.2}^{+4.8}$ (S)5019K2 V19.7733.10211.85.342.631.192, 19
GJ 2046 (O)HD 403076.9 ± 4.0 (S)4925K2.5 V12.9433.01014.20.07123.910.01964, 5
V471 Tau (SB)0.63 ± 0.05 (S)5291K2 V47.7133.270277.91175.42.0178.1, 23
Speedy Mic (Y)HD 1978900.03 ± 0.01 (S)4609K3 V66.7633.497214.702.19.263.0,1
epsilon Ind (M)HD 2091001.6 ± 0.2 (S)4649K4 V3.63932.93617.30.8715.630.2841
61 Cyg A (O)HD 2010916.0 ± 1.0 (S)4361K5 V3.49732.7428.900.4984.540.2541
GJ 370 (O)HD 855125.61 ± 0.61 (S)4455K6 V11.2832.8236.500.1032.750.04354, 5
GJ 338A (O)HD 79210J5 (Y)3940M0 V6.3332.4918.284.287.513.8815
Ross 1044 (O)GJ 1188 $\gt 10$ (S)3754M0 V37.1731.9961.500.1574.260.44610
HIP 23309 (Y)CD -57 10540.0244 (Y)3500M0 V26.932.65116.58135.10.4084.716, 25
AU Mic (Y)HD 1974810.02 ± 0.01 (S)3588M1 V9.72532.44543.070.943.571.72
Kapteyn's (O)GJ 191 ${11.5}_{-1.5}^{+0.5}$ (S)3570M1 VI3.9131.6760.3470.1572.060.9307, 11
GJ 410 (Y)HD 956500.3 (M)3775M1 V11.9432.3869.5612.3611.0414.316, 25
GJ 49 (O)HIP 48725 (M)3175M1.5 V9.8632.18010.271.3219.062.4516, 24
GJ 667C (M)HD 156384C $\gt 2$ (S)3472M1.5 V7.24531.8371.160.0874.760.3574, 22
GJ 205 (O)HD 363955 (Y)3719M1.5 V5.7032.3616.591.678.062.0415
GJ 3470 (M)LP 424-42 (Y)3592M2 V29.4532.2353.640.825.951.3418
GJ 15A (O)HD 13265 (Y)3470M2 V3.5632.0151.810.04584.910.12414, 15, 20
GJ 887 (M)HD 2179872.9 (Y)3720M2 V3.2832.1483.730.3907.450.77915
GJ 832 (O)HD 2049618.4 (S)3522M2 V4.96532.0160.9960.06502.700.1764, 5
GJ 176 (O)HD 2859684.0 ± 0.3 (S)3679M2 V9.47332.1131.490.1833.240.3974, 5
Ross 860 (O)GJ 6495 (Y)3590M2 V10.3832.2315.496.289.0610.3614, 25
GJ 588 (O)CD -40 97125 (M)3490M2.5 V5.9232.0352.740.3567.100.92315
Ross 905 (O)GJ 4364.2 ± 0.3 (S)3416M3 V9.75631.9780.8500.04862.510.1444, 5
GJ 860A a HD 239960 3410M3 V4.0131.7820.7500.9353.484.3415
GJ 581 (O)HO Lib4.1 ± 0.3 (S)3415M3 V6.29931.7090.1860.03041.020.1674, 5
GJ 644B (SB) a HD 1527515 (M)3450M3.5 V6.2032.13813.414.927.430.515
HIP 17695 (Y)G80-210.1 (Y)3400M3 V16.832.02613.1745.934.8121.516, 25
GJ 674 (M)CD -46 115400.5 (Y)3260M3 V4.5531.6541.981.9112.3412.014, 24
GJ 729 (Y)V1216 Sgr0.5 (Y)3240M3.5 V2.9832.1601.803.1734.9861.614, 24
Luyten's (O)GJ 2735 (M)3290M3.5 V3.8031.5890.8460.1236.120.8915
GJ 876 (O)IL Aqr9.51 ± 0.58 (S)3129M3.5 V4.67631.6690.3630.08462.190.5094, 5
GJ 849 (O)BD -05 5 (Y)5 (Y)3600M3.5 V8.8032.1071.430.1563.140.3414, 20
AD Leo (Y)GJ 3880.025–0.3 (S)3308M3 V4.96631.8679.3319.135.773.12
GJ 163 (O)L229-915 (Y)3225M3.5 V15.1431.7541.390.1926.880.9514, 20
Barnard's (O)GJ 69910 (Y)3300M4 V1.8331.1230.140.006882.960.1511, 14, 20, 22
YZ CMi (Y)GJ 2855 (M)3200M4 V5.9931.6719.18913.2155.279.415
GJ 1132 (O)L320-124 $\gt 5$ (S)3216M4 V12.6231.2400.110.03631.920.58812, 14, 24
GJ 1214 (O)G139-215–10 (S)3008M4 V14.6531.0650.1190.03082.880.7455, 24
EV Lac (Y)GJ 8730.025–0.3 (S)3273M5 V5.05031.6633.0719.518.7119.01
LHS 2686 (O)G177-255 (Y)3220M5 V12.1931.1180.390.9678.5421.1814, 20
Prox Cen (O)GJ 5515.3 ± 0.3 (S)2840M5.51.30130.7260.3010.14216.07.552
TRAPPIST-1 (O)7.6 ± 2.2 (S)2550M7.5 V12.4330.3010.0920.13113.018.58, 9, 14

Note.

a The value of f(X) refers to half of the total X-ray flux from the binary system, as the X-ray observations could not resolve the emission from each star. R(Lyα) = 105 L(Lyα)/L(bol). R(X) = 105 L(X)/L(bol). Age group: Y = $\leqslant 450\,\mathrm{Myr}$, M = 0.5–3 Gyr, O = $\geqslant 4\,\mathrm{Gyr}$. SB = spectroscopic binary (treated as a young star). Age (Gyr): S = Schneider et al. (2019), Y = A. Youngblood (2020, in preparation), M = Melbourne et al. (2020). (1) Wood et al. (2005), (2) Linsky et al. (2013), (3) Youngblood et al. (2017), (4) Loyd et al. (2016), (5) Youngblood et al. (2016), (6) King et al. (2019), (7) Guinan et al. (2016), (8) Wheatley et al. (2017), (9) Bourrier et al. (2017), (10) Schneider et al. (2019), (11) Youngblood high RV program, (12) Waalkes et al. (2019), (13) Saur et al. (2018), (14) Mega-Muscles program, Wilson et al. (2020), (15) Wood et al. program GO-15326, (16) FUMES II paper, A. Youngblood et al. (2020, in preparation), (17) Garcia Munoz et al. (2020), (18) Bourrier et al. (2018), (19) Sans-Forcada et al. (2011), (20) A. Brown et al. (2020, in preparation), (21) Singh et al. (1999), (22) France et al. (2020), (23) ROSAT Hyades Catalog, (24) XMM Serendipitous Source Catalog, (25) XMM Slew Catalog, (26) Malo et al. (2014).

Download table as:  ASCIITypeset images: 1 2

2.1. X-Ray Fluxes

The X-ray fluxes cited in Table 1 were observed by instruments on XMM-Newton, Chandra, and ROSAT. Fluxes are given for the 0.2–12 keV (0.1–6 nm) band. For the MUSCLES and Mega-MUSCLES surveys, some of the X-ray observations were obtained on the same day or adjacent days as the Lyα observations, but most of the X-ray observations in Table 1 were obtained at random times uncorrelated with the Lyα observations. We have identified two stars in the MUSCLES program where all of the X-ray and Lyα observations were obtained within the same day. In the subsequent figures, these two M dwarfs (GJ 667C and GJ 176) are identified with circled symbols.

A major source of X-ray fluxes is the online XMM Serendipitous Source Catalog. 12 The fourth-generation catalog (4XMM-DR9), which is a complete rereduction of all data obtained by XMM-Newton until 2019 March, contains the mean fluxes from pointed observations, which may be many pointings for a given star. Another source of X-ray data is the XMM-Newton Slew Source Catalog (XMMSL2). 13 A description of the first slew catalog is in Saxton et al. (2008). From sources in both catalogs, we selected data with the smallest error bars.

3. Stellar Flux–Flux Trend Lines

Figure 1 plots the reconstructed Lyα and X-ray fluxes listed in Table 1 for the F, G, and K stars. The X-ray and Lyα fluxes at the standard distance of 1 au are plotted with different symbols and colors for each spectral class. The least-squares linear fits to the data sets of the F, G, and K stars all have the same slopes, and the trend lines for the G and K stars overlap. We note that the most active single star, Speedy Mic (K3 V), lies at the top of the K-star trend line next to the spectroscopic binary V471 Tau (K2 V + WD), and that the least active K star as measured by the weakest X-ray flux, HD 40307 (K2.5 V), lies below the K-star trend line. In this and subsequent figures, we do not plot measurement errors, because a prime source of error is stellar activity, which is different for the UV and X-ray data typically obtained at different times, especially for cooler stars.

Figure 1.

Figure 1. Plot of the X-ray flux vs. the reconstructed Lyα flux for stars at a standard distance of 1 au. Different symbols represent the fluxes of F (maroon), G (blue), and K (violet) dwarf stars. The solid lines with the same colors are the least-squares fits to the data for stars in each spectral-type category. The names, rotational periods, and ages of the very active K star (Speedy Mic) and the least active K star (HD 40307) are identified. The ⊙ symbol is the Sun at low activity.

Standard image High-resolution image

Figure 2 shows the same data as Figure 1 but includes the M dwarfs divided into M0 V–M2.5 V and M3 V–M7.5 V groups. The early-M star with the weakest Lyα flux is the subdwarf Kapteyn's star (M1 VI). Its weak Lyα emission may result from the star's low metallicity and thus low electron density at chromospheric temperatures.

Figure 2.

Figure 2. Plot of the X-ray vs. reconstructed Lyα flux at 1 au for dwarf stars. Different symbols represent the fluxes of F and G (blue), K (violet), M0–M2.5 (red), and M3–M7.5 (black) stars. The solid lines with the same colors are the least-squares fits to the stars in each spectral-type category. The metal-poor subdwarf Kapteyn's star (M1 VI) is the early-M star with the smallest Lyα flux, and the X-ray-brightest early-M star is the very young star HIP 23309 (M0 V). The two circled symbols are the stars with X-ray and UV observations obtained within less than 1 day: GJ 176 (above) and GJ 667C (below). The ⊙ symbol is the Sun at low activity.

Standard image High-resolution image

We plot linear least-squares fits to the data for each spectral-type group. The fits to the F2–G9 and K stars are similar, with α equal to 2.32 ± 0.26 and 2.34 ± 0.31, respectively. These values are similar to the ones reported by Wood et al. (2005)—$\alpha =2.20\pm 0.13$ for the F–G dwarfs and $\alpha =2.90\pm 0.20$ for the K dwarfs—as would be expected, since there are many stars in common among the two data sets. A single least-squares fit with $\alpha \approx 2.3$ would fit all of the G and K stars, including the Sun, observed at low activity.

The M stars, however, show different trend lines than the F, G, and K stars. The M0 V–M2.5 V stars show a shallower slope ($\alpha =1.76\pm 0.24$). The two early-M dwarfs with X-ray and Lyα data obtained on the same day (GJ 644C and GJ 176) are on the trend line established by stars with mostly noncontemporaneous data. The most active of the early-M stars, the young stars AU Mic (M0 V) and HIP 23309 (M0 V), are at the top of the early-M dwarf and F–G star trend lines. The least active stars, GJ 667C (M1.5 V) and GJ 176 (M2.5 V), have Lyα fluxes a factor of 10 times weaker than the least active G and K stars with similar X-ray fluxes.

The M3–M7.5 group also shows a shallow slope ($\alpha =1.42\pm 0.17$), with the more active of these late-M stars having Lyα fluxes a factor of 4 times lower than the G and K stars with similar X-ray fluxes. The least active of the M3–M7.5 dwarf stars (GJ 581 and GJ 436) have a factor of 10 times weaker Lyα flux than the G and K stars with similar X-ray fluxes. The coolest M dwarf in our list, TRAPPIST-1 (M7.5 V), has a factor of 150 times lower Lyα flux than the G and K stars with similar X-ray fluxes. Figure 2 shows this pattern of decreasing chromospheric emission compared to coronal emission for the increasingly cool and less active M dwarf stars.

The most active stars lie near the top of each trend line, and the least active stars lie near the bottom. For example, the two young stars near the top of the G-star trend line, HR 6748 (age 440 ± 190 Myr) and V993 Tau (age 630 ± 50 Myr), have rotation periods of 5.9 and 4.65 days, respectively, whereas the old stars with the lowest X-ray fluxes at the bottom of the G-star trend line, α Cen A (age 5.3 ± 0.3 Gyr) and τ Cet (age $5.6\pm 1,2$ Gyr), have rotation periods of 28 and 34.5 days, respectively. Note that the quiet Sun (G2 V) lies near the bottom of the G-star trend line close to α Cen A and τ Cet. A star near the top of the K-star trend line is Speedy Mic, a young (30 ± 10 Myr) rapidly rotating star with a rotational period of 0.38 days. At the bottom end of the K-star trend line is the old (6.9 ± 0.4 Gyr) star HD 40307 with a rotation period of 48 days. For the M0 V–M2.5 V star group, AU Mic (age 20 ± 10 Myr) lies at the top of the trend line, and Kapteyn's star (age ${11.5}_{-1.5}^{+0.5}$ Gyr) lies at the bottom of the trend line. A similar trend is seen for the M3 V–M7.5 V star group, with the active and probably young stars AD Leo and EV Lac at the top of the trend line and the 4.2 ± 0.3 Gyr star Ross 905 (GJ 436) and the 7.6 ± 2.2 Gyr star TRAPPIST-1 near the bottom of the trend line. The stellar ages are from the compilation of Schneider et al. (2019).

As stars age on the main sequence, rotate more slowly, and generate less magnetic flux, they descend the trend line for their spectral type. However, the timescale for decreasing rotation depends on stellar mass, with the F–K dwarfs becoming slow rotators before the age of the Pleiades (125 Myr) and the M3–M7.5 stars remaining rapid rotators at the age of Praesepe (790 Myr; Rebull et al. 2017). Since X-ray and Lyα fluxes are usually not measured at the same time for a given star, part of the scatter about the trend lines is due to variable activity, which is larger for the M stars than for the warmer stars (Marino et al. 2002; Loyd & France 2014; Miles & Shkolnik 2017).

Figure 3 shows the decline of M dwarf chromospheres in a different way. The figure plots reconstructed Lyα flux divided by the Lyα flux ratio predicted if the M stars followed the trend line for the G stars at the same X-ray flux. The most important trend in this figure is the large decrease in Lyα flux toward the later spectral types.

Figure 3.

Figure 3. Ratios of the reconstructed Lyα flux, ${f}_{\mathrm{Ly}\alpha }$, to the Lyα flux predicted if the M stars followed the G-star trend line, ${f}_{\exp }$, at the same X-ray flux. The stars are identified and color-coded red for M0 V–M2.5 V stars and blue for M3 V–M7.5 V stars. The larger circles indicate later spectral type. The horizontal dashed line is where the M stars should lie if their Lyα flux followed the G-star trend line for the same X-ray flux.

Standard image High-resolution image

3.1. Error Analysis for the Regression Coefficients

We developed two methods for estimating the linear regression coefficients and their uncertainties for the plots of log Fx versus log ${F}_{{\rm{Ly}}\alpha }$ (Figure 2) and log ${L}_{x}/{L}_{\mathrm{bol}}$ versus log ${L}_{\mathrm{Ly}\alpha }/{L}_{\mathrm{bol}}$. The first method estimates the error of the regression fit by bootstrapping the residuals. For the observed data $({x}_{i},{y}_{i})$, we first estimate the regression coefficients of the linear fit and calculate the fitted values $\hat{y}$. The residuals of the fit are defined as ${e}_{i}={y}_{i}-\hat{y}$. We then built 10,000 bootstrap samples of the residuals $\widetilde{{e}_{i}}$. For each residual series, we computed the bootstrap $\widetilde{{y}_{i}}=\hat{y}+\widetilde{{e}_{i}}$ and then obtained the linear fit for each data set $({x}_{i},\widetilde{{y}_{i}})$. In this way, we obtained the mean and standard deviation of the regression coefficients. These results are shown in Table 2.

Table 2. Fit Parameters for Figures 2 and 4 and the Pearson Correlation Coefficients

EquationSpectral Type α β ${r}_{\mathrm{Pearson}}$
$\mathrm{log}{F}_{x}=\alpha \mathrm{log}{F}_{{\rm{Ly}}\alpha }+\beta $ F2 V–G9 V2.32 ± 0.26−2.41 ± 0.380.842 ± 0.061
 K0 V–K7 V2.34 ± 0.31−2.34 ± 0.450.802 ± 0.08
 M0 V–M2.5 V1.76 ± 0.24−1.00 ± 0.180.815 ± 0.086
 M3 V–M7.5 V1.42 ± 0.17−0.25 ± 0.120.832 ± 0.072
$\mathrm{log}{L}_{X}/{L}_{\mathrm{bol}}=\alpha \mathrm{log}{L}_{{\rm{Ly}}\alpha }/{L}_{\mathrm{bol}}+\beta $ F2 V–G9 V2.28 ± 0.20−0.85 ± 0.090.888 ± 0.046
 K0 V–K7 V2.27 ± 0.42−1.36 ± 0.330.693 ± 0.114
 M0 V–M2.5 V1.97 ± 0.44−1.39 ± 0.390.655 ± 0.138
 M3 V–M7.5 V1.89 ± 0.18−1.06 ± 0.190.88 ± 0.052

Download table as:  ASCIITypeset image

The second method, which is not a traditional bootstrap, involves allowing both xi and yi to vary within a wide range and then solving for the regression coefficients multiple times to determine their mean values and uncertainties. We allowed all values of ${F}_{\mathrm{Ly}\alpha }$ or ${L}_{\mathrm{Ly}\alpha }/{L}_{\mathrm{bol}}$ to vary randomly between 0.7 and 1.3 times the observed values and all values of Fx or ${L}_{x}/{L}_{\mathrm{bol}}$ to vary randomly between zero and twice the observed values. The results are very similar to those obtained by the first method.

4. Trend Lines for Luminosity Divided by Bolometric Luminosity

Between the early-F and late-M dwarfs, stellar effective temperatures, radii, and bolometric luminosities change by large factors. Ratios of X-ray and Lyα luminosities to the stellar bolometric luminosities measure the relative amounts of radiated energy from the chromosphere and corona. Table 1 lists bolometric luminosities computed from the stellar radii, effective temperatures, and distances listed in Schneider et al. (2019), Melbourne et al. (2020), and A. Youngblood et al. (2020, in preparation). The ratios R(Lyα)=105 L(Lyα)/L(bol) and R(X) = 105 L(X)/L(bol) in Table 1 are computed from the fluxes and bolometric luminosities. The ages listed after the star names are in three categories: young stars (Y) 0–450 Myr, middle-aged stars (M) 0.5–3 Gyr, and old stars (O) $\gt 4\,\mathrm{Gyr}$. We group the stars into these three groups because many stellar ages are imprecise. Most of the ages are from the compilations of Schneider et al. (2019) and Melbourne et al. (2020).

In Figure 4, we plot L(X)/L(bol) versus L(Lyα)/L(bol) for the stars grouped by spectral type. Unlike Figure 2, the stars in Figure 4 are clumped together as the small bolometric luminosities of the M stars move their luminosity ratios to the upper right. The regression line slopes α in the luminosity ratio equation log L(X)/L(bol)=α log(L(Lyα)/L(bol)) + β are similar to the regression line slopes for the flux–flux equation as shown in Table 2. GJ 176 is on the trend line for early M stars, but GJ 667C is slightly off the trend line. The errors in the regression coefficients were computed as described in Section 3.1. We next consider how L(X)/L(bol) and L(Lyα)/L(bol) change with stellar effective temperature (${T}_{\mathrm{eff}}$) for stars with different ages.

Figure 4.

Figure 4. Plot of the X-ray to bolometric luminosity ratios vs. the reconstructed Lyα to bolometric luminosity ratios. The data points are color-coded with different symbols for the F2–G9 (blue), K (violet), M0–M2.5 (red), and M3–M7.5 (black) stars. The solid lines with the same color coding are the least-squares linear fits to the data in each spectral-type range. The two circled symbols are the stars with X-ray and UV observations obtained within less than 1 day: GJ 176 (left) and GJ 667C (right). The quiet Sun is identified by the ⊙ symbol.

Standard image High-resolution image

4.1. Young Stars

We have identified 21 young stars with reconstructed Lyα and X-ray fluxes. The range in ages for these young stars is 0.02 (AU Mic and HIP 23309) to 0.44 (HR 6748) Gyr. The boundary between young and middle-aged stars is arbitrary, but separating young from middle-aged stars at 0.45 Gyr reveals a clear pattern. We include two spectroscopic binaries (V471 Tau and GJ 644B) in the young star list, as tidally induced rapid rotation raises their activity levels to those of the rapidly rotating young stars (Wheatley 1998). The distribution of data points in Figure 5 and least-squares fits to the data show two interesting trends. The L(Lyα)/L(bol) data increase smoothly from ${T}_{\mathrm{eff}}=6000$ (near spectral type G0 V) to 3000 (near spectral type M5 V) K, implying that the fraction of the stellar bolometric luminosity that heats chromospheres increases steadily to cooler stars.

Figure 5.

Figure 5. Plot of L(X)/L(bol) and L(Lyα)/L(bol) vs. effective temperature for stars younger than 450 Myr. The solid red line is a least-squares linear fit to the L(Lyα)/L(bol) data. The solid blue line is the ${10}^{-3.1}$ saturation level. The ages (in Myr) of four stars with temperatures between 4600 and 5400 K are given above the stars.

Standard image High-resolution image

The L(X)/L(bol) data behave differently than L(Lyα)/L(bol). At high temperatures, L(X)/L(bol) is roughly equal to L(Lyα)/L(bol), but beginning near 5400 K (about spectral type G8 V), L(X)/L(bol) rises steeply to near the saturation value of ${10}^{-3.1}$. The L(Lyα)/L(bol) does not reach saturation for young stars until ${T}_{\mathrm{eff}}\approx 3000$. This behavior may result from the different ages of stars in our young star sample. There are 12 stars in Figure 5 with ${T}_{\mathrm{eff}}$ in the range 5167–5932 K. Eleven of these stars have ages 200–450 Myr with a mean age of 310 Myr. All of these stars have L(X)/L(bol) below 10−4. The exception is LQ Hya, with an age of 70 Myr and ${T}_{\mathrm{eff}}=5376$ K, which has L(X)/L(bol) well above 10−4. Three other somewhat cooler stars with ages 30–150 Myr have L(X)/L(bol) close to ${10}^{-3.1}$, as shown in Figure 5. However, the L(Lyα)/L(bol) values for these four stars are close to the least-squares fit. We interpret these data in terms of coronal heating in G and K stars younger than about 150 Myr and cooler than about 5200 K being enhanced relative to chromospheric heating.

4.2. Middle-aged Stars

For the 17 stars with middle ages, which we consider here to be 0.5 (epsilon Eri) to 3 (π Men) Gyr, the dependence on ${T}_{\mathrm{eff}}$ is somewhat different than that for the young stars. Like the young stars, the L(Lyα)/L(bol) in Figure 6 also increases smoothly to lower effective temperatures. On the other hand, the L(X)/L(bol) data points are widely scattered with no apparent pattern except that they are far below saturation and well below L(Lyα)/L(bol).

Figure 6.

Figure 6. Plot of L(X)/L(bol) and L(Lyα)/L(bol) vs. effective temperature for stars with ages between 0.5 and 3 Gyr. The solid lines are the least-squares linear fits to the L(Lyα)/L(bol) (red) and L(X)/L(bol) (blue) data. The circled symbols are for GJ 667C.

Standard image High-resolution image

4.3. Older Stars

In Figure 7, we show data for the group of 33 older stars between ages 4.0 (GJ 176) and 11.6 (Kapteyn's star) Gyr. The data for GJ 176 are on both trend lines. Similar to the young and middle-aged stars, L(Lyα)/L(bol) also increases smoothly to the coolest stars in our sample. Although the L(X)/L(bol) data are scattered, they show an increasing trend to lower ${T}_{\mathrm{eff}}$ with a steeper slope than L(Lyα)/L(bol). The mean ratio of L(Lyα)/L(bol) to L(X)/L(bol) decreases from a factor of about 100 near ${T}_{\mathrm{eff}}=6000$ K to a factor of about 3 near 3000 K. Here L(X)/L(bol) and L(Lyα)/L(bol) are nearly equal for some of the coolest stars. We find that for the older stars, with decreasing ${T}_{\mathrm{eff}}$, coronal emission and heating become increasingly important relative to chromospheric emission and heating.

Figure 7.

Figure 7. Plot of L(X)/L(bol) and L(Lyα)/L(bol) vs. effective temperature for stars older than 4 Gyr. The solid lines are the least-squares linear fits to the L(Lyα)/L(bol) (red) and L(X)/L(bol) (blue) data. The circled symbols are for GJ 176.

Standard image High-resolution image

4.4. Comparison of L(Lyα)/L(bol) for Stars of Different Age Groups

Figure 8 compares the least-squares fits to the L(Lyα)/L(bol) data for the young, middle-aged, and older stars. These three plots are nearly parallel and show a decrease by an order of magnitude at all effective temperatures between the young and older stars. The black line in the figure is the least-squares plot of L(X)/L(bol) for the older stars showing an increased slope toward lower ${T}_{\mathrm{eff}}$ compared to L(Lyα)/L(bol).

Figure 8.

Figure 8. Plots of the least-squares fits to the L(Lyα)/L(bol) data for young ($\lt 0.45\,\mathrm{Gyr}$; red line), middle-aged (0.5–3 Gyr; blue line), and older ($\gt 4\,\mathrm{Gyr}$; plum line) stars vs. effective temperature. For comparison, the least-squares fit to the L(X)/L(bol) data is shown for the older stars (black line).

Standard image High-resolution image

4.5. Comparison of L(Lyα)/L(bol) with L(X)/L(bol) for Stars with Saturated X-Ray Emission

Young F, G, and K stars are rapid rotators that generally show maximum X-ray emission with L(X)/L(bol) $\approx {10}^{-3.1}$ (Pizzolato et al. 2003). For early-F stars, however, the maximum value for L(X)/L(bol) is about ${10}^{-4.3}$ (Jackson et al. 2012). The decrease from saturated X-ray emission occurs with decreasing rotation rate after about age 100 Myr for F, G, and K stars but significantly later for M stars that have longer spin-down times (Newton et al. 2017). For F, G, and K stars, saturated emission occurs when the rotation period is less than 1.3–3.5 days, depending on stellar mass, but the maximum rotation period for saturation is greater than about 10.8 days for M stars (Pizzolato et al. 2003). As measured by the GALEX NUV and FUV fluxes corrected for photospheric emission, chromospheric emission is also saturated until approximately 100 Myr for F, G, and K stars but much later ages for late-M stars (Richey-Yowell et al. 2019; Schneider & Shkolnik 2019). A young star with L(X)/L(bol) exceeding 10−2, GJ 871.1 (M4 IV) was not included in our analysis, as the observed L(X)/L(bol) ratio exceeded the saturation level by more than an order of magnitude, indicating that flares occurred during the observations.

Our data set provides an opportunity to explore the saturation behavior of X-ray and Lyα emission as a function of ${T}_{\mathrm{eff}}$ in the same stars. We first select stars with ages less than 100 Myr. As shown in Figure 9, there are eight stars that meet this criterion. For stars cooler than 5075 K (V368 Cep), the values of L(X)/L(bol) are close to ${10}^{-3.1}$ with little dispersion, but the corresponding L(Lyα)/L(bol) values are much lower than L(X)/L(bol). This shows that when the coronal emission is saturated (or nearly so), the saturated emission level for chromospheric emission is an order of magnitude lower for early-K stars (${T}_{\mathrm{eff}}\approx 5000\,{\rm{K}}$) but only a factor of 3 lower for late-M dwarfs.

Figure 9.

Figure 9. Plot of L(X)/L(bol) and L(Lyα)/L(bol) vs. effective temperature for stars younger than 100 Myr (black symbols). The solid blue line is the X-ray saturation level of ${10}^{-3.1}$. The solid red line is a least-squares linear fit to the L(Lyα)/L(bol) data. Also included are L(X)/L(bol) (blue) and L(Lyα)/L(bol) (red) data for the 150 Myr K2 V star PW And and the field-age late-M star YZ CMi (letters P and Y). The letters V and G are for the spectroscopic binaries V471 Tau and GJ 644B.

Standard image High-resolution image

To check on the broader applicability of these trends, we include older stars with large L(X)/L(bol). These are shown as colored letters in Figure 9. The K2 V star PW And is in the AB Dor moving group with an age of ${149}_{-19}^{+51}$ Myr. The values of both L(X)/L(bol) and L(Lyα)/L(bol) are consistent with the younger stars at similar ${T}_{\mathrm{eff}}$. The M4 V star YZ CMi also fits these trends despite its field star age (about 5 Gy), indicating that late-M stars can also have saturated emission like the young stars. Another group of stars that could have saturated X-ray and Lyα emission are short-period spectroscopic binaries that have been spun up due to tidal interactions. There are two spectroscopic binaries in Table 1: the ${P}_{\mathrm{orb}}=0.521$ day period V471 Tau (K2 V + DA) binary (Hussain et al. 2006) and the ${P}_{\mathrm{orb}}=2.9655$ day period GJ 644B (M3.5V + SB) multiple system (Mazeh et al. 2001). The two systems are only partially consistent with the trends shown by the younger stars. For V471 Tau, L(X)/L(bol) is slightly above ${10}^{-3.1}$, perhaps due to X-ray emission from the hot white dwarf star, but L(Lyα)/L(bol) is far above the trend line. For GJ 644B, L(X)/L(bol) is well below ${10}^{-3.1}$, but L(Lyα)/L(bol) is on the trend line. A much larger sample of spectroscopic binaries is needed to test whether their saturation properties are similar to the $\lt 100\,\mathrm{Myr}$ stars.

5. Discussion

5.1. Trends with Spectral Type and Effective Temperature

Compared to the F, G, and K stars, M dwarfs show an increasing trend of weak chromospheric emission relative to their coronal emission, as clearly shown in Figures 2 and 3. Stellar age also plays an important role in determining whether chromospheric emission becomes relatively weak or coronal emission becomes relatively strong with decreasing ${T}_{\mathrm{eff}}$. Since emissions from both chromospheres and coronae decay with the decreasing rotation rate and magnetic flux that occur as stars age on the main sequence, we have separated stars into three age groups: young (age $\lt 450$ Myr), middle-aged (0.5–3 Gyr), and older ($\gt 4$ Gyr). This crude age discriminant is needed to have at least 15 stars in each group for decent statistics.

The smooth increase of L(Lyα)/L(bol) with decreasing ${T}_{\mathrm{eff}}$ for stars in all age groups says that with decreasing ${T}_{\mathrm{eff}}$, an increasing fraction of the stellar luminosity heats chromospheres irrespective of stellar age. The decrease in chromospheric heating by a factor of 10 from the young to the older stars shown in Figure 8 is remarkable in that it shows that stellar effective temperature and thus bolometric luminosity are relatively unimportant parameters for understanding the relative decline of chromospheric emission with stellar age. France et al. (2018) also found that the decrease in the normalized flux for the chromospheric Si iii 120.6 nm line, L(Si iii)/L(bol), with rotation period is the same for F, G, K, and M stars. These two results are consistent, as the increase in rotation period is correlated with stellar age.

The trend of L(X)/L(bol) with ${T}_{\mathrm{eff}}$ and stellar age is more complex. For the young star group, the increase in L(X)/L(bol) with decreasing effective temperature overlaps L(Lyα)/L(bol) for F and G stars (${T}_{\mathrm{eff}}=5400\mbox{--}6300$ K), but L(X)/L(bol) then rapidly rises to the saturation level (10−3), while L(Lyα)/L(bol) continues its steady increase to lower effective temperatures. This suggests that for G and K stars younger than about 150 Myr, coronal heating exceeds chromospheric heating by about an order of magnitude, and this difference decreases with age. New observations are needed to test this interpretation of the relative heating of coronae and chromospheres.

For older stars, there is a simple trend: L(X)/L(bol) increases far more rapidly with decreasing ${T}_{\mathrm{eff}}$ than does L(Lyα)/L(bol). Near ${T}_{\mathrm{eff}}\,$= 6000 K, L(Lyα)/L(bol) is 100 times larger than L(X)/L(bol), but L(Lyα)/L(bol) is only a factor of 3 times larger than L(X)/L(bol) near ${T}_{\mathrm{eff}}=2500$ K. Thus, for older stars, there is a more rapid increase in coronal heating compared to chromospheric heating with decreasing ${T}_{\mathrm{eff}}$.

The dispersion of L(X)/L(bol) about the trend lines is much larger than the dispersion of L(Lyα)/L(bol) for the middle-aged and older stars. In part, this must be a consequence of the large variation in X-ray flux between magnetic cycle maximum and minimum. For α Cen A and B, Ayres (2014) found minimum-to-maximum X-ray flux ratios of 3.4 and 4.5, respectively, as observed by the Chandra/HRC instrument with its 0.5–17.5 nm bandpass. These minimum-to-maximum contrasts are larger that what is typically seen in chromospheric lines. With its spectral bandpass limited to $\lt 3.5\,\mathrm{nm}$, the instruments on XMM-Newton detected a very deep minimum in the X-ray flux from α Cen A in 2005. This points to the second reason for the large dispersion in the L(X)/L(bol) data for middle-aged and older stars. Such stars have coronae with temperatures near $1\times {10}^{6}$ K (Ayres 2014). Decreases in coronal temperature near cycle minimum cause a larger fraction of the coronal emission to be at the longer wavelengths that XMM-Newton and even Chandra cannot detect. The combination of variations in coronal heating over a cycle, changing spectral hardness compared to instrumental bandwidth, and flares conspire to produce the large scatter in L(X)/L(bol) about the trend lines.

5.2. Possible Explanations for the Different Emissions from Coronae and Chromospheres

We find that the relative emission and therefore heating rates of chromospheres and coronae depend on stellar age and effective temperature very differently. What could be the contributing factors to this different behavior? We consider four important differences between M dwarfs and warmer stars that could explain the different trend-line slopes and L(Lyα)/L(bol) and L(X)/L(bol) trends with ${T}_{\mathrm{eff}}$: (1) M stars having higher gravity and lower photospheric opacity, (2) the different effects of flares on the Lyα and X-ray emissions, (3) M stars having increased molecular formation and lower ionization in their photospheres and lower chromospheres, and (4) the absence of a radiative core structure in stars cooler than spectral type M3.5 V. We now consider each of these factors.

  • (1)  
    Since ${R}_{\star }^{2}$ decreases faster than stellar mass along the main sequence, M dwarfs have higher gravities ($g\propto M/{R}_{\star }^{2}$) than solar-mass stars by a factor of 2–3. Since the pressure scale height is inversely proportional to gravity, M dwarf photospheres are more compact than for more massive stars. The M dwarf photospheres are also denser than for warmer dwarf stars, because important opacities (e.g., H and H) are smaller due to lower temperatures and decreased ionization. It appears that there may be a fundamental link between atmospheric structure and the trend lines relating heating of coronae and chromospheres. The precise nature of this link is uncertain, but one component could be that higher photospheric gas pressures increase the equipartition magnetic field strengths (${P}_{\mathrm{gas}}={B}^{2}/8\pi $), and M dwarfs usually have significantly higher magnetic field strengths than solar-type stars (e.g., Reiners 2012). We consider this to be the most interesting of the possible explanations.
  • (2)  
    For three older M dwarfs, Loyd et al. (2018) found that flares contribute at least 10%–40% of the quiescent FUV flux, and that during flares, the Lyα flux increases by a much smaller factor than higher-temperature lines and the X-ray flux. Since flares are more frequent in older M dwarfs than older G dwarfs, flaring may play a role in explaining the relative behavior of X-ray and Lyα emission with decreasing ${T}_{\mathrm{eff}}$. Coronal temperatures determine the fraction of the input magnetic energy that is radiated within the XMM-Newton and Chandra bandpasses as opposed to the EUV wavelengths outside of the X-ray bandpasses. The cooler coronae of older G stars like the Sun have a higher percentage of coronal emission in the EUV range than the hotter coronae of older M dwarfs. The more rapid increase in L(X)/L(bol) compared to L(Lyα)/L(bol) with decreasing ${T}_{\mathrm{eff}}$ could be due in part to the higher percentage of coronal emission in the Chandra and XMM-Newton bandpasses rather than in the EUV with decreasing ${T}_{\mathrm{eff}}$. A quantitative assessment of this effect would be useful but is beyond the scope of this paper.
  • (3)  
    The M stars have lower temperatures in their photospheres and lower chromospheres compared to warmer stars, as shown, for example, by the temperature distributions of GJ 832 (M2 V) and the Sun in Figure 1 of Fontenla et al. (2016). Lower temperatures lock up atoms in molecules and cause reduced ionization. With decreasing photospheric temperatures, hydrogen and abundant metal atoms (e.g., C, N, and O) can be sequestered in diatomic and more complicated molecules. At these low temperatures, only atoms with very low ionization potentials, such as Na and K, can supply the free electrons needed for important opacity sources such as H, but these atoms have very low abundances. Also, the gases in nearly neutral photospheres and lower chromospheres are poor electrical conductors, which may alter MHD wave dissipation and flare heating processes in chromospheres. The heating in stellar coronae, however, may be unaffected, as hot plasma is highly ionized.
  • (4)  
    A fourth possible cause for relatively weak chromospheric emission compared to coronal emission may be related to the switch from radiative cores in stars warmer than spectral type M3.5 V to fully convective interior structures of cooler stars. Interior structure models (e.g., van Saders & Pinsonneauldt 2012; Baraffe & Chabrier 2018) predict that after stars reach the main sequence, stars with masses greater than about $0.35{M}_{\odot }$ acquire and retain radiative cores, whereas stars with lower masses remain fully convective. At ${M}_{\star }=0.35{M}_{\odot }$, dwarf stars have ${T}_{\mathrm{eff}}\approx 3300$ K and a spectral type near M3.5 V. Baraffe & Chabrier (2018) found that near this critical mass, the abundances of 3He in the stellar core and envelope play important roles in nuclear reaction rates, leading to the subtle change in stellar luminosity and color seen in Gaia photometry (Jao et al. 2008).

For solar-type stars, the regeneration and amplification of magnetic fields is generally described by a $\alpha {\rm{\Omega }}$-type dynamo (Dobler 2005; Cameron et al. 2017). In the simplest example of a kinematic $\alpha \omega $ dynamo, the velocity fields are specified rather than self-consistently computed. The α effect converts toroidal magnetic fields into poloidal fields, and the Ω effect converts poloidal fields into toroidal fields. The interplay between these two processes is driven by stellar rotation and turbulence. The regeneration of magnetic fields in $\alpha \omega $ dynamo models is usually thought to occur mainly near the tachocline, the interface between the radiative core and convective envelope, where rotational shear and associated turbulence are at maximum. Stellar dynamos are likely far more complex than this simple model, and many problems are still inadequately understood (Charbonneau 2014; Brun & Browning 2017)

Without a radiative core, a star has no tachocline, and the simple kinematic $\alpha \omega $-type dynamo should no longer be feasible. However, fully convective cool M dwarfs do have strong magnetic fields (Reiners 2012) indicating that magnetic heating is occurring in their chromospheres and coronae. A different type of dynamo, perhaps a ${\alpha }^{2}$-type dynamo, could operate in the convective envelopes of stars cooler than M3.5 V (Chabrier & Baraffe 2000) and perhaps also in the warmer M stars.

5.3. Search for Observational Evidence of Changes When Stars Become Fully Convective

While there have been many searches for changes in the X-ray, UV, and Hα fluxes that could result from a fundamental change in the way magnetic fields are amplified in stellar interiors, most have found no changes near spectral type M3.5 V. For example, Stelzer et al. (2013) did not find any obvious changes in the ratios of fluxes in different energy bands between early- and late-M dwarfs that would indicate a change in interior structure. In their volume-limited survey of X-ray emission from K and M dwarf stars, Fleming et al. (1995) also found no evidence for a decrease in L(X)/L(bol) and thus coronal heating efficiency between early-M dwarfs and the fully convective late-M dwarfs. Loyd et al. (2018) found that the rate of flaring is the same for both young and old M dwarfs with no obvious spectral-type dependence within the M dwarfs.

In their study of M dwarfs with masses of 0.1–0.5 M, Newton et al. (2017) found that there is a single relationship between L(Hα)/L(bol) and the Rossby number ${R}_{0}={P}_{\mathrm{rot}}/\tau $, where ${P}_{\mathrm{rot}}$ is the stellar rotation period and τ is the convective turnover time, implying no change in the magnetic dynamo across the radiative/convective core boundary. Wright & Drake (2016) showed that fully convective M dwarfs show the same behavior of L(X)/L(bol) as seen in the more massive stars and concluded that both the more massive M stars with radiative cores and the less massive fully convective stars likely have the same dynamo process, perhaps a dynamo that generates magnetic fields by the helical turbulence first proposed by Durney et al. (1993).

Are there any observations of different magnetic field properties that could identify changes in stellar interior structures? Shulyak et al. (2015) found no difference in the magnetic field distributions between partially and fully convective stars in their high-resolution study of Zeeman broadening of spectral lines, and Morin et al. (2010) found that the fully convective M dwarfs have a diverse range of magnetic topologies with a tendency for a higher degree of magnetic field organization (more flux in lower-degree spherical harmonics) than the partially convective stars.

Magnetic fields in stellar coronae likely play a major role in the first ionization potential (FIP) effect, in which elements with an FIP of less than about 10 eV are enhanced relative to elements with an FIP greater than hydrogen (13.5 eV). First identified in the solar corona (e.g., von Steiger et al. 1995; Feldman & Laming 2000; Laming 2015), the FIP effect has also been identified in stellar coronae (e.g., Drake et al. 1997; Güdel et al. 2001). In their analysis of Chandra Low Energy Transmission Grating Spectrograph (LETGS) data, Wood et al. (2018) showed that the FIP effect occurs in A7 V to K5 V stars, and for stars cooler than K5 V, including M dwarfs, an inverse-FIP effect occurs when the low-FIP elements have lower coronal abundances than the high-FIP elements. This change from FIP to inverse FIP may indicate that the propagation of MHD waves through coronal magnetic loops is very different in the M stars compared to warmer stars (Wood et al. 2018). However, the change occurs near spectral type K5 (${T}_{\mathrm{eff}}\approx 4400$ K), not M3.5 (${T}_{\mathrm{eff}}\approx 3300$ K).

While we find that for the older stars, both L(X)/L(bol) and L(Lyα)/L(bol) increase smoothly (with different slopes) to lower effective temperatures, we find no clear evidence for changes in either quantity near the fully convective boundary. A much larger data set is needed to find any substantial changes near this boundary.

6. Conclusions

This paper seeks to answer two questions that were not usually asked in previous studies of dwarf stars with convective interiors. First, what is the relative amount of UV flux from stellar chromospheres and X-ray flux from stellar coronae emitted by F, G, K, and M dwarf stars? These emissions as measured by the stellar Lyα flux and X-ray flux, respectively, are critically important for understanding the rate of mass loss and photochemical reactions occurring in exoplanet atmospheres. Are there patterns in the relative behavior of these two types of emission for different types of stars?

Second, we ask whether the relative amount of heating in stellar chromospheres and coronae depends upon stellar effective temperature and age. The answer to this question is important for determining which types of heating processes operate in stars. Our analysis of 79 stars observed in recent observing programs with HST and several X-ray observatories has led to the following conclusions.

  • 1.  
    For stars with similar spectral types and effective temperatures, the trend lines between chromospheric and coronal emission are described by power laws. As stars become less active with increasing age, slower rotation, and weaker magnetic fields, the relative fluxes of the chromospheric and coronal emissions both decrease following the trend line for their spectral type. We show that the trend lines for F, G, and K dwarfs are nearly identical, but the trend lines for M stars differ significantly from those of the warmer stars. In particular, the trend-line slopes (α) for the M0–M2.5 ($\alpha =1.76\pm 0.24$) and M3–M7.5 ($\alpha \,=1.42\pm 0.17$) stars are smaller than for the F2–G9 V ($\alpha =2.32\pm 0.26$) and K0–K7 V ($\alpha =2.34\pm 0.31$) stars.
  • 2.  
    At the same X-ray flux level (normalized to a distance of 1 au), the more active M3–M7.5 stars show Lyα emission a factor of 4 smaller than corresponding F–K stars, and for the least active late-M stars, the Lyα emission is a factor of 10 lower. The coolest star in the sample, TRAPPIST-1 (M7.5 V), emits a factor of 150 times less Lyα flux than do the least active F–K stars with similar X-ray fluxes. The relative amounts of chromospheric and coronal emission in M stars are thus qualitatively different from the warmer stars. This difference is most extreme for the coolest star in the sample.
  • 3.  
    We call attention to a possible fundamental link between atmospheric structure and the trend lines relating heating of coronae and chromospheres. With their higher gravities and lower photospheric temperatures, M dwarf atmospheres are denser and less ionized and have smaller pressure scale heights than warmer stars. The precise nature of the link is uncertain, but one underlying cause could be that higher photospheric gas pressures increase the equipartition magnetic field strengths (${P}_{\mathrm{gas}}={B}^{2}/8\pi $), and M dwarfs usually have significantly higher magnetic field strengths than solar-type stars. The relative heating rates in chromospheres and coronae should be related to the strength and scale height of the magnetic fields in stratified atmospheres with different pressure scale heights.
  • 4.  
    The M stars show different trend lines and wider scatter about the trend lines than the warmer stars. Increased scatter is expected, as even low-activity M dwarfs flare more often than warmer stars and show larger UV and X-ray variability. The different trend lines for the M stars compared to the warmer stars suggest that different heating mechanisms may operate in the M stars compared to the warmer stars that distribute heat differently between their chromospheres and coronae.
  • 5.  
    We find that the fraction of a star's bolometric luminosity that heats its chromosphere increases smoothly with decreasing ${T}_{\mathrm{eff}}$ for dwarf stars of all ages, but this fraction decreases by a factor of 10 from the group of young stars (age $\lt 450$ Myr) to the older stars (age $\gt 4$ Gyr) at all effective temperatures.
  • 6.  
    The dependence of L(X)/L(bol) on ${T}_{\mathrm{eff}}$ is very different for the young and older stars. For G and K stars younger than about 150 Myr, saturated coronal heating as measured by L(X)/L(bol) is significantly larger than saturated chromospheric heating as measured by L(Lyα)/L(bol). As stars age, both L(X)/L(bol) and L(Lyα)/L(bol) decrease from their saturation levels, and L(Lyα)/L(bol) becomes larger than L(X)/L(bol). For the older stars, L(X)/L(bol) increases far more steeply with decreasing ${T}_{\mathrm{eff}}$ than does L(Lyα)/L(bol). We conclude that, at least for the older stars, coronal heating becomes much more important compared to chromospheric heating with decreasing ${T}_{\mathrm{eff}}$.
  • 7.  
    We asked whether the decreasing ratio of Lyα to X-ray emission in the cooler M dwarfs results from chromospheres becoming weaker or coronae becoming stronger. Plots of L(X)/L(bol) and L(Lyα)/L(bol) with respect to stellar effective temperature show that for the younger stars, chromospheric emission increases gradually with decreasing effective temperature, but coronal emission increases dramatically to saturation levels for stars with ${T}_{\mathrm{eff}}\lt 5300$ K (spectral type K2 V). The likely explanation for this effect is that for stars younger than about 150 Myr, coronal heating is an order of magnitude larger than chromospheric heating, but this difference decays with age. For the older stars, L(X)/L(bol) increases much faster to lower ${T}_{\mathrm{eff}}$ than does L(Lyα)/L(bol). We have described several possible explanations for coronal heating increasing much faster than chromospheric heating with decreasing ${T}_{\mathrm{eff}}$. We conclude that the decreasing ratio of Lyα to X-ray emission in the cooler M dwarfs results from coronal emission becoming stronger rather than chromospheric emission becoming weaker with decreasing ${T}_{\mathrm{eff}}$.
  • 8.  
    We searched for observational evidence for an abrupt change in Lyα or X-ray flux near spectral type M3.5 V (${T}_{\mathrm{eff}}\approx 3300$ K), where dwarf stars become fully convective. We found gradual changes in Lyα and X-ray fluxes and luminosities divided by bolometric luminosity but no abrupt changes at or near the boundary.
  • 9.  
    Photochemistry and mass loss in exoplanet atmospheres are driven by the spectral energy distribution of the host star's radiation. Very different evolutions of exoplanet atmospheres can result from whether the host star is an M dwarf or a warmer star. The different trend lines of M stars compared to warmer stars mean that the spectral energy distributions of M stars will evolve in different ways than warmer stars as stars age on the main sequence. This difference in the host star's evolution will be important in assessing whether exoplanets of M stars can retain their atmospheres.

J.L.L. acknowledges support from STScI for programs HST-AR-15038, HST-GO-15071, HST-GO-15190, and HST-GO-15326. B.W. acknowledges support from STScI and NASA through program HST-GO-15326. A.Y. thanks STScI and NASA for funding program HST-GO-15190. A.B. acknowledges support for processing the X-ray observations used in this paper from Chandra Guest Observer grants GO4-15014X, GO5-16155X, and GO8-19017X. K.F. acknowledges support through HST-GO-15071. S.P. thanks STScI and NASA for support of program HST-GO-14640. S.R. thanks the Glasstone Foundation and Jesus College for her research funding and support. P.W. acknowledges support from STFC through consolidated grants ST/P000495/1 and ST/T000406/1.

Facilities: HST(STIS) - Hubble Space Telescope satellite, HST(COS) - , XMM-Newton - , Chandra X-ray Observatory - , ROSAT. -

Note added in proof

In their study of Ca II H and K emission from dK4 to dM4 stars, Houdebine et al. (2017) found that the slope in the Lx vs LHK relation is about 1.56, similar to the value for the M0 V to M2.5 V stars in the present paper. They also found that the ratio Lx /LHK increased a factor of 100 between spectral type dK4 and dM4 similar to the result in Figure 4. They explained this increase in terms of the time scales of convection and electromagnetic coupling becoming in resonance near spectral type dM4.

Footnotes

Please wait… references are loading.
10.3847/1538-4357/abb36f