{'fraction_non_alphanumeric': 0.041146151830173845, 'fraction_numerical': 0.03658163711015987, 'mean_word_length': 4.4634291850614485, 'pattern_counts': {'":': 0, '<': 1, '<?xml version=': 0, '>': 3, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
Detection of Flare-induced Plasma Flows in the Corona of EV Lac with X-Ray Spectroscopy

Stellar flares are characterized by sudden enhancement of electromagnetic radiation from the atmospheres of stars. Compared to their solar counterparts, our knowledge on the coronal plasma dynamics of stellar flares and their connection to coronal mass ejections remains very limited. With time-resolved high-resolution spectroscopic observations from the Chandra X-ray Observatory, we detected noticeable coronal plasma flows during several stellar flares on a nearby dMe star EV Lac. In the observed spectra of O viii (3 MK), Fe xvii (6 MK), Mg xii (10 MK), and Si xiv (16 MK) lines, these flare-induced upflows/downflows appear as significant Doppler shifts of several tens to 130 km s−1 , and the upflow velocity generally increases with temperature. Variable line ratios of the Si xiii triplet reveal that this plasma flows in most flares are accompanied by an increase in the coronal plasma density and temperature. We interpret these results as X-ray evidence of chromospheric evaporation on EV Lac. In two successive flares, the plasma flow pattern and a sharp increase of the measured coronal density are highly suggestive of explosive evaporation. The transition from redshifts to blueshifts in such an explosive evaporation occurs at a temperature of at least 10 MK, much higher than that observed in solar flares (∼1 MK). However, in one flare the cool and warm upflows appear to be accompanied by a decreasing plasma density, which might be explained by a stellar filament/prominence eruption coupled to this flare. These results provide important clues to understanding the coronal plasma dynamics during flares on M dwarfs.


Introduction
In the standard model of solar flares (e.g., Benz & Güdel 2010;Shibata & Magara 2011;Fletcher et al. 2011), a considerable amount of magnetic energy is rapidly released through magnetic reconnection in the form of accelerated electrons. These energized electrons travel downward along closed magnetic loops into the lower atmosphere, causing intense chromosphere heating. The ensuing overpressure explosively drives hot evaporating flows with millions of Kelvin into the corona. Such an ongoing "chromospheric evaporation" process (Fisher et al. 1985a) then results in a delayed soft X-ray (SXR) and extreme ultraviolet (EUV) flare emission in post-flare loops (Neupert 1968;Dennis & Zarro 1993). Above the post-flare loops, an ejecting plasmoid, i.e., filament/prominence, sometimes may appear and lead to a coronal mass ejection (CME) after a rapid acceleration (see Shibata 1999;Forbes 2000;Lin & Forbes 2000;Lin et al. 2003). Due to the similarity between stellar and solar flares revealed by previous photometric observations (e.g., Neupert 1968;Dennis & Zarro 1993;Hawley et al. 1995;Güdel et al. 1996) and recent parameter analyses Shibayama et al. 2013;Namekata et al. 2017;Maehara et al. 2017;Yan et al. 2021), stellar flares are generally assumed to be caused by the same physical processes as described in the standard model of solar flares. However, this assumption has not been tested in detail yet.
As the key evidence in the support of the standard model of solar flares, chromospheric evaporations during solar flares have been well studied through spatially resolved spectral observations at optical, ultraviolet (UV), EUV, and SXR wavelengths (e.g., Brosius 2003;Teriaca et al. 2003;Li et al. 2015b;Graham & Cauzzi 2015;Tian et al. 2015;Zhang et al. 2016;Li et al. 2017aLi et al. , 2017bLi et al. , 2018Tian & Chen 2018;Tei et al. 2018;Yu et al. 2020;Yang et al. 2021). According to the energy flux injection rate, chromospheric evaporations are divided into explosive and gentle ones (Fisher et al. 1985a). Explosive evaporations are characterized by upflows with speeds up to several hundred and are associated with obvious cool downflows called "chromospheric condensation" (Ichimoto & Kurokawa 1984;Canfield et al. 1990;Gan et al. 1993;Zhu et al. 2019). On the contrary, gentle ones only show upflows with speeds of several tens of km s −1 and do not reveal any associated downflows. For explosive ones, a reversal of blue/redshifts is often found in the temperature range of 0.8-2 MK on the Sun (e.g., Milligan et al. 2006;Milligan 2008;Chen & Ding 2010;Imada et al. 2015;Cheng et al. 2019). This transition temperature sometimes even reaches up to 5 MK (Li & Ding 2011). Moreover, the velocity of an evaporating flow normally increases with the spectral line formation temperature, which can reach up to 200-400 km s −1 at temperatures of more than 10 MK (e.g., Antonucci et al. 1982;Tian et al. 2014;Li et al. 2015a;Young et al. 2015;Tian et al. 2015;Zhang et al. 2019). By comparison, on other stars, hot evaporation flows during flares have been rarely detected, as reviewed in (Güdel & Nazé 2009Linsky 2019). Indirect ways such as an increase in coronal density indicated by He-like triplet analysis (e.g., Güdel et al. 2002;Liefke et al. 2010), "Neupert effect" inferred from multiband light curves (e.g., Hawley et al. 1995;Güdel et al. 1996;Hawley et al. 2003), and abundance changes (e.g., Laming & Hwang 2009;Liefke et al. 2010) were used to infer the existence of such plasma flows.
On the Sun, flares are often accompanied by CMEs (see Chen 2011). Solar CMEs are known as the main driver of severe space weather disturbances (Gosling 1993) and have been routinely imaged by white-light coronagraphs (Webb & Howard 2012). The possibility of CME detection through Sunas-a-star observations has also been demonstrated (Mason et al. 2016;Yang et al. 2022;Xu et al. 2022). As their counterparts, stellar CMEs have also gained more and more attention in recent years because of the potential hazard they pose to exoplanetary space weather (Airapetian et al. 2020). But so far only a handful of possible stellar CMEs have been detected through several methods (see details in Moschou et al. 2019), including significant plasma motions revealed by time-resolved spectroscopy (e.g., Houdebine et al. 1990;Vida et al. 2016;Argiroffi et al. 2019;Namekata et al. 2021), X-ray dimmings after stellar flares (Veronig et al. 2021), as well as X-ray continuum absorption (Moschou et al. 2017). Several numerical simulations have attempted to study the coronal/interplanetary responses of stellar CMEs and their potential impacts on nearby exoplanets (e.g., Lynch et al. 2019;Alvarado-Gómez et al. 2019;Jin et al. 2020;Fionnagáin et al. 2022). The possible strong magnetic suppression and the observed low CME occurrence rates on M dwarfs have also been discussed by several authors (Drake et al. 2016;Alvarado-Gómez et al. 2018;Li et al. 2021b;Sun et al. 2022).
In order to understand the plasma dynamics during stellar flares and their connection to CMEs, many spectroscopic studies of stellar flares have been conducted in optical and UV passbands. In these studies, apart from line broadenings (e.g., Fuhrmeister & Schmitt 2004;Lalitha et al. 2013;Namekata et al. 2020;Wang et al. 2021a;Wu et al. 2022), line asymmetries have also been frequently observed in lowtemperature chromospheric (or transition-region) lines during stellar flares (e.g., Houdebine et al. 1993;Berdyugina et al. 1999;Fuhrmeister & Schmitt 2004;Fuhrmeister et al. 2008;Honda et al. 2018;Leitzinger et al. 2011;Muheki et al. 2020aMuheki et al. , 2020bKoller et al. 2021;Maehara et al. 2021;Wu et al. 2022;Lu et al. 2022). For instance, Gunn et al. (1994) detected prominent evaporating chromospheric plasma flows in Balmer and Ca II lines during a flare event on a dM4.5e star AT Mic. During and shortly after the impulsive phases of individual flares on AD Leo, Hawley et al. (2003) detected signatures of chromospheric condensation in UV lines, with a Doppler velocity of 40 km s −1 . To search for flares and CMEs on M dwarfs, Vida et al. (2019) and Muheki et al. (2020a) independently investigated a large number of stellar chromospheric spectra, but they consistently claimed a low detection rate of possible CMEs and a high level of flare activity on M dwarfs. Recently, Namekata et al. (2021) reported the first detection of an eruptive filament associated with a superflare ( i.e., a flare with an energy of more than 10 33 erg) on EK Dra. The main signatures are a blueshifted absorption component with a high speed of 510 km s −1 in Hα and a related dimming in the light curve of the Hα equivalent width. Through a comparison between this eruption and solar filament eruptions, they concluded that this eruption very likely launches a stellar CME.
Compared to spectral studies at optical/UV wavelengths, time-resolved SXR spectroscopic observations can better reveal the coronal physical processes behind stellar flares. However, only very few such observations exist (see the review of Güdel 2004). The first X-ray spectral evidence for chromospheric evaporation during stellar flares was presented by Güdel et al. (2002). This large flare was observed on Proxima Centauri by XMM-Newton. During this flare, apart from a clear Neupert effect, they also found a strong increase in density from a preflare level of n e < 10 10 to 4 × 10 11 cm −3 , which was inferred from the He-like O VII triplet. Recently, using timeresolved SXR spectroscopic observations provided by the Chandra X-ray Observatory, Argiroffi et al. (2019) first unambiguously detected multi-temperature (about 3-25 MK) coronal plasma flows in a mega flare on HR 9024. They attributed the cool upflows detected in the O VIII (18.97 Å ) line to a possible CME coupled to the flare and the hotter upflows detected at the flare onset to chromospheric evaporation.
With time-resolved X-ray spectra of a nearby flare star EV Lac obtained with the Chandra X-ray Observatory, this study focuses on probing coronal plasma flows during flares, as well as their associated coronal density/temperature variations. We describe the instrument and observation in Section 2. The data analysis and methods are described in Section 3. Section 4 presents the results and an interpretation in the context of the standard model of solar flares while Section 5 provides a discussion and conclusion.

Instruments and Data Selection
The Chandra X-ray Observatory was launched on 1999 July 23 (Weisskopf et al. 2000). As one of the two high-resolution grating systems on Chandra, the high energy transmission grating (HETG) consists of two sets of transmission gratings, i.e., the medium energy grating (MEG) and the high energy grating (HEG), which simultaneously collect X-ray spectral signals in the wavelength ranges of 2.5-31 and 1.2-15 Å, respectively. In conjunction with a spectroscopic array of the Advanced CCD Imaging Spectrometer detector (Garmire et al. 2003), the HETG forms the High Energy Transmission Grating Spectrometer (HETGS; Canizares et al. 2005). Chandra/ HETGS provides a very high spectral resolving power (λ/ Δλ ∼ 100-1000) and the high-accuracy wavelength calibration allows velocity measurements down to ∼10-20 km s −1 (see Ishibashi et al. 2006;Argiroffi et al. 2017).
The Chandra Transmission Grating Data Archive and Catalog (TGCat; Huenemoerder et al. 2011) provides easy access to observations of a particular object or type of object, and its web search interface also supports a quick review of the quality and potential scientific usefulness of the spectra products. In order to search for flare-induced coronal plasma flows and possible stellar CMEs, we checked the spectra products of strong X-ray flare events that occur on single stars with the aid of TGCat, focusing on the Chandra category "Stars and WD." Finally, we found observations of two single stars, including HR 9024 and EV Lac, with obvious Doppler shifts of spectral lines. The former has been investigated by Argiroffi et al. (2019). Here, we investigate the plasma flow pattern during several flares on EV Lac and try to explain their physical origins.

EV Lac and Its Chandra Observations
EV Lac (EV Lacertae or Gl 873) is a nearby (5 pc) dM3.5e flare star in the constellation Lacerta, which emits strong X-rays and is known to frequently produce flares (with frequency up to 0.48 hr −1 ; e.g., Ambruster et al. 1984;Leto et al. 1997;Osten et al. 2005;Muheki et al. 2020b;Paudel et al. 2021). The quiescent coronal temperature of EV Lac appears to be 3-20 MK, since its differential emission measure distribution derived from the Extreme Ultraviolet Explorer (Bowyer & Malina 1991) and Chandra observations peaks at log T/K ∼6.4 and does not decrease too much until log T/ K = 7.2 (Osten et al. 2006). Due to its rapid spinning (∼4.3 days), EV Lac hosts stronger magnetic activities and can produce many more powerful flares (with energy up to 10 34 erg) compared to the Sun (Favata et al. 2000;Osten et al. 2010). With time-resolved high-resolution Hα spectroscopy of a flare on EV Lac, Honda et al. (2018) recently reported a blue wing enhancement during the whole duration of the flare (more than 1.5 hr) and an absorption component in the red wing during the early and later phases of the flare. They attributed the latter to chromospheric downflows in the post-flare loops, while tentatively ascribed the former to evaporation or filament activation/activity. Muheki et al. (2020b) monitored EV Lac spectroscopically at a high resolution for 127 hr. They found a significant blueshift (∼220 km s −1 ) in one of 27 Hα flares and ascribed it to an erupting filament.
EV Lac was observed by Chandra/HETGS twice in 2001 September for 100 ks (ObsID 1885) and 2009 March for 97 ks (ObsID 10679). Using these observations, Huenemoerder et al. (2010) previously conducted a survey of all short-and longduration flares on EV Lac, focusing on their photometric parameters (amplitude, shape, and scale), temperature, emission measure, and Fe K fluorescence. With these two observations, our current work aims to probe flare-associated plasma flows and plasma parameter variations. For brevity, we hereafter refer to these two observations as Obs1 and Obs2, respectively. We used the analysis-ready Chandra/HETGS X-ray count spectra products obtained from TGCat. Figure 1 presents the X-ray spectra and total light curves of EV Lac observed in Obs1 and Obs2. The total 200 ks long observation of EV Lac includes at least 12 flares (as labeled Nos. 1-12), indicating a high level of flaring activity. In order to study the coronal dynamics of these flares with time-resolved spectroscopy, we extracted both HEG and MEG spectra as a function of time during Obs1 and Obs2. As prestudy test cases, we tried to integrate the HEG and MEG spectra over many different time periods to obtain composite spectra using Chandraʼs data analysis system (CIAO version 4.12; Fruscione et al. 2006). As a result, we concluded that (1) MEG composite spectra with a higher signal-to-noise ratio (S/N) are suitable for our current study, while the HEG spectra are too weak to generate time-resolved composite spectra with enough counts for a line fit (on the timescale of several tens of kiloseconds);

X-Ray Light Curves and Composite X-Ray Spectra
(2) even for the strong spectral lines, the higher S/N MEG composite spectra can only reflect the averaged coronal plasma dynamics over a time period of at least several tens of kiloseconds.
Therefore, we mainly investigated four time intervals with strong flare activities that we respectively labeled as D1, "D2", D3, and D4 (see Figure 1) and two relatively quiescent time intervals flare activities that we labeled as reference ones, using time-resolved MEG composite spectra. Despite that the reference interval (60-100 ks) in Obs1 includes a small short-duration flare (No. 5), we confirmed that it still appears to be a good reference as compared to the flaring intervals D1 and D2 (Section 4.1). The average X-ray luminosity of these two reference time intervals in the wavelength range of 1.8-26 Å is around 1.3 × 10 28 and 1.7 × 10 28 erg s −1 , respectively. For each of the time intervals of interest, we extracted composite spectra from the MEG spectra and their integration time ranges were manually selected based on our prestudy tests. The time range selection first ensures that each of the analyzed spectral lines has enough counts for a line fit (with a flux of at least ∼10 count bin −1 ), and then should divide flare events into more different evolution phases from the light curves. According to these selection criteria, the number of composite spectra for each of the analyzed spectral lines could be different (see Section 4). In this integrating process, count errors of composite spectra were recomputed using the default methods provided by CIAO. For bins with sufficiently large counts (N > 20-30), Gaussian statistics are appropriate, so that the 1σ error is given by N ; for bins with lower counts, the Gehrels approximation (Gehrels 1986) to confidence limits for a Poisson distribution was used, so that the 1σ error is given by 1 N 0.75 ( ) + + . The observed line profiles of these composite spectra can be well characterized by a modified Lorentzian function (see the Chandra Proposers' Observatory Guide 5 and Testa et al. 2004). This function is described by the relation F a a , , , where a is line intensity, λ 0 is line center, β is the exponent, and Γ is the line width. This modified Lorentzian function will be used for further spectral analysis in Sections 3.2 and 3.3.

Doppler Shift Measurements
We selected three strong and isolated Lyman α doublet lines: O VIII (18.97 Å, T peak ∼ 3 MK), Mg XII (8.42 Å, T peak ∼ 10 MK), and Si XIV (6.18 Å, T peak ∼ 16 MK), as well as one strong coronal emission line: Fe XVII (15.01 Å, T peak ∼ 6 MK), for Doppler shift measurements. Each of these three Lyman α doublet lines has a known theoretical wavelength difference and an intensity ratio of 2:1 in the optically thin stellar coronae. We applied a two-component Lorentzian function with a fixed wavelength difference, intensity ratio, and line width plus a background to fit these observed Lyman α doublet lines (see Section 4). For the isolated Fe XVII line, a Lorentzian function was applied. With the aid of a Markov chain Monte Carlo (MCMC) analysis method (see the Appendix), the position of each selected line was determined. Considering that the coronal temperature of EV Lac is 3-20 MK, Doppler shifts of these selected lines can characterize plasma motions of the cool (∼3 MK), warm (5−10 MK), and hot (∼16 MK) components of EV Lac's corona, respectively. Meanwhile, due to the negligible radial velocity of EV Lac (1.5 km s −1 ) and the low satellite velocity (1-2 km s −1 ), the observed Doppler shift of each analyzed spectral line should represent the plasma velocity on the star.

Plasma Density and Temperature Diagnostics
The variable line intensities of the He-like triplets of Si XIII (6.7 Å, T peak ∼10 MK) and O VII (22 Å, ∼2 MK) and the line pair of Fe XVII (17.05/17.10 Å, T peak ∼ 5 MK) were used to estimate the electron density and temperature variations during the flares on EV Lac. The relevant triplets of Si XIII and O VII are each formed by radiative decays from the upper to the ground state, including the resonance transition (r: 1s 2 1 S 0 − 1s2p 1 P 1 ), the intercombination transition (i: 1s 2 1 S 0 − 1s2p 3 P 1,2 ), and the forbidden transition ( f: 1s 2 1 S 0 − 1s2s 3 S 1 ). The flux ratio G = ( f + i)/r is mainly sensitive to temperature, while the flux ratio R = f/i is sensitive to electron density because increased electron collisions excite the transition from the 3 S 1 to the 3 P state before the former's radiative decays (Gabriel & Jordan 1969;Pradhan & Shull 1981). Although other He-like triplets of Ne IX and Mg XI in Chandra X-ray spectra have occasionally been used for coronal plasma diagnostics on stars (e.g., Ness et al. 2002), here we did not undertake an analysis of them, since they were found to be heavily blended with other lines (e.g., Güdel et al. 2002;Testa et al. 2004).
For the relevant triplet, the line parameters were determined through a three-component Lorentzian function. Assuming each component of the triplet has the same line width and a fixed wavelength difference, this function can be expressed as follows: where the subscripts, i.e., r, i, and f, respectively, represent the three components of the triplet, and B 0 is the background flux.
Based on the known wavelength differences between different components of the triplet and the definitions of the line ratios, Figure 1. Observed X-ray spectra and light curves of EV Lac. (a) and (b) X-ray spectra integrated over the first Chandra observation (Obs1) of the MEG and HEG, respectively. The bin sizes of MEG and HEG are 5 and 2.5 mÅ, respectively. The spectral lines mentioned in the current work are marked. (c) The light curve of the X-ray flux summed over the wavelength range of (1-25 Å) and the ± 1 diffraction orders of the MEG and HEG. The time bin is 0.5 ks.
(d-f) Similar to (a-c), but for the second observation (Obs2). "D1", "D2", "D3", and "D4" denote the time intervals with the flare activity of interest, while "reference" denotes the time intervals without too much flare activity. Note that at least 12 flares can be easily identified in Obs1 and Obs2.
this relation can be rewritten as follows: where the R and G ratios are the density-and temperaturesensitive line ratios of our interest, respectively. Similarly, line ratios and other parameters of the line pair of Fe XVII were also determined through a two-component Lorentzian function. The MCMC analysis method was also used to constrain and estimate each fitting result (see the Appendix). Composite spectra at different time intervals and their best-fitting results are shown in Section 4. Meanwhile, the Doppler shifts measured from the Si XIII triplet and the line pair of Fe XVII are also provided as a complement to the Doppler shift measurements in Section 3.3. The theoretical curves of the R and G ratios of the Si XIII and O VII lines, as well as the line ratio of the Fe XVII line pair that we used for the order-of-magnitude estimation of plasma density and temperature are shown in Figure 2, which were obtained from the CHIANTI atomic database v9.0.1 (Dere et al. 2019). The line pair of Fe XVII are density sensitive when log(n e ) is larger than 10 13 cm −3 and their line ratio can well constrain the density as it is below 0.9. The Si XIII triplet is density sensitive when log(n e ) is > 10 12 cm −3 and the R ratios we measured are mostly near 2.3, so only an upper limit of density can be given in some time intervals. From Figure 2(b), we can see that the G ratio of the Si XIII triplet only slightly changes with the electron density. So in this work, we used the theoretical G-ratio curve computed at the density of 10 13 cm −3 for temperature estimations because this density is similar to previous density measurement results of the X-ray coronae on many stars from the Si XIII triplet (Ness et al. 2002;Testa et al. 2004). For the much weaker O VII triplet, reliable measurements of line ratios and Doppler shifts in different time intervals are impossible. But its R ratio (around 1.51 ± 0.28) measured in the total observed MEG spectra reveals a characteristic coronal density of 5.5 × 10 10 cm −3 , consistent with other previous measurement results (e.g., Güdel et al. 2002;Testa et al. 2004;Liefke et al. 2010). Considering the potential model inaccuracies, we emphasize as much as possible the trends in the observed line ratios in this study, rather than the exact density/temperature values derived from the theoretical models.

General Trends
In the 200 ks long observation, we detected significant Doppler shifts during four flaring durations: D1-D4. Their Doppler velocities in the range of 30-110 km s −1 cannot be explained by the spinning motion of coronal structures fixed on the stellar surface because the velocity of EV Lac is low (4.5 km s −1 ). The detected Doppler shifts in multi-temperature coronal emission lines result from flare-induced motions of X-ray emitting plasma, since each of their detections is temporally correlated with flare activity. By comparison, Doppler shifts measured in the reference intervals (60-100 ks in Obs1 and 0-40 ks in Obs2) are almost all below ± 20 km s −1 , which confirms the accuracy and reliability of the wavelength calibration of the Chandra/HETGS.
In general, the densities we measured from the line ratios of Si XIII are compatible with the low-density limit of 10 13 cm −3 reported for many stars by Testa et al. (2004). Moreover, the variable line ratios of the He-like Si XIII triplet in each flaring duration indicate a significant variation of plasma density and temperature with respect to that of the quiescent state. Variable ratios of the Fe XVII line pair generally indicate an average electron density near 10 13 cm −3 , but their relevance to the flare activity seems to be more complex. Relatively high densities were found for medium flares, whereas lower densities were found for both the quiescent intervals and strong flares. (see Figures 4(h) and 6(h)). Possibly, this is because this line pair has a formation temperature (5 MK) that is close to the background coronal temperature (peaks at log T/K ∼ 6.4) and thus is less sensitive to the high-temperature flaring plasma. So in the following discussion, we will focus on the more illustrative density/temperature diagnostics of high-temperature flaring plasma from the He-like Si XIII triplet.

Duration D1
The flaring duration D1 includes the decay phase of a longduration flare (No. 1) and another medium flare (No. 2) detected in Obs1 (time range of 0-40 ks, see Figures 1(c) and 3). The total X-ray energy radiated during D1 is around 7.7 × 10 32 erg and its maximum luminosity is about 9.4 × 10 28 erg s −1 . During D1, the measured R and G ratios of Si XIII display an increasing trend, along with the decrease of the X-ray flux (Figure 4(a), (c)). In other words, the characteristic coronal density and temperature during F1 are gradually decreasing to a quiescent state (Figure 4(b), (d)). The coronal density in flare No. 1 was estimated as being around 10 13.5 cm −3 (see Figure 4 (b) (even with its lower limit unconstrained), which is significantly higher than that of the quiescent state in Obs1 (about 10 12 cm −3 ) and thus indicates a significant density increase in the flaring coronal loops.
The Doppler shift measurements of D1 in Figures 3 and 4 reveal the following behaviors: in the cool O VIII line at 18.98 Å, a blueshift first increases from 28 ± 10 to 70 ± 7 km s −1 in the 0−25 ks time interval and then decreases down to a near-zero velocity in the 25-35 ks time interval; obvious blueshifts of 50-130 km s −1 simultaneously appear in many warm lines, including the Mg XII line, the Fe XVII lines, and the Si XIII triplet; by contrast, in the hot Si XIV line, a redshift decreases from 83 ± 44 to 48 ± 77 km s −1 . This Doppler shift pattern suggests simultaneous hot plasma downflows and cool/ warm upflows. We will discuss the possible origin of such a plasma flow pattern in Section 5.

Durations D2, D3, and Gentle Evaporation
The flaring duration D2 includes two short-duration but relatively strong flares (Nos. 3 and 4) occurring in the 35−60 ks time interval of Obs1 (see Figures 1(c) and 3). These two flares have peak luminosities of about 6.1 × 10 28 and 5.5 × 10 28 erg s −1 , respectively. The total X-ray flare energy during D2 is about 2.0 × 10 32 erg. During these two flares, the measured R-and G-ratio values of Si XIII are 2.05 0. , respectively (Figure 4(a), (c)). Compared to the quiescent state in 60−100 ks, these line ratios indicate a significant increase of the coronal density up to 10 13.4 cm −3 and a temperature rise (Figure 4(b), (d)). Note that the density measurement of D2 only gives the best and upper limit values, with the lower limit unconstrained (see Figure 4(b)).
For D2, only one composite spectrum was obtained for each of the analyzed spectral lines. Our Doppler shift measurements of D2 in Figures 3 and 4   Doppler shift pattern suggests the presence of hot and warm coronal upflows without cool downflows. Interestingly, the blueshift appears to increase with the line formation temperature, i.e., 40−50 km s −1 in warm lines and 76 km s −1 in the hot Si XIV line, despite the large uncertainty in the latter. Such features are quite similar to the observational characteristics of the gentle chromospheric evaporation observed in some solar flares with a relatively low energy injection rate (e.g., Fisher et al. 1985a;Zhang & Ji 2013;Li et al. 2019b). In this case, the absence of blueshifts in the cool O VIII can be ascribed to a low injection rate of nonthermal electrons and insufficient dissipation of energy in the lower atmosphere.
The flaring duration D3 occurs in the 40−60 ks time interval of Obs2 (see Figures 1(c) and 5), which includes two relatively long-duration flares (Nos. 6 and 8), and a very short-duration flare (No. 7). The total X-ray flare energy of D3 is about 2.6 × 10 32 erg and its maximum peak luminosity is about 1.1 × 10 29 erg s −1 . The plasma flow pattern of D3 and its associated plasma parameter variation measured from the Si XIII triplet are also suggestive of gentle evaporation. Our Doppler shift measurements in Figures 5 and 6(e2) demonstrate that during D3, blueshifts of several tens of km s −1 appear in all cool, warm, and hot spectral lines. Their Doppler velocities also appear to increase with the line formation temperature, i.e., around 40 ± 10 km s −1 in the O VIII line, 43 ± 4 km s −1 in the Fe XVII line pair, 44 ± 16 km s −1 in the Fe XVII 15.01 Å line, 50 ± 20 km s −1 in the Mg XII line, 62 ± 7 km s −1 in the Si XIII triplet, and 69 ± 36 km s −1 in the Si XIV line. Moreover, during D3, the measured R-and G-ratio values of Si XIII, as presented in Figure 6

Duration D4 and Explosive Evaporation
The flaring duration D4 includes two long-duration flares (Nos. 11 and 12) occurring in 75−105 ks of Obs2 (see Figures 1(f) and 5). During D2, the peak luminosity is about 9.1 × 10 28 erg s −1 and the total X-ray flare energy is about 6.7 × 10 32 erg. Similarly, the plasma density and temperature diagnosed in D4 from the Si XIII triplet also reveal a significant increase compared to the quiescent state ( Figure 6). In particular, the highest plasma density (10 13.8±0.1 cm −3 ) measured in Obs2 is temporally correlated with the flare peak of event No. 11. This flare event is also accompanied by a rise in temperature, which increases from the preflare level of log T/K = 6.5 to a higher-temperature level of log T/K = 6.5 to log T/K = 6.8.
For D4, one composite spectral profile was obtained for the warm Mg XII line, and two for the other selected spectral lines. Different from the smaller Doppler shift detected in the preflare state (see the time intervals 0−18 and 18−36 ks in Figure 5), our Doppler shift measurements in Figures 5 and 6 indicate the simultaneous presence of cool/warm coronal downflows and hot coronal upflows in D4. The hot upflows appear as a significant blueshift at the 16 MK Si XIV line, which shows a possible velocity increase from 71 ± 44 km s −1 in the 76−90 ks period to 95 ± 72 km s −1 in the 90−105 ks period. For the warm downflows, their Doppler velocities are 54 ± 11 km s −1 at the Si XII triplet and 105 ± 27 km s −1 at the Mg XII line,   the blueshift in the Si XIV line can be ascribed to the high-speed evaporating flows at a temperature of ∼16 MK, and the redshift detected in the Mg XII line and the Si XIII triplet most likely results from ongoing cooling in post-flare loops. Such downward cooling flows in the 10 MK warm lines likely correspond to the warm rain phenomena, which have been reported in the explosive evaporation of solar flares with a formation temperature higher than the background coronal temperature but lower than that of the flaring loops (e.g., Brosius 2003;Li & Ding 2011). The redshifts of 30−45 km s −1 detected in the cooler O VIII line and the Fe XVII lines may be caused by cold rains (e.g., Tian et al. 2015;Antolin 2020;Li et al. 2021a;Chen et al. 2022) in post-flare loops and/or chromospheric condensation driven by continuing nonthermal heating. As revealed by many solar flare cases, the appearance of warm rain and possible chromospheric condensation both can be regarded as supportive signatures of explosive injections of nonthermal electrons during flares (e.g., Ichimoto & Kurokawa 1984;Fisher et al. 1985a;Brosius 2003). In particular, the peak characteristic coronal density of D4 is found to rise to 10 13.8 cm −3 , which indicates that a huge amount of heated chromospheric plasma is continuously replenished into the flare loops. Compared to D2 and D3, D4 indeed includes more powerful flare activities with X-ray energy up to 6.7 × 10 32 erg, which implies that a higher energy injection rate may be responsible for the observed explosive evaporation process.

Discussion and Conclusion
The occurrence of hot evaporation flows during stellar flares has long been predicted by the standard flare model, but hot evaporation plasma flows have been hardly detected in coronal emission lines in the past, as mentioned by Güdel & Nazé (2010) and Linsky (2019). Alternatively, Güdel et al. (2002) first provide X-ray spectroscopic evidence for chromospheric evaporation during a long-duration flare on Proxima Centauri, by measuring increasing electron densities in the flaring plasma. Similarly, the line ratios we measured from the Helike Si XIII triplet also indicate a significant increase in coronal density and temperature during four flaring durations (D1-D4) compared to preflare/quiescent states, despite that the lower limits of the density estimations are unconstrained during D1 and D2. In particular, the maximum density we measured appears in D4 and it reaches up to 10 13.8 cm −3 , which indicates that a significant amount of hot plasma is explosively replenished into the corona of EV Lac within a few hours. These results confirm the scenario of chromospheric evaporation and reveal the possible important role of frequent flare activity in sustaining the million-degree hot coronae above cool stars (i.e., Hudson 1991;Peter & Dwivedi 2014) Recently, Argiroffi et al. (2019) detected upward/downward motions of hot coronal plasma in the temperature range of 10-25 MK during a long-duration strong flare on a giant star HR 9024, with velocities of 100-400 km s −1 . They claimed that these plasma motions are in agreement with a model of a flaring magnetic tube, in which hot evaporation upflows first appear at the flare onset and downflows then dominate in the decay phase. More importantly, after the flare, they also detected a blueshift of about 90 km s −1 , i.e., upflow of cool plasma (about 3 MK), in the O VIII line, which they ascribed to a possible CME event since it involves only cool plasma. In the current work, with time-resolved high-resolution X-ray spectra from Chandra/HETGS, we also detected clear evidence of hot coronal evaporation flows during three flaring durations (D2-D4) on EV Lac using high-temperature coronal emission lines (including the Si XIV, Si XIII, and Mg XII lines). Combined with the flare-induced temperature increases, we suggest that the plasma flow patterns observed in D2-D4 can be explained by flare-induced chromospheric evaporation in the context of the standard solar flare model. Interestingly, despite the relatively large uncertainty in some weak spectral lines, the blue/ redshifts detected in D2-D4 appear to increase with the line formation temperature, which is well consistent with the situations observed in solar cases (i.e., Milligan 2008). For D2, we see hot/warm upflows with a Doppler velocity of several tens of km s −1 and no obvious cool downflows. For D3, we see cool, warm, and hot upflows with a Doppler velocity of several tens of km s −1 . These features are analogous to the gentle evaporation scenario. For D4, we simultaneously detect 16 MK hot upflows with a Doppler velocity of up to 100 km s −1 , 10 MK warm downflows of 50−100 km s −1 , as well as cooler downflows of 15−40 km s −1 , which is consistent with the scenario of explosive evaporation. The downflows likely result from two alternative scenarios or their superposition: chromospheric condensation and plasma cooling in the flare loops. To the best of our knowledge, this is the first time that high-temperature plasma flows of flare-induced chromospheric evaporation are detected on M dwarfs. Cheng et al. (2019) recently studied flare-induced plasma flows during two X-class solar flares, through Doppler shift measurements with a Sun-as-a-star spectrometer from the EUV Variability Experiment onboard the Solar Dynamics Observatory. This work provides a valuable reference for the coronal dynamics of stellar flares. In one of their flare events, we noticed that the hot component of chromospheric evaporation (around 6.5 MK) is characterized by a strong blueshift of 120 −200 km s −1 in the Fe XVIII 94 Å line, which rapidly increases in the impulsive phase and lasts for about three hours. Meanwhile, the presence of cold downflows is indicated by a significant redshift of several tens to 170 km s −1 in the Fe VIII 131 Å line (about 0.37 MK) and lasted for nearly 2 hr. In general, the coronal upflows/downflows we detected in D2 and D4 show similar lifetimes (on the order of 4−7 hr) and Doppler velocities (a time-averaged velocity of several tens to 130 km s −1 ) as in Cheng et al. (2019). This reinforces the conclusion that the upward plasma flows we detected in D2-D4 result from chromospheric evaporation and that downward plasma flows in D4 are possibly caused by subsequent cooling and/or chromospheric condensation induced by the nonthermal heating.
Moreover, the Sun-as-a-star spectral observations of Cheng et al. (2019) revealed that the temperature at which the Doppler shift transits from blue to red during solar explosive evaporations is close to 1 MK, much higher than that predicted by the chromospheric evaporation model (Fisher et al. 1985b). While other spatially resolved spectroscopic observations revealed that this reversal can even occur at temperatures of 2−5 MK during some solar flares (Milligan 2008;Milligan & Dennis 2009;Li & Ding 2011). In comparison, here, a much higher reversal temperature, at least up to 10 MK, was observed during our stellar flare events in D4. This higher reversal temperature might be attributed to (1) the different energy deposition rates, heights, or duration driven by magnetic reconnection (Liu et al. 2009) during stellar flares and/or (2) the very different plasma environment (i.e., density and temperature, etc.) in the flaring corona of EV Lac. In addition, such redshifts of hot coronal emission lines might also be expected if the thermal conduction effect is strongly suppressed in flare reconnection regions (Imada et al. 2015).
Compared to D2-D4, this plasma flow pattern in D1 is more unique and complex (see Section 4.2) because a mega flare (No. 1) and a medium flare (No. 2) took place in succession (see Figure 1(c)). That is to say, the plasma flows and density/ temperature variations measured from the composite spectra possibly originate from the superposition of these two flares. The redshift of the hot Si XIV line decreases from 83 km s −1 to 48 km s −1 along with the decrease of the X-ray flux. We suggest that it likely results from the plasma emission in the post-flare loops of the mega flare, in which a bulk of hot plasma was trapped and was moving downward at its decay phase. This possibility is also supported by the fact that the narrowband light curve of the 16 MK Si XIV line (Figure 3(d1)) reveals this mega flare but shows no obvious signature of the medium flare that peaks at about 20 ks (Figure 1 (c)). The cool and warm upflows detected in the time period of 0−15 ks might be caused by an ongoing chromospheric evaporation at the decay phase of the mega flare because they are accompanied by a significant increase in plasma density and temperature (as compared to the quiescent period) as measured from the Si XIII triplet (in Figures 4(a)-(d)). By comparison, the significant cool (3 MK) upflows in the time period of 11-25 ks and warm (5-10 MK) upflows in the time period of 15-35 ks are most likely induced by the medium flare. But they appear to be associated with a decrease in plasma density and temperature at 10 MK (Figures 4(a)-(d)). This excludes the possibility of chromospheric evaporation because in such a case, the 10 MK upflows are expected to be accompanied by an increasing density of the corresponding flaring plasma. Instead, we suggest that this is most likely caused by a plasma ejection event coupled to the flare, i.e., filament/prominence eruption, as reported by Muheki et al. (2020b) on EV Lac and by Xu et al. (2022) from Sun-as-a-star observations. In this scenario, the expanding magnetized structure may erupt with cool and warm materials, thus naturally resulting in the simultaneous blueshifts of cool/warm lines and a decreasing plasma density. Note that the upward velocities of these cool/warm erupting materials are far below the escape velocity, thus whether a corresponding stellar CME was successfully launched remains unclear (e.g., Argiroffi et al. 2019;Muheki et al. 2020b).
To summarize, using time-resolved X-ray spectroscopic observations provided by the Chandra/HETGS, we detected distinct flare-induced plasma flows in the corona of EV Lac but none of them supports the definite occurrence of stellar CMEs. In the observed spectral profiles of coronal emission lines formed in the temperature range of 3-16 MK, these flareinduced upflows/downflows have velocities of several tens to 130 km s −1 . In most cases, the detection of hot upflows is accompanied by a simultaneous rise in the coronal plasma density and temperature, as inferred from the line ratios of the Si XIII triplet. Meanwhile, the upflow velocity generally increases with temperature. We suggest that these flare-induced spectral signatures are X-ray evidence for chromospheric evaporation during flares on EV Lac. In one flare, cool/warm upflows of 50-130 km s −1 were detected, together with a decreasing plasma density. We suggest that this is most likely caused by a stellar filament/prominence eruption coupled to this flare. These results provide new and important clues to understanding the coronal plasma dynamics during flares on other stars. This work was supported by NSFC grants 12103005 and 11825301, and the National Postdoctoral Program for Innovative Talents (BX20200013), and the China Postdoctoral Science Foundations (2020M680201 and 2021M700246). We thank the referee for the helpful comments and constructive suggestions. H.C.C thanks Prof. Junfeng Wang (王俊峰), Dr. Song Wang (王松), Dr. Jiao Li (李蛟) and Yajie Chen (陈亚 杰) for helpful suggestions and discussion.

Appendix MCMC Analysis of Multiparameter Spectral Line Fits
In our Doppler shift measurements and plasma density/ temperature diagnostics, a Markov chain Monte Carlo (MCMC) analysis method was used to constrain and evaluate the multiparameter fitting results. This method can sample the posterior probability distributions of the fit results based on Bayesian statistics and has been extensively used by the astronomical community (e.g., Li et al. 2019a;Chen et al. 2020;Wang et al. 2021b). The MCMC analysis method we used is the open-source code emcee (Foreman-Mackey et al. 2013), which can be found in the Python package LMFIT (see Newville et al. 2014). For each composite spectra obtained at different time intervals, we performed such MCMC analysis. Here, two examples of the MCMC analysis results are shown in the form of so-called corner plot (see Figures 7 and 8). By convention, the non-diagonal and diagonal panels in the corner plot show the two-dimensional projections of the probability distributions between pairs of the fit parameters and the onedimensional projection of the probability distributions of the fit parameters, respectively. Each fitting parameter is determined with the peak value of probability distributions and its associated 1σ uncertainty is reported based on Bayesian statistics. Meanwhile, the observed spectral profiles and its best-fitting result are presented in the upper right of the corner plot. We performed an MCMC analysis for two-component spectral fits of the Lyα doublets with 400 steps and 100 walkers, and we discarded the first 100 steps as burn-in. For the three-component spectral fits of the He-like triplets, we conducted an MCMC analysis using with 800 steps and 100 walkers, and we discarded the first 200 steps as burn-in. As shown in Figures 7 and 8, all the fitting results in our examples have been well constrained because their probability distributions are all clustered around the maximum likelihood. This thus ensures the robustness of the multiparameter fitting results we discussed in Section 4. In addition, the FWHM from each best-fit result is also illustrated in Figures 3-6. According to the Chandra guide, the average instrumental line width (σ) for the first-order-diffraction MEG spectra is ∼9.8 mÅ, which varies with wavelength (Argiroffi et al. 2017). So the FWHM (∼ 2.35σ) for most MEG spectral lines should fall in the range of 16-23 mÅ. For the selected spectral lines with a count rate >15 counts bin −1 , their observed line widths are in fact roughly compatible with this predicted range and are not significantly broadened during the flare activity. Therefore, the velocity dispersion of selected spectral lines along the line of sight is expected to be relatively small.