Paper

An investigation of flare emissions at multiple wavelengths

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© 2021 National Astronomical Observatories, CAS and IOP Publishing Ltd.
, , Citation Dong Li et al 2021 Res. Astron. Astrophys. 21 066 DOI 10.1088/1674-4527/21/3/66

1674-4527/21/3/066

Abstract

We report multi-wavelength observations of four solar flares on 2014 July 07. We firstly select these flares according to the soft X-ray (SXR) and extreme ultraviolet (EUV) emissions recorded by the Extreme Ultraviolet Variability Experiment and Geostationary Orbiting Environmental Satellites. Then their locations and geometries are identified from the full-disk images measured by the Atmospheric Imaging Assembly (AIA), and the time delays among the light curves in different channels are identified. The electron number densities are estimated using the differential emission measure method. We find that three of four flares show strong emissions in SXR channels and high temperature (>6 MK) EUV wavelengths during the impulsive phase, i.e., AIA 131 Å and 94 Å, and then they emit peak radiation subsequently in the middle temperature (∼0.6−3 MK) EUV channels. Moreover, they last for a long time and have smaller electron densities, which are probably driven by the interaction of hot diffuse flare loops. Only one flare emits radiation at almost the same time in all the observed wavelengths, lasts for a relatively short time, and has a larger electron density. It is also accompanied by a type III radio burst. The bright emission at the EUV channel could be corresponding to the associated erupting filament.

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1. Introduction

Solar flare represents an impulsive and explosive release of magnetic free energy by reconnection, which is always characterized by a complex magnetic geometry (Masuda et al. 1994; Shibata et al. 1995; Priest & Forbes 2002; Chen et al. 2020). The wavelength regime at which flares radiate is very wide, ranging from radio through optical and extreme ultraviolet (EUV) to soft/hard X-ray (SXR/HXR) and even γ-rays beyond 1 GeV (e.g., Fletcher et al. 2011; Benz 2017). In a typical solar flare, a large amount of magnetic free energy is released via magnetic reconnection in the corona (Shibata & Magara 2011; Li et al. 2016; Xue et al. 2016), e. g. as described in the 2-D reconnection model (Sturrock & Coppi 1964) or the CSHKP model (Carmichael 1964; Sturrock 1966; Hirayama 1974; Kopp & Pneuman 1976). In this process, plasma will be heated to more than 10 MK in the reconnection region, and electrons will be efficiently accelerated to nonthermal energies. Subsequently, the released energy will be transported away from the reconnection site in the form of bi-directional outflows (e.g., Wang et al. 2007; Mann & Warmuth 2011; Liu et al. 2013; Li 2019; Ning et al. 2020). A fraction of the energy will be transported down to the transition region and chromosphere or even photosphere along the newly formed flare loops via thermal conduction and/or nonthermal electrons (Priest & Forbes 2000; Battaglia et al. 2009; Warmuth & Mann 2016; Emslie & Bian 2018). During this process, the flare loops can be clearly seen in SXR and EUV wavelengths (Sui & Holman 2003; Krucker et al. 2008; Qiu et al. 2009; Yan et al. 2018), and double footpoints at the loop-legs and one or two loop-top sources can be produced in HXR or microwave channels (e.g., Fletcher & Hudson 2002; Lin et al. 2003; Asai et al. 2006; Chen et al. 2017), while the flare ribbons are formed in Hα, visible, UV, and EUV wavebands (Temmer et al. 2007; Wang et al. 2014; Milligan 2015; Li et al. 2017a; Song et al. 2018). Then the dense material in the low solar atmosphere is rapidly heated to more than 10 MK and the resulting overpressure causes an upward bulk flow along the flare loops at a fast speed, which is termed 'chromospheric evaporation' (Fisher et al. 1985; Brosius et al. 2016; Li et al. 2017b; Tian & Chen 2018). At the same time, some of the released energy might travel up to the outer corona or the interplanetary space in the form of nonthermal electrons, which might produce type III radio bursts. Usually, coronal mass ejections (CMEs) may also be accompanied by solar flares (Lin et al. 2005; Zhang et al. 2010; Cheng et al. 2018).

There are different classification schemes for solar flares. The GOES class is a measurement of flare importance based on the peak SXR 1−8 Å flux measured by the Geostationary Orbiting Environmental Satellites (GOES, Thomas & Teske 1971; Fletcher et al. 2011). At a single wavelength, such as an SXR, HXR or radio channel, the temporal evolution of the irradiance of a solar flare might be characterized as either impulsive or gradual (Pallavicini et al. 1977; Ohki et al. 1983). This has to be distinguished from the evolutionary phases of a solar flare, which are defined according to specific characteristics of the emission, i.e., pre-flare phase, impulsive phase, and decay phase (Hoyng et al. 1981; Benz 2017). Still another classification scheme considerers the geometric properties of flares, which is an important aspect since it reflects the underlying magnetic topology. Accordingly, flares may display double or multiple ribbons, circular ribbons, or might be very compact, which can be clearly seen in Hα, UV or EUV images (see., Saint-Hilaire & Benz 2002; Su et al. 2007; Radziszewski et al. 2007; Zhang et al. 2020). Conversely, multiple loops and footpoints are easily observed in X-ray, EUV or radio images (Masuda et al. 1994; Su et al. 2013; Chen et al. 2017). Solar flares can also be considered as either eruptive or confined (e.g., Svestka & Cliver 1992; Priest & Forbes 2002; Ji et al. 2003; Wang & Zhang 2007; Shen et al. 2011). The eruptive flares are often associated with the filament eruptions, CMEs, and/or other ejecta (Lin 2004; Forbes et al. 2006; Cheng et al. 2018), while the latter events are mostly caused by complex flare loop structures (e.g., Fan & Gibson 2007; Guo et al. 2010; Yang et al. 2014; Zhang et al. 2017). Finally, a second peak of warm coronal emissions (e.g., Fe xvi 335 Å) are found in solar flares and named as the EUV late phase, which is separated from the primary SXR peak by tens of minutes or even a few hours (Woods et al. 2011). Observations show that the EUV late phase flare often shows double warm EUV peaks but only one SXR peak. The warm EUV emission in the late phase is suggested to be originated from a set of large-scale loops that are longer and higher than the primary loops in the main phase of solar flare. It is thought to be related to long-lasting cooling or additional heating (e.g., Dai et al. 2013; Li et al. 2014; Woods 2014; Liu et al. 2015, and references therein).

Multi-wavelength observations of solar flares can provide an opportunity to improve our understanding of the flare model. In this paper, we performed a detailed analysis of four solar flares occurring on 2014 July 07, which were simultaneously observed by the GOES SXR channels, the Atmospheric Imaging Assembly (AIA, Lemen et al. 2012) and Extreme Ultraviolet Variability Experiment (EVE, Woods et al. 2012) aboard the Solar Dynamics Observatory (SDO) in SXR and EUV wavelengths, and the SWAVES instruments (Kaiser et al. 2008) onboard the Solar Terrestrial Relations Observatory Behind (STEREO_B). We mainly focused on the wavelength range over which the flare was emitting and on their decay time in EUV wavelengths and tried to search the causes of different emission characteristics of solar flares at multiple wavelengths. This paper is organized as follows: the observations are introduced in Section 2, and the results are given in Section 3, then our conclusions and discussions are presented in Section 4.

2. Observations

A few small solar flares occurred on the Sun between 11:45 UT and 14:40 UT on 2014 July 07. They were detected by the space-based instruments in multi-wavelengths, whose details are listed in Table 1. During solar flares, SDO/AIA usually has two different exposure times, i.e., one short exposure followed by one long exposure. The long-exposure observations can increase the signal-to-noise ratio, however, they can also result in image saturation, in particular during a strong flare. Therefore, to avoid the effect of image saturation, we here only use images with short exposures, which means that the time cadence of AIA images in EUV wavelengths is reduced to 24 s (Lemen et al. 2012; Ning 2017).

Table 1. The Details of the Observational Instruments in this Paper

InstrumentsChannelsCadence (s)Descriptions
 1−8 Å∼2.0SXR
GOES 0.5−4 Å∼2.0SXR
SWAVES0.023−16.025 MHz60.0radio
SDO/AIA94 Å−335 Å24.0EUV
 1−70 Å0.25SXR
SDO/EVE/ESP180 Å0.25172−206 Å
 300 Å0.25280−316 Å

Figure 1 shows the normalized light curves integrated over the whole Sun at multiple wavelengths detected by the SDO/EVE, GOES, and SDO/AIA, respectively. Here, the light curves measured by the EVE and AIA are normalized by the equation $\displaystyle \frac{I-{I}_{{\rm{\min }}}}{{I}_{{\rm{\max }}}-{I}_{{\rm{\min }}}}$, where I is the observed intensities, Imin and Imax represent the minimum and maximum intensities, respectively. The light curves in panel (a) were obtained from the EUV SpectroPhotometer (ESP, Didkovsky et al. 2012) onboard SDO/EVE. It can be seen that the SXR light curve in ESP 1−70 Å exhibits several peaks, such as peaks 1−4. Then the similar peaks can be found in the EUV flux at ESP 300 Å, which is a bit earlier than the SXR peaks. Moreover, the first three peaks (1−3) at ESP 300 Å is much smaller than the last one (4), which is the weakest peak at ESP 1−70 Å. On the other hand, only the last peak could be easily identified in the EUV irradiance at ESP 180 Å. The ESP 180 Å channel contains line emissions that mainly come from the plasmas around 1−2 MK, while the ESP 260 Å and 300 Å channels are dominated by He II lines (Didkovsky et al. 2012; Woods et al. 2012).

Fig. 1

Fig. 1 Panel (a): Normalized SDO/EVE fluxes between 11:45 UT and 14:40 UT on 2014 July 07 in ESP 1−70 Å (black), 180 Å (green), and 300 Å (magenta). Panel (b): GOES fluxes in SXR 1−8 Å (red) and 0.5−4 Å (blue), and temperature (cyan). Panel (c): Normalized light curves integrated over the full-disk Sun in AIA 131 Å (black), 94 Å (green), 171 Å (magenta), 193 Å (brown), 211 Å (orange), and 304 Å (red). The context image in panel (b) is the radio spectrogram derived from SWAVES.

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Figure 1(b) presents the GOES flux in SXR 1−8 Å (red) and 0.5−4 Å (blue), from which, we can find the similar peaks to the ESP SXR light curve, as indicated by 1−4. Thus, those four peaks can be identified as the C-class flare. Moreover, they exhibit impulsive peaks in the temperature profile derived from the GOES fluxes using the isothermal assumption (White et al. 2005), which are consistent with the SXR flare peaks, indicating these four flares are hot. Therefore, these four flares display almost the same evolutionary behavior in the SXR flux recorded by the GOES and EVE/ESP. Finally, the radio spectrogram shows a strong and well-developed type III burst at frequencies between ∼0.1 MHz and ∼16 MHz during flare '4', as shown in the context image measured by the SWAVES.

To confirm that the EUV flux recorded by the EVE/ESP is credible, we then plot the SDO/AIA light curves integrated over the full-disk Sun in EUV passbands, as shown in Figure 1(c). The SDO/AIA fluxes in high (>6 MK) temperature channels exhibit the similar flare peaks as the SXR light curves, i.e., AIA 131 Å (∼10 MK), and 94 Å (∼6.3 MK), and the light curve in low (<0.1 MK) temperature channel also shows similar peaks with the ESP 300 Å flux, such as AIA 304 Å (∼0.05 MK). The time delays among these light curves can be clearly seen in the first three flares, but not found in the last flare. On the other hand, the SDO/AIA fluxes in the middle temperature (∼0.6−2 MK) wavelengths such as AIA 211 Å (∼2.0 MK), 193 Å (∼1.6 MK), and 171 Å (∼0.6 MK) only display the pronounced peak for flare 4, which are almost simultaneous. This observational result is consistent with EVE/ESP observations at different channels.

3. Results

For further analysis, four flare subregions, which are the source regions of the solar flares under study, are selected. These subregions are marked with the red rectangles in Figure 2, and each of them is assigned a number. Two of the flare regions numbered by '1' and '2' are located near the solar disk center, while the other two ('3' and '4') are located at the solar limb. Figure 3 shows the normalized fluxes resulting from an integration of the SDO/AIA images over the subregions for flares 1 and 4. As can be seen in panel (a), flare 1 exhibits a pronounced peak in both high and low temperature EUV channels, and the peak time of AIA 304 Å is slightly earlier than that of AIA 131 Å and 94 Å. Moreover, they decay slowly and can maintain a long time. This flare shows a weak peak during the impulsive phase of solar flare in the middle temperature EUV channels, such as AIA 335 Å, 211 Å, 193 Å and 171 Å, which is almost at the same time with that in AIA 304 Å. On the other hand, the strong peak in the middle temperature EUV channels is seen during the flare decay phase, which could be considered as the post flare loops, as can be seen in the movie of flare1.mp4. The strong peaks both in high and middle temperature EUV channels appear subsequently, as indicated by the solid color arrows. All these observational facts suggest a slowly cooling precess in this flare. Panel (b) shows that flare 4 emits strongly radiation at almost all the SDO/AIA wavebands, including the high, middle and low temperature channels. Moreover, the flare emission in different channels reach the peaks at almost the same time. Then, it decays quickly and has a short lifetime in all EUV wavelengths. In a word, it releases energy drastically and quickly in all the observed wavelengths. In addition, the flare peaks in flares 2 and 3 also appear subsequently in different EUV wavelengths, as shown in Figure A.1, which are similar to flare 1.

Fig. 2

Fig. 2 Snapshot of the full Sun in AIA 131 Å at 12:10:08 UT on 2014 July 07. The red rectangles indicate the flare subregions in this study.

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Fig. 3

Fig. 3 Normalized EUV fluxes for flares 1 and 4 at wavelengths of AIA 131 Å (black), 94 Å (green), 335 Å (blue), 211 Å (orange), 193 Å (brown), 171 Å (magenta), and 304 Å (red) derived from the flare subregions outlined by the red rectangles in Fig. 2. The red arrows indicate the small jets, while the other color arrows mark the peak time at multiple wavelengths.

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To look closely the geometries of these flares, we then plot the AIA images with a small field-of-view (FOV) during flare peak times. Figure 4 shows SDO/AIA images in EUV wavelengths for flare 1 with an FOV of about 90×90 Mm2, as outlined by the red box '1' in Figure 2. Panel (a) and (b) presents the small FOV images in AIA 131 Å and 94 Å at a time about 12:12 UT, which is around the peak time of flare 1 in GOES 1−8 Å (Fig. 1) and AIA 94 Å (Fig. 3). We can clearly see a broad bundle of flare loops in these two high-temperature EUV wavelengths. However, it is a combination of the limited spatial resolution of AIA and the simple fact that multiple optically thin loops overlayed on each other just cannot be easily separated. Therefore, we consider them together and use a Gaussian function to fit them, which are integrated along two blue lines in panel (a). Thus, we estimate a loop thickness of about 13.6 Mm, which is regarded as the full width at half maximum (FWHM). Then, panels (c) and (d) display the same FOV images in AIA 211 Å and 304 Å at almost the same time i.e., around 12:12 UT. From which, we can see two weak flare ribbons, implying that the flare emission in these two EUV wavelengths mainly appears in the ribbons during the impulsive phase. The flare loops, on the other hand, could not be seen in these middle temperature AIA wavelengths at impulsive and main phases that close to the flare peak time. All these AIA images suggests that the diffuse flare loops in the high temperature channels connect double ribbons seen in middle and low temperature wavelengths. The movie of flare1.mp4 suggests that flare 1 is constituted of strong hot loops but weak ribbons at impulsive and main phases. Finally, at the decay phase that far away from the flare peak time, some post flare loops (Li & Zhang 2009; Li et al. 2009) can be found subsequently. We would like to point out that these post flare loops appear successively, suggesting a cooling process during this flare. We also notice that some small peaks appear at around 12:26 UT and 13:02 UT (red arrows) at all the EUV channels in Figure 3 (a), which are from two small-scale jets, as shown in the movie of flare1.mp4.

Fig. 4

Fig. 4 Small FOV images for flare 1 at around 12:12 UT in AIA 131 Å (a), and 94 Å (b), 211 Å (c) and 304 Å (d). The magenta box outlines the flare loop region (2.4'' × 2.4'') used to perform the DEM analysis, and double blue lines outline the positions used to integrate the intensities along the north-south direction.

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For flare 4 which is located at the solar limb, Figure 5 shows the AIA images at a time near 14:12 UT with a small FOV of around 45 × 45 Mm2, as marked by the red box '4' in Figure 2. These images and the movie of flare4.mp4 show that flare 4 is very compact and emits radiation in all the EUV wavelengths. This flare is associated with a small-scale filament eruption, as can be seen in the movie. It also causes a solar jet and leads to a weak CME (see detail in Lu et al. 2019), as well as a type III radio burst (Fig. 1b). Using the same Gaussian fit method for the intensities integrated along two blue lines in panel (a), we then estimate the loop thickness (i.e., FWHM) of ∼2.2 Mm. Figures B.1 and B.2 show the AIA images at around 12:44 UT and 14:01 UT for flares 2 and 3, respectively. The subregions considered here have sizes of 58 × 39 Mm2 and 32 × 32 Mm2, respectively. These images present a similar analysis for flares 2 and 3, both of which show a consistent result with flare 1. In other words, they are constituted of bright hot loops but faint ribbons with low temperature at impulsive and main phases that close to the flare peak time. In the decay phase, the flare loops appear successively at different EUV channels. Note that this characteristic is independent of the flare location on the disk, so it cannot be explained by projection effects.

Fig. 5

Fig. 5 Same as Fig. 4, but for flare 4 at around 14:12 UT.

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In order to determine the electron number density (n) in the flare regions, we perform a differential emission measure (DEM) analysis using observations made in six AIA EUV wavelengths. We employ the sparse inversion code by Cheung et al. (2015) in a recentlymodified version (Su et al. 2018), and the DEM uncertainties are estimated from 100 Monte Carlo (MC) simulations, i.e., their standard deviation. Assuming optically thin emissions in solar flares, the total emission measure (EM) and the EM-weighted mean temperature (T) in the selected flare regions can be derived from the DEM results. Figure 6 presents the DEM curves at the selected positions (magenta box), where flare emissions in high-temperature channels are strongest. It can be seen that flare 1 (black) shows a strong peak at the higher temperature of around 8 MK, suggesting hot loops in flare 1 during the impulsive phase. On the other hand, flare 4 (red) displays double peaks at the higher (∼7 MK) and lower (∼2.5 MK) temperatures, implying multi-thermal structures in this flare. Then, the electron number density is calculated according to $n=\sqrt{\displaystyle \frac{EM}{w}}$ (see, Aschwanden 2005), where w represents the effective line-of-sight (LOS) depth, which is adopted as the loop thickness here. We can estimate the EM-weighted mean temperature and electron number density at a small region (magenta box) for flares 1 and 4, such as T1 = 7.9 MK, T4 = 4.9 MK, n1 = 6.7 × 109 cm–3, n4 = 2.9 × 1010 cm–3, respectively. It can be seen that flare 4 has a larger number density but a lower temperature compared to flare 1, indicating that flare 4 is denser but cooler than the first flare.

Fig. 6

Fig. 6 DEM curves at the selected positions (magenta box) for flare 1 (black) and flare 4 (red). The error bars are estimated from the 100 MC simulations. The EM-weighted mean temperature and total EM are given.

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4. Conclusions and Discussion

Using multiple-wavelength observations measured by SDO/EVE, SDO/AIA, GOES, and SWAVES, four solar flares occurring on 2014 July 07 were studied. They all emitted thermal radiation generated by hot plasma in SXR wavelengths, i.e., ESP 1−70 Å, GOES 1−8 Å, and 0.5−4 Å. The first three flares (flares 1−3) showed strong emissions in SXR and high temperature EUV wavelengths during the impulsive phase, and no radio burst was detected. Moreover, they could maintain a long lifetime. During their decay phases that are far away from the flare peak time, some post flare loops appear subsequently at the middle temperature channels, such as AIA 335 Å, 211 Å, 193 Å and 171 Å, suggesting long cooling time from high to low temperatures. Conversely, the last flare (flare 4) in our samples was emitting simultaneously in almost all the SXR and EUV channels and was accompanied by a strong type III radio burst, and it was faded quite quickly. We stress that the bright emissions in EUV wavelengths could reach peaks at almost the same time, which is most likely to be an erupting filament.

The reason why the first three flares are different from the last one is most likely associated with their geometric configurations (Zhang et al. 2017; Sarkar & Srivastava 2018). The first three flares show very diffuse loops in high temperature channels at the beginning, and then appear subsequently in other EUV wavebands, while the flare 4 exhibits a compact feature in all EUV wavelengths. For the first three flares, magnetic reconnection might be triggered by the interactions of hot flare loops at the beginning (see, Török & Kliem 2005; Guo et al. 2010; Liu et al. 2014). In these events, the lack of emission from low/middle temperature plasmas is found during the impulsive phase, i.e., before the peak of SXR flux. However, the appearance of flare ribbons and post flare loops in the middle temperature channels support the energy transport from the reconnection region to the chromosphere and the occurrence of chromospheric evaporation during these flares, which is similar to particle acceleration with subsequent chromospheric evaporation (e.g., Fisher et al. 1985; Milligan 2015; Brosius et al. 2016; Tian & Chen 2018). On the other hand, the lower number density and longer flare loops should imply smaller radiative and conductive losses, which would result in a significantly longer cooling time as compared to the last event (Cargill et al. 1995; Aschwanden, & Alexander 2001; Benz 2017). The bulk of the released energy will thus be retained in flare loops for a long duration, while comparatively little energy will be slowly transported to the deeper atmospheric layers. This is also consistent with the subsequent post flare loops at middle temperature channels, which are far away from the flare peak time. Conversely, flare 4 has high density, resulting in larger radiative losses – a possible mechanism for energy transport to deeper layers. This is confirmed by the DEM results during the flare peak time, which show hot temperatures but low densities in flare 1, and a multithermal temperature but high density in flare 4.

We would like to point out that the first three flares might be caused by the reconnection between complex hot flare loops, so there is no open field line generated during the flare processes. Thus, there is no type III radio burst during these three flares, which is also the difference of the first three flares from the last flare associated with the filament eruption. On the other hand, the flare 4 is associated with an erupting filament, the accelerated electron beams then propagate upward along the open magnetic field lines, generating the type III radio burst. Unfortunately, no appropriate HXR observations were available for our event sample, so we cannot make a definite conclusion about the role of energetic electrons. To make this conclusion more robust, we will investigate more cases which will include explicit HXR observations in future, since they provide direct evidences of nonthermal electrons in the low solar atmosphere (Fletcher et al. 2011; Benz 2017). The Hard X-ray Imager (Su et al. 2019; Zhang et al. 2019) on board Advanced Space-based Solar Observatory (Gan et al. 2019; Huang et al. 2019) and the Spectrometer/Telescope for Imaging X-rays (Krucker et al. 2020) aboard Solar Orbiter (Müller et al. 2013) could help to solve this problem, in particular for their joint observations in HXR channels (e.g., Krucker et al. 2019).

It is worthwhile to stress that the first three flares are geometrically quite extended, − in particular compared to flare 4. Taking flare 1 for example, the double footpoints connected by flare loops are separated by s ∼ 70 Mm, which corresponds to some of the largest values of the RHESSI flares found by Warmuth & Mann (2013). Considering optically thin emissions in solar flares, the broad bundle of flare loops should correspond to a large LOS depth (d), thus resulting in low densities and therefore a low radiative cooling rate. Conversely, when the loop half-length (Lπ s/4) is adopted at the thermal gradient length, a comparatively low conductive cooling rate would result. Using the key parameters derived from flare 1, such as the number density (n1), the plasma temperature (T1), and loop half-length (L), the conductive cooling(τcon ) and radiative cooling (τr ) timescales (cf. Cargill & Klimchuk 2004; Reale 2014) could be estimated, which are τcon ∼ 29 minutes and τr ∼ 166 minutes, respectively. Similarly, the conductive cooling (${\tau }_{{con}}^{^{\prime} }\sim $) and radiative cooling (${\tau }_{r}^{\prime}$) timescales of flare 4 can also be estimated from its key parameters, such as ${\tau }_{{con}}^{^{\prime} }\sim $ 44 minutes and ${\tau }_{r}^{^{\prime} }\sim $ 19 minutes. It should be mentioned that the role of conduction is still under discussion. There are theoretical arguments that suggest conduction might be significantly suppressed in solar flares (e.g., Bian et al. 2018; Emslie & Bian 2018, and references therein). Conversely, there is evidence for conductive evaporation in some events (e.g., Battaglia et al. 2009; Zhang & Ji 2013). In general, shorter flare loops should lead to smaller conductive timescales (Aschwanden, & Alexander 2001), but in our case (flare 4) this is overcompensated by the multi-thermal temperature. The conductive timescales are comparable in our flares, so conduction is not favored for the explanation of the vastly different decay timescales. In other words, our interpretation does not depend on the exact role of conduction: the vastly different radiative cooling timescales are sufficient for explaining the different temporal evolution of the compact flare 4 as opposed to the extended flares 1−3.

It is also necessary to stress that the long lifetime of the first three flares is essentially distinct from the EUV late phase of solar flares discovered by SDO/EVE and SDO/AIA, which refers to the second peak in warm EUV (i.e., Fe xvi 335 Å) channels (Woods et al. 2011; Woods 2014). Since the first three flares in our work do not exhibit the second large peak which is separated from the impulsive peak in high temperature EUV wavelengths, such as AIA 131 Å and 94 Å. Moreover, the middle temperature EUV (e.g., AIA 335 Å, 211 Å, 193 Å and 171 Å) channels show peaks successively in our flares, as can be seen in Figure 3.

Acknowledgements

We acknowledge the anonymous referee for his/her valuable comments. We thank the teams of SDO/EVE, SDO/AIA, GOES, and STEREO for their open data use policy. This work is supported by the National Natural Science Foundation of China (Grant Nos. 11973092, 11790300, 11790302, 11729301 and 12073081), and the Strategic Priority Research Program on Space Science, Chinese Academy of Sciences (Grant Nos. XDA15052200 and XDA15320301). D. Li is also supported by the Specialized Research Fund for State Key Laboratories and CAS Strategic Pioneer Program on Space Science (KLSA202003). The Laboratory No. is 2010DP173032. The work of A. W. was supported by DLR (Grant No. 50 QL 1701).

Appendix A:: AIA fluxes for flares 2 and 3

Fig. A1

Fig. A1 Normalized EUV fluxes for flares 2 and 3 at wavelengths of AIA 131 Å (black), 94 Å (green), 335 Å (blue), 211 Å (orange), 193 Å (brown), and 171 Å (magenta), which are derived from the flare subregions outlined by the red rectangles in Fig. 2.

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Appendix B:: AIA images for flares 2 and 3

Fig. B1

Fig. B1 Small FOV images for flare 2 at around 12:44 UT in AIA 131 Å (a), 94 Å (b), 211 Å (c) and 304 Å (d).

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Fig. B2

Fig. B2 Same as Fig. B1, but for flare 3 at around 14:01 UT.

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10.1088/1674-4527/21/3/66