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The rise of an ionized wind in the Narrow Line Seyfert 1 Galaxy Mrk 335 observed by XMM-Newton and HST PDF

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Preview The rise of an ionized wind in the Narrow Line Seyfert 1 Galaxy Mrk 335 observed by XMM-Newton and HST

The rise of an ionized wind in the Narrow Line Seyfert 1 Galaxy Mrk 335 observed by XMM-Newton and HST 3 A.L Longinotti1,2, Y. Krongold3, G. Kriss4,9, J. Ely4, L. Gallo7, D. Grupe6, S. Komossa5, S. 1 Mathur8, A. Pradhan8 0 2 1 European Space Astronomy Centre of ESA, Madrid, Spain 2 MIT Kavli Institute, 77 Massachusetts Avenue, 02139 Cambridge, USA n a 3 Universidad Nacional Autonoma de Mexico (UNAM), Mexico J 4 Space Telescope Science Institute, 3700 S. Martin Drive, Baltimore, MD 21218, USA 9 5 Max Planck Institut fuer Radioastronomie, Auf dem Huegel 69,53121 Bonn, Germany 2 6 Department of Astronomy and Astrophysics The Pennsylvania State University, USA 7 Department of Astronomy and Physics, Saint Mary’s University, Halifax, Canada ] O 8 Department of Astronomy, Ohio State University, 140 West 18th Avenue, Columbus, Ohio 43210-1173 C 9 Department of Physics and Astronomy, The Johns Hopkins University, Baltimore, MD 21218, USA . h p - o r ABSTRACT t s We present the discovery of an outflowing ionized wind in the Seyfert 1 Galaxy Mrk 335. a [ Despite having been extensively observed by most of the largest X-ray observatories in the last decade, this bright source was not known to host warm absorber gas until recent XMM-Newton 2 observationsincombinationwithalong-termSwiftmonitoringprogramhaveshownextremeflux v 3 and spectral variability. High resolution spectra obtained by the XMM-Newton RGS detector 6 revealthat the wind consists of three distinct ionizationcomponents,all outflowingat a velocity 4 of∼5000km/s. Thiswindisclearlyrevealedwhenthe sourceisobservedatanintermediateflux 5 state(2-5×10−12ergscm−2s−1). Theanalysisofmulti-epochRGSspectraallowedustocompare . 1 the absorber properties at three very different flux states of the source. No correlation between 0 thewarmabsorbervariabilityandtheX-rayfluxhasbeendetermined. Thetwohigherionization 3 components of the gas (logξ∼2.3 and 3.3) may be consistent with photoionization equilibrium, 1 but we can exclude this for the only ionization component that is consistently present in all flux : v states(logξ∼1.8). We haveincludedarchival,non-simultaneousUVdata fromHST (FOS,STIS, i X COS) with the aim of searching for any signature of absorption in this source that so far was known for being absorption-free in the UV band. In the COS spectra obtained a few months r a after the X-ray observations we found broad absorption in CIV lines intrinsic to the AGN and blueshifted by a velocity roughly comparable to the X-ray outflow. The global behavior of the gas in both bands can be explained by variation of the covering factor and/or column density, possibly due to transverse motion of absorbing clouds moving out of the line of sight at Broad Line Region scale. Subject headings: ActiveGalaxies: general — ActiveGalaxies: Mrk 335 1. Introduction of many AGN both atUV and X-raywavelengths (see Crenshaw et al. 2003 for a review). Outflowingphotoionizedgasisawell-established There are several reasons for keeping our in- feature of over half of all Seyfert Galaxies. The terest high in the study of warm absorbers. The presence of this gas is revealed as a series of observedvelocityshift(almostalwaystotheblue) blueshifted absorption signatures in the spectra 1 provides evidence that material is traveling out- The latest XMM-Newton and Hubble Space ward from the central region of AGN. If this ma- Telescope (HST) observations of the Narrow Line terial eventually leaves the AGN, then outflows Seyfert 1 Mrk 335 (z = 0.025785, Huchra et al. might carrysignificant mass out of the AGN and, 1999) presented in this paper resolve a potential as a consequence, give a substantial contribution challenge to this paradigm. to the chemical enrichment of the intergalactic Mrk 335 has a long X-ray history. It has been medium (IGM) (Furlanetto et al. 2001, Cavaliere observed by all the largest facilities throughout et al. 2002, Germain et al. 2009, Hopkins et al. the years,with the exception of Chandra. The X- 2010, Barai et al. 2011). The outflow can also ray spectrum has always shown a standard AGN- impact the development of the host galaxy itself. shape: mildly steep power law in the 2-10 keV If it is as strong as 0.5–5% of the Eddington lu- band, a strong soft X-ray excess and a complex minosity of the AGN, then the feedback from the and prominent Fe K line (see Larssonet al. 2007, AGN can regulate the growth of the galaxy and Longinotti et al. 2007, O’Neill et al. 2007). the growth of the central black hole as well (Di Intrinsic soft X-ray absorption was never de- Matteo et al. 2005,Hopkins et al. 2010). tected with high confidence. In the ASCA survey ThefactthatX-rayabsorbersarealwaysfound of warm absorbers presented by Reynolds (1997), in sources with UV absorption (Crenshaw et al. thissourcewasnotamongthelistoftheonespre- 2003, Kriss 2006) indicates that there is some in- sentingthecharacteristicabsorptionedgesthatre- terplay between the two phenomena and this in vealedthepresenceofionizedgasalongthelineof turn implies that photoionized gas must be dis- sight. Likewise,Mrk335hasnevershownanyUV tributed with high coveragein the AGN. absorptioneither (Zheng etal. 1995,Crenshawet Several open questions are still awaiting solu- al. 1999,Dunn et al. 2007). tion. In many cases, high quality observations of In2007,Mrk335underwentanabruptdecrease bright sources have allowed us to relate kinemat- influx(Grupeetal. 2007,2008)anditgaveusthe ically blue-shifted X-ray and UV absorption lines opportunitytoobserveandstudyapreviouslyun- (e.g. Kaspi et al. 2002,Kaastra et al. 2002) lead- known emission-line component that revealed the ing to the idea of an outflowing wind that spans presenceofphotoionizedgasatBroadLineRegion a wide range of ionization states with a common scales (Longinotti et al. 2008). The broadband velocity pattern. In contrast, other cases have (CCD) spectrum of this peculiar low flux state of shown no obvious relation between UV and X- Mrk 335 was explained by Grupe and collabora- ray absorption components (Kriss et al. 2011). tors by an intervening partial covering absorber, The ionization structure of the wind was some- although a competing and alternative scenario in times found to be a continuous distribution, as which the low state is produced by disk reflection proposedfor NGC 5548(Steenbrugge et al. 2005) could not be rejected. Noticeably, soft X-ray ion- or made by discrete, separate ionization compo- ized absorption was not observed in the high res- nents, sometimes in pressure equilibrium (Kron- olution data ofany flux state (O’Neill et al. 2007, goldetal. 2003),andothertimesnot(Detmerset Longinotti et al. 2008). al. 2011). The location of the photoionized gas is In 2009 Mrk 335 was observed for 200 ks by alsoasubjectofdebate. The NarrowLine Region XMM-Newton as part of a trigger program based onkpcscales(Kinkhabwalaetal. 2002),theinner onSwiftlongtermmonitoring(Grupeetal. 2012). edgeofthemolecularAGNtorusonpcscale(Kro- The source was caught for the first time at a flux lik&Kriss2001)andtheaccretiondiskonsub-pc state intermediate between the deep minimum of distances (Elvis 2000, Krongold et al. 2007) have 2007 and the “standard” bright flux in which it all been put forward as possible regions of origin was always observed. These data present very for these winds. different characteristics with respect to previous Onesoundpieceofevidencethatsofarhasbeen XMM-Newton observations. In particular they fully supportedobservationallyisthat, inthevast clearly show intrinsic soft-ray absorption in the majority of sources -practically 100% - intrinsic RGS band. This finding seems to question the absorptionispresentinbothX-rayandUVbands one-to-one correspondence reported between X- (Crenshaw et al. 2003, Kriss 2006). ray and UV absorbers. 2 Mrk 335 EPIC−pn Table 1: XMM-Newton Observation log. 1) Gon- doin et al. 2002; 2) Longinotti et al. 2007; 3) O’ Neill et 0306870101 − 03/01/2006 al. 2007; 4) Grupe et al. 2008; 5) Longinotti et al. 2008; 0101040101 − 25/12/2000 0600540501 − 13/06/2009 6)Grupeetal. 2012;7)Galloetal. 2013 m−2 0.01 0600540601 − 11/06/2009 OBSID Date Exp Flux state Ref V c−1 0510010701 − 10/07/2007 e 0101040101 2000-12-25 (3k7s) Hi-gh 1-,2 nts s k−1 10−3 u 0306870101 2006-01-03 133 High 3 co d 00561000051400760011 22000079--0066--1111 12332 LMoiwd 64,,75 malize 10−4 or 0600540501 2009-06-13 82 Mid 6,7 n 0.5 1 2 5 Energy (keV) Fig. 1.— Multi-epoch EPIC pn spectra of Mrk The present paper presents the first high- 335. The effective area has been accounted for, resolution study of the warm absorber in Mrk thereforethedifferencebetweenthevariousobser- 335 and it is based on the comparison of all the vationshastobeattributedtointrinsicchangesin data obtained up to the year 2009 by the RGS the spectral shape. spectrometer onboard XMM-Newton. The X-ray analysis presented here is com- plemented by the inclusion of recent and non- (0101040101, 0600540501, 0600540601), Small simultaneous HST-COS spectra that were ob- window mode (0306870101) and Large window tained a few months after the X-ray observations. mode (0510010701). Data reduction was per- formed by using the standard tasks epproc and 2. Observations and data reduction rgsproc, for pn and RGS data respectively. Screening of high particle background was ap- 2.1. XMM-Newton data plied to the pn data so as to maximise the signal- Mrk335wasobserved5timesbyXMM-Newton to-noiseratioaccordingtotheproceduredescribed (see Table 1 for the log of observations). All the inPiconcellietal. (2004). Thespectralextraction datasetswerereducedwithSAS11.0.01. Forade- regions in the pn camera is a circle of 40 arcsec of taileddescriptionofthevariousdatasets,wedefer radius for source and background spectra, in all the reader to the numerous prior publications on observations. this source that are listed in Table 1. Thefocusofthepresentpaperistheanalysisof 2.1.1. The EPIC pn data the warm absorber features in the high-resolution The CCD data of the XMM-Newton campaign spectra obtained by the Reflection Grating Spec- arethesubjectoftwomorepublicationspresented trometer(RGS,denHerderetal. 2001),therefore by our group (Grupe et al. 2012 and Gallo et wedonotinclude CCDdatafromthe EPICMOS al. 2013). The former paper reports on the long cameras, which are extensively described in pre- termvariabilityofMrk335,whichhasbeenmoni- vious publications. However, the EPIC pn data toredbytheSwiftX-raytelescopesince2007,and will be shown and used for measuring fluxes and the application of the partial covering model to constraining models, therefore we briefly describe explain the variation observed by XMM-Newton. their data reduction in the following. Thelatterpaperconcentratesinsteadontheanal- For all 5 data sets, the EPIC pn camera ysisofthediskreflectioncomponentintheXMM- (Struder et al. 2001) was used as prime instru- Newton 2009 data. ment, and it was operated in Full Frame mode This complementary work provides the first detailed description of the line-of-sight gas in 1http://xmm.esac.esa.int/sas/current/documentation/sas concise.shtml Mrk 335 as seen by a high resolution spectrome- 3 vation on 12 February 2010 used gratings G130M Table 2: X-ray fluxes (in units of and G160M, again with four central wavelength 10−11 erg cm−2 s−1) measured by fitting the settingsforeachgratingandFPPOS=3. Thefour EPIC pn data with a broken power law model different central wavelength settings provide full with break energy fixed at 2 keV. coverage across the wavelength gap between seg- ments A and B of the FUV detector. They also OBSID Flux(0.3-2keV) Flux(2-10keV) - - placethegrid-wireshadowsandotherdetectorar- 0101040101 2.60±0.01 1.37±0.01 0306870101 3.32±0.01 1.77±0.01 tifacts at independent places along the spectrum 0510010701 0.20±0.01 0.34±0.01 so that they can be more easily removedfrom the 0600540601 0.36±0.01 0.48±0.04 0600540501 0.52±0.02 0.51±0.05 data without gaps in wavelength coverage. We used v12.17.6 of the COS calibration pipeline to process and combine the data. Our processing included a 1-dimensional flat-field correction that eliminates the grid-wire shadowsand other detec- ter, and, as to the X-rayband, it is entirely based tor artifacts. The combined G160M spectra cover on the RGS data. However, consistency between the wavelength range 1400–1770 ˚A; the G130M spectral fits performed on the RGS and the EPIC spectrum covers 1135–1440 ˚A. The G160M spec- pn data is explored for completeness. traeachhaveamediansignal-to-noiseratio(S/N) To generally illustrate the dramatic change in of ∼ 17 per resolution element. For G130M, the thespectralshapeofMrk335,wehaveincludedall median S/N is ∼33 per resolution element. the EPIC-pnspectra of Mrk 335in Figure 1. The Although the COS line-spread function (LSF) 0.3–10 keV figure shows very effectively that the has broad wings that can fill in narrow absorp- spectral changes are concentrated below 4-5 keV, tion features (Ghavamian et al. 2009), we do not and that the difference at higher energy is merely detect any intrinsic lines in Mrk 335 that would attributed to a normalization effect. Continuum necessitate deconvolving the effects of the LSF as fluxes extracted from these spectra are listed in in Kriss et al. (2011). Ghavamian et al. (2009) Table 2. note that the broad LSF has negligible impact on spectral features with Doppler widths exceed- 2.2. HST Ultraviolet Spectra ing ∼ 100 kms−1. All spectral features of inter- A few months after the XMM-Newton obser- est directly relatedto Mrk 335 have much greater vations of Mrk 335 in 2009, the Cosmic Origins widths. Spectrograph (COS) team observed Mrk 335 as After processing through the pipeline, we mea- part of their program to probe warm and hot gas sured the locations of strong interstellar lines in in and near the Milky Way using AGN as back- the spectra to determine a zero-point correction groundsources(ProposalID11524,JamesGreen, for the wavelength scale using the H i velocity of PI). Green et al. (2012) describe the key char- V = −11 km s−1 along the Mrk 335 sight- LSR acteristics of the design and performance of the line (Murphy et al. 1996). Overall uncertainties COS instrument on the Hubble Space Telescope in the COS wavelength scale limit our knowledge (HST). We have retrieved these spectra from the ofthe absolutewavelengthscale to sim15kms−1. HST archive to see if any trace of the unexpected Figure 2 shows the calibrated COS spectrum of X-rayabsorptionwe see in the RGS spectra has a Mrk335,withtheG130MobservationfromFebru- UVcounterpart. Table3summarizestheobserva- ary 2010 merged with the G160M observation of tional details. October 2009. The first observation on 2009 October 31 used To place these most recent HST spectra in an the Primary Science Aperture (PSA) and grating historicalcontext, we also retrievedarchivalspec- G160Mwithfourdifferentcentralwavelengthset- tra obtained using the Faint Object Spectrograph tings. All four observations used the same focal (FOS) in 1994, and more recent Space Telescope plane position for the detector, FPPOS=3.ll four Imaging Spectrograph(STIS) spectra obtained in observations used the same focal plane position 2004. The relevant data sets are also listed in Ta- for the detector, FPPOS=3. The second obser- ble 3. For these data we performed no special 4 Table 3: HST Observations of Mrk 335 Data Set Name Instrument Grating/Tilt Date Start Time Exposure Time (GMT) (s) lb4q05010 COS G160M/1589 2009-10-31 13:40:19 408 lb4q05020 COS G160M/1600 2009-10-31 13:50:24 408 lb4q05030 COS G160M/1611 2009-10-31 14:00:29 408 lb4q05040 COS G160M/1623 2009-10-31 14:10:34 409 lb4q06010 COS G160M/1589 2010-02-08 07:34:24 302 lb4q06020 COS G160M/1600 2010-02-08 07:43:02 302 lb4q06030 COS G160M/1611 2010-02-08 07:51:40 302 lb4q06040 COS G160M/1623 2010-02-08 08:00:18 301 lb4q06050 COS G130M/1291 2010-02-08 08:58:05 608 lb4q06060 COS G130M/1300 2010-02-08 09:15:01 605 lb4q06070 COS G130M/1309 2010-02-08 09:28:52 604 lb4q06080 COS G130M/1318 2010-02-08 10:37:38 605 y29e0202t FOS H13 1994-12-16 05:43:31 1390 y29e0203t FOS H13 1994-12-16 07:01:06 770 y29e0204t FOS H19 1994-12-16 07:20:06 960 y29e0205t FOS H27 1994-12-16 07:40:07 60 y29e0206t FOS H27 1994-12-16 08:40:19 420 y2gq0301t FOS PRISM 1994-12-16 08:48:35 60 o8n505010 STIS E140M 2004-07-01 16:24:51 1945 o8n505020 STIS E140M 2004-07-01 17:44:50 2295 o8n505030 STIS E140M 2004-07-01 19:20:49 2875 o8n505040 STIS E140M 2004-07-01 20:56:49 2875 Fig. 2.— Calibrated COS spectrum of Mrk 335. Wavelengths shortwardof 1430˚A are from the G130Mob- servationofFebruary2010;longerwavelengthsarefromtheG160MobservationinOctober2009. Prominent emission features are indicated. Geocoronal emission in the center of the galactic Lyα absorption trough is indicated with an Earth symbol. The narrow absorption features in the spectrum are either foreground interstellar lines or intervening intergalactic Lyα absorbers. 5 processing other than to correct the zero point of asimplepowerlawandGalacticabsorptionmodel. the wavelength scale of the FOS spectra to align The absorption around 16 ˚A, which is obvious in the ISM absorption features with the H i veloc- the mid state spectrum observed in 2009, is un- ity noted above. The STIS spectrum required no doubtedly less pronounced in the high state data additional correction. Table 4 compares the con- of 2006. Analogously, the emission line around tinuumfluxes forallthe HST observationsofMrk 19 ˚A, is more evident in the mid state data, due 335 that we discuss below. to the lower continuum flux with respect to the 2006 spectrum. After this first-order comparison, 3. X-ray spectral analysis we proceed to model the absorption observed in the mid state spectra. 3.1. Strategy 3.2. The ionized gas in the 2009 mid state ThespectralanalysisoftheXMM-NewtonRGS spectra was carried out by using two indepen- We start by fitting the continuum in the RGS dent photoionization codes. We applied the xabs band(7–30˚A)withapowerlawandablackbody warmabsorbermodelincludedintheSPEXfitting componenttomimicthesoftexcess. TheGalactic package (Kaastra, Mewe, Nieuwenhuijzen, 1996). column density along the line of sight to Mrk 335 In parallel, the spectra were analyzed following isalsoincludedandfixedto4×1020 cm−2 (Dickey the same procedure by employing the photoion- & Lockman 1990). ization code PHASE, developed by Krongold et To this purely phenomenological model of the al. (2003). All the results presented in this pa- continuum we addedthe effect ofabsorptionfrom per are extracted from the analysis carried out ionized material. This effect is modeled by the with the SPEX software. However, the warm ab- xabs warm absorber code that reproduces the sorberpropertiesderivedforthe 2009spectraand transmission of the nuclear continuum through a reported in the following section were fully con- slabofionizedgasin photoionizationequilibrium. firmed by the second analysis. In this way we are Thefreeparametersinourfitsarethecolumnden- confident to have checked the possible model de- sity of the gas, the ionization parameter, the out- pendency thatsometimesisintroducedbytheuse flow velocity and the root mean square velocity of different photoionization codes. width ofthe absorptionlines. SolarSystemabun- During the fitting procedure RGS data have dances from Lodders et al. (2009) are assumed. been binned by a factor of 4. Whenever other choices of grouping were taken (i.e. for plotting 10−10 purpose),itwillbespecified. χ2-statisticswasap- plied and 1-sigma error bars are quoted through- out the paper. We highlight our strategy in the following. −2−1m s) Saindceetatilheedmstauidnypoufrptohsee wofartmheapbrseosrebnetr wanodrkitiss E) (erg c 10−11 F( multi-epoch behaviour, we start by analysing the E data of 2009, where the presence of the ionized absorber is very evident. 10−12 Once a complete model of the ionized gas is 0.001 0.010 0.100 1.000 10.000 Energy (keV) established on sound bases for the mid state, we extend it to the other data sets. In this way we Fig. 4.— Observed spectral energy distribution willtestthe behaviourofthe absorberatdifferent of Mrk 335 in the 2009 mid state from XMM- epochs and its relation to the corresponding flux Newton. levels that Mrk 335 has shown during the XMM- Newton observations. Initially, the ionized absorber is assumed to be Figure 3 displays the comparison of the RGS totally covering the source of radiation. Subse- residuals of the mid and high state data fitted by quently, in the fitting procedure we will test for 6 Table 4: Continuum Fluxes for HST Observations of Mrk 335 Observatory Date F(1500 ˚A) (10−14 ergscm−2s−1˚A−1) HST/FOS 1994-12-16 6.0 HST/STIS 2004-07-01 3.6 HST/COS 2009-10-31 3.1 HST/COS 2010-02-08 3.1 the possibility of a more patchy geometry of the at the residuals, was tested and found not signifi- gas. cant. The absorption spectrum is calculated assum- The best fit parameters for the three warm ab- ing the photoionization balance produced by the sorbers are summarised in Table 5. The separate incoming ionizing radiation. contributionof eachabsorptioncomponentto our Figure 4 shows the spectral energy distribu- globalmodelisillustratedinFigure6. The3mod- tion (SED) of Mrk 335 including also the data els have been renormalized so as to highlight the from the Optical Monitor (OM) onboard XMM- dominant features in each of them. Newton. The OM observed Mrk 335 in 4 filters centered at 2182, 2341, 2946 and 3481 ˚A, simul- 3.2.1. Consistency between the two mid state spectra of 2009 taneously to the X-ray instruments. This allowed us to add the information on the ultraviolet part To carefully check the consistency between of the SED for calculating the ionization balance the two separate XMM-Newton observations in our warm absorber models. we applied the warm absorber model described Figure1andTable 2showafew percentdiffer- above to the second mid state data set (OBSID ence in the softX-rayflux ofthe two observations 0600540601). This spectrum is shown in the top of 2009 (see also Grupe et al. 2012 for the light panel of Figure 3. In this fit, all the parame- curve analysis). A visual inspection of the data ters are left free to vary, including those of the also reveals little difference in the spectral shape baseline continuum model. The detailed results of the two RGS spectra. We therefore decided to are reported in the second row of Table 5. We start by carrying out the analysis of the two data concluded that the fit of the two RGS data sets sets separately and check consistency in the spec- yieldparametersfullyconsistentwithintheerrors. tralparametersduring the fitting process. All the Furthermore,wenotethatthesoftX-rayfluxvari- fit statistics reported below refer to the data set ations between the two observations of 2009 (the extracted from OBSID 0600540501. 2-10 keV flux being practically constant, see Ta- A continuum model without any intrinsic ble 2), does not present variability higher than a absorption consisting of Nh Gal *(power law 30% level, which is approximately the accuracy + black body) produces an unsatisfactory fit in the errorsof the detected column densities and (χ2/d.o.f. = 1516/1052). ionizationparameters(Table 5). Therefore,warm absorber variations induced by the observed flux The addition of one warm absorber compo- variability would not be detectable in these data nent to this baseline model is highly significant (χ2/d.o.f.=1435/1048) but still not sufficient to sets. provide a good fit to the spectra. We added a Nonetheless, we need to consider the results of secondcomponentandfoundanimprovedbestfit the variability behaviour of Mrk 335 reported by model with χ2/d.o.f.=1334/1044. When the pres- Grupe et al. (2012). These authors have split the enceofathirdwarmabsorberwastestedthe final dataof2009accordingtothepncountingrateand fit statistics of χ2/d.o.f.=1307/1040 was reached. they have obtained two spectra corresponding to The data fitted by this model are shown in Fig- “faint”and“bright”portionswithin the 2009mid ure 5. The presence of an additional absorption componentthatmightbe postulatedafterlooking 7 Table 5:Best fit parametersof the 3 warmabsorber model in the mid states of2009. The coveringfactor of the absorbers is fixed to 1. The emission lines reported in Section 3.3 are included in these fits. Dataset continuum WaPhase Logξ Columndensity vout vbroad χ2/d.o.f. (TinkeV) - (ergcms−1) (cm−2) (kms−1) (kms−1) 0600540501 Γ=2.45+−00..1107 I 1.92+−00..0151 2.72+−11..1013×1021 4300+−915500 <30 1307/1040 kTbb=0.09±0.02 II 2.35+−00..2146 4.43+−21..0310×1021 5450+−117800 120+−15400 III 3.31+−00..0098 2.13+−61..2152×1022 4000+−213800 170+−8650 0600540601 Γ=2.45+−00..3543 I 1.75+−00..2315 3.27+−22..0311×1021 6000+−13400000 <70 1249/1033 kTbb=0.11±0.07 II 2.15+−00..1102 4.80+−22..3300×1021 4900+−116700 120+−6800 III 3.22+−00..5358 2.04+−410.82×1022 5200+−625500 <650 First80ks Γ=2.33+−00..3500 I 1.61±0.16 3.34+−11..6305×1021 4700+−815200 <20 1226/1033 0600540601 kTbb=0.10±0.08 II 2.16+−00..0099 4.07+−32..4005×1021 4900+−116705 <70 III 3.26+−00..1176 4.02+−138.00×1022 5200+−1200000 90+−7505 combinedRGS Γ=2.57+−11..7941 I 1.85+−00..0141 2.15+−00..3266×1021 4000+−178000 <10 2143/1678 kTbb=0.11±0.01 II 2.11+−00..0023 4.22+−00..4488×1021 5140+−16900 140±30 III 3.19+−00..0059 3.56+−11..0882×1022 5300+−91000 120+−4300 0600540601 (RGS+pn) Γ=1.76+−00..0022 I 1.82+−00..0067 2.86+−10..7880×1021 4700+−15700 <15 1704/1284 kTbb=0.11±0.01 II 2.15+−00..0032 3.62+−00..2124×1021 5100+−9900 120+−4200 III 3.31±0.13 6.22+−21..2152×1022 6200+−88000 30+−1105 8 Fig. 3.—Comparisonbetween residuals(in terms ofσ) ofthe mid state (top)and highstate (bottom) RGS spectrum (OBSID 0600540601and 0306870101)fitted only by a power law and Galactic absorption model. The broad absorption feature produced by the Fe UTA transitions that is very prominent in the mid state disappears almost completely in the high state data: residuals around 16˚A in the bottom panel are still negative but at a lower significance. state observations2. The “faint spectrum” corre- 100 High Ionization phase sponds to the first 80 ks of obs 0600540601and it Med Ionization phase is made by events with less than 3 counts per sec. Low Ionization phase In order to exclude that the warm absorber fit m 10 is driven by the brightest part of the 2009 data, m^2/s/Angstro wm80eodkhsea.lvteToahtpehpepliaeRdrGatmSheestpteehrcsrteoreufwmthariesmxtfiratabcastroeerdbreferrposombrteteshdtefisinet Photons/ 1 the third row of Table 5. In this way we test for possible variations of the warm absorber proper- ties in correlation with the source flux within the 0.1 10 15 20 25 30 2009 data. The parameters derived in the “faint” Wavelength (Angstrom) 80 ks spectrum are remarkably consistent with those derivedwhenusingthe twointegratedspec- Fig. 6.—Theplotshowsthe3(rescaled)warmab- tra of obs 0600540601 and 0600540501 (first two sorbercomponentsdetectedinthemidstatespec- trumandreportedinTable5. Fromtop: medium, high and low ionization. 2Inthiscontext“faintandbright”donothavereferenceto themulti-epochbehaviourofthesource 9 Fig. 5.— The RGS spectrum of the 0600540501 mid state data fitted by the best fit model in Table 5. The labels of the absorption lines (grey) are blueshifted by an average outflow velocity of 5000 km/s, the labels for the emission lines (red) correspond instead to the laboratory values. Instrumental features can be distinguished by their typical “squared” shape. The relative contribution of the three warm absorbers is best seen in Figure 6. rows in the table). 3.3. The emission lines in 2009 We conclude that the ionized gas does not When Mrk 335 was observed at its lowest flux present significant variation while XMM-Newton state, Grupe et al. (2008) and Longinotti et observedMrk335in2009,thereforeweappliedthe al. (2008) discovered an important emission line best fit model to the combined data sets of 2009 component. Residuals in Figure 3 show a clear and from now on, we consider this globaldata set emission line corresponding to the position of as“themidstate”. Theresultsfromthislatestfit OVIII Lyα. are also included in Table 5. ToreplicatetheanalysiscarriedoutbyLonginotti Last, we have checked the effect of the broad- et al. (2008), we fitted the mid state data by band X-ray continuum on our warm absorber adding to the three warm absorbers model a se- model. Indeed, extending the spectral band up ries of emission lines with 0-width at the wave- to 10 keV might modify the parameters since the lengths listed in Table 6. The wavelengths were power law slope may not be correctly measured kept frozen to the laboratory values in order to giventhe factthatthe RGSbandis limitedtothe allow a direct comparison to the fluxes reported soft X-rays (below 2 keV). To this purpose, we by Longinotti et al. 2008 in their Table 2. Final haveappliedthewarmabsorbermodeltotheRGS detections are listed in Table 6. Note that the and pn data simultaneously. This test was done warm absorber parameters reported in Table 5 for OBSID 0600540601. The resulting photon in- and the model plotted in Figure 5 include these dexisindeedmodified,beingΓ=1.74+0.05,butthe −0.06 emission lines. warmabsorberspropertiesarebasicallyconsistent Figure 7 shows the fluxes of the emission lines with the RGS-only based fit (see Table 5). 10

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