using the gr model some important remarks * danezis e., *lyratzi e, *antoniou a., **popović l. Č.,...

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Using the GR model Using the GR model Some important Some important remarks remarks * Danezis E., *Lyratzi E, *Antoniou A. Danezis E., *Lyratzi E, *Antoniou A. , , **Popović L. Č., **Dimitriević M. S. **Popović L. Č., **Dimitriević M. S. *University of Athens, School of Physics, Department of Astrophysics, Astronomy *University of Athens, School of Physics, Department of Astrophysics, Astronomy and Mechanics, Panepistimiopolis, Zografos 157 84, and Mechanics, Panepistimiopolis, Zografos 157 84, Athens – Greece Athens – Greece ** ** Astronomical Observatory, Volgina 7, 11160 Astronomical Observatory, Volgina 7, 11160 Belgrade – Serbia Belgrade – Serbia

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Page 1: Using the GR model Some important remarks * Danezis E., *Lyratzi E, *Antoniou A., **Popović L. Č., **Dimitriević M. S. *University of Athens, School of

Using the GR modelUsing the GR modelSome important remarksSome important remarks

**Danezis E., *Lyratzi E, *Antoniou A.Danezis E., *Lyratzi E, *Antoniou A.,, **Popović L. Č., **Dimitriević M. S. **Popović L. Č., **Dimitriević M. S.

*University of Athens, School of Physics, Department of Astrophysics, Astronomy *University of Athens, School of Physics, Department of Astrophysics, Astronomy and Mechanics, Panepistimiopolis, Zografos 157 84,and Mechanics, Panepistimiopolis, Zografos 157 84,

Athens – GreeceAthens – Greece**** Astronomical Observatory, Volgina 7, 11160 Astronomical Observatory, Volgina 7, 11160

Belgrade – SerbiaBelgrade – Serbia

Page 2: Using the GR model Some important remarks * Danezis E., *Lyratzi E, *Antoniou A., **Popović L. Č., **Dimitriević M. S. *University of Athens, School of

A first important remarkA first important remark

Page 3: Using the GR model Some important remarks * Danezis E., *Lyratzi E, *Antoniou A., **Popović L. Č., **Dimitriević M. S. *University of Athens, School of

We point out that with the proposed model we can study and reproduce specific spectral

lines. This means that we can study specific density regions in the plasma surrounding the studied

object.In order to construct a general modelIn order to construct a general model

we need to study with the proposed model many density regions that produce spectral lines of

different ionization potential, meaning different temperature and thus different distance from the

studied object.

Page 4: Using the GR model Some important remarks * Danezis E., *Lyratzi E, *Antoniou A., **Popović L. Č., **Dimitriević M. S. *University of Athens, School of

The Geometry of the modelThe Geometry of the model

Page 5: Using the GR model Some important remarks * Danezis E., *Lyratzi E, *Antoniou A., **Popović L. Č., **Dimitriević M. S. *University of Athens, School of

GeometryGeometry

As we can see the line function of the GR model has the form:

We have already seen that the calculation of the function ΙΙλλ does not depend on the geometry does not depend on the geometry of the absorbing or emitting independent density regions of matter. The decision on the geometry is essential The decision on the geometry is essential for the for the calculation of the distribution functions Lcalculation of the distribution functions L ii.. By deciding on a different geometry we conclude to a different analytical form of Li, and thus to a different shape of the profile of the spectral line, which presents SACs.

ggg

jejejej

iii LLSLII expexp1exp0

Page 6: Using the GR model Some important remarks * Danezis E., *Lyratzi E, *Antoniou A., **Popović L. Č., **Dimitriević M. S. *University of Athens, School of

In order to decide on the appropriate geometry we took into consideration the following important facts:

The spectral line profile is reproduced in the best way when we consider spherical symmetryspherical symmetry for the independent density regions. Such symmetry has been proposed by many researchers (Lamers et al. 1982, Bates & Gilheany 1990, Gilheany et al. 1990, Waldron et al. 1992, Rivinius et al. 1997, Cidale 1998, Markova 2000).

However, the independent layers of matterthe independent layers of matter, where a spectral line and its SACs are born, could lie either around the starcould lie either around the star, in which case spherical symmetry is justified, or at a greater or at a greater distance from the stardistance from the star,, where the spherical symmetry can not be justified.

GeometryGeometry

Page 7: Using the GR model Some important remarks * Danezis E., *Lyratzi E, *Antoniou A., **Popović L. Č., **Dimitriević M. S. *University of Athens, School of

1. Independent density regions of matter that lie around the star: around the star: We consider the existence of a classical classical spherical symmetryspherical symmetry

star Classical spherical symmetryClassical spherical symmetryDensity region producing SACs

GeometryGeometry

Page 8: Using the GR model Some important remarks * Danezis E., *Lyratzi E, *Antoniou A., **Popović L. Č., **Dimitriević M. S. *University of Athens, School of

2. Independent density regions of matter that lie at a greater at a greater distance from the photospheredistance from the photosphere:: We consider the existence of independent density regions such as blobsblobs, which cover all or a substantial fraction of the stellar disk. These regions, do not present spherical symmetry around the star, but they may present local spherical symmetrylocal spherical symmetry around themselvesaround themselves and they form spectral line profiles which are identical with those deriving from a spherically symmetric structure. So, even if the density regionsthe density regions are not spherically symmetric, through their effects on the line profiles, they appear as appear as spherically symmetric structures to the observerspherically symmetric structures to the observer..

ApparentApparent or local spherical symmetryor local spherical symmetry

star

Density region producing SAC

observer

GeometryGeometry

Page 9: Using the GR model Some important remarks * Danezis E., *Lyratzi E, *Antoniou A., **Popović L. Č., **Dimitriević M. S. *University of Athens, School of

2. Τhe star ejects mass with a specific radial velocity. The stream of The stream of matter is twisted, forming density regionsmatter is twisted, forming density regions such as corrotating interaction regions (CIRs), structures due to magnetic fields or spiral streamsspiral streams as a result of the stellar rotation (Underhill & Fahey 1984, Mullan 1984a,b 1986, Prinja & Howarth 1988, Cranmer & Owocki 1996, Fullerton et al. 1997, Kaper et al. 1996, 1997, 1999, Cranmer et al. 2000)). This means that hydrodynamic and magnetic forces take effect as centripetal forces, resulting to the outward to the outward moving matter twisting and moving around the star.moving matter twisting and moving around the star. Some parts of Some parts of these streams cut off and form the observed high density regions these streams cut off and form the observed high density regions (shells, blobs, puffs, spiral streams)(shells, blobs, puffs, spiral streams)..

Tuthill, P., Monnier, J.Tuthill, P., Monnier, J.& Danchi, W. (1999& Danchi, W. (1999)

Density regions producing SACsDensity regions producing SACs

GeometryGeometry

Page 10: Using the GR model Some important remarks * Danezis E., *Lyratzi E, *Antoniou A., **Popović L. Č., **Dimitriević M. S. *University of Athens, School of

An important noticeAn important notice

The proposed line function (Iλ) can be used for any number of absorbing or emitting regions. This means that it can also be used in the simple case that i=1 and j=0 or i=0 and j=1, meaning when we deal with simple, classical absorption or emission spectral lines, respectively. This means that we can calculate all the important physical parameters, such as the rotational, the radial and the random velocities, the optical depth, the column density and the absorbed or emitted energy, for all the simple and classical spectral lines in all the spectral ranges.

ggg

jejejej

iii LLSLII expexp1exp0

Page 11: Using the GR model Some important remarks * Danezis E., *Lyratzi E, *Antoniou A., **Popović L. Č., **Dimitriević M. S. *University of Athens, School of

The case of many absorption The case of many absorption or emission componentsor emission components.

In the GR line function

ggg

jejejej

iii LLSLII expexp1exp0

the final profile that is produced by a group of absorption lines is given by the product of the line functions of each SAC.

On the other hand, the final profile that is produced by a group of emission lines is given by the addition of the line functions of each SAC.

Page 12: Using the GR model Some important remarks * Danezis E., *Lyratzi E, *Antoniou A., **Popović L. Č., **Dimitriević M. S. *University of Athens, School of

The addition of a group of functions is completely different than the multiplication of functions.The spectral line profile that results from the addition of a group of functions is exactly the same with the profile that results from a composition of the same functions.

On the contrary, the product of a group of functions is completely different from the composition of the same functions.

As a result, we can use the composition of functions for the emission lines, but not for a group of absorption components. This means that in such a case we can not refer to the low of reversion of the spectral lines.

Page 13: Using the GR model Some important remarks * Danezis E., *Lyratzi E, *Antoniou A., **Popović L. Č., **Dimitriević M. S. *University of Athens, School of

The function reproduces the spectral lineprofile formed by the i density region (profile of one

component).

In the case of the GR distribution function, Li is given by:

So, for each quadruplet of the parameters Vrot i, Vrad i, Vrand i and ξi, we have a different profile.

This results to the existence of only one quadruplet able to existence of only one quadruplet able to give the best fit of the i componentgive the best fit of the i component.

iiLi eI

2

2

0000

0

coscos22

cos222

d

zerf

zerf

zL final

radlab 0

c

Vz rot

0

2ln2

c

Vrand

Vrad

Page 14: Using the GR model Some important remarks * Danezis E., *Lyratzi E, *Antoniou A., **Popović L. Č., **Dimitriević M. S. *University of Athens, School of

It is necessary to have theIt is necessary to have the superposition of the superposition of the spectral region that we study with the same region of spectral region that we study with the same region of a classical stara classical star of the same spectral type and of the same spectral type and luminosity class, in order toluminosity class, in order to identify the existence of identify the existence of spectral lines that blend with the studied ones and spectral lines that blend with the studied ones and the existence of SACsthe existence of SACs ..

As a first step

Fitting CriteriaFitting Criteria

In order to accept as best fit of the observed spectral lineIn order to accept as best fit of the observed spectral line, , what is given by the quadruplet (Vwhat is given by the quadruplet (Vrot irot i,, VVrad irad i, V, Vrand irand i, , ξξii) of ) of all the calculated SACs, we must adhere to all the calculated SACs, we must adhere to all the all the physical criteria and techniquesphysical criteria and techniques..

Page 15: Using the GR model Some important remarks * Danezis E., *Lyratzi E, *Antoniou A., **Popović L. Č., **Dimitriević M. S. *University of Athens, School of

The resonance lines, as well as those that form in regions that are close to each other (small difference in ionization potential), must have the same number of the same number of SACs and the same values for VSACs and the same values for Vradrad, V, Vrandrand and V and Vrotrot.. Besides, in the cases of resonance lines and of lines of the same ion and the same multiplet, the ratio of the the ratio of the values of values of ξ must be the same as the ratio of the ξ must be the same as the ratio of the respective intensities.respective intensities.

Τhe final criterion to accept or reject a best fit is that the calculated values of the physical parameters should the calculated values of the physical parameters should not go against the classical physical theory.not go against the classical physical theory.

The resonance spectral linesThe resonance spectral lines

Τhe final criterion

Page 16: Using the GR model Some important remarks * Danezis E., *Lyratzi E, *Antoniou A., **Popović L. Č., **Dimitriević M. S. *University of Athens, School of

The method to fit a spectral lineThe method to fit a spectral line

ΙΙn order to conclude to the group of the parameters n order to conclude to the group of the parameters which give us the best fit, we use the model by the which give us the best fit, we use the model by the following two methods:following two methods:

1.1. In the first methodIn the first method we consider that the main reason we consider that the main reason of the line broadening of the main line and the satellite of the line broadening of the main line and the satellite components is the rotationcomponents is the rotation of the region which creates of the region which creates the components of the observed featurethe components of the observed feature and a and a secondary secondary reason isreason is the thermal Doppler broadening. the thermal Doppler broadening. This means that we start fitting the line using the This means that we start fitting the line using the maximum maximum VVrotrot. Then. Then we include Doppler broadening, we include Doppler broadening,

in order to accomplish the best fit (Rotation case).in order to accomplish the best fit (Rotation case).

Page 17: Using the GR model Some important remarks * Danezis E., *Lyratzi E, *Antoniou A., **Popović L. Č., **Dimitriević M. S. *University of Athens, School of

2. In the second method,In the second method, we consider the we consider the opposite. This means that in this case the opposite. This means that in this case the main reason of the line broadening of the main reason of the line broadening of the main line and the satellite components is main line and the satellite components is supposed to be the thermal Doppler supposed to be the thermal Doppler broadening and the secondary reason is the broadening and the secondary reason is the rotation rotation of the region which creates the of the region which creates the components of the observed featurecomponents of the observed feature. This . This means thatmeans that we start fitting the line using the we start fitting the line using the maximum Doppler broadening. Then we maximum Doppler broadening. Then we includeinclude VVrotrot, in order to accomplish the best , in order to accomplish the best

fit (Doppler case).fit (Doppler case).

Page 18: Using the GR model Some important remarks * Danezis E., *Lyratzi E, *Antoniou A., **Popović L. Č., **Dimitriević M. S. *University of Athens, School of

In both of the above cases (Rotation case and Doppler case):In both of the above cases (Rotation case and Doppler case):

We check the correct number of satellite components that construct the whole line profile.

At first

We try to fit with one component. We add another one only when we see that we cannot fit with only one component. We keep adding components until we accomplish the best fit.

Finally, we fit using the number of the components that give the best difference graph between the fit and the real spectral line (step by step, component by component).

Then we fit using one component less than in the previous fit.

The F-test between them allows us to take the correct number of satellite components that construct in the

best way the whole line profile.

Page 19: Using the GR model Some important remarks * Danezis E., *Lyratzi E, *Antoniou A., **Popović L. Č., **Dimitriević M. S. *University of Athens, School of

The F-Test between these two cases indicates The F-Test between these two cases indicates the best way to fit the spectral lines.the best way to fit the spectral lines.

When the F-Test cannot give definite When the F-Test cannot give definite conclusion on which case we should use, conclusion on which case we should use,

we still could obtain information about the we still could obtain information about the limits of limits of VVrotrot and and σσ. .

If the F-Test gives similar values, then the Rotation Case defines the maximal Vrot and the minimal σ and the Doppler Case defines the minimal Vrot and the maximal σ.

Page 20: Using the GR model Some important remarks * Danezis E., *Lyratzi E, *Antoniou A., **Popović L. Č., **Dimitriević M. S. *University of Athens, School of

The profiles of every main spectral line and its The profiles of every main spectral line and its SACs are fitted SACs are fitted by theby the function, in the case function, in the case of an absorption component or of an absorption component or , in the , in the case of an emission componentcase of an emission component. .

These functions produce symmetrical line profilesThese functions produce symmetrical line profiles. . However, we know that most of the spectral lines However, we know that most of the spectral lines that we have to reproduce are asymmetricthat we have to reproduce are asymmetric.

This fact is interpreted as a systematical variation This fact is interpreted as a systematical variation of the apparent radial velocities of the density of the apparent radial velocities of the density regions where the main spectral line and its SACs regions where the main spectral line and its SACs are created. are created.

iiLe

ejeS ej

1

Page 21: Using the GR model Some important remarks * Danezis E., *Lyratzi E, *Antoniou A., **Popović L. Č., **Dimitriević M. S. *University of Athens, School of

In order to approximate those asymmetric profiles we have In order to approximate those asymmetric profiles we have chosen chosen a classicala classical method method. .

This is the separation of the region, which produces the This is the separation of the region, which produces the asymmetric profiles of the spectral line, in a small number of asymmetric profiles of the spectral line, in a small number of sub-regions, each of which is treated as an independent sub-regions, each of which is treated as an independent absorbing shell. absorbing shell.

In this way we can study the variation of the density, the radial In this way we can study the variation of the density, the radial shift and the apparent rotation as a function of the depth in shift and the apparent rotation as a function of the depth in every region which produces a spectral line with an every region which produces a spectral line with an asymmetric profile. asymmetric profile.

All the above must be taken into account during the evaluation All the above must be taken into account during the evaluation of our results and one should not consider that the evaluated of our results and one should not consider that the evaluated parameters of those sub-regions correspond to independent parameters of those sub-regions correspond to independent regions of matter, which form the main spectral line oregions of matter, which form the main spectral line orr its its SACs.SACs.

Page 22: Using the GR model Some important remarks * Danezis E., *Lyratzi E, *Antoniou A., **Popović L. Č., **Dimitriević M. S. *University of Athens, School of

In this case we could use asymmetric distributions (e.g. Maxwell). This means that we could fit the observed profile with an asymmetric mathematical distribution.

However, until now we do not have an expression of the distribution function L that would correspond to a Maxwell distribution and which would include physical parameters.

As a result, even if we could fit the observed profile As a result, even if we could fit the observed profile with a mathematical asymmetric distribution, we with a mathematical asymmetric distribution, we would not be able to calculate any physical parameterwould not be able to calculate any physical parameter.

In order to be able to calculate some physical parameters, we use the above mentioned way.

Page 23: Using the GR model Some important remarks * Danezis E., *Lyratzi E, *Antoniou A., **Popović L. Č., **Dimitriević M. S. *University of Athens, School of

We suggest that the width of the blue wing is the We suggest that the width of the blue wing is the result of the merging of the profiles of the main result of the merging of the profiles of the main

spectral line and its SACs. spectral line and its SACs.

Thus, the blue wing of each SAC gives the apparent rotational velocity of the density shell,

in which it forms.

This means that, in order to have measurements This means that, in order to have measurements with physical meaning, we should not calculate with physical meaning, we should not calculate the width of the blue wing of the observed the width of the blue wing of the observed spectral feature but the width of the blue wing of spectral feature but the width of the blue wing of each SAC.each SAC.

The spectral line widthThe spectral line width

Page 24: Using the GR model Some important remarks * Danezis E., *Lyratzi E, *Antoniou A., **Popović L. Č., **Dimitriević M. S. *University of Athens, School of

Some spectral lines fittings with GGauss-RRotational model

Page 25: Using the GR model Some important remarks * Danezis E., *Lyratzi E, *Antoniou A., **Popović L. Č., **Dimitriević M. S. *University of Athens, School of

Study of stellar spectra with GR modelStudy of stellar spectra with GR model

Page 26: Using the GR model Some important remarks * Danezis E., *Lyratzi E, *Antoniou A., **Popović L. Č., **Dimitriević M. S. *University of Athens, School of

A study of HD 93521 UV spectrum (Antoniou et al. 2006)

Ν IV: 1 component

Ν V: 1 συνιστώσα

C IV: 5 components

Ν V: 1 componentSi IV: 3 components

Page 27: Using the GR model Some important remarks * Danezis E., *Lyratzi E, *Antoniou A., **Popović L. Č., **Dimitriević M. S. *University of Athens, School of

The UV Mg II resonance lines’ fitting (Lyratzi et al. 2007)

Page 28: Using the GR model Some important remarks * Danezis E., *Lyratzi E, *Antoniou A., **Popović L. Č., **Dimitriević M. S. *University of Athens, School of

From the fitting with GR model we calculated the From the fitting with GR model we calculated the mentioned physical parameters and we took some mentioned physical parameters and we took some

statistical conclusions.statistical conclusions.

Statistical study of Si IV resonance lines in the UV spectrum of 70 Be stars (Lyratzi et al. 2004, 17th ICSLS)

Page 29: Using the GR model Some important remarks * Danezis E., *Lyratzi E, *Antoniou A., **Popović L. Č., **Dimitriević M. S. *University of Athens, School of

Statistical study of Mg II resonance lines in the UV spectrum of 64 Be stars (Lyratzi et al. 2007 PASJ)

Statistical study of Ηα line in the UV spectrum of 120 Be stars(Lyratzi et al. 2005 MSAIS)

Page 30: Using the GR model Some important remarks * Danezis E., *Lyratzi E, *Antoniou A., **Popović L. Č., **Dimitriević M. S. *University of Athens, School of

The random velocities of the CIV and NV density regions, as a function of the apparent rotational velocities, in a sample of 20

Oe stars.

From the calculation of the above parameters From the calculation of the above parameters we can study the relations between themwe can study the relations between them

Danezis et al. 2007 Danezis et al. 2007 VI VI SCSLSASCSLSA

C IV Region Rotational Velocities (Vrot) - Random

Velocities (Vrand)

0

50

100

150

200

250

0 500 1000 1500

Vrot (km/s)

Vra

nd

(k

m/s

)

N V RegionRotational Velocities (Vrot) - Random

Velocities (Vrand)

0

200

400

600

800

0 500 1000 1500 2000

Vrot (km/s)

Vra

nd (

km/s

)

Page 31: Using the GR model Some important remarks * Danezis E., *Lyratzi E, *Antoniou A., **Popović L. Č., **Dimitriević M. S. *University of Athens, School of

The radial velocities of the CIV and NV density regions, as a function of apparent rotational velocities, in a sample of 20 Oe stars.

C IV RegionRotational Velocities (Vrot) - Radial

Velocities (Vrad)-3500

-3000

-2500

-2000

-1500

-1000

-500

0

0 500 1000 1500

Vrot (km/s)

Vra

d (

km

/s)

HD 164794

N V RegionRotational Velocities (Vrot) - Radial

Velocities (Vrad)-2500

-2000

-1500

-1000

-500

0

0 500 1000 1500 2000

Vrot (km/s)

Vra

d (

km

/s)

Danezis et al. 2007 Danezis et al. 2007 VI VI SCSLSASCSLSA

Page 32: Using the GR model Some important remarks * Danezis E., *Lyratzi E, *Antoniou A., **Popović L. Č., **Dimitriević M. S. *University of Athens, School of

Study of AGNs spectra with GR modelStudy of AGNs spectra with GR model

Page 33: Using the GR model Some important remarks * Danezis E., *Lyratzi E, *Antoniou A., **Popović L. Č., **Dimitriević M. S. *University of Athens, School of

Study of C IV/Si IV resonance lines in the spectrum of PG 0946+301(Lyratzi et al. 2008 19(Lyratzi et al. 2008 19thth ICSLS-poster paper) ICSLS-poster paper)

Page 34: Using the GR model Some important remarks * Danezis E., *Lyratzi E, *Antoniou A., **Popović L. Č., **Dimitriević M. S. *University of Athens, School of

Study of C IV/Si IV resonance lines in the spectrum of PG 1254+047(Lyratzi et al. 2008 19(Lyratzi et al. 2008 19thth ICSLS-poster paper) ICSLS-poster paper)

Page 35: Using the GR model Some important remarks * Danezis E., *Lyratzi E, *Antoniou A., **Popović L. Č., **Dimitriević M. S. *University of Athens, School of

In the open laboratory we will try to fit some In the open laboratory we will try to fit some spectral lines, following the criteria and spectral lines, following the criteria and

methods that we have just seen.methods that we have just seen.

Page 36: Using the GR model Some important remarks * Danezis E., *Lyratzi E, *Antoniou A., **Popović L. Č., **Dimitriević M. S. *University of Athens, School of

Thank you very much for your attentionThank you very much for your attention