statistical analysis of model-fitted inner-jets of the mojave blazars xiang liu, ligong mi, et al....

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Statistical analysis of model-fitted inner-jets of the MOJAVE blazars Xiang Liu, Ligong Mi, et al. Xinjiang Astronomical Observatory (Former Urumqi Observatory), CAS JD6 “Connection between radio and high energy emission in AGNs”, IAU

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Page 1: Statistical analysis of model-fitted inner-jets of the MOJAVE blazars Xiang Liu, Ligong Mi, et al. Xinjiang Astronomical Observatory (Former Urumqi Observatory),

Statistical analysis of model-fitted inner-jets of the MOJAVE blazars

Xiang Liu, Ligong Mi, et al.

Xinjiang Astronomical Observatory(Former Urumqi Observatory), CAS

In JD6 “Connection between radio and high energy emission in AGNs”, IAU GA

Page 2: Statistical analysis of model-fitted inner-jets of the MOJAVE blazars Xiang Liu, Ligong Mi, et al. Xinjiang Astronomical Observatory (Former Urumqi Observatory),
Page 3: Statistical analysis of model-fitted inner-jets of the MOJAVE blazars Xiang Liu, Ligong Mi, et al. Xinjiang Astronomical Observatory (Former Urumqi Observatory),

Jet model

Marscher et al. 2008

Page 4: Statistical analysis of model-fitted inner-jets of the MOJAVE blazars Xiang Liu, Ligong Mi, et al. Xinjiang Astronomical Observatory (Former Urumqi Observatory),

Two-zone inner-jet models

• We propose the two-zone inner-jet models

Zone-1:Poloidalbeam

Zone-2:Envelopfluid

Helicaljet

Beamjet

Two-zone model 1 two-zone model 2

Page 5: Statistical analysis of model-fitted inner-jets of the MOJAVE blazars Xiang Liu, Ligong Mi, et al. Xinjiang Astronomical Observatory (Former Urumqi Observatory),

The two-fluid model • 1, the outflow consists

of an e−p plasma (the jet), moving at mildly relativistic speed

• 2, An e± plasma (the beam) moving at highly relativistic speed

• 3, the magnetic field lines are parallel to the flow in the beam and the mixing layer,

• and are toroidal in the jet

Roland et al. 2009, see the two-zone, spine-sheath models (Karouzos talk in this morning)

Page 6: Statistical analysis of model-fitted inner-jets of the MOJAVE blazars Xiang Liu, Ligong Mi, et al. Xinjiang Astronomical Observatory (Former Urumqi Observatory),

The model-fit to the MOJAVE blazars cores

• The sample defined by:• 1, blazars with more than 10 years VLBA monitoring,• 2, observed at >=15 epochs, good distribution in time.

• It consists of 104 sources, inclunding 77 quasars and 27 BL Lacs, in which 82 are Fermi LAT detected, 22 non-detected, 9 are also TeV sources.

• This research has made use of data from the MOJAVE database that is maintained by the MOJAVE team (Lister et al., 2009, AJ, 137, 3718)

•http://www.physics.purdue.edu/MOJAVE/

Page 7: Statistical analysis of model-fitted inner-jets of the MOJAVE blazars Xiang Liu, Ligong Mi, et al. Xinjiang Astronomical Observatory (Former Urumqi Observatory),

Example: IBL 0716+714

Mojave image at 15 GHz Model-fitted inner-jet PA vs restoring beam

Page 8: Statistical analysis of model-fitted inner-jets of the MOJAVE blazars Xiang Liu, Ligong Mi, et al. Xinjiang Astronomical Observatory (Former Urumqi Observatory),

The model-fit method and result• Almost all blazars of our sample are core-dominated, can

use an elliptical two-dimension Gaussian fit, also see Kovalev et al. (2005); Marti-Vidal et al. (2011, 2012) for more discussions.

• The model-fit gives peak flux density (per beam), PF, Position Angle of major axis, major axis and minor axis.

• We consider that the `core' in the 15 GHz VLBA image is the `inner-jet' rather than the true core. Therefore, the inner-jet can be modeled with an elliptic Gaussian component which its major axis is along with the inner-jet orientation or the inner-jet ridge-line on average,

• thus reflecting the inner-jet position angle. Major axis of the Gaussian can be as the inner-jet length scale (kovalev, et al. 2005).

Page 9: Statistical analysis of model-fitted inner-jets of the MOJAVE blazars Xiang Liu, Ligong Mi, et al. Xinjiang Astronomical Observatory (Former Urumqi Observatory),

Statistics of correlations

+3 (11%)

-5 (19%)-13 (48%)

+4 (15%)

-3 (11%)

27BL

+12 (16%)

-13 (17%)-54 (70%)

+11 (14%)

-10 (13%)

77Q

+15 (14%)

-18 (17%)-67 (64%)

+15 (14%)

-13 (13%)

104blazars

PA & majPF & majPF & PANtype

We define coefficient >0.4, with significance of <0.05, as a linear correlation.

Page 10: Statistical analysis of model-fitted inner-jets of the MOJAVE blazars Xiang Liu, Ligong Mi, et al. Xinjiang Astronomical Observatory (Former Urumqi Observatory),

Two-zone inner-jet models

• For beam component in zone-1,

• Only correlation between PF & maj is expected.

• Refered to the “zone-1” dominated

Zone-1:Poloidalbeam

Zone-2:Envelopfluid

Helicaljet

Beamjet

Two-zone model 1 two-zone model 2

For helical component in zone-2, other correlations (PF&PA, PA&maj) may be expected, refered to the “zone-2” dominated

Page 11: Statistical analysis of model-fitted inner-jets of the MOJAVE blazars Xiang Liu, Ligong Mi, et al. Xinjiang Astronomical Observatory (Former Urumqi Observatory),

64% blazars in the sample have PF&maj negative correlation

They could bedominated by the precession/swing Ballistic jet in the zone-1:A geometric beaming effect, orOutbursts with precession/swing

Page 12: Statistical analysis of model-fitted inner-jets of the MOJAVE blazars Xiang Liu, Ligong Mi, et al. Xinjiang Astronomical Observatory (Former Urumqi Observatory),

IBL 0716+714

This could be Explained with the helical non-ballistic jet in thezone-2

A ballistic precession/swingBeam emissionCannot explain This correlation

Liu et al. 2012

Michgan data:Vari period 5.7 yrFan et al. 2007

Positive correlation (PF & PA)

Page 13: Statistical analysis of model-fitted inner-jets of the MOJAVE blazars Xiang Liu, Ligong Mi, et al. Xinjiang Astronomical Observatory (Former Urumqi Observatory),

Ballistic jet

Non-ballistic helical jet

Page 14: Statistical analysis of model-fitted inner-jets of the MOJAVE blazars Xiang Liu, Ligong Mi, et al. Xinjiang Astronomical Observatory (Former Urumqi Observatory),

The dPA (max dPA here) Is similar to that jet ridge-line width from CJF sample Karouzos et al. (2012), except in small dPA regiuon

LAT detected peak at higher dPA than LAT non detected blazars, similar to Pushkarev et al.(2012) result, with different method.

Quasars peak at smaller dPA?

Page 15: Statistical analysis of model-fitted inner-jets of the MOJAVE blazars Xiang Liu, Ligong Mi, et al. Xinjiang Astronomical Observatory (Former Urumqi Observatory),

This result is generally consistent with that the LAT detected are more variable blazars, see Lister et al. (2009),

But the quasars show no significant different from BL Lacs in the distribution of variabilities in PF and maj.

It has been suggested that Doppler factor is not the sole factor that determines whether a particular AGN is bright at γ-ray energies (Lister 2012)

Page 16: Statistical analysis of model-fitted inner-jets of the MOJAVE blazars Xiang Liu, Ligong Mi, et al. Xinjiang Astronomical Observatory (Former Urumqi Observatory),

Gamma-ray detection rate

6 (2,4)3 (1,2)09 (3,6)TeV

76%(69%,93%)

82%(73%,100%)

82%(81%, 86%)

79%(74%,93%)Y/(Y+N)

13 (12,1)3 (3,0)6 (5,1)22 (20,2)LAT-N

41(27,14)

14 (8,6)27 (21,6)82(56,26)LAT-Y

Others

(Q,BL)

“Zone-2 dominate”

(Q,BL)

“Zone-1 dominate”

(Q,BL)

Total (Q,BL)

Gamma ray

Page 17: Statistical analysis of model-fitted inner-jets of the MOJAVE blazars Xiang Liu, Ligong Mi, et al. Xinjiang Astronomical Observatory (Former Urumqi Observatory),

39.5/31.731.0/21.232.7/24.6/25.9/35.833.4/16.741.2/33.2degPA

0.37/0.340.31/0.290.39/0.38/0.29/0.3832/3139/35%dmaj

3.32/3.173.49/2.373.65/3.53/1.48/3.344.23/4.043.05/2.78pcmaj

0.50/0.440.59/0.440.55/0.52/0.38/0.440.61/0.590.47/0.40masmaj

0.36/0.350.29/0.270.39/0.36/0.35/0.3632/2937/36%dPF

1.76/1.231.76/1.021.78/1.2/0.80/1.381.56/1.271.82/1.20Jy/bPF

13.5/13.011.7/12.314.3/12.9/9.0/13.67.9/7.115.1/14.2cMJC

0.97/0.840.95/0.761.0/0.94/0.31/0.941.26/0.730.88/085z

allZone-2Zone-1BLQLAT-NLAT-Yunit

Mean / median value of long-term variations of parameters for different groups

Page 18: Statistical analysis of model-fitted inner-jets of the MOJAVE blazars Xiang Liu, Ligong Mi, et al. Xinjiang Astronomical Observatory (Former Urumqi Observatory),

No strong variability evolution in PF, maj and dPA with redshift.

For quasars, there seems to be stronger variabilityaround redshift 2.1 and a marginal hint of wiggling variability.

For BL Lacs, because of less data and relatively low redshift,there is a marginal peak in variability around redshift 0.3.

But these are marginal.

Page 19: Statistical analysis of model-fitted inner-jets of the MOJAVE blazars Xiang Liu, Ligong Mi, et al. Xinjiang Astronomical Observatory (Former Urumqi Observatory),

Summary• The model-fit result of the `core‘s of 104 blazars from the MOJAVE

monitoring data, suggests that

• Fermi LAT-detected blazars have a wider position angle changes of inner-jet than LAT non-detected blazars, and are preferentially

• associated with higher variable blazars.

• We propose a two-zone jet model to explain the correlations in the model-fitted parameters, that the blazars in our sample are predominated by the beam of the inner than the jet in the outer.

• Fermi GeV gamma-ray detection rate show equally similar• fraction for the innermost jet (zone-1) dominated and the outer jet

(zone-2) blazars. But importantly:• TeV gamma-ray sources associate mostly with the outer part of

inner-jet (zone-2).

Page 20: Statistical analysis of model-fitted inner-jets of the MOJAVE blazars Xiang Liu, Ligong Mi, et al. Xinjiang Astronomical Observatory (Former Urumqi Observatory),

• Thank you

• For your attention!