Radio-to-Gamma Ray Monitoring of Mkn 421 and Mkn 501: Source - - PowerPoint PPT Presentation

radio to gamma ray monitoring of mkn 421 and mkn 501
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Radio-to-Gamma Ray Monitoring of Mkn 421 and Mkn 501: Source - - PowerPoint PPT Presentation

Radio-to-Gamma Ray Monitoring of Mkn 421 and Mkn 501: Source Variability N. Nowak, D. Paneque, U. Barres de Almeida, N. Strah, D. Tescaro On behalf of the Fermi-LAT, MAGIC, VERITAS and other collaborations and groups involved in the


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SLIDE 1

Radio-to-Gamma Ray Monitoring of Mkn 421 and Mkn 501: Source Variability

  • N. Nowak, D. Paneque, U. Barres de Almeida, N. Strah, D. Tescaro

On behalf of the Fermi-LAT, MAGIC, VERITAS and other collaborations and groups involved in the multiwavelength campaigns

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SLIDE 2

Outline

  • Introduction
  • 2009 MWL campaigns on Mrk 421 and Mrk 501:
  • SEDs
  • Lightcurves
  • Variability
  • Correlations
  • Conclusions & Outlook
slide-3
SLIDE 3

Motivation

Blazars:

  • AGN with relativistic jet pointing directly towards us
  • highly variable at all wavelengths
  • SEDs dominated by jet emission, two non-thermal bumps at low (radio-
  • ptical-Xray) and high (X/γ-rays) energies respectively. Origin of high-energy

bump not yet identified unambiguously. ➡ simultaneous observations of blazars over the whole wavelength range (Radio - TeV) over a long time period needed (mostly in low state).

Mrk 421 and Mrk 501:

  • luminous gamma ray sources
  • nearby blazars (z~0.03) which implies a low EBL absorption

➡ ideal candidates for multiwavelength studies

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SLIDE 4

2009 MWL campaigns on Mrk421 and Mrk501

4.5 months long multiwavelength campaigns in 2009 (PI: David Paneque):

  • Mrk421: Jan 19, 2009 (MJD 54850) - June 1st, 2009 (MJD 54983)
  • Mrk501: Mar 15, 2009 (MJD 54905) - Aug 1st, 2009 (MJD 55044)
  • monitored regardless of activity. However, both sources were in a relatively

low state throughout the campaigns

  • participating collaborations/telescopes/instruments:

MAGIC, Whipple, VERITAS, Fermi-LAT, Swift/BAT, RXTE/PCA, Swift/XRT, Swift/UVOT, GASP-WEBT, GRT, ROVOR, New Mexico Skies, MITSuME, OAGH, WIRO, SMA, VLBA, Noto, Metsähovi, OVRO, Medicina, UMRAO, RATAN-600, Effelsberg

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SLIDE 5

2009 MWL campaigns on Mrk421 and Mrk501

[Hz])

  • log10(

10 15 20 25

Time [MJD]

54850 54900 54950 55000

Radio IR O-UV X-rays

  • rays
  • HE
  • rays
  • VHE

Mrk421

[Hz])

  • log10(

10 15 20 25

Time [MJD]

54900 54950 55000 55050

Radio IR O-UV X-rays

  • rays
  • HE
  • rays
  • VHE

Mrk501

Excellent time and energy coverage for both sources

Abdo et al., 2011, ApJ, 736, 131 Abdo et al., 2011, ApJ, 727, 129

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SLIDE 6

Spectral Energy Distribution of Mrk 421

[Hz]

  • 10

10

12

10

14

10

16

10

18

10

20

10

22

10

24

10

26

10

28

10

]

  • 1

s

  • 2

[erg cm

  • F
  • 14

10

  • 13

10

  • 12

10

  • 11

10

  • 10

10

  • 9

10

MAGIC Fermi Swift/BAT RXTE/PCA Swift/XRT

Swift/UVOT ROVOR NewMexicoSkies MITSuME GRT GASP WIRO OAGH

SMA VLBA_core(BP143) VLBA(BP143) VLBA(BK150) Metsahovi Noto VLBA_core(MOJAVE) VLBA(MOJAVE) OVRO RATAN Medicina Effelsberg

Abdo et al., 2011, ApJ, 736, 131

high-energy bump

  • f the SED well

covered by Fermi- LAT + MAGIC

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SLIDE 7

Spectral Energy Distribution of Mrk 501

[Hz]

  • 10

10

12

10

14

10

16

10

18

10

20

10

22

10

24

10

26

10

28

10

]

  • 1

s

  • 2

[erg cm

  • F
  • 14

10

  • 13

10

  • 12

10

  • 11

10

  • 10

10

  • 9

10

MAGIC VERITAS VERITAS_flare Fermi

Swift/BAT RXTE/PCA Swift/XRT

Swift/UVOT BradfordRoboticTelescope GASP GRT MITSuME ROVOR WIRO OAGH CampoImperatore

SMA VLBA(BP143) VLBA_core(BP143) VLBA_core_ellipsefit(BP143) VLBA(BK150) VLBA_core(BK150) Noto Metsahovi Medicina VLBA(MOJAVE) VLBA_Core(MOJAVE) OVRO RATAN UMRAO Effelsberg

Abdo et al., 2011, ApJ, 727, 129

host galaxy 3-day spectrum

  • f a flare seen by

VERITAS low-state spectrum (flare excluded)

high-energy bump

  • f the SED well

covered by Fermi- LAT + MAGIC + VERITAS

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SLIDE 8

Modelling the Mrk 421 and Mrk 501 SEDs

  • can be well described by standard one-zone synchrotron self-Compton

model with 2 breaks in the electron spectrum

  • model parameters (e.g. Doppler factor, size of emitting blob, magnetic field,

properties of the electron population, ...) are very similar for both objects ➡ common properties of jets and acceleration mechanisms in blazars

10

8

10

11

10

14

10

17

10

20

10

23

10

26

10

29

[Hz] 10

  • 14

10

  • 13

10

  • 12

10

  • 11

10

  • 10

10

  • 9

10

  • 8

F [erg s

  • 1 cm
  • 2]

Mrk 421 SED with SSC model fits

Abdo et al., 2011, ApJ, 736, 131

  • 1010

1010 1012 1012 1014 1014 1016 1016 1018 1018 1020 1020 1022 1022 1024 1024 1026 1026 1028 1014 1014 1013 1013 1012 1012 1011 1011 1010 1010 109

Ν Hz ΝFΝ erg cm 2 s 1

Mrk 501 SED with SSC model fits

host galaxy Abdo et al., 2011, ApJ, 727, 129

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SLIDE 9

P R E L I M I N A R Y

Lightcurves for Mrk 421 − Radio

MJD

54800 54840 54880 54920 54960 55000

Flux [Jy]

Effelsberg 110mm Effelsberg 13mm Effelsberg 20mm Effelsberg 28mm Effelsberg 36mm Effelsberg 60mm Effelsberg 9mm Metsähovi 37GHz Medicina 8GHz Noto 22GHz Noto 8GHz OVRO 15GHz 0.1 0.2 0.3 0.4 0.5 0.6 0.7

  • Radio observations at different

frequencies

  • single-dish instruments
  • flux ~const., no strong variability

Effelsberg Metsähovi Noto OVRO Medicina

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SLIDE 10

P R E L I M I N A R Y

P R E L I M I N A R Y

Lightcurves for Mrk 421 − NIR and Optical

I R V B

MJD

54800 54840 54880 54920 54960 55000

Flux [mJy]

10 15 20 25 30 35 40 45

ROVOR B MITSuME Ic MITSuME Rc MITSuME g GRT B GRT I GRT R GRT V GASP Steward V

MJD 54800 54840 54880 54920 54960 55000 Flux [mJy] 25 30 35 40 45 50

OAGH H OAGH J OAGH K Wiro J Wiro K

  • good coverage of optical-NIR

wavelengths provided by many telescopes around the world

  • flux increases with time
  • significant variability
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SLIDE 11

P R E L I M I N A R Y P R E L I M I N A R Y P R E L I M I N A R Y

Lightcurves for Mrk 421 − UV and X-rays

Swift RXTE

MJD 54800 54840 54880 54920 54960 55000 Flux [mJy] 6 8 10 12 14

UVOT M2 UVOT W1 UVOT W2

  • UV: flux increases

with time, significant variability

  • X-rays: large

variability amplitudes

  • f ~factor 2

Flux [counts/s ]

  • 1

s

  • 2

Flux [ergs cm

0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8

  • 9

10 ×

RXTE/PCA (2 - 10 keV) Swift/XRT (0.3 - 2 keV) Swift/XRT (2 - 10 keV)

0.2 0.4 0.6 0.8 1 1.2 1.4 1.6 1.8 2

RXTE/ASM

MJD

54800 54840 54880 54920 54960 55000 0.0005 0.001 0.0015 0.002 0.0025

Swift/BAT

] ] Flux [counts/s

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SLIDE 12

P R E L I M I N A R Y P R E L I M I N A R Y P R E L I M I N A R Y

Lightcurves for Mrk 421 − γ-rays and VHE

]

  • 1

s

  • 2

Flux [photons cm 0.04 0.06 0.08 0.1 0.12 0.14

  • 9

10 ×

MAGIC

MJD 54800 54840 54880 54920 54960 55000 ]

  • 1

Flux [photons minute 0.2 0.4 0.6 0.8 1 1.2

Whipple

MJD 54800 54840 54880 54920 54960 55000 ]

  • 1

s

  • 2

Flux [photons cm 0.04 0.08 0.12 0.16

  • 6

10 ×

Fermi-LAT

  • γ-rays and VHE: some level of

variability

  • no significant flaring activity

Fermi MAGIC Whipple

E>300MeV, 2 day bins E>300GeV E>400GeV

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SLIDE 13

P R E L I M I N A R Y

Lightcurves for Mrk 501 − Radio

MJD

54900 54940 54980 55020 55060

Flux [Jy]

0.4 0.6 0.8 1 1.2 1.4 1.6 1.8 2 Effelsberg 110mm Effelsberg 13mm Effelsberg 20mm Effelsberg 28mm Effelsberg 36mm Effelsberg 60mm Effelsberg 7mm Effelsberg 9mm Medicina 22GHz Medicina 8GHz Metsähovi 37GHz GASP 14GHz GASP 5GHz GASP 8GHz Noto 43GHz Noto 8GHz SMA 225GHz OVRO

  • Radio observations at

many different frequencies

  • no strong variability

Effelsberg Metsähovi Noto OVRO Medicina

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SLIDE 14

P R E L I M I N A R Y

P R E L I M I N A R Y

Lightcurves for Mrk 501 − NIR and Optical

I R V B

MJD

54900 54940 54980 55020 55060

Flux [mJy]

5 10 15 20 25 30

ROVOR B ROVOR I ROVOR R ROVOR V GASP R GRT B GRT R GRT V MITSuME Ic MITSuME Rc MITSuME g Steward V

MJD 54900 54940 54980 55020 55060 Flux [mJy] 30 35 40 45 50 55 60 65

GASP H GASP J GASP K OAGH H OAGH J OAGH Ks Wiro J Wiro K

  • good coverage of optical-NIR

wavelengths provided by many telescopes around the world

  • flux ~const. with time
  • little variability
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SLIDE 15

P R E L I M I N A R Y P R E L I M I N A R Y P R E L I M I N A R Y

Lightcurves for Mrk 501 − UV and X-rays

Swift RXTE

  • UV and X-rays:

significant variability

MJD 54900 54940 54980 55020 55060 1.4 1.6 1.8 2 2.2 2.4 2.6 2.8

UVOT M2 UVOT W1 UVOT W2

Flux [mJy]

]

  • 1

s

  • 2

Flux [ergs cm 0.02 0.04 0.06 0.08 0.1 0.12 0.14 0.16 0.18 0.2

  • 9

10 × MJD 54900 54940 54980 55020 55060 ] Flux [counts/s 0.1 0.2 0.3 0.4

] Flux [counts/s

  • 0.0002

0.0002 0.0004 0.0006 0.0008 0.001 0.0012

RXTE/PCA (2 - 10 keV) Swift/XRT (0.3 - 2 keV) Swift/XRT (2 - 10 keV) RXTE/ASM Swift/BAT Swift/XRT PC mode (0.3 - 2 keV) Swift/XRT PC mode (2 - 10 keV)

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SLIDE 16

P R E L I M I N A R Y P R E L I M I N A R Y P R E L I M I N A R Y

Lightcurves Mrk 501 − γ-rays and VHE

Large flare in VHE around MJD 54952 (May 1st, 2009). No obvious correlation with other wavelengths.

54900 54940 54980 55020 55060

]

  • 1

s

  • 2

Flux [photons cm 10 20 30 40 50

  • 9

10 × Fermi (15 day bins) Fermi (30 day bins) ]

  • 1

s

  • 2

Flux [photons cm 0.05 0.1 0.15 0.2

  • 9

10 × MAGIC VERITAS

MJD 54900 54940 54980 55020 55060

] Flux [photons/minute 0.5 1 1.5 2

Whipple

MJD

Fermi MAGIC Whipple

E>300MeV E>300GeV E>400GeV

slide-17
SLIDE 17

P R E L I M I N A R Y P R E L I M I N A R Y P R E L I M I N A R Y

Lightcurves Mrk 501 − γ-rays and VHE

Large flare in VHE around MJD 54952 (May 1st, 2009). No obvious correlation with other wavelengths.

Flare

without X-ray counterpart

54900 54940 54980 55020 55060

]

  • 1

s

  • 2

Flux [photons cm 10 20 30 40 50

  • 9

10 × Fermi (15 day bins) Fermi (30 day bins) ]

  • 1

s

  • 2

Flux [photons cm 0.05 0.1 0.15 0.2

  • 9

10 × MAGIC VERITAS

MJD 54900 54940 54980 55020 55060

] Flux [photons/minute 0.5 1 1.5 2

Whipple

MJD

Fermi MAGIC Whipple

E>300MeV E>300GeV E>400GeV

slide-18
SLIDE 18

P R E L I M I N A R Y

Flare

without X-ray counterpart

P R E L I M I N A R Y P R E L I M I N A R Y

Lightcurves Mrk 501 − γ-rays and VHE

  • ptical linear polarisation:
  • steady and then drops by ~15% after flare
  • much larger than in March 2009

EVPA:

  • continuous increase from ~15o to ~30o

in 3 days before flare

  • rotation stops when flare occurs

➡ indicates common origin for optical and

γ-ray emission (e.g., Marscher et al. 2010)

]

  • 1

s

  • 2

Flux [photons cm 0.05 0.1 0.15 0.2

  • 9

10 × MAGIC VERITAS

MJD 54900 54940 54980 55020 55060

] Flux [photons/minute 0.5 1 1.5 2

Whipple

P (%) 1 2 3 4 5 6 54900 54940 54980 55020 55060 ° EVPA( ) 15 20 25 30 35 MJD

Steward Observatory

slide-19
SLIDE 19

P R E L I M I N A R Y

Flare

without X-ray counterpart

P R E L I M I N A R Y P R E L I M I N A R Y

Lightcurves Mrk 501 − γ-rays and VHE

  • ptical linear polarisation:
  • steady and then drops by ~15% after flare
  • much larger than in March 2009

EVPA:

  • continuous increase from ~15o to ~30o

in 3 days before flare

  • rotation stops when flare occurs

➡ indicates common origin for optical and

γ-ray emission (e.g., Marscher et al. 2010)

]

  • 1

s

  • 2

Flux [photons cm 0.05 0.1 0.15 0.2

  • 9

10 × MAGIC VERITAS

MJD 54900 54940 54980 55020 55060

] Flux [photons/minute 0.5 1 1.5 2

Whipple

P (%) 1 2 3 4 5 6 54900 54940 54980 55020 55060 ° EVPA( ) 15 20 25 30 35 MJD

Further details on this flaring event can be found in Pichel & Paneque, Proc. ICRC 2011, arXiv:1110.2549v1

Steward Observatory

slide-20
SLIDE 20

log(frequency [Hz])

10 12 14 16 18 20 22 24 26 28

var

F

0.2 0.4 0.6 0.8 1

Fermi ROVOR NMSkies MITSuME GRT GASP OAGH UVOT Wiro Effelsberg Metsähovi Medicina OVRO Whipple MAGIC PCA ASM BAT XRTa XRTb Steward V

Variability of Mrk 421 and Mrk 501

Largest variability in X-rays

PRELIMINARY

Low but significant variability at all wavelengths

Mrk 421

Fvar =

  • S2− < σ2

err >

< Fγ >2

Fractional variability Fvar (Vaughan et al. 2003)

  • pen circles:

host galaxy subtracted (R band; Nilsson et al. 2007)

slide-21
SLIDE 21

log(frequency [Hz])

10 12 14 16 18 20 22 24 26 28 0.2 0.4 0.6 0.8 1

Fermi (15 day) Fermi (30 day) ROVOR GASP GRT MITSuME OAGH UVOT Wiro Metsähovi GASP SMA OVRO MAGIC PCA ASM BAT XRTa XRTb Steward V VERITAS Whipple Whipple (flare removed) VERITAS (flare removed)

var

F

PRELIMINARY

Largest variability in VHE due to flare in May 2009

Mrk 501

Variability increases with frequency

Variability of Mrk 421 and Mrk 501

  • pen circles:

host galaxy subtracted (R band; Nilsson et al. 2007)

Fermi-LAT: dominated by variability at 30 day timescales

slide-22
SLIDE 22
  • unevenly sampled lightcurves, gaps
  • each lightcurve has a different sampling, different number of data points

What is the error in Fvar introduced by this? How many flux measurements are needed to obtain a reliable Fvar estimate?

Unequally & unevenly sampled lightcurves

slide-23
SLIDE 23
  • unevenly sampled lightcurves, gaps
  • each lightcurve has a different sampling, different number of data points

What is the error in Fvar introduced by this? How many flux measurements are needed to obtain a reliable Fvar estimate?

Unequally & unevenly sampled lightcurves

log(frequency [Hz]) 10 12 14 16 18 20 22 24 26 28

var

F 0.2 0.4 0.6 0.8 1

var

F and its uncertainty calculated using Vaughan et al. 2003 delete-d jackknife estimate and variance, d=sqrt(n) Fermi UVOT Metsähovi OVRO Whipple MAGIC PCA ASM BAT XRTa XRTb

PRELIMINARY

d randomly selected flux measurements removed from each lightcurve without replacement (Jackknife)

Mrk 421

slide-24
SLIDE 24
  • unevenly sampled lightcurves, gaps
  • each lightcurve has a different sampling, different number of data points

What is the error in Fvar introduced by this? How many flux measurements are needed to obtain a reliable Fvar estimate?

Unequally & unevenly sampled lightcurves

log(frequency [Hz]) 10 12 14 16 18 20 22 24 26 28

var

F 0.2 0.4 0.6 0.8 1

var

F and its uncertainty calculated using Vaughan et al. 2003 delete-d jackknife estimate and variance, d=sqrt(n) Fermi UVOT Metsähovi OVRO Whipple MAGIC PCA ASM BAT XRTa XRTb

PRELIMINARY

d randomly selected flux measurements removed from each lightcurve without replacement (Jackknife)

Mrk 421

➡no significant change in the Fvar values

slide-25
SLIDE 25
  • unevenly sampled lightcurves, gaps
  • each lightcurve has a different sampling, different number of data points

What is the error in Fvar introduced by this? How many flux measurement are needed to obtain a reliable Fvar estimate?

PRELIMINARY

d randomly selected flux measurements removed from each lightcurve without replacement (Jackknife)

log(frequency [Hz]) 10 12 14 16 18 20 22 24 26 28 0.2 0.4 0.6 0.8 1

var

F

var

F and its uncertainty calculated using Vaughan et al. 2003 delete-d jackknife estimate and variance, d=sqrt(n) Fermi UVOT Metsähovi OVRO MAGIC PCA ASM BAT XRTa XRTb VERITAS Whipple

Mrk 501

Unequally & unevenly sampled lightcurves

➡no significant change in the Fvar values

slide-26
SLIDE 26

P R E L I M I N A R Y

  • d = 1 ... n-2 flux values removed from each lightcurve
  • Fvar measurements reliable for all but the smallest (n 10) samples

n n-d 0.2 0.4 0.6 0.8 1 Fvar

  • 0.1

0.1 0.2 0.3 0.4 0.5

ASM

n n-d 0.2 0.4 0.6 0.8 1 Fvar 0.1 0.2 0.3 0.4 0.5

PCA

n n-d 0.2 0.4 0.6 0.8 1 Fvar 0.05 0.1 0.15 0.2 0.25 0.3

GASP

n n-d 0.2 0.4 0.6 0.8 1 Fvar 0.2 0.25 0.3 0.35 0.4

UVOT W2

n n-d 0.2 0.4 0.6 0.8 1 Fvar 0.05 0.1 0.15 0.2 0.25 0.3 0.35 0.4 0.45

Whipple

n n-d 0.2 0.4 0.6 0.8 1 Fvar 0.1 0.2 0.3 0.4 0.5 0.6

Metsähovi

  • Mrk 421

Unequally & unevenly sampled lightcurves

slide-27
SLIDE 27

P R E L I M I N A R Y

  • d = 1 ... n-2 flux values removed from each lightcurve
  • Fvar measurements reliable for all but the smallest (n 10) samples
  • ASM

PCA GASP UVOT W2 Whipple Metsähovi

n n-d 0.2 0.4 0.6 0.8 1 Fvar 0.05 0.06 0.07 0.08 0.09 0.1 0.11 0.12 0.13 n n-d 0.2 0.4 0.6 0.8 1 Fvar 0.02 0.04 0.06 0.08 0.1 0.12 0.14 0.16 0.18 n n-d 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 Fvar

  • 0.3
  • 0.2
  • 0.1

0.1 0.2 0.3 0.4 n n-d 0.2 0.4 0.6 0.8 1 Fvar

  • 0.05

0.05 0.1 0.15 0.2 0.25 n n-d 0.2 0.4 0.6 0.8 1 Fvar 0.2 0.4 0.6 0.8 1 1.2 n n-d 0.2 0.4 0.6 0.8 1 Fvar 0.05 0.1

Mrk 501

Unequally & unevenly sampled lightcurves

slide-28
SLIDE 28

P R E L I M I N A R Y P R E L I M I N A R Y

Correlations

Mrk 421: clear correlation between VHE and X-rays

Discrete correlation function (Edelson & Krolik 1988)

Mrk 501: no correlation between VHE and X-rays

Mkn 421 MAGIC – Whipple –200 –100 100 200 –1.0 0.5 –0.0 –0.5 1.0 ∆τ [d] DCF Mkn 421 ASM – PCA –200 –100 100 200 –1.0 0.5 –0.0 –0.5 1.0 ∆τ [d] DCF Mkn 421 MAGIC – PCA –200 –100 100 200 –1.0 0.5 –0.0 –0.5 1.0 ∆τ [d] DCF Mkn 501 Whipple – PCA –200 –100 100 200 –1.0 0.5 –0.0 –0.5 1.0 ∆τ [d] DCF Mkn 501 XRT – PCA –200 –100 100 200 –1.0 0.5 –0.0 –0.5 1.0 ∆τ [d] DCF Mkn 501 VERITAS – Whipple –200 –100 100 200 –1.0 0.5 –0.0 –0.5 1.0 ∆τ [d] DCF

Mrk 501 Mrk 421

slide-29
SLIDE 29

Conclusions & Outlook

  • 2009 MWL campaings on Mrk 421 and Mrk 501
  • preliminary results on variability:
  • both sources in low activity state
  • Mrk 421:
  • Fractional variability Fvar low but significant at all frequencies, largest in

X-rays

  • Mrk 501:
  • flare in VHE in May 2009, accompanied by changes in optical

polarisation and EVPA

  • Mrk 501: Fractional variability Fvar increases with frequency, largest in

VHE due to flare

  • Problem of unevenly and unequally sampled lightcurves: first quick test

shows that Fvar is not significantly affected by sampling, gaps and different number of flux measurements

  • more detailed analysis of the variability and correlation studies (discrete

correlation functions) under way

slide-30
SLIDE 30

SED fitting parameters

Mrk 501: Stawarz’s code

Abdo et al., 2011, ApJ, 727, 129

Mrk 421: Finke’s code

Abdo et al., 2011, ApJ, 736, 131

slide-31
SLIDE 31

log(frequency [Hz]) 10 12 14 16 18 20 22 24 26 28 0.2 0.4 0.6 0.8 1

and its uncertainty calculated using Vaughan et al. 2003

var

F moving block jackknife estimate and variance

var

F

Fermi UVOT Metsähovi OVRO Whipple MAGIC PCA ASM BAT XRTa XRTb

  • removed block of m consecutive flux measurements, m=n1/3
  • somewhat larger errors

PRELIMINARY

Mrk 421

Unequally & unevenly sampled lightcurves

slide-32
SLIDE 32

PRELIMINARY

log(frequency [Hz]) 10 12 14 16 18 20 22 24 26 28 0.2 0.4 0.6 0.8 1

and its uncertainty calculated using Vaughan et al. 2003

var

F moving block jackknife estimate and variance

var

F

Fermi UVOT Metsähovi OVRO MAGIC PCA ASM BAT XRTa XRTb VERITAS Whipple

Mrk 501

Unequally & unevenly sampled lightcurves

  • removed block of m consecutive flux measurements, m=n1/3
  • somewhat larger errors