The Haystack SKA/LOFAR Performance Simulator Feb 13, 2004 Ramesh Bhat MIT/Haystack.
Ramesh Bhat Swinburne University of Technology
description
Transcript of Ramesh Bhat Swinburne University of Technology
![Page 1: Ramesh Bhat Swinburne University of Technology](https://reader036.fdocuments.in/reader036/viewer/2022062500/5681518d550346895dbfc607/html5/thumbnails/1.jpg)
Ramesh BhatRamesh BhatSwinburne University of TechnologySwinburne University of Technology
Pulsars and the Interstellar Medium
![Page 2: Ramesh Bhat Swinburne University of Technology](https://reader036.fdocuments.in/reader036/viewer/2022062500/5681518d550346895dbfc607/html5/thumbnails/2.jpg)
Outline
Some basics - why pulsars? Why at LFs? Observable phenomena and measurable
quantities Distribution of scattering in the Galaxy Electron density power spectrum New phenomena and techniques - e.g.
scintillation arcs, holography New instruments - what do they mean for
ISM+pulsar studies?
![Page 3: Ramesh Bhat Swinburne University of Technology](https://reader036.fdocuments.in/reader036/viewer/2022062500/5681518d550346895dbfc607/html5/thumbnails/3.jpg)
Pulsars make fabulous tools to study the ISM
• pulsed
• polarised
• spatially coherent
• dispersion / smearing
• Faraday rotation
• scattering / scintillation
ne
ne
BII
ISM
• And, they are distributed all over the Galaxy
• Most ISM effects become more pronounced at low radio frequencies; observables show steep dependence with frequency
![Page 4: Ramesh Bhat Swinburne University of Technology](https://reader036.fdocuments.in/reader036/viewer/2022062500/5681518d550346895dbfc607/html5/thumbnails/4.jpg)
ISM: Observable phenomena
Dispersion and smearing of the pulse Faraday rotation Source gets broadened (scattering disk) Pulse gets lengthened (pulse broadening) Intensity variations with time and frequency Flux varies over weeks to months Image wandering, pulse arrival times DM variations, RM variations, etc.
Steep dependence on the observing frequency and DM/distance
![Page 5: Ramesh Bhat Swinburne University of Technology](https://reader036.fdocuments.in/reader036/viewer/2022062500/5681518d550346895dbfc607/html5/thumbnails/5.jpg)
Scintillation basics
Pulsar Dynamic Spectrum
Pulse Broadening
TIME
FR
EQ
UE
NC
Y
“Strong” scattering: rms >> 1 radian
![Page 6: Ramesh Bhat Swinburne University of Technology](https://reader036.fdocuments.in/reader036/viewer/2022062500/5681518d550346895dbfc607/html5/thumbnails/6.jpg)
Electron density spectrum
Structure Function:
Power Spectrum:
Inner scale Outer scale
Most observables measure LOS integral of Cn2,
“Scattering Measure” (SM) = LOS integral of Cn2
Electron density fluctuations in the ISM can be characterized by their structure function or the power spectrum
Log (spatial wavenumber)
Log
(pow
er s
pect
rum
) Outer scale Inner scale
slope:
DISS
RISS
![Page 7: Ramesh Bhat Swinburne University of Technology](https://reader036.fdocuments.in/reader036/viewer/2022062500/5681518d550346895dbfc607/html5/thumbnails/7.jpg)
Refractive scintillation
Density structures at scales much larger than the “Fresnel scale” give rise to refraction and partial focusing/defocusing effects ==> refractive scattering and scintillation
TIME
FR
EQ
UE
NC
Y
![Page 8: Ramesh Bhat Swinburne University of Technology](https://reader036.fdocuments.in/reader036/viewer/2022062500/5681518d550346895dbfc607/html5/thumbnails/8.jpg)
A lot can be learned about ISMfrom pulsar observations
How are dispersive and scattering plasma distributed over the Galaxy?
Distribution and orientation of the Galactic magnetic field Characterize turbulence in the ISM; try and understand the
physics governing it. Structure of the Local ISM: characterize features such as
bubbles, shells, HII regions, etc. Insights into radio wave propagation through plasma media Scintillation arcs - a rich phenomenon and there is a lot to
learn! (e.g. what is causing it? And How?) How important are the ISM effects in precision timing?
![Page 9: Ramesh Bhat Swinburne University of Technology](https://reader036.fdocuments.in/reader036/viewer/2022062500/5681518d550346895dbfc607/html5/thumbnails/9.jpg)
Distribution of electron density
NE2001: thin disk, thick disk, spiral arms, GC, local ISM, clumps, voids, etc. - a major improvement over TC93
However, lots of new measurements since 2001
NE2001: Cordes & Lazio (2002)
![Page 10: Ramesh Bhat Swinburne University of Technology](https://reader036.fdocuments.in/reader036/viewer/2022062500/5681518d550346895dbfc607/html5/thumbnails/10.jpg)
Scattering in the Galaxy
SM DM for a uniform distribution of turbulence (Cn2)
However, much steeper increase at DMs larger than ~100 pc cm-3
Cordes & Lazio (2005)
Bhat et al. (2004)
DM
Pul
se B
road
enin
g (m
s)
![Page 11: Ramesh Bhat Swinburne University of Technology](https://reader036.fdocuments.in/reader036/viewer/2022062500/5681518d550346895dbfc607/html5/thumbnails/11.jpg)
The “composite” Electron density spectrum within ~1 kpc
Kolmogorov spectrum is a good approximation (for at least within 1 kpc of Sun)
However, data cannot distinguish between K^-4 and K^-11/3
Measurements for individual lines of sight - not all agree with alpha = 11/3
Armstrong, Rickett & Spangler (1995)
100 km 1 AU 1 pc
![Page 12: Ramesh Bhat Swinburne University of Technology](https://reader036.fdocuments.in/reader036/viewer/2022062500/5681518d550346895dbfc607/html5/thumbnails/12.jpg)
20 yr DM variations of PSR B1937+21
Phase structure function on scales from ~0.1 to ~100 AU
Slope alpha = 1.66 \pm 0.04, remarkably agreement with Kolmogorov value 5/3
Most observations probe just a part of the spectrum
That said many observations suggest/support discrete structures (drifts, arcs, etc).
Ramachandran et al. (2006)
![Page 13: Ramesh Bhat Swinburne University of Technology](https://reader036.fdocuments.in/reader036/viewer/2022062500/5681518d550346895dbfc607/html5/thumbnails/13.jpg)
Estimation of inner scale
Analysis of large sample yield ~300-800 km as a global value
Pulse shape analysis of PSR J1644-45 suggests ~100-200 km (Rickett 2006)
From early VLBI observations ~50-200 km (Spangler & Gwinn 1990)
Large inner scale suggested from DM variations (e.g. You et al. 2007; Ramachandran et al. 2006) and flux variations of some pulsars
Bhat et al. (2004)
![Page 14: Ramesh Bhat Swinburne University of Technology](https://reader036.fdocuments.in/reader036/viewer/2022062500/5681518d550346895dbfc607/html5/thumbnails/14.jpg)
Estimation of outer scale
• Faraday rotation and depolarization of ~150 radio sources (SGPS data)
• RM structure function analysis - lower amplitudes than expected!
• outer scale ~ 1 pc in spiral arms ; could be much larger in inter arms
Haverkorn et al. (2008)
![Page 15: Ramesh Bhat Swinburne University of Technology](https://reader036.fdocuments.in/reader036/viewer/2022062500/5681518d550346895dbfc607/html5/thumbnails/15.jpg)
The ISM within ~1 kpc of the Solar neighborhood (the “local” ISM)
![Page 16: Ramesh Bhat Swinburne University of Technology](https://reader036.fdocuments.in/reader036/viewer/2022062500/5681518d550346895dbfc607/html5/thumbnails/16.jpg)
Interaction of Local Bubble
and Loop I
Density estimates in good agreement with independent estimates from Sallmen et al. (2008) based on the FUSE data (ne ~ 0.1 cm-3, d~1-2 pc)
Bhat & Gupta (2002)
Loop I
Local Bubble
Local Bubble
Loop I
Egger & Aschenbach (1998)
![Page 17: Ramesh Bhat Swinburne University of Technology](https://reader036.fdocuments.in/reader036/viewer/2022062500/5681518d550346895dbfc607/html5/thumbnails/17.jpg)
Refractive scintillation in ISM: dynamic spectra vary with time
Bhat, Rao & Gupta (1999)
Multiple imaging (fringing) event
PSR B1133+16 Time span = 2 months
![Page 18: Ramesh Bhat Swinburne University of Technology](https://reader036.fdocuments.in/reader036/viewer/2022062500/5681518d550346895dbfc607/html5/thumbnails/18.jpg)
Refractive scintillation in the ISM: Flux variations of pulsars over 5 yrs
Stinebring et al. (2000)
• 21 pulsars at 610 MHz - daily measurements of flux density
• depths of modulations - from 5% to 50% ; distant pulsars are stable
• 16/21 consistent with Kolmogorov; the rest suggests a large inner scale (10^5 km)
![Page 19: Ramesh Bhat Swinburne University of Technology](https://reader036.fdocuments.in/reader036/viewer/2022062500/5681518d550346895dbfc607/html5/thumbnails/19.jpg)
Daily scintillation monitoring of B0329+54
Wang, Yan, Manchester, Wang (2008)
Quasi-continuous observations, sampling the primary (dynamic) spectrum every 90 mins
Tests of quantitative predictions of theories (Romani, Narayan & Blandford 1986)
• Previous work - Stinebring et al. (1996); Bhat et al. (1999) [18 pulsars]
• Bottomline - results from observations are inconclusive!
![Page 20: Ramesh Bhat Swinburne University of Technology](https://reader036.fdocuments.in/reader036/viewer/2022062500/5681518d550346895dbfc607/html5/thumbnails/20.jpg)
The phenomenon of “scintillation arcs”
Primary (dynamic spectrum) Secondary spectrum2D FT
• Discovered by Stinebring, McLaughlin, Cordes, et al. (2001) - in Arecibo data!
• Theoretical treatments - Cordes et al. (2006), Walker et al. (2004)
• Lots of follow up work - Hill et al. (2005); Putney et al. (2005); Stinebring et al. 2005
![Page 21: Ramesh Bhat Swinburne University of Technology](https://reader036.fdocuments.in/reader036/viewer/2022062500/5681518d550346895dbfc607/html5/thumbnails/21.jpg)
“scintillation arcs” - basic picture
Scattering in a “thin” screen and a simple “core + halo” model can explain the basics of scintillation arcs (see Stinebring et al. 2001)
• Must be a point source - physical angular size << scattering disk size
• Kolmogorov turbulence to produce a PSF with core + halo morphology
![Page 22: Ramesh Bhat Swinburne University of Technology](https://reader036.fdocuments.in/reader036/viewer/2022062500/5681518d550346895dbfc607/html5/thumbnails/22.jpg)
Scintillation arcs opening up several new applications
Putney & Stinebring (2007)
Curvature of scintillation arc:
Effective velocity b/w pulsar, observer and the medium (screen):
![Page 23: Ramesh Bhat Swinburne University of Technology](https://reader036.fdocuments.in/reader036/viewer/2022062500/5681518d550346895dbfc607/html5/thumbnails/23.jpg)
Effects of DM changes - a result from Parkes timing array
Monitoring DM changes and applying corrections improve timing precision
You et al. (2007)
DM variations from data at 50 cm, 20 cm and 10 cm (10 and 50 cm simultaneously)
Warning: DM changes can potentially mimic red noise!
![Page 24: Ramesh Bhat Swinburne University of Technology](https://reader036.fdocuments.in/reader036/viewer/2022062500/5681518d550346895dbfc607/html5/thumbnails/24.jpg)
Time variability of scattering delay
Changes in scattering delay are of the order of timing precision
Hemberger & Stinebring (2008)
Scattering delays from monitoring scintillation arcs over months
Important to assess effects on arrival times - a yet another source of low frequency noise!
![Page 25: Ramesh Bhat Swinburne University of Technology](https://reader036.fdocuments.in/reader036/viewer/2022062500/5681518d550346895dbfc607/html5/thumbnails/25.jpg)
New LF arrays will open up a new era in ISM studies
LWA LOFAR
MWA
• Large collecting area = raw sensitivity
• wide fields of view ~ 10 to 50 degree
• multiple tied array beams
• continuous frequency coverage
![Page 26: Ramesh Bhat Swinburne University of Technology](https://reader036.fdocuments.in/reader036/viewer/2022062500/5681518d550346895dbfc607/html5/thumbnails/26.jpg)
Multibeaming is a big advantage for ISM studies
• Most ISM phenomena involve time scales - weeks to months at LOFAR / MWA frequencies
• Monitoring studies most efficient with multiple beams
• 16 for MWA ; ~100 for LOFAR
![Page 27: Ramesh Bhat Swinburne University of Technology](https://reader036.fdocuments.in/reader036/viewer/2022062500/5681518d550346895dbfc607/html5/thumbnails/27.jpg)
LOFAR/MWA surveys will discover lots of new pulsars!
MWA simulated pulsars (Bailes) ~600-800 pulsars (van Leeuwen) ~1000 pulsars with LOFAR (van Leeuwen)
![Page 28: Ramesh Bhat Swinburne University of Technology](https://reader036.fdocuments.in/reader036/viewer/2022062500/5681518d550346895dbfc607/html5/thumbnails/28.jpg)
Scattering measurements - current census
Bhat et al. (2004)
Only 370 measurements so far (out of ~1800 pulsars known)!
![Page 29: Ramesh Bhat Swinburne University of Technology](https://reader036.fdocuments.in/reader036/viewer/2022062500/5681518d550346895dbfc607/html5/thumbnails/29.jpg)
Scattering measurements - current census
Bhat et al. (2004)
Only 370 measurements so far (out of ~1800 pulsars known)!
Departures from current models (NE2001) - on a logarithmic scale
![Page 30: Ramesh Bhat Swinburne University of Technology](https://reader036.fdocuments.in/reader036/viewer/2022062500/5681518d550346895dbfc607/html5/thumbnails/30.jpg)
Scattering at 200 MHz (at b=0)
Contours at 1, 10, 100 and 1000 ms
At ~100 MHz, scattering is 5 ms or larger even for low DMs, high |b|
![Page 31: Ramesh Bhat Swinburne University of Technology](https://reader036.fdocuments.in/reader036/viewer/2022062500/5681518d550346895dbfc607/html5/thumbnails/31.jpg)
Scintillation arcs at low frequencies
Arecibo and GBT observations studied ~20 pulsars
Arc curvature scales as ~ (frequency)2
Scintillation bandwidth ~ (frequency)4
Scintillation time scale ~ (frequncy)1.2
Tied array beams - less sky background Extensive study on a large sample of
pulsars will become possible
![Page 32: Ramesh Bhat Swinburne University of Technology](https://reader036.fdocuments.in/reader036/viewer/2022062500/5681518d550346895dbfc607/html5/thumbnails/32.jpg)
RMs and Mapping out the (local) Galactic magnetic field
Faraday rotation scales as lambda^2 Even very small RMs will be measurable at
LOFAR / MWA - ionospheric contribution important for small RMs
e.g. at 100 MHz, RM = 50, 180 degree over 0.35 MHz
Currently only 1/3rd of known pulsars have RMs measured (Noustos et al. 2008)
Lots of new (local) pulsars (+ transients!)
![Page 33: Ramesh Bhat Swinburne University of Technology](https://reader036.fdocuments.in/reader036/viewer/2022062500/5681518d550346895dbfc607/html5/thumbnails/33.jpg)
Pulsar+ISM science at LFs: summary and some questions
Pulsars continue to be wonderful tools to study ISM; great prospects at LFs given steep dependence of obs phenomena
Mapping out electron density, scattering, the B field in much greater detail - global models (pulsars + transients)
Density spectrum - not all measurements consistent with the canonical form, however important for interpretations
![Page 34: Ramesh Bhat Swinburne University of Technology](https://reader036.fdocuments.in/reader036/viewer/2022062500/5681518d550346895dbfc607/html5/thumbnails/34.jpg)
Pulsar+ISM science at LFs: summary and some questions
Models for refractive scattering, scattering due to discrete, dense structures?
Scintillation arcs and related puzzles - the phenomenon itself, astrophysical structures causing them?
How important are ISM effects in precision timing? How can the LF instruments help?
Can we remove scattering? Coherent de-scattering? Reconstruction techniques?