Bkg modeling for hot medium z Clusters Bkg modeling for hot medium z Clusters Alberto Leccardi Silvano Molendi.

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Presentation transcript:

Bkg modeling for hot medium z Clusters Bkg modeling for hot medium z Clusters Alberto Leccardi Silvano Molendi

Focus Focus Bkg treatment for: Low SB Extended emission NOT filling FOV Hard Band 1.5, keV

The Bkg components The Bkg components 2 Components dominate 1)NXB from high E particles 2) Soft Protons CXB plays a minor (negligible) role in hard band

Some Considerations Some Considerations Double Subtraction not particularly usefull SP spectrum variable in time, vignetted (possibly with time dependent vignetting) very difficult to calibrateSP spectrum variable in time, vignetted (possibly with time dependent vignetting) very difficult to calibrate Best option is to remove it to the best of our abilityBest option is to remove it to the best of our ability High E NXB spectrum does not vary with intensity (De Luca & Molendi 2004) can be accounted for through simple renorm.High E NXB spectrum does not vary with intensity (De Luca & Molendi 2004) can be accounted for through simple renorm.

The Recipe The Recipe 1.Cut data with fixed thrs. (better than sigma clipping or growth curve) Allows a homogenous treatment for different sources and for background data 2.Apply In/Out Diagnostic (De Luca & Molendi 2004) to MOS and pn (new!) 3.Remove observation significantly (more than 20% of total bkg contributed by soft protons) contaminated by “quasi quiscent” soft proton component that cannot be cleaned through data thrs.

In/Out In/Out MOS2

Pn

No difference in distribution of eFF (blue) and FF (black) points Pn Out of FOV contaminated from SP because of OOT events, however data has been thresholded, SP contamination outside FOV should be very modest.

The Recipe The Recipe Produce bkg compilation with exp time > 600 ks.Produce bkg compilation with exp time > 600 ks. Bkg Expo Time has to be times longer than typical source observationBkg Expo Time has to be times longer than typical source observation Statistical error in bkg subtraction is almost all due to source statisticsStatistical error in bkg subtraction is almost all due to source statistics Bkg observations processed in the same way as the source observation. Bkg observations processed in the same way as the source observation.

The Recipe The Recipe MOS1 image of A1689 Renormalize Bkg spectrum to source spectrum using outer ring (not contaminted by source emission) in the 4-10 keV band.

The Recipe The Recipe The use of a band as similar as possible to the one used for spectral fitting reduces the systematic error in T measurement associated to the difference in spectral shape of the bkg in the source and background observation.

The Recipe The Recipe The tacit assumption in the renorm procedure is that the bkg in the sou and bkg observation have the same spectral shape, this is true to the best of our knowledge for the high E NXB, it is not for the SP background. Differences in the small but still not negligible SP contribution to the background in the sou and bkg observations may lead to slightly different bkg spectral shapes. The impact on the T measure is minimized by performing the norm in a band as similar as possible to the one used for spectral fitting.

The Effect of SP contamination on MOS and Pn The Effect of SP contamination on MOS and Pn ΔT/T variation of best fit T with respect to that found when using standard thrs vs ΔQ/Q relative variation of Q (norm factor) with respect to that found when using standard thrs Raise the SP threshold to allow more SP in the source observation and see what happens to T measures

The Effect of SP contamination on MOS The Effect of SP contamination on MOS

The Effect of SP contamination on Pn The Effect of SP contamination on Pn

MOS vs Pn MOS vs Pn 1.In MOS the SP spectrum is typically harder than the NXB high E spectrum, a simple renormalization when the sou obs is badly contaminated by SP will lead to a systematically higher T. 2.In Pn the SP spectrum is very similar in shape to the NXB high E spectrum, renorm when spectrum is badly contaminated by SP will lead to errors in T of the order of 5-10%, with higher or lower T found depending on the specific SP spectrum.

Spectral fitting Spectral fitting Since we are interested in T> 4 keV spectral fitting is done in a hard band we have tried keV and 2-10 keV

How far down do we go? How far down do we go? With this technique we get reliable T estmates for sou/bkg down to 20% in some cases 15%.

Comparison with Snowden Comparison with Snowden