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Status of pulsar simulation for DC 2 Gamma-ray Large Area Space Telescope Massimiliano Razzano Nicola Omodei GLAST DC II Software Workshop (Goddard Space Flight Center, June 27 th -29 th 2005)
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ray pulsar simulation for GLAST PulsarSpectrum is a simulator developed in Pisa used for simulating gamma ray emission from pulsars Key features: It can reproduce spectra and lightcurves of known ray pulsars; Flexible architecture to facilitate creation of pulsar sources; Advanced simulation of timing effects due to period changes and motion of GLAST and Earth in Solar System; Full phenomenological model now implemented; Pulsar parameters easy to implement; Capability of simulation of pulsar catalogs; Fully compatible with GLAST-LAT standard software environment (Gleam, observationsSim);
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An overview of PulsarSpectrum Pulsar model Simulator Engine Model parameters (phenomenological, physical) ( XML File ) Pulsar Data (Flux,Period,…) (Ascii file) StandaloneLAT software framework (ObsSim,Gleam) 2Dim ROOT histo
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The phenomenological model (I) lightcurve Different alternatives for lightcurves: Random curves (2 Lorentz peaks); From existing TimeProfiles (useful for simulating known pulsars); For diagnostic purposes is possible to generate a -Dirac shaped profile; An output TimeProfile Data file is created !
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The phenomenological model (II) spectrum Example for Vela-like PSR F(E>100) ~9*10 -6 ph/cm2/s, E n =1GeV,E 0 =8GeV; g=1.62,b=1.7; We choose this analytical spectral shape: (Nel and De Jager,1995): Description of the high energy cutoff; Parameters are obtained from fit on the known ray pulsars (ref. N,DJ95, and DJ 2003); Flux normalisation based on 3 rd EGRET catalog (ph/cm 2 /s, E>100MeV); By changing values of the parameters we can simulate different pulsars;
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We combine lightcurve and spectrum: TH2D ROOT histogram Now multiplication, but more complicated combination laws are not so difficult to achieve; The phenomenological model (III) the final product According to the flux the photons are then extracted and the time arrivals of photons are de-corrected LightcurveSpectrum
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The extraction of the photons: the SpectObj package SpectObj transforms N (ph/keV/s/m2) into ph N N *A det * t* E Compute also the cumulative function of Nv values in the choosen spectral range P(t k ) = N (t k,E k ) Next photon is at t N when P(t N ) = 1 T1T1 T2T2 T3T3
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Period derivatives Phase assignment in analysis: # of rotations: Integrating and taking the fractional part: The N v is computed is a system where period is constant We should switch between the “reference systems” S (P dot is = 0, period constant) S ~ (P dot is not 0, period not constant, e.g. the real world)
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Barycentric decorretions The first step in data analysis is to transform the photon arrival time at the spacecraft (expressed in MET) to the Solar System Barycenter (expressed in TDB): The simulator must de-correct for these effects: At present 3 main effects are taken into account: Conversion TT TDB; Geometric corrections due to lighttravel time from GLAST to Solar System Barycenter Relativistic delay due to gravitaional field of Sun (Shapiro delay)
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Simulating pulsar catalogs PulsarSpectrum is also been tested for simulation of many pulsar in the sky. This features allow the possibility to simulate entire pulsar catalog. For each pulsar a log file is produced in order to keep track of the simulated pulsars Up to now: simulated catalog of EGRET pulsars Tests with catalog provided by A.Harding with more than 1k pulsars A tools for managing catalogs (population plots, creation of xml files, etc.) is under development 1-day catalog simulation
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Pulsar database For each pulsar simulated in DC2 there must be a correspondant entry in the pulsar database (D4) PulsarSpectrum next implemented features (under tests) are devoted to interfacing with database: Multiple entries (that allows the possibility to insert different ephemerides for different periods as in observations) Output txt file that can be converted with gtpulsardb in a FITS file compatible with SAE standard. PulsarDataListXML file PulsarSpectrum ASCII ephem file gtpulsardb Ephemerides fits file
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PulsarSpectrum and Science Tools Thanks to the simulation of timing effects, like barycentric decorrections) PulsarSpectrum is useful for testing Pulsar Analysis Tools in the SAE (glbary, pulsePhase, gtpulsarDb, stpsearch) Simulations and ScienceTools report in Science Tools 1 st Checkout (Oct,12-Oct 29 2004) and 2 nd Checkout (Mar,21-Apr,8) 1-day simulation of EGRET pulsar + diffuse emission Testing the SAE Pulsar Analysis Tools
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Some screenshots from Checkout 2 1-week of Crab 1-week of 1706-44 (artificial lightcurve ) 1-week of Vela
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Summary for DC2 What to simulatePriorityRemark PulsarSpectrum simulations Light travel time between the spacecraft and the solar system barycenter Must have in DC2 Those effects must be taken into account in pulsar simulations to match the barycentric correction tool to be used in DC2. See also note on barycentric "de-correction" in pulsar simulation below.note on barycentric "de-correction" in pulsar simulation Implemented and tested Difference between TDT and TDBMust have in DC2Implemented and tested Shapiro delay in the solar systemMust have in DC2Implemented and tested Pulsars for periodicity tests with known ephemerides Must have in DC2 To simulate studies of known radio pulsars Ok, also with catalogs Pulsars for blind periodicity searches Good to have in DC2 To simulate blind searches for Geminga-like pulsars using A4 Ok, also with catalogs Variety of pulse profiles Good to have in DC2 Duplicate the light curves of the EGRET pulsars? Implemented random and user-defined (e.g. EGRET pulsars) Realistic energy spectra Good to have in DC2 Such as spectral cutoffs, etc. Parameterized power law with cutoff Pulse phase dependent energy spectra Nice to have sometime Power-law index and/or cut-off energy changes with pulse phase? To be implemented Binary pulsars Nice to have sometime Related effects include: light travel time in a binary system, gravitational time dilation in a binary system, and Shapiro delay in a binary system. To be implemented Glitches and timing noise Nice to have sometime Similar to the Vela and the Crab pulsars? Multiple ephemerides implemented and under tests. From http://glast.gsfc.nasa.gov/ssc/dev/psr_tools/testplanDC2.html
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Summary on Pisa activities on pulsars Status of work Full simulation code implemented and tested; Phenomenological model included; Simulation of period change with time; Effects of GLAST and Earth motion and of gravitational field of Sun on timing (barycentric de- corrections) Simulation of EGRET pulsars; Use of PulsarSpectrum for testing the LAT Analysis Tools for pulsars; Participation to Science Tools Checkouts. Up to now 1 st and 2 nd Checkout; Development of visualization and analysis tool (not included is the Analysis Tool suite); Work on simulating catalogs of pulsars in preparation for DC2 Work in progress and plans for future… Inclusion of more realistic timing effects (timing noise, glitches,etc.); Development of simulation of binary pulsar systems; Work with LAT Pulsar Science Group for studying GLAST performances on pulsar science; Study of analysis techniques for pulsar blind searches; Work on the development to fit optimally the requirements for DC2 (start January 2006); Provide output ephemerides database of the simulated pulsars to the DC2 users;
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On going Pisa activities (Pulsars) Pulsar simulations: Refine the model; Optimize algorithms (simulating pulsars requires lot of time to simulate all timing effects); Adding more realistic timing effects (multiple ephemerides, timing noise, etc…); Use EGRET data to simulate known gamma ray pulsars; Pulsar Data Analysis: Test Pulsar Analysis Tools for crosscheck the simulation analysis chain; Interface with Science Tools group to know simulation requirements and refine the model; Partecipation to Science Tools Checkout as reviewers for the pulsar tools; Development of visualisation and analysis tools ( e.g. spectral) as for GRBs. LAT Pulsar Science: Partecipation to the PSR/PWN/SNR Science Group; Plan to work for pre-lauch papers on: LAT performances on the observation of pulsars; Expected LAT sensitivity for different pulsars emission scenarios; Pulsars in DC2: Development of PulsarSpectrum in order to fit the simulation requirements for DC2 (now this simulator is considered as basis for the pulsars simulation in DC2) Test of simulation of an extended catalog of fake pulsars; Include realistic observation conditions (multiple ephemerides, pulsar database); Provide the ephemerides database of the simulates pulsars to the DC2 users;
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