diff --git a/cscripts/csphasecrv.par b/cscripts/csphasecrv.par new file mode 100644 index 0000000..7e08f68 --- /dev/null +++ b/cscripts/csphasecrv.par @@ -0,0 +1,54 @@ +############################################################################# +# # +# CTA Science Analysis Tools # +# # +# ------------------------------------------------------------------------- # +# # +# File: csphasecrv.par # +# # +# Author: Rolf Buehler # +# rolf.buehler@desy.de # +# DESY # +# # +# Purpose: Parameter file for the csphasecrv script # +# # +############################################################################# +# +# Input and output parameters +#============================ +inobs, f, a, phased_events.fits,,, "Input event list or observation definition XML file" +inmodel, f, a, $CTOOLS/share/models/crab.xml,,, "Input model definition XML file" +srcname, s, a, Crab,,, "Source name" +caldb, s, a, prod2,,, "Calibration database" +irf, s, a, South_0.5h,,, "Instrument response function" +edisp, b, h, no,,, "Apply energy dispersion?" +outfile, f, a, phasecrv.fits,,, "Output fits file name." + +# +# Script parameters +#================== +tbinalg, s, a, LIN,LIN|FILE,, "Algorithm for defining time bins" +phbins, i, a, 5,1,10000, "Number of phase bins" +phbinfile, f, a, NONE,,, "File defining the phase binning" +emin, r, a, 0.1,,, "Lower energy limit of events (TeV)" +emax, r, a, 100.0,,, "Upper energy limit of events (TeV)" +enumbins, i, a, 0,0,100, "Number of energy bins for binned (0=unbinned)" +coordsys, s, a, CEL,CEL|GAL,, "Coordinate System" +proj, s, a, CAR,AIT|AZP|CAR|MER|MOL|STG|TAN,, "Projection method" +xref, r, a, 83.63,0,360, "First coordinate of image center in degrees (RA or galactic l)" +yref, r, a, 22.01,-90,90, "Second coordinate of image center in degrees (DEC or galactic b)" +nxpix, i, a, 200,,, "Size of the X axis in pixels" +nypix, i, a, 200,,, "Size of the Y axis in pixels" +binsz, r, a, 0.02,,, "Pixel size (deg/pixel)" + +# +# Standard parameters +#==================== +chatter, i, h, 2,0,4, "Chattiness of output" +clobber, b, h, yes,,, "Overwrite existing output files with new output files?" +debug, b, h, no,,, "Debugging mode activated" +mode, s, h, ql,,, "Mode of automatic parameters" +logfile, f, h, csphasecrv.log,,, "Log filename" + + + diff --git a/cscripts/csphasecrv.py b/cscripts/csphasecrv.py new file mode 100755 index 0000000..fa3d769 --- /dev/null +++ b/cscripts/csphasecrv.py @@ -0,0 +1,527 @@ +#! /usr/bin/env python +# ========================================================================== +# Generates pulsar spectra as a function of phase +# +# Copyright (C) 2014-2017 Rolf Buehler +# +# This program is free software: you can redistribute it and/or modify +# it under the terms of the GNU General Public License as published by +# the Free Software Foundation, either version 3 of the License, or +# (at your option) any later version. +# +# This program is distributed in the hope that it will be useful, +# but WITHOUT ANY WARRANTY; without even the implied warranty of +# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +# GNU General Public License for more details. +# +# You should have received a copy of the GNU General Public License +# along with this program. If not, see . +# +# ========================================================================== +import sys +import gammalib +import ctools +from cscripts import obsutils + + +# ================ # +# csphasecrv class # +# ================ # +class csphasecrv(ctools.cscript): + """ + Generates a spectra in phase bins + + This script computes spectra by performing a maximum likelihood fit + using :doc:`ctlike` in a series of phase bins for pulsars. + The phase bins can be either specified in an ASCII file, as an interval + divided into equally sized phase bins. + + Examples: + >>> phrv = csphasecrv() + >>> phrv.run() + >>> ... (querying for parameters) ... + >>> phrv = phrv.phasecrv() + Generates phase fits and retrieves dictionary with best fit models. + + >>> lcrv = csphasecrv(obs) + >>> lcrv.execute() + >>> ... (querying for parameters) ... + Generates phase fits from the observations + and saves results in XML files. + """ + + # Constructor + def __init__(self, *argv): + """ + Constructor + """ + # Set name + self._name = 'csphasecrv' + self._version = '1.0.0' + + # Initialise some members + self._srcname = '' + # Phases are stored in a nested list [[ph1min,ph1max], [ph2min,ph2max],..] + self._phbins = [[0.0,1.0]] + self._stacked = False + + # Initialise observation container from constructor arguments. + self._obs, argv = self._set_input_obs(argv) + + # Initialise script by calling the appropriate class constructor. + self._init_cscript(argv) + + # Return + return + + # Private methods + def _get_parameters(self): + """ + Get parameters from parfile + """ + # Setup observations (require response and allow event list, don't + # allow counts cube) + self._setup_observations(self._obs, True, True, False) + + # Set models if there are none in the container + if self._obs.models().size() == 0: + self._obs.models(self['inmodel'].filename()) + + # Get source name + self._srcname = self['srcname'].string() + + # Get time boundaries + self._phbins = self._create_tbounds() + + # Set stacked analysis flag to True if the requested number of + # energy bins is positive. Otherwise an unbinned analysis will + # be done and the stacked analysis flag will be set to False. + if self['enumbins'].integer() > 0: + self._stacked = True + else: + self._stacked = False + + # Make sure that remaining user parameters are queried now. We + # do not store the actual parameter values as we do not want + # too many instance attributes with enhances the maintenance + # costs. + self['emin'].real() + self['emax'].real() + if self._stacked: + self['coordsys'].string() + self['proj'].string() + self['xref'].real() + self['yref'].real() + self['nxpix'].integer() + self['nypix'].integer() + self['binsz'].real() + + # Do the same for the hidden parameters, just in case + self['edisp'].boolean() + + # Read ahead output parameters + if self._read_ahead(): + self['outfile'].filename() + + # Write input parameters into logger + self._log_parameters(gammalib.TERSE) + + # Return + return + + def _create_tbounds(self): + """ + Creates phase bins + + Returns + ------- + phbins : `[]` + List of phase bins + """ + # Initialise Good Time Intervals + phbins = [] + + # Get algorithm to use for defining the time intervals. Possible + # values are "FILE" or "LIN". This is enforced at + # parameter file level, hence no checking is needed. + algorithm = self['tbinalg'].string() + + # If the algorithm is "FILE" then handle a FITS or an ASCII file for + # the time bin definition + if algorithm == 'FILE': + + # Get the filename + filename = self['phbinfile'].filename() + + # Load ASCII file as CSV file and construct + # the GTIs from the rows of the CSV file. It is expected that the + # CSV file has two columns containing the "START" and "STOP" + # values of the phase bins. No header row is expected. + csv = gammalib.GCsv(filename) + for i in range(csv.nrows()): + phmin = csv.real(i,0) + phmax = csv.real(i,1) + phbins.append([phmin,phmax]) + + # If the algorithm is "LIN" then use a linear time binning, defined by + # the "phbins" user parameters + elif algorithm == 'LIN': + + # Get start and stop time and number of time bins + nbins = self['phbins'].integer() + + # Compute time step and setup the GTIs + ph_step = 1.0 / float(nbins) + for i in range(nbins): + phmin = i *ph_step + phmax = (i+1)*ph_step + phbins.append([phmin,phmax]) + + # Return Good Time Intervals + return phbins + + def _bin_observation(self, obs): + """ + Bin an observation if a binned analysis was requested + + Parameters + ---------- + obs : `~gammalib.GObservations` + Observation container + + Returns + ------- + obs : `~gammalib.GObservations` + Observation container where the first observation is a binned observation + """ + # Header + if self._logExplicit(): + self._log.header3('Binning events') + + # Bin events + cntcube = ctools.ctbin(obs) + cntcube['usepnt'] = False + cntcube['ebinalg'] = 'LOG' + cntcube['xref'] = self['xref'].real() + cntcube['yref'] = self['yref'].real() + cntcube['binsz'] = self['binsz'].real() + cntcube['nxpix'] = self['nxpix'].integer() + cntcube['nypix'] = self['nypix'].integer() + cntcube['enumbins'] = self['enumbins'].integer() + cntcube['emin'] = self['emin'].real() + cntcube['emax'] = self['emax'].real() + cntcube['coordsys'] = self['coordsys'].string() + cntcube['proj'] = self['proj'].string() + cntcube.run() + + # Header + if self._logExplicit(): + self._log.header3('Creating stacked response') + + # Get stacked response + response = obsutils.get_stacked_response(obs, + self['xref'].real(), + self['yref'].real(), + binsz=self['binsz'].real(), + nxpix=self['nxpix'].integer(), + nypix=self['nypix'].integer(), + emin=self['emin'].real(), + emax=self['emax'].real(), + enumbins=self['enumbins'].integer(), + edisp=self['edisp'].boolean(), + coordsys=self['coordsys'].string(), + proj=self['proj'].string()) + + # Retrieve a new oberservation container + new_obs = cntcube.obs().copy() + + # Set stacked response + if self['edisp'].boolean(): + new_obs[0].response(response['expcube'], response['psfcube'], + response['edispcube'], response['bkgcube']) + else: + new_obs[0].response(response['expcube'], response['psfcube'], + response['bkgcube']) + + # Get new models + models = response['models'] + + # Set models for new oberservation container + new_obs.models(models) + + # Return new oberservation container + return new_obs + + + # Public methods + def run(self): + """ + Run the script + """ + # Switch screen logging on in debug mode + if self._logDebug(): + self._log.cout(True) + + # Get parameters + self._get_parameters() + + # Write observation into logger + if self._logTerse(): + self._log('\n') + self._log.header1(gammalib.number('Input observation',len(self._obs))) + self._log(str(self._obs)) + self._log('\n') + + #Store and clear observations to split them in phase + orig_obs = self._obs.copy() + #self._obs.clear() + + #Dictionary to save phase fitted models + self._fitmodels = {} + + #Loop over all phases + for phbin in self._phbins: + + # Select events + select = ctools.ctselect(orig_obs) + select['emin'] = self['emin'].real() + select['emax'] = self['emax'].real() + select['tmin'] = 'UNDEFINED' + select['tmax'] = 'UNDEFINED' + select['rad'] = 'UNDEFINED' + select['ra'] = 'UNDEFINED' + select['dec'] = 'UNDEFINED' + select['expr'] = "PHASE>"+str(phbin[0])+" && PHASE<"+str(phbin[1]) + select.run() + + #Add phase to observation id + for i in range(0,select.obs().size()): + oldid = select.obs()[i].id() + select.obs()[i].id(oldid+"_"+str(phbin[0])+"-"+str(phbin[1])) + obs = select.obs() + + # If a stacked analysis is requested then bin the events + # and compute the stacked response functions and setup + # an observation container with a single stacked observation. + if self._stacked: + obs = self._bin_observation(select.obs()) + + # Header + if self._logExplicit(): + self._log.header3('Fitting the data') + + # Do maximum likelihood model fitting + like = ctools.ctlike(obs) + like['edisp'] = self['edisp'].boolean() + like.run() + + # Renormalize models to phase selection + # TODO move the scaling from the temporal to the spectral component + for model in like.obs().models(): + scaled_norm = model["Normalization"].value()/(phbin[1] - phbin[0]) + model["Normalization"].value(scaled_norm) + + #Store fit model + self._fitmodels[str(phbin[0])+"-"+str(phbin[1])] = like.obs().models().copy() + + ## Store observations + #for ob in select.obs(): + #self._obs.append(ob.copy()) + + # Return + return + + def execute(self): + """ + Execute the script + """ + # Open logfile + self.logFileOpen() + + # Read ahead output parameters + self._read_ahead(True) + + # Run the script + self.run() + + # Save fitted models + self.save() + + # Return + return + + def saveXML(self): + """ + Save phase fits into one XML model each + """ + # Write header + self._log_header1(gammalib.TERSE, 'Save phase XML') + + # Get out filename + outfile = str() + + # Save XMLs + for phbin in self._phbins: + phname = str(phbin[0])+"-"+str(phbin[1]) + outname = self['outfile'].filename() + outname_ph = (outname.file()).replace(".fits","_ph_"+phname+".xml") + outfile = outname.path()+outname_ph + print outfile + self._fitmodels[phname].save(outfile) + + # Return + return + + def save(self): + """ + Saves results to fits and XML + """ + print "SAVING" + self.savefits() + self.saveXML() + + # Return + return + + def phaserv(self): + """ + Return dictionary with best fit models + """ + # Return + return self._fitmodels + + def _get_free_par_names(self): + """ + Return list of free parameter names + + Returns + ------- + names : list of str + List of free parameter names. + """ + # Initialise empty list of free parameter names + names = [] + + # Collect list of free parameter names + for par in self._obs.models()[self._srcname]: + if par.is_free(): + names.append(par.name()) + + # Return names + return names + + def savefits(self): + """ + Saved phase fit results to a fits file + """ + # Initialise list of result dictionaries + results = [] + + # Get source parameters + pars = self._get_free_par_names() + + # Loop over time bins + for i in range(len(self._phbins)): + + # Get time boundaries + phmin = self._phbins[i][0] + phmax = self._phbins[i][1] + + # Write time bin into header + if self._logTerse(): + self._log.header2('PHASE '+str(phmin)+'-'+str(phmax)) + + # Initialise result dictionary + result = {'phmin': phmin, + 'phmax': phmax, + 'pars': pars, + 'values': {}} + # Extract parameter values + + #Store fit results + phname = str(phmin)+"-"+str(phmax) + source = self._fitmodels[phname][self._srcname] + for par in pars: + result['values'][par] = source[par].value() + result['values']['e_'+par] = source[par].error() + + # Append result to list of dictionaries + results.append(result) + + # Create FITS table from results + table = self._create_fits_table(results) + + # Create FITS file and append FITS table to FITS file + self._fits = gammalib.GFits() + self._fits.append(table) + + # Save to fits + outfile = self['outfile'].filename() + print outfile + self._fits.saveto(outfile, self._clobber()) + + #Return + return + + def _create_fits_table(self, results): + """ + Creates FITS binary table containing light curve results + + Parameters + ---------- + results : list of dict + List of result dictionaries + + Returns + ------- + table : `~gammalib.GFitsBinTable` + FITS binary table containing light curve + """ + # Determine number of rows in FITS table + nrows = len(results) + + # Create FITS Table with extension "LIGHTCURVE" + table = gammalib.GFitsBinTable(nrows) + table.extname('PHASESPEC') + + # Append time columns "MJD" and "e_MJD" + phmin = gammalib.GFitsTableDoubleCol('PHMIN', nrows) + phmax = gammalib.GFitsTableDoubleCol('PHMAX', nrows) + #mjd.unit('days') + #e_mjd.unit('days') + for i, result in enumerate(results): + phmin[i] = result['phmin'] + phmax[i] = result['phmax'] + table.append(phmin) + table.append(phmax) + + # Create parameter columns + for par in self._obs.models()[self._srcname]: + if par.is_free(): + name = par.name() + e_name = 'e_'+par.name() + col = gammalib.GFitsTableDoubleCol(name, nrows) + e_col = gammalib.GFitsTableDoubleCol(e_name, nrows) + col.unit(par.unit()) + e_col.unit(par.unit()) + for i, result in enumerate(results): + col[i] = result['values'][name] + e_col[i] = result['values'][e_name] + table.append(col) + table.append(e_col) + + # Return table + return table + + + +# ======================== # +# Main routine entry point # +# ======================== # +if __name__ == '__main__': + + # Create instance of application + app = csphasecrv(sys.argv) + + # Execute application + app.execute() diff --git a/doc/source/users/reference_manual/csphasecrv.rst b/doc/source/users/reference_manual/csphasecrv.rst new file mode 100644 index 0000000..ae1e624 --- /dev/null +++ b/doc/source/users/reference_manual/csphasecrv.rst @@ -0,0 +1,115 @@ +.. _csphasecrv: + +csphasecrv +========== + +Computes phase dependent spectra for a given source. + + +Synopsis +-------- + +This script computes spectra by performing a maximum likelihood fit +using :doc:`ctlike` in a series of phase bins for pulsars. +The phase bins can be either specified in an ASCII file, as an interval +divided into equally sized time bins. +The format of the ASCII file is one row per time bin, each specifying the +start of stop value of the phase bin, separated by a whitespace. The phase +goes from 0.0 to 1.0 . + + +General parameters +------------------ + +``inobs [file]`` + Input event list or observation definition XML file. + +``inmodel [file]`` + Input model XML file. + +``srcname [string]`` + Name of the periodic source in the source model XML file + +``caldb [string]`` + Calibration database. + +``irf [string]`` + Instrumental response function. + +``(edisp = no) [boolean]`` + Applies energy dispersion to response computation. + +``outfile [file]`` + Name of the XML output file. The phase intervall will be automatically appended to the name. + +``(tbinalg = LIN) [string]`` + Algorithm for defining time bins. + +``phbins [integer]`` + Number of phase bins. + +``phbinfile [file]`` + File defining the phase binning. + +``emin [real]`` + Lower energy limit of events (in TeV). + +``emax [real]`` + Upper energy limit of events (in TeV). + +``enumbins [integer]`` + Number of energy bins per phase bin (0=unbinned). + +``coordsys [string]`` + Coordinate system (CEL - celestial, GAL - galactic). + +``proj [string]`` + Projection method. + +``xref [real]`` + Right Ascension / Galactic longitude of image centre (J2000, in degrees). + +``yref [real]`` + Declination / Galactic latitude of image centre (J2000, in degrees). + +``nxpix [integer]`` + Size of the Right Ascension / Galactic longitude axis (in pixels). + +``nypix [integer]`` + Size of the Declination / Galactic latitude axis (in pixels). + +``binsz [real]`` + Pixel size (in degrees/pixel). + +Standard parameters +------------------- + +``(chatter = 2) [integer]`` + Verbosity of the executable: + chatter = 0: no information will be logged + + chatter = 1: only errors will be logged + + chatter = 2: errors and actions will be logged + + chatter = 3: report about the task execution + + chatter = 4: detailed report about the task execution + +``(clobber = yes) [boolean]`` + Specifies whether an existing light curve output file should be overwritten. + +``(debug = no) [boolean]`` + Enables debug mode. In debug mode the executable will dump any log file output to the console. + +``(mode = ql) [string]`` + Mode of automatic parameters (default is "ql", i.e. "query and learn"). + +``(logfile = csphasecrv.log) [filename]`` + Log filename. + + +Related tools or scripts +------------------------ + +:doc:`ctlike` diff --git a/test/data/phased_events.fits b/test/data/phased_events.fits new file mode 100644 index 0000000..1c2b9d4 --- /dev/null +++ b/test/data/phased_events.fits @@ -0,0 +1,577 @@ +SIMPLE = T / file does conform to FITS standard BITPIX = 8 / number of bits per data pixel NAXIS = 0 / number of data axes EXTEND = T / FITS dataset may contain extensions COMMENT FITS (Flexible Image Transport System) format is defined in 'AstronomyCOMMENT and Astrophysics', volume 376, page 359; bibcode: 2001A&A...376..359H COMMENT FITS (Flexible Image Transport System) format is defined in 'AstronomyCOMMENT and Astrophysics', volume 376, page 359; bibcode: 2001A&A...376..359H END XTENSION= 'BINTABLE' / binary table extension BITPIX = 8 / 8-bit bytes NAXIS = 2 / 2-dimensional binary table NAXIS1 = 36 / width of table in bytes NAXIS2 = 3813 / number of rows in table PCOUNT = 0 / size of special data area GCOUNT = 1 / one data group (required keyword) TFIELDS = 8 / number of fields in each row TTYPE1 = 'EVENT_ID' / label for field 1 TFORM1 = '1J ' / data format of field: 4-byte INTEGER TZERO1 = 2147483648 / offset for unsigned integers TSCAL1 = 1 / data are not scaled TTYPE2 = 'TIME ' / label for field 2 TFORM2 = '1D ' / data format of field: 8-byte DOUBLE TUNIT2 = 's ' / physical unit of field TTYPE3 = 'RA ' / label for field 3 TFORM3 = '1E ' / data format of field: 4-byte REAL TUNIT3 = 'deg ' / physical unit of field TTYPE4 = 'DEC ' / label for field 4 TFORM4 = '1E ' / data format of field: 4-byte REAL TUNIT4 = 'deg ' / physical unit of field TTYPE5 = 'ENERGY ' / label for field 5 TFORM5 = '1E ' / data format of field: 4-byte REAL TUNIT5 = 'TeV ' / physical unit of field TTYPE6 = 'DETX ' / label for field 6 TFORM6 = '1E ' / data format of field: 4-byte REAL TUNIT6 = 'deg ' / physical unit of field TTYPE7 = 'DETY ' / label for field 7 TFORM7 = '1E ' / data format of field: 4-byte REAL TUNIT7 = 'deg ' / physical unit of field TTYPE8 = 'PHASE ' / label for field 8 TFORM8 = '1E ' / data format of field: 4-byte REAL EXTNAME = 'EVENTS ' / name of this extension DSTYP1 = 'TIME ' / Data sub-space type DSUNI1 = 's ' / Data sub-space unit DSVAL1 = 'TABLE ' / Data sub-space value DSREF1 = ':GTI ' / Data sub-space reference DSTYP2 = 'ENERGY ' / Data sub-space type DSUNI2 = 'TeV ' / Data sub-space unit DSVAL2 = '0.1:100 ' / Data sub-space value DSTYP3 = 'POS(RA,DEC)' / Data sub-space type DSUNI3 = 'deg ' / Data sub-space unit DSVAL3 = 'CIRCLE(83.63,22.01,5)' / Data sub-space value NDSKEYS = 3 / Number of data sub-space keys CREATOR = 'GammaLib' / Program which created the file TELESCOP= 'CTA ' / Telescope OBS_ID = 0 / Observation identifier DATE_OBS= '2000-01-01' / Observation start date TIME_OBS= '11:58:56' / Observation start time DATE_END= '2000-01-01' / Observation end date TIME_END= '12:28:56' / Observation end time TSTART = 0.0000000000E+00 / [s] Mission time of start of observation TSTOP = 1.8000000000E+03 / [s] Mission time of end of observation MJDREFI = 51544 / [days] Integer part of time reference MJD MJDREFF = 5.0000000000E-01 / [days] Fractional part of time reference MJD TIMEUNIT= 's ' / Time unit TIMESYS = 'TT ' / Time system TIMEREF = 'LOCAL ' / Time reference TELAPSE = 1.8000000000E+03 / [s] Mission elapsed time ONTIME = 1.8000000000E+03 / [s] Total good time including deadtime LIVETIME= 1.7640000000E+03 / [s] Total livetime DEADC = 9.8000000000E-01 / Deadtime correction factor TIMEDEL = 1.0000000000E+00 / Time resolution OBJECT = ' ' / Observed object RA_OBJ = 0.0000000000E+00 / [deg] Target Right Ascension DEC_OBJ = 0.0000000000E+00 / [deg] Target Declination RA_PNT = 8.3630000000E+01 / [deg] Pointing Right Ascension DEC_PNT = 2.2010000000E+01 / [deg] Pointing Declination ALT_PNT = 9.0000000000E+01 / [deg] Average altitude of pointing AZ_PNT = 0.0000000000E+00 / [deg] Average azimuth of pointing RADECSYS= 'FK5 ' / Coordinate system EQUINOX = 2.0000000000E+03 / Epoch CONV_DEP= 0.0000000000E+00 / Convergence depth of telescopes CONV_RA = 0.0000000000E+00 / [deg] Convergence Right Ascension CONV_DEC= 0.0000000000E+00 / [deg] Convergence Declination OBSERVER= 'string ' / Observer N_TELS = 0 / Number of telescopes in event list TELLIST = 'string ' / Telescope IDs GEOLAT = 0.0000000000E+00 / [deg] Geographic latitude of array centre GEOLON = 0.0000000000E+00 / [deg] Geographic longitude of array centre ALTITUDE= 0.0000000000E+00 / [km] Altitude of array centre EUNIT = 'TeV ' / Energy unit EVTVER = 'draft1 ' / Event list version number END ?(BBA= +c:H=@BAs=Pm=R?]D(@BA> =yL?dFB@,?B- A>B?@`BAZ>"SS1?.>OgL@B!Ai=U?%@lhBDA4> )|;9?n@"Bw A^>4=EY=Œ=?NF @# ^B +A/i=>l=%?F= @$kbbB3A=B=Fݟ.>4Ѐ @'>B2A7 +>la| 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B_AE@S `#=Yh>؀|@A'^BOCACZ@N<ZC}@B/A8Q@C~@ XBLA*@d<,N{@,B/Am@=2} +:?R|@[BckA @;=sX=V@~BCA_@;W~@B`"A!l@;b=[Q8?S8@rB8Aw@eQ=Fռ[?ۀ@1B9A}@]\s'>Et@3BJA)@<+(@K4BQA@e:ʀ@sB.|AC@xż?Ξ@٦@B?UA@CC@l4XB[A @lUgi=5Ч?4@XBWA=@X<=b ?I*@SBEA;-@?z<;c?˰@`&˿BZzAA3:1=1b\>c؀@g +`BSAR@ˋ|<_?K΀@m#BQABl@8<$<޺?lԀ@r:+B[SA"%A4';3=7?4@vuBGAn@߼it<>ހ@x50BSZAәA9<'=@{`BIAfA=$>A@@ Td@tKB6)AJ@pE>t@WBEAA*/_;?@@B@fA1A R'A?5A@XBQTAA(t\R<?Q@BGAd@=  @{exBTdA@; =>G?@%[@YkfB@%AEA ̻BN?:@/BLAY@ۏȽA<>@X/BWAA9:+=?Lـ@U8BVdAv@ ?=p>{j@BCJAi@G":7w= +mP@0B?"Ac_@=7>%@BPzA)xA*P><'@GgB=AB[@3<5 + >@0cBE)AiA";;M?\6@VB-FAA6R#>5 @B>AmI@J=1&;?f@XB6A>A@<缹>hL܀@zyTBVAAf=9=V?>9@BψB?HAzA՘=LDԻv>5p@fB0A$A<߽>@!B:A*RAĬ<.Ƽcga>@8ݘBMA!A%S1;F <:> +J@XB5AAJ7uSGU?Dd@$Z8BQA%A8S2<ゕ?5U׀@*;dB* +A@腒5W?J{@Q4,BH AA!+E*<"h=Ĩ@ʸBVAT6ApMĀ@"B;4AJ#@,<֣FZ3>߮B@EL+B75A@ ;~Od!<@@iNhBGA+A w<;u,<?nl@0bBG@+AhB%AAH8p4GSf?+&@hBS AI A*<ҙ<}?9@#Bm AAǼm==>H*@zBOAT@>1=W1<>T/@m0B:&A@ث%?y?䜀@5BKAEA)E @dULBB"A@J>U@B+A,'@Ц<=z'>!H@t?B4AA|ݻ/͇=aȀ@~B;APA~qT>I>>8@B1rAS7A|<խ>,f@8BPAAL-<<[@CpBNA AŠt`JS8@:HxBCAJAl3ABAI<3>ܩ@EDB8AAV?; 3?\@y8B9QAA\!ɼm>=@d<B;AAT%\^?`ƀ@DXB?A-As.*@P߈BCA0B8@dڀBKA-A_r5}UA7UBэp@pBSA_B*=8ƀ@?0BBAU^BjS=:?atk@rBHABV*<2f?fɌ@לjBBABt)69!r>̀@BDKAOB-Qya?;MƓ>pXTENSION= 'BINTABLE' / binary table extension BITPIX = 8 / 8-bit bytes NAXIS = 2 / 2-dimensional binary table NAXIS1 = 16 / width of table in bytes NAXIS2 = 1 / number of rows in table PCOUNT = 0 / size of special data area GCOUNT = 1 / one data group (required keyword) TFIELDS = 2 / number of fields in each row TTYPE1 = 'START ' / label for field 1 TFORM1 = '1D ' / data format of field: 8-byte DOUBLE TTYPE2 = 'STOP ' / label for field 2 TFORM2 = '1D ' / data format of field: 8-byte DOUBLE EXTNAME = 'GTI ' / name of this extension MJDREFI = 51544 / [days] Integer part of time reference MJD MJDREFF = 5.0000000000E-01 / [days] Fractional part of time reference MJD TIMEUNIT= 's ' / Time unit TIMESYS = 'TT ' / Time system TIMEREF = 'LOCAL ' / Time reference END @ \ No newline at end of file