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This commit is contained in:
Roman Krivonos 2024-04-19 19:51:52 +03:00
parent d1e1643f8a
commit 7393489332
24 changed files with 1337 additions and 8 deletions
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10
data/allsky/Makefile Normal file
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LIBS=-L ${HEADAS}/lib -lcfitsio
FFLAGS= -O -ffree-form
all:modelrxte
modelrxte: modelrxte.f
${FC} ${FFLAGS} -o modelrxte modelrxte.f ${LIBS}

60
data/allsky/inc/constants.inc Normal file
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c physical constants
c MG; Mon Nov 11 16:28:45 MSK 1996
c------ pi
real*8 pi,pi2,rg,gr
parameter (pi=3.14159265358979312d00,pi2=pi+pi,rg=180d0/pi,gr=1d0/rg)
c------ physical constants
real*8 sigthomson
parameter(sigthomson=6.65246d-25)
real*8 clight
parameter(clight=2.99792458d10)
real*8 mproton,melectron
parameter(mproton=1.6726231d-24,melectron=9.1093897d-28)
real*8 echarge
parameter(echarge=4.8032068d-10)
real*8 sigsb
parameter(sigsb=5.67051d-5)
real*8 kboltzmann
parameter(kboltzmann=1.380658d-16)
real*8 ggrav
parameter(ggrav=6.67259d-8)
real*8 hplanck
parameter(hplanck=6.6260755d-27)
real*8 msun
parameter (msun=1.9891d33)
real*8 rsun
parameter (rsun=6.9599d10)
real*8 lsun
parameter (lsun=3.845d33)
c------ units conversions
c...... energy
real*8 kev2erg
parameter(kev2erg=1.602177d-9)
real*8 kev2hz
parameter(kev2hz=2.417965d17)
real*8 kev2kelvin
parameter(kev2kelvin=1.16048d7)
real*8 jy2erg
parameter(jy2erg=1d-23)
c...... flux
c flux[erg/s/cm^2/Hz] = ergcms_anstr2ergcms_hz_0 * lambda[Anstr]^2 * flux[erg/s/cm^2/A]
real*8 ergcms_anstr2ergcms_hz_0
parameter(ergcms_anstr2ergcms_hz_0=3.33d-19)
c...... lenth
real*8 pc2cm,kpc2cm,mpc2cm
parameter(pc2cm=3.085678d18,kpc2cm=1e3*pc2cm,mpc2cm=1e6*pc2cm)
c...... time
real*8 yr2sec
parameter(yr2sec=3.15576d7)

21
data/allsky/inc/crab.f Normal file
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!c==========================================================================
subroutine printerror(status)
!c--------------------------------------------------------------------------
!c print error message (for fitsio routines)
!c--------------------------------------------------------------------------
implicit none
integer status
character errtext*30,errmessage*80
if(status.le.0) return
call ftgerr(status,errtext)
print *,'FITSIO Error Status =',status,': ',errtext
call ftgmsg(errmessage)
do while (errmessage .ne. ' ')
print *,errmessage
call ftgmsg(errmessage)
end do
!c if(status.ne.0) stop
return
end

21
data/allsky/inc/crabmodel.f Normal file
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!c==========================================================================
subroutine crabmodel(status)
!c--------------------------------------------------------------------------
!c print error message (for fitsio routines)
!c--------------------------------------------------------------------------
implicit none
integer status
character errtext*30,errmessage*80
if(status.le.0) return
call ftgerr(status,errtext)
print *,'FITSIO Error Status =',status,': ',errtext
call ftgmsg(errmessage)
do while (errmessage .ne. ' ')
print *,errmessage
call ftgmsg(errmessage)
end do
!c if(status.ne.0) stop
return
end

20
data/allsky/inc/deletefile.f Normal file
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!c=========================================================================
subroutine deletefile(filename,status)
!c-------------------------------------------------------------------------
!c delete fits file
!c-------------------------------------------------------------------------
implicit none
integer status
character*(*) filename
integer access,i,unlink
if(access(filename,'w').eq.0) then
i=unlink(filename)
endif
return
end

137
data/allsky/inc/ibis_eresp.f Normal file
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!c===============================================================
subroutine ibis_eresp(filename,crval1,crval2,crpix1,crpix2,cdelt1,cdelt2,crota2,erange,image,skyexp0,nxm,nx,ny,fast,status)
!c--------------------------------------------------------------
!c write image to FITS file
!c
!c Created: Mon May 16 14:21:02 EDT 1994
!c--------------------------------------------------------------
implicit none
character*(*) filename
integer nxm,nx,ny,erange,n,m
logical anyf
integer lnblnk,fast
integer bitpix,pcount
real*8 norma0,norma1,slope0,slope1,dist,e1,e2,texp
real*8 crval1,crval2,crpix1,crpix2,cdelt1,cdelt2,crota2
integer naxes(3),naxis,gcount,extend
integer unit,status,block,extver,hdutype,simple
character*400 comment
integer nmapm,nmapx,nmapy
parameter(nmapm=2000)
real skyexp(nmapm,nmapm)
real skyexp0(nmapm,nmapm)
real image(nmapm,nmapm)
status=0
norma1=0.0
slope1=1.0
if(erange .eq. -1) then
norma0=0.0
slope0=1.0
else if(erange .eq. 1) then
norma0=0.48859433
slope0=1.3304603
norma1=0.083260782
slope1=0.68063210
else if(erange .eq. 2) then
norma0=0.21444822
slope0=1.7809195
norma1=0.045216999
slope1=1.3624652
else if(erange .eq. 3) then
norma0=0.097560597
slope0=1.0071800
else if(erange .eq. 9) then
norma0=0.32660987
slope0=1.7066450
norma1=0.24734285
slope1=0.17543571
else if(erange .eq. 10) then
norma0=0.10310040
slope0=1.3237412
else if(erange .eq. 8) then
norma0=-0.079264878
slope0=0.91217010
else if(erange .eq. 13) then
norma0=-0.035629722
slope0=1.3605498
else if(erange .ge. 4 .and. erange .le. 7) then
norma0=0.0
slope0=1.0
else if(erange .eq. 11 .or. erange .eq. 12 .or. erange .eq. 14 .or. erange .eq. 15) then
norma0=0.0
slope0=1.0
else
print*,'No such energy interval ',erange
stop
endif
call ftgiou(unit,status)
call ftopen(unit,filename,0,block,status)
if(status.ne.0) then
print*,'Bad file, skip it'
call ftclos(unit,status)
call ftfiou(unit,status)
return
endif
extver=0
hdutype=-1
call ftghpr(unit,2,simple,bitpix,naxis,naxes,pcount,gcount,extend,status)
!call ftg2de(unit,0,0.,nmapm,naxes(1),naxes(2),skydld,anyf,status)
call FTGKYd(unit,'EXPOSURE ',texp,comment,status)
call ftgkyd(unit,'E1 ',e1,comment,status)
call ftgkyd(unit,'E2 ',e2,comment,status)
call ftgkyd(unit,'CRPIX1 ',crpix1,comment,status)
call ftgkyd(unit,'CRPIX2 ',crpix2,comment,status)
call ftgkyd(unit,'CRVAL1 ',crval1,comment,status)
call ftgkyd(unit,'CRVAL2 ',crval2,comment,status)
call ftgkyd(unit,'CDELT1 ',cdelt1,comment,status)
call ftgkyd(unit,'CDELT2 ',cdelt2,comment,status)
call ftgkyd(unit,'CROTA2 ',crota2,comment,status)
!call ftmnhd(unit,hdutype,'skyerr',extver,status)
!call ftg2de(unit,0,0.,nmapm,naxes(1),naxes(2),skyerr,anyf,status)
if(fast .eq. 0) then
call ftmnhd(unit,hdutype,'skyexp',extver,status)
call ftg2de(unit,0,0.,nmapm,naxes(1),naxes(2),skyexp,anyf,status)
skyexp0=skyexp
else
skyexp=skyexp0
endif
nmapx=naxes(1)
nmapy=naxes(2)
call ftclos(unit,status)
call ftfiou(unit,status)
if(status.gt.0) then
return
endif
!
! Np = (skyexp(n,m)/texp/(e2-e1)) number of open pixels visible from given direction
!
do n=1,nmapy
do m=1,nmapx
skyexp(n,m)=skyexp(n,m)/texp/(e2-e1) ! (Np)
enddo
enddo
do n=1,nmapx
do m=1,nmapy
! pixel offset
dist=dsqrt((DBLE(n)-DBLE(ny)/2.0)**2+(DBLE(m)-DBLE(nx)/2.0)**2)
dist=dist*cdelt1
image(n,m)=skyexp(n,m)*(1.0+norma0*EXP(-dist/slope0))*(1.0+norma1*EXP(-dist/slope1)) ! Crab fit
enddo
enddo
nx=nmapx
ny=nmapy
return
end

21
data/allsky/inc/printerror.f Normal file
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!c==========================================================================
subroutine printerror(status)
!c--------------------------------------------------------------------------
!c print error message (for fitsio routines)
!c--------------------------------------------------------------------------
implicit none
integer status
character errtext*30,errmessage*80
if(status.le.0) return
call ftgerr(status,errtext)
print *,'FITSIO Error Status =',status,': ',errtext
call ftgmsg(errmessage)
do while (errmessage .ne. ' ')
print *,errmessage
call ftgmsg(errmessage)
end do
!c if(status.ne.0) stop
return
end

110
data/allsky/inc/read_co.f Normal file
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!c===============================================================
subroutine read_co(dglon,dglat,dflux,tnrows)
!c--------------------------------------------------------------
!c write image to FITS file
!c
!c Created: Mon May 16 14:21:02 EDT 1994
!c--------------------------------------------------------------
implicit none
character filename*40
integer nxm,nx,ny,erange,n,m
logical anyf
logical exact,anynull
integer lnblnk
integer bitpix,pcount
real*8 norma0,norma1,slope0,slope1,dist,e1,e2,texp
real*8 crval1,crval2,crpix1,crpix2,cdelt1,cdelt2,crota2
integer naxes(3),naxis,gcount,extend
integer unit,status,block,extver,hdutype,simple
character*400 comment
integer nmapm,nmapx,nmapy
parameter(nmapm=2000)
integer nhdu,tnrows,tncols
integer ixc,iyc,ival
real skyexp(nmapm,nmapm)
real skydld(nmapm,nmapm)
real skyerr(nmapm,nmapm)
real image(nmapm,nmapm)
! cobe
integer TROWMAX,ipixno,irezid,istddev,iglat,iglon,iraw,isum,isel
parameter (TROWMAX=500000)
integer dpixno(TROWMAX),idx,sel(TROWMAX)
real dflux(TROWMAX),dglat(TROWMAX),dglon(TROWMAX)
real*8 dl,db
real dflux_49(TROWMAX)
integer*4 mask(TROWMAX)
call ftgiou(unit,status)
call ftopen(unit,'/afs/mpa/home/krivonos/results/latscan/CO/comap_list.fits',0,block,status)
if(status.ne.0) then
print*,'Bad file, skip it'
call ftclos(unit,status)
call ftfiou(unit,status)
status=0
call exit(0)
endif
call FTGHDN(unit,nhdu)
call ftmahd(unit,2,hdutype,status)
call FTGHDN(unit,nhdu)
call FTGNRW(unit,tnrows, status)
call FTGNCL(unit,tncols, status)
if(tnrows.gt.trowmax) then
print*,'Too many points',tnrows,trowmax
call ftclos(unit,status)
call ftfiou(unit,status)
stop
endif
exact=.false.
call ftgcno(unit,exact,'XCOORD',ixc,status)
call ftgcno(unit,exact,'YCOORD',iyc,status)
call ftgcno(unit,exact,'VALUE',ival,status)
do iraw=1,tnrows
call ftgcve(unit,ixc,iraw,1,1,0,dglon(iraw),anynull,status)
call ftgcve(unit,iyc,iraw,1,1,0,dglat(iraw),anynull,status)
call ftgcve(unit,ival,iraw,1,1,0.,dflux(iraw),anynull,status)
end do
call ftclos(unit,status)
call ftfiou(unit,status)
if(status.gt.0) then
print*,'Too many errors',tnrows,trowmax
call ftclos(unit,status)
call ftfiou(unit,status)
call exit(0)
endif
do iraw=1,tnrows
if (isnan(dflux(iraw))) then
!if(abs(Nint(dflux(iraw))) .eq. 32768) then
print*,dglon(iraw),dglat(iraw),dflux(iraw)
dflux(iraw)=0.0
endif
enddo
! modify coordinates
do iraw=1,tnrows
if(dglon(iraw) .gt. 180.0) then
dglon(iraw)=dglon(iraw)-360.0
endif
enddo
!RAW MAP
!do iraw=1,tnrows
! print*,dglon(iraw),dglat(iraw),dflux(iraw)
!enddo
!stop
return
end

219
data/allsky/inc/read_cobe.f Normal file
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!c===============================================================
subroutine read_cobe(dglon,dglat,dflux_49,tnrows)
!c--------------------------------------------------------------
!c write image to FITS file
!c
!c Created: Mon May 16 14:21:02 EDT 1994
!c--------------------------------------------------------------
implicit none
character filename*40
integer nxm,nx,ny,erange,n,m
logical anyf
logical exact,anynull
integer lnblnk
integer bitpix,pcount
real*8 norma0,norma1,slope0,slope1,dist,e1,e2,texp
real*8 crval1,crval2,crpix1,crpix2,cdelt1,cdelt2,crota2
integer naxes(3),naxis,gcount,extend
integer unit,status,block,extver,hdutype,simple
character*400 comment
integer nmapm,nmapx,nmapy
parameter(nmapm=2000)
integer nhdu,tnrows,tncols
real skyexp(nmapm,nmapm)
real skydld(nmapm,nmapm)
real skyerr(nmapm,nmapm)
real image(nmapm,nmapm)
! cobe
integer TROWMAX,ipixno,irezid,istddev,iglat,iglon,iraw,isum,isel
parameter (TROWMAX=500000)
integer dpixno(TROWMAX),idx,sel(TROWMAX)
real dflux(TROWMAX),dglat(TROWMAX),dglon(TROWMAX)
real*8 dl,db
real dflux_49(TROWMAX),dflux_49_orig(TROWMAX),dflux_12(TROWMAX)
real dratio(TROWMAX)
integer*4 mask(TROWMAX)
! read DIRBE flux 4.9 microns (Resid)
! The sum of the selected column is 90891.360
! The mean of the selected column is 0.23114868
! The standard deviation of the selected column is 0.76384730
! The minimum of selected column is 3.64903696E-02
! The maximum of selected column is 110.34200
! The number of points used in calculation is 393216
!
! Expected value 0.0823
!
call ftgiou(unit,status)
call ftopen(unit,'/afs/mpa/project/integral/results/latscan/COBE/DIRBE_BAND04_ZSMA.FITS',0,block,status)
!call ftopen(unit,'/afs/mpa/project/integral/results/latscan/COBE/DIRBE_BAND3A_ZSMA.FITS',0,block,status)
if(status.ne.0) then
print*,'Bad file, skip it'
call ftclos(unit,status)
call ftfiou(unit,status)
status=0
call exit(0)
endif
call FTGHDN(unit,nhdu)
call ftmahd(unit,2,hdutype,status)
call FTGHDN(unit,nhdu)
call FTGNRW(unit,tnrows, status)
call FTGNCL(unit,tncols, status)
if(tnrows.gt.trowmax) then
print*,'Too many points',tnrows,trowmax
call ftclos(unit,status)
call ftfiou(unit,status)
stop
endif
exact=.false.
call ftgcno(unit,exact,'pixel_no',ipixno,status)
call ftgcno(unit,exact,'resid',irezid,status)
do iraw=1,tnrows
call ftgcvj(unit,ipixno,iraw,1,1,0,dpixno(iraw),anynull,status)
call ftgcve(unit,irezid,iraw,1,1,0.,dflux_49(iraw),anynull,status)
end do
call ftclos(unit,status)
call ftfiou(unit,status)
if(status.gt.0) then
call exit(0)
endif
!
! Read DIRBE flux 1.25 microns
!
! The sum of the selected column is 194936.15
! The mean of the selected column is 0.49574827
! The standard deviation of the selected column is 1.3725306
! The minimum of selected column is 2.56427769E-02
! The maximum of selected column is 215.81805
! The number of points used in calculation is 393216
!
! Expected value: 0.0775
!
call ftgiou(unit,status)
call ftopen(unit,'/afs/mpa/project/integral/results/latscan/COBE/DIRBE_BAND1A_ZSMA.FITS',0,block,status)
if(status.ne.0) then
print*,'Bad file, skip it'
call ftclos(unit,status)
call ftfiou(unit,status)
status=0
call exit(0)
endif
call FTGHDN(unit,nhdu)
call ftmahd(unit,2,hdutype,status)
call FTGHDN(unit,nhdu)
call FTGNRW(unit,tnrows, status)
call FTGNCL(unit,tncols, status)
if(tnrows.gt.trowmax) then
print*,'Too many points',tnrows,trowmax
call ftclos(unit,status)
call ftfiou(unit,status)
stop
endif
exact=.false.
call ftgcno(unit,exact,'pixel_no',ipixno,status)
call ftgcno(unit,exact,'resid',irezid,status)
do iraw=1,tnrows
call ftgcvj(unit,ipixno,iraw,1,1,0,dpixno(iraw),anynull,status)
call ftgcve(unit,irezid,iraw,1,1,0.,dflux_12(iraw),anynull,status)
end do
call ftclos(unit,status)
call ftfiou(unit,status)
if(status.gt.0) then
call exit(0)
endif
! read DIRBE coordinates
call ftgiou(unit,status)
call ftopen(unit,'/afs/mpa/project/integral/results/latscan/COBE/DIRBE_SKYMAP_INFO.FITS',0,block,status)
if(status.ne.0) then
print*,'Bad file, skip it'
call ftclos(unit,status)
call ftfiou(unit,status)
status=0
call exit(0)
endif
call FTGHDN(unit,nhdu)
call ftmahd(unit,2,hdutype,status)
call FTGHDN(unit,nhdu)
call FTGNRW(unit,tnrows, status)
call FTGNCL(unit,tncols, status)
if(tnrows.gt.trowmax) then
print*,'Too many points',tnrows,trowmax
call ftclos(unit,status)
call ftfiou(unit,status)
stop
endif
exact=.false.
call ftgcno(unit,exact,'QSPIXEL',ipixno,status)
call ftgcno(unit,exact,'GLON-CSC',iglon,status)
call ftgcno(unit,exact,'GLAT-CSC',iglat,status)
do iraw=1,tnrows
call ftgcvj(unit,ipixno,iraw,1,1,0,dpixno(iraw),anynull,status)
call ftgcve(unit,iglon,iraw,1,1,0.,dglon(iraw),anynull,status)
call ftgcve(unit,iglat,iraw,1,1,0.,dglat(iraw),anynull,status)
end do
call ftclos(unit,status)
call ftfiou(unit,status)
if(status.gt.0) then
call exit(0)
endif
! modify coordinates
do iraw=1,tnrows
if(dglon(iraw) .gt. 180.0) then
dglon(iraw)=dglon(iraw)-360.0
endif
enddo
! substruct background
do iraw=1,tnrows
dflux_12(iraw)=dflux_12(iraw)-0.07
dflux_49(iraw)=dflux_49(iraw)-0.08
enddo
! correction for absorbtion
do iraw=1,tnrows
dratio(iraw)=0.0
if(dflux_49(iraw).gt.0.5.and.dflux_49(iraw).lt.50.0.and.dflux_12(iraw).gt. 0.8 .and. dflux_12(iraw).lt.20.0) then
dratio(iraw)=dflux_12(iraw)/dflux_49(iraw)/3.5
else
dflux_49(iraw)=0.0
dflux_12(iraw)=0.0
dratio(iraw)=0.0
endif
enddo
do iraw=1,tnrows
if(dratio(iraw) .gt. 0.0 .and. dratio(iraw) .lt. 1.0) then
dratio(iraw)=(dratio(iraw))**(-0.25)
dflux_49(iraw)=dratio(iraw)*dflux_49(iraw)
else
dflux_49(iraw)=0.0
endif
enddo
do iraw=1,tnrows
if(abs(dglat(iraw)).gt.7.0) then
dflux_49(iraw)=0.0
endif
enddo
return
end

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data/allsky/inc/read_modelrxte.f Normal file
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!c===============================================================
subroutine read_modelrxte(dglon,dglat,dflux,tnrows)
!c--------------------------------------------------------------
!c write image to FITS file
!c
!c Created: Mon May 16 14:21:02 EDT 1994
!c--------------------------------------------------------------
! see details /afs/mpa/project/integral/results/latscan/f90/modelrxte.f
implicit none
character filename*40
integer nxm,nx,ny,erange,n,m
logical anyf
logical exact,anynull
integer lnblnk
integer bitpix,pcount
real*8 norma0,norma1,slope0,slope1,dist,e1,e2,texp
real*8 crval1,crval2,crpix1,crpix2,cdelt1,cdelt2,crota2
integer naxes(3),naxis,gcount,extend
integer unit,status,block,extver,hdutype,simple
character*400 comment,fn
integer nmapm,nmapx,nmapy
parameter(nmapm=2000)
integer nhdu,tnrows,tncols
integer ixc,iyc,ival
real skyexp(nmapm,nmapm)
real skydld(nmapm,nmapm)
real skyerr(nmapm,nmapm)
real image(nmapm,nmapm)
integer lfblnk
! cobe
integer TROWMAX,ipixno,irezid,istddev,iglat,iglon,iraw,isum,isel
parameter (TROWMAX=3000000)
integer dpixno(TROWMAX),idx,sel(TROWMAX)
real dflux(TROWMAX),dglat(TROWMAX),dglon(TROWMAX)
real*8 dl,db
!real dflux_49(TROWMAX)
integer*4 mask(TROWMAX)
status=0
!fn='/afs/mpa/project/integral/results/latscan/f90/modelrxte_hires.bintab.fits'
fn='/afs/mpa/project/integral/results/latscan/f90/modelrxte_ait_wide.bintab.fits'
print*,'Read file',fn(:lfblnk(fn))
call ftgiou(unit,status)
call ftopen(unit,fn,0,block,status)
if(status.ne.0) then
print*,'Bad file, skip it'
call ftclos(unit,status)
call ftfiou(unit,status)
status=0
call exit(0)
endif
call FTGHDN(unit,nhdu)
call ftmahd(unit,2,hdutype,status)
call FTGHDN(unit,nhdu)
call FTGNRW(unit,tnrows, status)
call FTGNCL(unit,tncols, status)
if(tnrows.gt.trowmax) then
print*,'Too many points',tnrows,trowmax
call ftclos(unit,status)
call ftfiou(unit,status)
stop
endif
exact=.false.
call ftgcno(unit,exact,'GLON',ixc,status)
call ftgcno(unit,exact,'GLAT',iyc,status)
call ftgcno(unit,exact,'VALUE',ival,status)
do iraw=1,tnrows
call ftgcve(unit,ixc,iraw,1,1,0,dglon(iraw),anynull,status)
call ftgcve(unit,iyc,iraw,1,1,0,dglat(iraw),anynull,status)
call ftgcve(unit,ival,iraw,1,1,0.,dflux(iraw),anynull,status)
end do
call ftclos(unit,status)
call ftfiou(unit,status)
if(status.gt.0) then
print*,'Too many errors',tnrows,trowmax
call ftclos(unit,status)
call ftfiou(unit,status)
call exit(0)
endif
do iraw=1,tnrows
if (isnan(dflux(iraw))) then
!if(abs(Nint(dflux(iraw))) .eq. 32768) then
print*,dglon(iraw),dglat(iraw),dflux(iraw)
dflux(iraw)=0.0
endif
enddo
! modify coordinates
do iraw=1,tnrows
if(dglon(iraw) .gt. 180.0) then
dglon(iraw)=dglon(iraw)-360.0
endif
enddo
return
end

279
data/allsky/inc/wimage_simple.f Normal file
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@ -0,0 +1,279 @@
!c===============================================================
subroutine wimage_simple_i4(filename,image,nxm,nx,ny)
!c--------------------------------------------------------------
!c write image to FITS file
!c
!c Created: Mon May 16 14:21:02 EDT 1994
!c--------------------------------------------------------------
implicit none
character*(*) filename
integer nxm,nx,ny
integer image(nxm,*)
integer lnblnk
integer status,bitpix,naxis,pcount,gcount
integer naxes(2)
integer unit
status=0
print 10,filename(:lnblnk(filename))
10 format(/'Write FITS image to file ',a)
call deletefile(filename,status)
call ftgiou(unit,status)
bitpix=32
naxis=2
pcount=0
gcount=1
naxes(1)=nx
naxes(2)=ny
call ftinit(unit,filename,0,status)
call ftphpr(unit,.true.,bitpix,naxis,naxes,pcount,gcount,.false.,status)
call ftpdef(unit,bitpix,naxis,naxes,pcount,gcount,status)
call ftp2dj(unit,0,nxm,naxes(1),naxes(2),image,status)
call ftclos(unit,status)
call ftfiou(unit,status)
if(status.gt.0) call printerror(status)
return
end
!c===============================================================
subroutine wimage_simple_r4(filename,image,nxm,nx,ny)
!c--------------------------------------------------------------
!c write image to FITS file
!c
!c Created: Mon May 16 14:21:02 EDT 1994
!c--------------------------------------------------------------
implicit none
character*(*) filename
integer nxm,nx,ny
real image(nxm,*)
integer lnblnk
integer status,bitpix,naxis,pcount,gcount
integer naxes(2)
integer unit
status=0
print 10,filename(:lnblnk(filename))
10 format(/'Write FITS image to file ',a)
call deletefile(filename,status)
call ftgiou(unit,status)
bitpix=-32
naxis=2
pcount=0
gcount=1
naxes(1)=nx
naxes(2)=ny
call ftinit(unit,filename,0,status)
call ftphpr(unit,.true.,bitpix,naxis,naxes,pcount,gcount,.false.,status)
call ftpdef(unit,bitpix,naxis,naxes,pcount,gcount,status)
call ftp2de(unit,0,nxm,naxes(1),naxes(2),image,status)
call ftclos(unit,status)
call ftfiou(unit,status)
if(status.gt.0) call printerror(status)
return
end
!c===============================================================
subroutine wimage_simple_r8(filename,image,nxm,nx,ny)
!c--------------------------------------------------------------
!c write image to FITS file
!c
!c Created: Mon May 16 14:21:02 EDT 1994
!c--------------------------------------------------------------
implicit none
character*(*) filename
integer nxm,nx,ny
real*8 image(nxm,*)
integer lnblnk
integer status,bitpix,naxis,pcount,gcount
integer naxes(2)
integer unit
status=0
print 10,filename(:lnblnk(filename))
10 format(/'Write FITS image to file ',a)
call deletefile(filename,status)
call ftgiou(unit,status)
bitpix=-64
naxis=2
pcount=0
gcount=1
naxes(1)=nx
naxes(2)=ny
call ftinit(unit,filename,0,status)
call ftphpr(unit,.true.,bitpix,naxis,naxes,pcount,gcount,.false.,status)
call ftpdef(unit,bitpix,naxis,naxes,pcount,gcount,status)
call ftp2dd(unit,0,nxm,naxes(1),naxes(2),image,status)
call ftclos(unit,status)
call ftfiou(unit,status)
if(status.gt.0) call printerror(status)
return
end
!c=============================================================================
subroutine read_image_r4(fn,image,nxm,mapx,mapy)
!c-----------------------------------------------------------------------------
!c read image (real*4)
!c-----------------------------------------------------------------------------
implicit none
character*(*) fn
integer nxm,mapx,mapy
real image(nxm,*)
character*80 comment
integer unit,status,block,hdutype,extver,naxis,naxes(4),bitpix
integer pcount,gcount
logical anyf,exact,simple,extend
status=0
call ftgiou(unit,status)
call ftopen(unit,fn,0,block,status)
call ftghpr(unit,2,simple,bitpix,naxis,naxes,pcount,gcount,extend,status)
!print*,' image nx,ny:',naxes(1),naxes(2)
call ftg2de(unit,0,0.,nxm,naxes(1),naxes(2),image,anyf,status)
call ftclos(unit,status)
call ftfiou(unit,status)
if(status.gt.0) then
call printerror(status)
endif
mapx=naxes(1)
mapy=naxes(2)
return
end
subroutine write_image(outfile,flux,xrval,yrval,xrpix,yrpix,xinc,yinc,rot,size_sky,nxm)
implicit none
integer nxm
integer size_sky,i,j
real*8 xrval,yrval,xrpix,yrpix,xinc,yinc,rot
real flux(nxm,*)
integer ounit,status,lnblnk
integer bitpix,naxis,naxes(2),pcount,gcount
character*200 outfile,errmsg
bitpix=-32
naxis=2
pcount=0
gcount=1
naxes(1)=size_sky
naxes(2)=size_sky
status=0
call ftgiou(ounit,status)
call ftinit(ounit,outfile,0,status)
if(status.eq.103) then
print*,' Can not create file. File already exist'
print *,''
stop
endif
call ftphpr(ounit,.true.,bitpix,naxis,naxes,pcount,gcount,.true.,status)
call ftpdef(ounit,bitpix,naxis,naxes,pcount,gcount,status)
call ftpkys(ounit,'CTYPE1','GLON-AIT','X-axis type',status)
call ftpkys(ounit,'CTYPE2','GLAT-AIT','Y-axis type',status)
call ftpkyd(ounit,'CRVAL1',xrval,10,'Reference pixel value',status)
call ftpkyd(ounit,'CRVAL2',yrval,10,'Reference pixel value',status)
call ftpkyd(ounit,'CRPIX1',xrpix,10,'Reference pixel',status)
call ftpkyd(ounit,'CRPIX2',yrpix,10,'Reference pixel',status)
call ftpkyd(ounit,'CDELT1',xinc,10,'Degrees/pixel',status)
call ftpkyd(ounit,'CDELT2',yinc,10,'Degrees/pixel',status)
call ftpkyd(ounit,'CROTA1',rot,10,'',status)
call ftpdat(ounit,status)
call ftphis(ounit,'Created by R.Krivonos, krivonos@iki.rssi.ru',status)
call ftp2de(ounit,0,nxm,size_sky,size_sky,flux,status)
if (status.ne.0) then
call ftgerr(status,errmsg)
print *,errmsg
endif
call ftpcks(ounit,status)
call ftclos(ounit,status)
call ftfiou(ounit,status)
if(status.eq.0) then
print *,'File is written: ',outfile(1:lnblnk(outfile))
endif
end
subroutine write_image_xy(outfile,flux,xrval,yrval,xrpix,yrpix,xinc,yinc,rot,size_sky_x,size_sky_y,nxm)
implicit none
integer nxm
integer size_sky_x,size_sky_y,i,j
real*8 xrval,yrval,xrpix,yrpix,xinc,yinc,rot
real flux(nxm,*)
integer ounit,status,lnblnk
integer bitpix,naxis,naxes(2),pcount,gcount
character*200 outfile,errmsg
bitpix=-32
naxis=2
pcount=0
gcount=1
naxes(1)=size_sky_x
naxes(2)=size_sky_y
status=0
call ftgiou(ounit,status)
call ftinit(ounit,outfile,0,status)
if(status.eq.103) then
print*,' Can not create file. File already exist'
print *,''
stop
endif
call ftphpr(ounit,.true.,bitpix,naxis,naxes,pcount,gcount,.true.,status)
call ftpdef(ounit,bitpix,naxis,naxes,pcount,gcount,status)
call ftpkys(ounit,'CTYPE1','GLON-AIT','X-axis type',status)
call ftpkys(ounit,'CTYPE2','GLAT-AIT','Y-axis type',status)
call ftpkyd(ounit,'CRVAL1',xrval,10,'Reference pixel value',status)
call ftpkyd(ounit,'CRVAL2',yrval,10,'Reference pixel value',status)
call ftpkyd(ounit,'CRPIX1',xrpix,10,'Reference pixel',status)
call ftpkyd(ounit,'CRPIX2',yrpix,10,'Reference pixel',status)
call ftpkyd(ounit,'CDELT1',xinc,10,'Degrees/pixel',status)
call ftpkyd(ounit,'CDELT2',yinc,10,'Degrees/pixel',status)
call ftpkyd(ounit,'CROTA1',rot,10,'',status)
call ftpdat(ounit,status)
call ftphis(ounit,'Created by R.Krivonos',status)
call ftp2de(ounit,0,nxm,size_sky_x,size_sky_y,flux,status)
if (status.ne.0) then
call ftgerr(status,errmsg)
print *,errmsg
endif
call ftpcks(ounit,status)
call ftclos(ounit,status)
call ftfiou(ounit,status)
if(status.eq.0) then
print *,'File is written: ',outfile(1:lnblnk(outfile))
endif
end

235
data/allsky/modelrxte.f Normal file
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@ -0,0 +1,235 @@
!
! Makes projected GRXE sky model. Model parameters are from Revnivtsev+ 2006
! The final map can be converted to erg/s/cm2 by multiplying by Lsun/kpc^2
! Roman Krivonos, 2013
!
! ergs-to-photons coefficient is taken from the following model:
!========================================================================
!Model atable{polarmodel.fits}<1> + gaussian<2> Source No.: 1 Active/On
!Model Model Component Parameter Unit Value
! par comp
! 1 1 polarcol wdmass 0.600000 frozen
! 2 1 polarcol norm 1.26483E-09 +/- 2.76500E-11
! 3 2 gaussian LineE keV 6.70000 frozen
! 4 2 gaussian Sigma keV 0.190000 frozen
! 5 2 gaussian norm 1.10106E-02 +/- 1.41770E-03
!________________________________________________________________________
! flux 3 20
! Model Flux 0.22374 photons (2.3232e-09 ergs/cm^2/s) range (3.0000 - 20.000 keV)
! k= 0.22374/2.3232e-09=9.63068e+07
include 'inc/wimage_simple.f'
include 'inc/deletefile.f'
include 'inc/printerror.f'
include 'inc/read_cobe.f'
implicit none
integer nmapm,nmapx,nmapy
parameter(nmapm=40000)
integer NROWS
parameter (NROWS=609)
real skydld(nmapm,nmapm),skyerr(nmapm,nmapm)
real skyexp(nmapm,nmapm)
real sky(nmapm,nmapm)
real*8 crval1,crval2,crpix1,crpix2,cdelt1,cdelt2,crota2
character*80 comment
integer unit,status,block,extver,hdutype,simple,bitpix
integer naxes(3),naxis,pcount,gcount,extend
logical anyf
real*8 ibx1,iby1,ibx2,iby2
integer TROWMAX,isel,tnrows,iraw
parameter (TROWMAX=500000)
integer sel(TROWMAX)
real dflux(TROWMAX),dflux_49(TROWMAX),dglat(TROWMAX),dglon(TROWMAX)
character filename*140,fileout*140,nullstr*1
logical exact,anynull
integer irx,iry,nr
integer s,i,j,n,m
real*8 ra,dec,lon,lat,xsrc,ysrc,totalcobe,totalmodel
real*8 dr,rd,resp2Crab,delta
character*400 arg
parameter (dr=0.0174533,rd=57.2958)
real*8 sumd,sumd_r,sumd_m,koeff,id_l,id_b,b0,texp,sigma,pi,fwhm
PARAMETER(pi=3.14159)
real*8 rmin,rmax,rstep,r,rEarth
real*8 lmin,lmax,bmin,bmax,model,model0,model1,modelrxte
real*8 dOmega,dV,l,b,x0,y0,z0,theta,phi,zEarth,R0,theta0,phi0
! parameters for AIT projection
character*200 outfile
integer size_sky,sx,sy,k,ir
parameter (size_sky=2000)
real ncatched(size_sky,size_sky)
real*8 xrval,yrval,xinc,yinc,rot,xrpix,yrpix,lcur,bcur,x,y,totFlux,Flux
real aitmap(nmapm,nmapm),prev,lonr,latr
delta=2.0
sx=int(380.0/delta)
sy=int(200.0/delta)
if(sx .gt. nmapm .or. sy .gt. nmapm) then
print*,sx,sy,nmapm
return
endif
xinc=delta
yinc=delta
rot=0.0
xrpix=sx/2.0
yrpix=sy/2.0
xrval=0.0d0
yrval=0.0d0
aitmap=0.0
zEarth=16.46d0/1000.0d0
rEarth=8.5d0
rmin=1.0
rmax=22.0
nr=2600
rstep=(rmax-rmin)/(nr-1)
status=0
!lmin=-180.0
!lmax=180.0
bmin=-30.0
bmax=30.0
totFlux=0.0
sumd=0.0
sumd_r=0.0
outfile='modelrxte_ait_wide.dat'
call ftgiou(unit,status)
open(unit,file=outfile)
do j=1,nmapm
do k=1,nmapm
status=0
call FTWLDP(DBLE(j),DBLE(k),xrval,yrval,xrpix,yrpix,xinc,yinc,rot,'-AIT',lon,lat,status)
if(status.eq.0) then
if(lat.gt.bmax.or.lat.lt.bmin) cycle
l=lon
b=lat
phi=l*dr
theta=(90.0+b)*dr
dOmega=sin(theta)*(delta*dr)**2
sumd_r=0.0d0
do ir=0,nr-1
r=rmin+ir*rstep
dV=r*r*rstep*dOmega
x0=r*sin(theta)*cos(phi)-rEarth
y0=r*sin(theta)*sin(phi)
z0=r*cos(theta)-zEarth
R0=dsqrt(x0**2+y0**2+z0**2)
phi0=datan2(y0,x0)!-pi..pi
theta0=dacos(z0/R0)!0..pi
model=modelrxte(x0,y0,z0,R0,theta0,phi0)
Flux=model*dV/r/r/4/pi
sumd_r=sumd_r+Flux
sumd=sumd+model*dV
totFlux=totFlux+Flux
enddo
aitmap(j,k)=sumd_r
write(unit,'(2f9.3,1pe14.4)'),lon,lat,aitmap(j,k)
else
call ftgerr(status,comment)
!print *,comment
!stop
cycle
status=0
endif
enddo
enddo
close(unit)
call ftfiou(unit,status)
print*,'Total Flux',totFlux
print*,'Integral ',sumd
! In oder to convert pixel value of the map to flux in this pixel, you need to multiply by Lsun/kpc**2=4.01831e-10
! Lsun=3.826e+33 erg/s, kpc=3.08568e+21 cm
outfile='modelrxte_ait_3to20keV_flux.fits'
call deletefile(outfile,status)
call write_image_xy(outfile,aitmap,xrval,yrval,xrpix,yrpix,xinc,yinc,rot,sx,sy,nmapm)
200 end
real*8 function modelrxte(X,Y,Z,R,theta,phi)
implicit none
real*8 dr,rd
parameter (dr=0.0174533,rd=57.2958)
real*8, intent(in) :: R,theta,phi
REAL*8 X,Y,Z
REAL*8 Xt,Yt,Zt
REAL*8 X0,Y0,Z0,Rdisk,Rt,Rmax,Rm,BarRmax,Rxy,r0,BarCutoff
REAL*8 BarTilt,Zdisk,rhobulge0,rhobulge,rhodisk,rhodisk0
parameter (BarTilt=(180d0-29.0)*dr,BarRmax=2.4)
parameter (X0=3.4,Y0=1.2,Z0=1.12,Rdisk=2.5,Zdisk=0.13,Rm=3.0)
real*8 Lsun
parameter(Lsun = 3.826e+33)
modelrxte=0.0
rhobulge0=1.0
! Mikej bulge luminosity 3.9+/-0.5 x 10^37 erg/s = 1.02e4 Lsun
! bulge volume without BarCutoff = 42.599
rhobulge0=1.02e4/42.599
Rmax=10.0
rhodisk0=1.0
! disk volume = 4.82471
! Mikej disk lumin ~10e37 = 26137 Lsun
rhodisk0=2.6137e4/4.82471
Xt=X*dcos(BarTilt)-Y*dsin(BarTilt)
Yt=X*dsin(BarTilt)+Y*dcos(BarTilt)
Zt=Z
r0=0.5
Rxy=dsqrt( (Xt)**2 + (Yt)**2 )
BarCutoff=1 .0
if(Rxy.gt.BarRmax) then
BarCutoff=dexp(-Rxy**2/2/r0**2)
endif
Rt=dsqrt((Xt/X0)**2 + (Yt/Y0)**2 + (Zt/Z0)**2)
! Avoid singularity in GC, say close than 1pc
if(Rt.lt.0.05) Rt=0.05
rhobulge = rhobulge0*Rt**(-1.8)*exp(-Rt**3)*BarCutoff
rhodisk = 0.0
if(R.lt.Rmax) then
rhodisk=rhodisk0*dexp(-(Rm/R)**3 -R/Rdisk -dabs(Z)/Zdisk)
endif
modelrxte=rhodisk+rhobulge
!check, volume should be 4/3*pi = 4.18879
!modelrxte=0.0
!if(R.lt.15.0) modelrxte=1.0
return
end function modelrxte

BIN
data/allsky/modelrxte_ait_3to20keV_flux_004deg.fits Normal file
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data/allsky/modelrxte_ait_3to20keV_flux_006deg.fits Normal file
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data/allsky/modelrxte_ait_3to20keV_flux_01deg.fits Normal file
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BIN
data/allsky/modelrxte_ait_3to20keV_flux_02deg.fits Normal file
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data/allsky/modelrxte_ait_3to20keV_flux_03deg.fits Normal file
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BIN
data/allsky/modelrxte_ait_3to20keV_flux_04deg.fits Normal file
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0
data/modelrxte_ait_3to20keV_flux_1deg.fits → data/allsky/modelrxte_ait_3to20keV_flux_1deg.fits
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0
data/modelrxte_ait_3to20keV_flux_2deg.fits → data/allsky/modelrxte_ait_3to20keV_flux_2deg.fits
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18
data/xspec/LON+20_bremms.xcm Normal file
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@ -0,0 +1,18 @@
method leven 10 0.01
abund angr
xsect vern
cosmo 70 0 0.73
xset delta 0.01
systematic 0
model cflux*bremss + cflux*powerlaw
20 -0.1 0 0 1e+06 1e+06
60 -0.1 0 0 1e+06 1e+06
-9.0642 0.01 -100 -100 100 100
20.3536 1 0.0001 0.0001 100 200
1e-05 -1 0 0 1e+20 1e+24
80 -0.1 0 0 1e+06 1e+06
200 -0.1 0 0 1e+06 1e+06
-11.2811 0.01 -100 -100 100 100
-1.5 -1 -3 -2 9 10
1e-05 -1 0 0 1e+20 1e+24
bayes off

5
scripts/02_grxe_resid.py
View File

@ -60,7 +60,7 @@ mjd = data.field('mjd')
clean = data.field('clean')
phase = data.field('phase')
obsid0=[]
rev0=[]
phase0=[]
clean0=[]
@ -133,6 +133,7 @@ for i, row in df.iterrows():
r1 = bgdmodel[orbit]['r1'] # nearest left orbit used for calibration
r2 = bgdmodel[orbit]['r2'] # nearest right orbit used for calibration
obsid0.append(obsid)
c0.append(c)
base0.append(abs(orbit - int(np.min([r1,r2]))))
clean0.append(clean[i])
@ -160,7 +161,7 @@ indices = sorted(
)
coldefs = fits.ColDefs([
#fits.Column(name='OBSID', format='11A', array=[obs_id[index] for index in indices]),
fits.Column(name='OBSID', format='11A', array=[obsid0[index] for index in indices]),
#fits.Column(name='RA', format='D', unit='deg', array=[ra[index] for index in indices]),
#fits.Column(name='DEC', format='D', unit='deg', array=[dec[index] for index in indices]),
fits.Column(name='LON', format='D', unit='deg', array=[lon0[index] for index in indices]),

75
scripts/03_grxe_map.py
View File

@ -56,7 +56,7 @@ minmax=[-300,800]
sigma=3
maxiters=10
modelrxte="modelrxte_ait_3to20keV_flux_2deg.fits"
modelrxte="allsky/modelrxte_ait_3to20keV_flux_2deg.fits"
hdulist = fits.open(datadir+modelrxte)
w = wcs.WCS(hdulist[0].header)
smap =hdulist[0].data
@ -87,6 +87,10 @@ sign_map = np.array([[0.0 for i in range(sx)] for j in range(sy)])
sem_map = np.array([[0.0 for i in range(sx)] for j in range(sy)])
cnt_map = np.array([[0 for i in range(sx)] for j in range(sy)])
obsid_map = {}
grxe_map = {}
grxe_err_map = {}
for i in range(sx):
for j in range(sy):
world = w.wcs_pix2world([(i+1,j+1)], 1)
@ -94,6 +98,9 @@ for i in range(sx):
lat = world[0][1]
if(np.isnan(lon) or np.isnan(lat)):
continue
ds9i=i+1
ds9j=j+1
df0 = df.query('DS9X == {} & DS9Y == {}'.format(ds9i,ds9j))
@ -104,8 +111,17 @@ for i in range(sx):
#print("***",i+1,j+1,lon,lat,smap[j][i])
#for i0,row0 in df0.iterrows():
# print(row0['LON'],row0['LAT'],row0['GRXE'])
grxe_err = np.array(df0['GRXE_ERR'])
perc = np.percentile(grxe_err, grxe_err_cut, axis=0, keepdims=False)
print("{} {}: {}% cut of GRXE ERR: {:.2f} mCrab".format(key,enkey,grxe_err_cut,perc))
df0 = df.query('DS9X == {} & DS9Y == {} & GRXE_ERR < {}'.format(ds9i,ds9j,perc))
if (len(df0) <= nscw_min):
continue
obsid = np.array(df0['OBSID'])
grxe = np.array(df0['GRXE'])
grxe_err = np.array(df0['GRXE_ERR'])
sg_mean, sg_med, sg_std = sigma_clipped_stats(grxe, sigma=sigma, maxiters=maxiters)
filtered_data = sigma_clip(grxe, sigma=sigma, maxiters=maxiters, return_bounds=True)
@ -115,6 +131,7 @@ for i in range(sx):
# final error on flux measurement ~RMS/sqrt(n)
sg_sem = sem(grxe[filtered_grxe.mask==False])
obsid=obsid[filtered_grxe.mask==False]
#print("Sigma clipping: mean {:.2f} med {:.2f} std {:.2f} sem {:.2f}".format(sg_mean, sg_med, sg_std, sg_sem))
@ -127,7 +144,14 @@ for i in range(sx):
sign_map[j][i] = sg_mean/sg_sem
cnt_map[j][i] = df0.shape[0]
dkey="{:04d}{:04d}".format(j,i)
obsid_map[dkey] = obsid
grxe_map[dkey] = grxe
grxe_err_map[dkey] = grxe_err
""" Filter by error map """
# Calculate the percentiles across the x and y dimension
perc = np.percentile(sem_map, sem_cut, axis=(0, 1), keepdims=False)
@ -153,3 +177,52 @@ hdulist.writeto(mapsdir+fn.replace(".fits",".cnt.fits"),overwrite=True)
hdulist[0].data=sign_map
hdulist.writeto(mapsdir+fn.replace(".fits",".sign.fits"),overwrite=True)
sys.exit()
print("Prepare data for fine map")
obsid_list=[]
grxe_list=[]
grxe_err_list=[]
for i in range(sx):
for j in range(sy):
""" Use mask """
if not (cnt_map[j][i]>0):
continue
world = w.wcs_pix2world([(i+1,j+1)], 1)
lon = world[0][0]
lat = world[0][1]
if(np.isnan(lon) or np.isnan(lat)):
continue
ds9i=i+1
ds9j=j+1
df0 = df.query('DS9X == {} & DS9Y == {}'.format(ds9i,ds9j))
if (len(df0) <= nscw_min):
continue
dkey="{:04d}{:04d}".format(j,i)
for scw in obsid_map[dkey]:
obsid_list.append(scw.decode("UTF-8"))
for grxe in grxe_map[dkey]:
grxe_list.append(grxe)
for grxe in grxe_err_map[dkey]:
grxe_err_list.append(grxe)
coldefs = fits.ColDefs([
fits.Column(name='OBSID', format='11A', array=obsid_list),
])
fout = fn.replace(".fits",".grxe.fits")
hdu = fits.BinTableHDU.from_columns(coldefs, name='GRXE')
hdu.header['MISSION'] = ('INTEGRAL', '')
#hdu.header['TELESCOP'] = (outkey, '')
hdu.header['INSTITUT'] = ('IKI', 'Affiliation')
hdu.header['AUTHOR'] = ('Roman Krivonos', 'Responsible person')
hdu.header['EMAIL'] = ('krivonos@cosmos.ru', 'E-mail')
#hdu.add_checksum()
print(hdu.columns)
hdu.writeto(proddir+fout, overwrite=True)
with fits.open(proddir+fout, mode='update') as hdus:
hdus[1].add_checksum()

8
scripts/03_grxe_spec.py
View File

@ -88,7 +88,7 @@ for skey in skeys:
grxe_err = np.array(df['GRXE_ERR'])
perc = np.percentile(grxe_err, grxe_err_cut, axis=0, keepdims=False)
print("{} {}: {}% cut of GRXE ERR: {:.2f} mCrab".format(skey,enkey,sem_cut,perc))
print("{} {}: {}% cut of GRXE ERR: {:.2f} mCrab".format(skey,enkey,grxe_err_cut,perc))
idx=np.where(grxe_err < perc)
grxe=grxe[idx]
grxe_err=grxe_err[idx]
@ -105,9 +105,9 @@ for skey in skeys:
print("{}: mean {:.2f} med {:.2f} std {:.2f} sem {:.2f} N={}".format(enkey, sg_mean, sg_med, sg_std, sg_sem, len(grxe[filtered_grxe.mask==False])))
#sg_sem*=1.5
#if(sg_mean<0.0):
# sg_mean=1e-6
# sg_sem*=2
if(sg_mean<0.0):
sg_mean=1e-6
#sg_sem*=2
ebands0[enkey]=[sg_mean,sg_sem]