;+ ;FUNCTION: vb_4d(dat,ENERGY=en,ERANGE=er,EBINS=ebins,ANGLE=an,ARANGE=ar,BINS=bins,MASS=ms,m_int=mi,q=q,mincnt=mincnt) ;INPUT: ; dat: structure, 4d data structure filled by themis routines mvn_sta_c6.pro, mvn_sta_d0.pro, etc. ;KEYWORDS ; ENERGY: fltarr(2), optional, min,max energy range for integration ; ERANGE: fltarr(2), optional, min,max energy bin numbers for integration ; EBINS: bytarr(na), optional, energy bins array for integration ; 0,1=exclude,include, ; na = dat.nenergy ; ANGLE: fltarr(2,2), optional, angle range for integration ; theta min,max (0,0),(1,0) -900),*]=0. data[((mind+nne)<(n_e-1)):(n_e-1),*]=0. bkg[0:(mind-nne>0),*]=0. bkg[((mind+nne)<(n_e-1)):(n_e-1),*]=0. endif endif ; the following limits the energy range to a few bins around the peak for cruise phase solar wind measurements if 0 then begin if dat.nmass eq 1 then begin if dat.time lt time_double('14-10-1') then begin maxcnt = max(data,mind) data[0:(mind-nne>0)]=0. data[((mind+nne)<(n_e-1)):(n_e-1)]=0. bkg[0:(mind-nne>0)]=0. bkg[((mind+nne)<(n_e-1)):(n_e-1)]=0. endif endif endif if keyword_set(mincnt) then if total(data-bkg) lt mincnt then return, !Values.F_NAN if total(data-bkg) lt 1 then return, !Values.F_NAN charge=dat.charge if keyword_set(q) then charge=q ; this section was modified to set data[ind]=0 for ind that have energy0. ; energy/charge analyzer, problems for low energy steps - this screwed up for negative energies energy=(dat.energy+charge*dat.sc_pot/abs(charge)) ; energy/charge analyzer ind99 = where(energy lt dat.denergy/2.,count) if count ge 1 then begin ; throw out any data where Energy+q*sc_pot is less than denergy/2. data[ind99]=0 bkg[ind99]=0 endif en_jitter = 0.00 de = dat.denergy > en_jitter ind = where(energy lt de/2.,nind) if nind gt 0 then energy[ind] = (energy[ind]>0. + de[ind]/2.) > 0. ; this really endif else begin energy=(dat.energy+charge*dat.sc_pot/abs(charge)) ; energy/charge analyzer, require positive energy en_jitter = 0.00 de = dat.denergy > en_jitter ind = where(energy lt de/2.,nind) if nind gt 0 then energy[ind] = (energy[ind] + de[ind]/2.) > 0. endelse if keyword_set(mi) then v = (2.*energy/(dat.mass*mi))^.5 else v = (2.*energy/mass)^.5 ; km/s note - mass=mass/charge, energy=energy/charge, charge cancels v = v>.001 ; eliminate values too close to zero ; Note f ~ Counts/v^4 = C/v^4 ; dv/v = constant for logrithmic sweep ; vd = integral(fv v^2dv)/integral(f v^2dv) = sum(C/v^4 * v^4 *dv/v)/sum(C/v^4 * v^3 *dv/v) = sum(C)/sum(C/v) ;print,total(data) ;print,minmax(data/v) if keyword_set(ms) then begin vd = total((data-bkg)>0.)/total((((data-bkg)>0.)/v)>1.e-20) endif else begin vd = total((data-bkg)>0.,1)/total((((data-bkg)>0.)/v)>1.e-20,1) endelse return, vd end