;+ ;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) -90<theta<90 ; phi min,max (0,1),(1,1) 0<phi<360 ; ARANGE: fltarr(2), optional, min,max angle bin numbers for integration ; BINS: bytarr(nb), optional, angle bins array for integration ; 0,1=exclude,include, ; nb = dat.ntheta ; BINS: bytarr(na,nb), optional, energy/angle bins array for integration ; 0,1=exclude,include ;PURPOSE: ; Returns the velocity of a beam in units of km/s ;NOTES: ; Function normally called by "get_4dt" to ; generate time series data for "tplot.pro". ; ;CREATED BY: ; J.McFadden 2014-02-27 ;LAST MODIFICATION: ;- function vb_4d,dat2,ENERGY=en,ERANGE=er,EBINS=ebins,ANGLE=an,ARANGE=ar,BINS=bins,MASS=ms,m_int=mi,q=q,mincnt=mincnt if dat2.valid eq 0 then begin print,'Invalid Data' return, 0 endif dat = conv_units(dat2,"counts") ; initially use counts dat = omni4d(dat,/mass) n_e = dat.nenergy if dat.nmass gt 1 then mass = dat.mass*dat.mass_arr else mass = dat.mass data = dat.data energy = dat.energy if n_e eq 64 then nne=4 else nne=3 if n_e eq 48 then nne=5 if keyword_set(en) then begin ind = where(energy lt en[0] or energy gt en[1],count) if count ne 0 then data[ind]=0. endif if keyword_set(ms) then begin ind = where(dat.mass_arr lt ms[0] or dat.mass_arr gt ms[1],count) if count ne 0 then data[ind]=0. ; the following limits the energy range to a few bins around the peak for cruise phase solar wind measurements if dat.time lt time_double('14-10-1') then begin tcnts = total(data,2) maxcnt = max(tcnts,mind) data[0:(mind-nne>0),*]=0. data[((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 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. endif endif if keyword_set(mincnt) then if total(data) lt mincnt then return,0 charge=dat.charge if keyword_set(q) then charge=q if 1 then begin energy=(dat.energy+charge*dat.sc_pot/abs(charge))>0. ; energy/charge analyzer, problems for low energy steps 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)/total((data/v)>1.e-20) endif else begin vd = total(data,1)/total((data/v)>1.e-20,1) endelse return, vd end