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statistics.f90
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statistics.f90
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subroutine statistics()
use vars
use rad, only: qrad, do_output_clearsky_heating_profiles, radqrclw, radqrcsw
use tracers
use params
use hbuffer
use instrument_diagnostics, only: compute_instr_diags
implicit none
real mse(nzm)
real dse(nzm)
real sse(nzm)
real tpz(nzm)
real tlz(nzm)
real tvz(nzm)
real qcz(nzm)
real qiz(nzm)
real tez(nzm)
real qvz(nzm)
real qrz(nzm)
real qsz(nzm)
real relhz(nzm)
real u2z(nzm)
real v2z(nzm)
real w2z(nzm)
real w22(nzm)
real w3z(nzm)
real skw(nzm)
real t2z(nzm)
real tqz(nzm)
real q2z(nzm)
real qc2z(nzm)
real qi2z(nzm)
real qs2z(nzm)
real tkez(nzm)
real fadv(nz)
real shear(nz)
real shearx(nzm)
real sheary(nzm)
real presx(nzm)
real presy(nzm)
real twgrad(nzm)
real qwgrad(nzm)
real swgrad(nzm)
real tvwle(nzm)
real qcwle(nzm)
real qiwle(nzm)
real aup(nzm)
real wcl(nzm)
real ucl(nzm)
real vcl(nzm)
real tcl(nzm)
real tacl(nzm)
real tvcl(nzm)
real qcll(nzm)
real qccl(nzm)
real qicl(nzm)
real qpcl(nzm)
real twcl(nzm)
real qwcl(nzm)
real tvwcl(nzm)
real qcwcl(nzm)
real qiwcl(nzm)
real wacl(nzm)
real cld(nzm)
real cldd(nzm)
real cldcumup1(nzm), cldcumup2(nzm), tmpcwp
real cldcumdn1(nzm), cldcumdn2(nzm), cwp_threshold1, cwp_threshold2
real hydro(nzm)
real qsatwz(nzm)
real tvirt(nx,ny,nzm)
integer i,j,k,n,ntr
real qcc,qii,qrr,qss,lstarn,lstarp,coef,coef1
real factor_xy, factor_n, tmp(4), tmp1(4)
real buffer(nzm,6),buffer1(nzm,6)
real prof1(nzm),prof2(nzm),prof3(nzm),prof4(nzm)
real cwpmax,cwp(nx,ny),cwpl(nx,ny),cwpm(nx,ny),cwph(nx,ny)
logical condition, condition_cl
real zero(nzm)
integer topind(nx,ny),z_inv_ind(nx,ny),z_base_ind(nx,ny),z_top_ind(nx,ny),ncloud
real zzz,grad_max(nx,ny),grad
!========================================================================
! UW ADDITIONS
real tvcla(nzm)!kzm added Apr. 7,2004 for thetav anomalies
real wstar3(nzm) !bloss added 11/04/05
!bloss: momentum flux statistics for cloud, up/downdraft cores
real, dimension(nzm) :: uwsbcl, vwsbcl, uwlecl, vwlecl, &
uadv, vadv, udiff, vdiff
real :: uwsubgrid, vwsubgrid, uwresolved, vwresolved
!bloss: new stuff for conditionally-averaged statistics (i.e. cloud, core, etc.)
integer ncond, jb, kc, kb
character(LEN=6) :: statname
real :: tmprhow, tmpmse, tmpqt
!bloss: conditional u,v anomalies, pressure gradients
real, dimension(nzm) :: ucla, vcla, dpdxcl, dpdycl, dpdzcl
!bloss: frozen moist static energy
real, dimension(nzm) :: fmse, fmsecla
!bloss: mass flux and mass-flux weighted stats in conditional category
real, dimension(nzm) :: rhowcl, rhowmsecl, rhowtlcl, rhowqtcl, &
rhowmsecla, rhowtlcla, rhowqtcla, rhouwcl, rhovwcl, rhowwcl, &
rhowtvcl, rhowtvcla
real :: relhobs(nzm)
! END UW ADDITIONS
!========================================================================
call t_startf('statistics')
factor_xy = 1./float(nx*ny)
factor_n = 1./float(nsubdomains)
!bloss: Additional calls to boundaries so that clean momentum flux
! budgets can be computed.
!----------------------------------------------------------
! Update the subdomain's boundaries for velocity
call boundaries(0)
!---------------------------------------------------------
! Update boundaries for the SGS exchange coefficients:
call boundaries(4)
!-----------------------------------------------
! Mean thermodynamics profiles:
!-----------------------------------------------
do k=1,nzm
dse(k)=0.
mse(k)=0.
sse(k)=0.
tpz(k) = 0.
tlz(k) = 0.
tvz(k) = 0.
tez(k) = 0.
qvz(k) = 0.
qcz(k) = 0.
qiz(k) = 0.
qrz(k) = 0.
qsz(k) = 0.
qsatwz(k)=0.
relhz(k)=0.
prof1(k)=0.
prof2(k)=0.
prof3(k)=0.
zero(k)=0.
do j=1,ny
do i=1,nx
qcc=qcl(i,j,k)
qii=qci(i,j,k)
qrr=qpl(i,j,k)
qss=qpi(i,j,k)
qrz(k)=qrz(k)+qrr
qsz(k)=qsz(k)+qss
qcz(k)=qcz(k)+qcc
qiz(k)=qiz(k)+qii
prof1(k)=prof1(k)+qcc+qii
prof2(k)=prof2(k)+qrr+qss
prof3(k)=prof3(k)+qcc+qii+qrr+qss
tmp(1)=tabs(i,j,k)*prespot(k)
tpz(k)=tpz(k)+tmp(1)
tlz(k)=tlz(k)+tmp(1)*(1.-fac_cond*(qcl(i,j,k)+qci(i,j,k))/tabs(i,j,k))
tvirt(i,j,k)=tmp(1)*(1.+epsv*qv(i,j,k)-(qcl(i,j,k)+qci(i,j,k))-(qpl(i,j,k)+qpi(i,j,k)))
tvz(k)=tvz(k)+tvirt(i,j,k)
tez(k)=tez(k)+tabs(i,j,k)+gamaz(k)+fac_cond*qv(i,j,k)-fac_fus*(qii+qss)
qvz(k) =qvz(k)+qv(i,j,k)
dse(k)=dse(k)+tabs(i,j,k)+gamaz(k)
mse(k)=mse(k)+tabs(i,j,k)+gamaz(k)+fac_cond*qv(i,j,k)
sse(k)=sse(k)+tabs(i,j,k)+gamaz(k)+fac_cond*qsatw(tabs(i,j,k),pres(k))
qsatwz(k) = qsatwz(k)+qsatw(tabs(i,j,k),pres(k))
relhz(k)=relhz(k)+qv(i,j,k)/qsatw(tabs(i,j,k),pres(k))
end do
end do
end do
call hbuf_avg_put('TL',t,dimx1_s,dimx2_s,dimy1_s,dimy2_s,nzm,1.)
call hbuf_avg_put('TABS',tabs,1,nx, 1,ny, nzm,1.)
call hbuf_avg_put('U',u+ug,dimx1_u,dimx2_u,dimy1_u,dimy2_u,nzm,1.)
call hbuf_avg_put('V',v+vg,dimx1_v,dimx2_v,dimy1_v,dimy2_v,nzm,1.)
call hbuf_avg_put('QT',qv+qcl+qci,1,nx,1,ny,nzm,1.e3)
call hbuf_put('TABSOBS',tg0,1.)
call hbuf_put('QVOBS',qg0,1.e3)
call hbuf_avg_put('UXGRID',u,dimx1_u,dimx2_u,dimy1_u,dimy2_u,nzm,1.)
call hbuf_avg_put('VXGRID',v,dimx1_v,dimx2_v,dimy1_v,dimy2_v,nzm,1.)
if(nudge_to_sounding_winds) then
!bloss: If nudging to sounding wind, output sounding as [UV]OBS
call hbuf_put('UOBS',usounding0+ug,1.)
call hbuf_put('VOBS',vsounding0+vg,1.)
if(donudging_uv) then
call hbuf_put('UBIAS',u0-usounding0,1.)
call hbuf_put('VBIAS',v0-vsounding0,1.)
end if
else
!bloss: Otherwise, output geostrophic wind as [UV]OBS
call hbuf_put('UOBS',ug0+ug,1.)
call hbuf_put('VOBS',vg0+vg,1.)
if(donudging_uv) then
call hbuf_put('UBIAS',u0-ug0,1.)
call hbuf_put('VBIAS',v0-vg0,1.)
end if
end if
if(docoriolis) then
!bloss: if coriolis is on, output geostrophic wind explicitly
call hbuf_put('UGEOSTR',ug0+ug,1.)
call hbuf_put('VGEOSTR',vg0+vg,1.)
end if
call hbuf_put('WOBS',wsub,1.)
call hbuf_put('TTEND',ttend,86400.)
call hbuf_put('QTEND',qtend,86400.*1.e3)
call hbuf_put('DSE',dse,factor_xy)
call hbuf_put('MSE',mse,factor_xy)
call hbuf_put('SSE',sse,factor_xy)
call hbuf_put('THETA',tpz,factor_xy)
call hbuf_put('THETAL',tlz,factor_xy)
call hbuf_put('THETAV',tvz,factor_xy)
call hbuf_put('THETAE',tez,factor_xy)
call hbuf_put('PRES',pres,1.)
call hbuf_put('RHO',rho,1.)
call hbuf_put('QV',qvz,1.e3*factor_xy)
call hbuf_put('QCL',qcz,1.e3*factor_xy)
call hbuf_put('QCI',qiz,1.e3*factor_xy)
call hbuf_put('QPL',qrz,1.e3*factor_xy)
call hbuf_put('QPI',qsz,1.e3*factor_xy)
call hbuf_put('QN',prof1,1.e3*factor_xy)
call hbuf_put('QP',prof2,1.e3*factor_xy)
call hbuf_put('QCOND',prof3,1.e3*factor_xy)
call hbuf_put('QSAT',qsatwz,1.e3*factor_xy)
call hbuf_put('RELH',relhz,100.*factor_xy)
!bloss(2018-11-29): Add bias outputs
do k = 1,nzm
relhobs(k)=qg0(k)/qsatw(tg0(k),pres(k))
end do
call hbuf_put('TBIAS',tabs0-tg0,1.)
call hbuf_put('QBIAS',factor_xy*(qvz+qcz)-qg0,1.e3)
call hbuf_put('RELHBIAS',factor_xy*relhz-relhobs,100.)
!-------------------------------------------------------------
! Fluxes:
!-------------------------------------------------------------
do k=1,nzm
tmp(1) = dz/rhow(k)
tmp(2) = tmp(1) / dtn
uwsb(k) = uwsb(k) * tmp(1)
vwsb(k) = vwsb(k) * tmp(1)
twsb(k) = twsb(k) * tmp(1) * rhow(k) * cp
uwle(k) = uwle(k)*tmp(1) + uwsb(k)
vwle(k) = vwle(k)*tmp(1) + vwsb(k)
twle(k) = twle(k)*tmp(2)*rhow(k)*cp + twsb(k)
if(dotracers) then
do ntr=1,ntracers
trwsb(k,ntr) = trwsb(k,ntr) * tmp(1)*rhow(k)
trwle(k,ntr) = trwle(k,ntr) * tmp(2)*rhow(k) + trwsb(k,ntr)
end do
end if
end do
uwle(nz) = 0.
vwle(nz) = 0.
uwsb(nz) = 0.
vwsb(nz) = 0.
call hbuf_put('UW',uwle,factor_xy)
call hbuf_put('VW',vwle,factor_xy)
call hbuf_put('UWSB',uwsb,factor_xy)
call hbuf_put('VWSB',vwsb,factor_xy)
call hbuf_put('TLFLUX',twle,factor_xy)
call hbuf_put('TLFLUXS',twsb,factor_xy)
call hbuf_put('PRECIP',precflux,factor_xy/dt*dz*86400./(nstatis+1.e-5))
do j=1,ny
do i=1,nx
precsfc(i,j)=precsfc(i,j)*dz/dt*86400./(nstatis+1.e-5)
if(precsfc(i,j).gt.0.1) s_ar = s_ar + 1.
if(precsfc(i,j)/86400./rhow(1).gt.3.65e-5) s_arthr = s_arthr + 1.
end do
end do
precmax = maxval(precsfc(:,:))
precmean = precmean+sum(precsfc(:,:))
prec2 = prec2+sum(precsfc(:,:)**2)
do k=1,nzm
tvz(k) = 0.
qcz(k) = 0.
qiz(k) = 0.
qsatwz(k) = 0.
prof1(k)=0.
prof2(k)=0.
do j=1,ny
do i=1,nx
tvz(k) = tvz(k) + tvirt(i,j,k)
qcz(k) = qcz(k) + qcl(i,j,k)
qiz(k) = qiz(k) + qci(i,j,k)
qsatwz(k) = qsatwz(k)+qsatw(tabs(i,j,k),pres(k))
end do
end do
tvz(k) = tvz(k)*factor_xy
qcz(k) = qcz(k)*factor_xy
qiz(k) = qiz(k)*factor_xy
qsatwz(k) = qsatwz(k)*factor_xy
end do
if(dompi) then
coef1 = 1./float(nsubdomains)
do k=1,nzm
buffer(k,1) = tvz(k)
buffer(k,2) = qcz(k)
buffer(k,3) = qiz(k)
buffer(k,4) = qsatwz(k)
end do
call task_sum_real(buffer,buffer1,nzm*4)
do k=1,nzm
tvz(k) = buffer1(k,1) * coef1
qcz(k) = buffer1(k,2) * coef1
qiz(k) = buffer1(k,3) * coef1
qsatwz(k) = buffer1(k,4) * coef1
end do
end if ! dompi
tvwle(1) = 0.
wstar3(1) = 0. !bloss
qcwle(1) = 0.
qiwle(1) = 0.
do k=2,nzm
tvwle(k) = 0.
wstar3(k) = 0. !bloss
qcwle(k) = 0.
qiwle(k) = 0.
do j=1,ny
do i=1,nx
tvwle(k) = tvwle(k) + 0.5*w(i,j,k)* &
(tvirt(i,j,k-1)-tvz(k-1)+tvirt(i,j,k)-tvz(k))
qcwle(k) = qcwle(k) + 0.5*w(i,j,k)* &
(qcl(i,j,k-1)-qcz(k-1)+ qcl(i,j,k)-qcz(k))
qiwle(k) = qiwle(k) + 0.5*w(i,j,k)* &
(qci(i,j,k-1)-qiz(k-1)+qci(i,j,k)-qiz(k))
prof1(k)=prof1(k)+rho(k)*0.5* &
(w(i,j,k)**2+w(i,j,k+1)**2)*(t(i,j,k)-t0(k))
end do
end do
wstar3(k) = wstar3(k-1) + 2.5*dz*adzw(k)*bet(k)*tvwle(k) !bloss
tvwle(k) = tvwle(k)*rhow(k)*cp
qcwle(k) = qcwle(k)*rhow(k)*lcond
qiwle(k) = qiwle(k)*rhow(k)*lcond
end do
call hbuf_put('TVFLUX',tvwle,factor_xy)
call hbuf_put('QCFLUX',qcwle,factor_xy)
call hbuf_put('QIFLUX',qiwle,factor_xy)
!bloss: UW additions
call hbuf_put('WSTAR3',wstar3,factor_xy) !bloss
!---------------------------------------------------------
! Mean turbulence related profiles:
!-----------------------------------------------------------
do k=1,nzm
u2z(k) = 0.
v2z(k) = 0.
w2z(k) = 0.
w22(k) = 0.
w3z(k) = 0.
aup(k) = 0.
t2z(k) = 0.
tqz(k) = 0.
q2z(k) = 0.
qc2z(k) = 0.
qi2z(k) = 0.
qs2z(k) = 0.
do j=1,ny
do i=1,nx
u2z(k) = u2z(k)+(u(i,j,k)-u0(k))**2
v2z(k) = v2z(k)+(v(i,j,k)-v0(k))**2
w2z(k) = w2z(k)+0.5*(w(i,j,k+1)**2+w(i,j,k)**2)
w22(k) = w22(k)+w(i,j,k)**2
w3z(k) = w3z(k)+0.5*(w(i,j,k+1)**3+w(i,j,k)**3)
t2z(k) = t2z(k)+(t(i,j,k)-t0(k))**2
tqz(k) = tqz(k)+(t(i,j,k)-t0(k))*(qv(i,j,k)+qcl(i,j,k)+qci(i,j,k)-q0(k))
q2z(k) = q2z(k)+(qv(i,j,k)+qcl(i,j,k)+qci(i,j,k)-q0(k))**2
if(w(i,j,k)+w(i,j,k+1).gt.0) aup(k) = aup(k) + 1
end do
end do
skw(k) = w3z(k)/(w2z(k)*factor_xy+1.e-5)**1.5
tkez(k)= 0.5*(u2z(k)+v2z(k)*YES3D+w2z(k))
tvwle(k) = tvwle(k) * bet(k) /(rho(k)*cp)
do j=1,ny
do i=1,nx
qc2z(k) = qc2z(k)+(qcl(i,j,k)-qcz(k))**2
qi2z(k) = qi2z(k)+(qci(i,j,k)-qiz(k))**2
qs2z(k) = qs2z(k)+(qsatw(tabs(i,j,k),pres(k))-qsatwz(k))**2
end do
end do
end do
call hbuf_put('U2',u2z,factor_xy)
call hbuf_put('V2',v2z,factor_xy)
call hbuf_put('W2',w2z,factor_xy)
call hbuf_put('W3',w3z,factor_xy)
call hbuf_put('WSKEW',skw,factor_xy)
call hbuf_put('AUP',aup,factor_xy)
call hbuf_put('TL2',t2z,factor_xy)
call hbuf_put('TQ',tqz,factor_xy)
call hbuf_put('QT2',q2z,1.e6*factor_xy)
call hbuf_put('QC2',qc2z,1.e6*factor_xy)
call hbuf_put('QI2',qi2z,1.e6*factor_xy)
call hbuf_put('QS2',qs2z,1.e6*factor_xy)
call hbuf_put('TKE',tkez,factor_xy)
!-----------------------------------------------------------------
! TKE balance:
shear(1)=0.
shear(nz)=0.
do k=2,nzm
shear(k)=-( (uwle(k)-uwsb(k))*(u0(k)-u0(k-1)) &
+(vwle(k)-vwsb(k))*(v0(k)-v0(k-1))*YES3D )*factor_xy /(dz*adzw(k))
end do
do k=1,nzm
shear(k)=0.5*(shear(k)+shear(k+1))
tkeleadv(k)=tkeleadv(k)-shear(k)
tkelediff(k)=tkelediff(k)-tkelediss(k)
end do
call hbuf_put('ADVTR',tkeleadv,1.)
call hbuf_put('PRESSTR',tkelepress,1.)
call hbuf_put('BUOYA',tkelebuoy,1.)
call hbuf_put('SHEAR',shear,1.)
call hbuf_put('DISSIP',tkelediss,1.)
call hbuf_put('DIFTR',tkelediff,1.)
! damping of TKE by damping layer at top of domain
call hbuf_put('TKEDAMP',tkedamp,factor_xy) !bloss(2019-04-02)
fadv(1)=0.
fadv(nz)=0.
!-----------------------------------------------------------------
! Momentum flux balance:
! UW advection d(w'w'u')/dz:
do k=2,nzm
fadv(k)=0.
do j=1,ny
do i=1,nx
fadv(k)=fadv(k)+w(i,j,k)**2*rhow(k)*0.5* &
( u(i,j,k-1)-u0(k-1)+u(i,j,k)-u0(k))
end do
end do
fadv(k)=fadv(k)*factor_xy
end do
do k=1,nzm
coef=-(fadv(k+1)-fadv(k))/(adz(k)*dz*rho(k))
shearx(k)=momleadv(k,1)-coef
momleadv(k,1)=coef
end do
! VW advection d(w'w'v')/dz:
do k=2,nzm
fadv(k)=0.
do j=1,ny
do i=1,nx
fadv(k)=fadv(k)+w(i,j,k)**2*rhow(k)*0.5* &
( v(i,j,k-1)-v0(k-1)+v(i,j,k)-v0(k))
end do
end do
fadv(k)=fadv(k)*factor_xy
end do
do k=1,nzm
coef=-(fadv(k+1)-fadv(k))/(adz(k)*dz*rho(k))
sheary(k)=momleadv(k,2)-coef
momleadv(k,2)=coef
end do
! UW advection d(p'u')/dz:
do k=1,nz
fadv(k)=0.
if(k.eq.1) then
do j=1,ny
do i=1,nx
fadv(k)=fadv(k)+(1.5*(u(i,j,k)-u0(k))*p(i,j,k)*rho(k)- &
0.5*(u(i,j,k+1)-u0(k+1))*p(i,j,k+1)*rho(k+1))
end do
end do
else if(k.eq.nz) then
do j=1,ny
do i=1,nx
fadv(k)=fadv(k)+(1.5*(u(i,j,k-1)-u0(k-1))*p(i,j,k-1)*rho(k-1)- &
0.5*(u(i,j,k-2)-u0(k-2))*p(i,j,k-2)*rho(k-2))
end do
end do
else
do j=1,ny
do i=1,nx
fadv(k)=fadv(k)+0.5*((u(i,j,k)-u0(k))*p(i,j,k)*rho(k)+ &
(u(i,j,k-1)-u0(k-1))*p(i,j,k-1)*rho(k-1))
end do
end do
end if
fadv(k)=fadv(k)*factor_xy
end do
do k=1,nzm
presx(k)=-(fadv(k+1)-fadv(k))/(adz(k)*dz*rho(k))
end do
! VW advection d(p'v')/dz:
do k=1,nz
fadv(k)=0.
if(k.eq.1) then
do j=1,ny
do i=1,nx
fadv(k)=fadv(k)+(1.5*(v(i,j,k)-v0(k))*p(i,j,k)*rho(k)- &
0.5*(v(i,j,k+1)-v0(k+1))*p(i,j,k+1)*rho(k+1))
end do
end do
else if(k.eq.nz) then
do j=1,ny
do i=1,nx
fadv(k)=fadv(k)+(1.5*(v(i,j,k-1)-v0(k-1))*p(i,j,k-1)*rho(k-1)- &
0.5*(v(i,j,k-2)-v0(k-2))*p(i,j,k-2)*rho(k-2))
end do
end do
else
do j=1,ny
do i=1,nx
fadv(k)=fadv(k)+0.5*((v(i,j,k)-v0(k))*p(i,j,k)*rho(k)+ &
(v(i,j,k-1)-v0(k-1))*p(i,j,k-1)*rho(k-1))
end do
end do
end if
fadv(k)=fadv(k)*factor_xy
end do
do k=1,nzm
presy(k)=-(fadv(k+1)-fadv(k))/(adz(k)*dz*rho(k))
end do
do k=1,nzm
momlepress(k,1)=momlepress(k,1)-presx(k)
momlepress(k,2)=momlepress(k,2)-presy(k)
momlepress(k,3)=momlepress(k,3)-tkelepress(k)
end do
call hbuf_put('WUADV',momleadv(1,1),1.)
call hbuf_put('WUANIZ',momlepress(1,1),1.)
call hbuf_put('WUBUOY',momlebuoy(1,1),1.)
call hbuf_put('WUSHEAR',shearx,1.)
call hbuf_put('WUPRES',presx,1.)
call hbuf_put('WUDIFF',momlediff(1,1),1.)
call hbuf_put('WVADV',momleadv(1,2),1.)
call hbuf_put('WVANIZ',momlepress(1,2),1.)
call hbuf_put('WVBUOY',momlebuoy(1,2),1.)
call hbuf_put('WVSHEAR',sheary,1.)
call hbuf_put('WVPRES',presy,1.)
call hbuf_put('WVDIFF',momlediff(1,2),1.)
call hbuf_put('W2BUOY',momlebuoy(1,3),2.)
call hbuf_put('W2ADV',momleadv(1,3),2.)
call hbuf_put('W2REDIS',momlepress(1,3),2.)
call hbuf_put('W2PRES',tkelepress,2.)
call hbuf_put('W2DIFF',momlediff(1,3),2.)
!-----------------------------------------------------------
! T2 and Q2 variance budget:
do k=1,nzm
q2lediff(k)=q2lediff(k)-q2lediss(k)
t2lediff(k)=t2lediff(k)-t2lediss(k)
end do
call hbuf_put('T2ADVTR',t2leadv,1.)
call hbuf_put('T2GRAD',t2legrad,1.)
call hbuf_put('T2DISSIP',t2lediss,1.)
call hbuf_put('T2DIFTR',t2lediff,1.)
call hbuf_put('T2PREC',t2leprec,1.)
call hbuf_put('Q2ADVTR',q2leadv,1.)
call hbuf_put('Q2GRAD',q2legrad,1.)
call hbuf_put('Q2DISSIP',q2lediss,1.)
call hbuf_put('Q2DIFTR',q2lediff,1.)
call hbuf_put('Q2PREC',q2leprec,1.)
!------------------------------------------------------------------
! HW and QW budgets:
fadv(1)=0.
fadv(nz)=0.
! HW advection d(w'w'h')/dz:
do k=2,nzm
fadv(k)=0.
do j=1,ny
do i=1,nx
fadv(k)=fadv(k)+w(i,j,k)**2*rhow(k)*0.5* &
( t(i,j,k-1)-t0(k-1)+t(i,j,k)-t0(k))
end do
end do
end do
do k=1,nzm
coef=-(fadv(k+1)-fadv(k))/(adz(k)*dz*rho(k))
twgrad(k)=twleadv(k)-coef
twleadv(k)=coef
end do
! QW advection d(w'w'q')/dz:
do k=2,nzm
fadv(k)=0.
do j=1,ny
do i=1,nx
fadv(k)=fadv(k)+w(i,j,k)**2*rhow(k)*0.5* &
( qv(i,j,k-1)+qcl(i,j,k)+qci(i,j,k)-q0(k-1)+qv(i,j,k)+qcl(i,j,k)+qci(i,j,k)-q0(k))
end do
end do
end do
do k=1,nzm
coef=-(fadv(k+1)-fadv(k))/(adz(k)*dz*rho(k))
qwgrad(k)=qwleadv(k)-coef
qwleadv(k)=coef
end do
call hbuf_put('TWADV',twleadv,factor_xy)
call hbuf_put('TWDIFF',twlediff,factor_xy)
call hbuf_put('TWGRAD',twgrad,factor_xy)
call hbuf_put('TWBUOY',twlebuoy,factor_xy)
call hbuf_put('TWPRES',twlepres,factor_xy)
call hbuf_put('TWPREC',twleprec,factor_xy)
call hbuf_put('QWADV',qwleadv,factor_xy)
call hbuf_put('QWDIFF',qwlediff,factor_xy)
call hbuf_put('QWGRAD',qwgrad,factor_xy)
call hbuf_put('QWBUOY',qwlebuoy,factor_xy)
call hbuf_put('QWPRES',qwlepres,factor_xy)
call hbuf_put('QWPREC',qwleprec,factor_xy)
!-------------------------------------------------------------
! Conditional statistics:
!-------------------------------------------------------------
!bloss: Major modification of conditional statistics to allow
! a standard set of averages to be defined using many
! different conditions. Here, the conditions are cloudy,
! updraft core, downdraft core, saturated updraft, saturated
! downdraft and unsaturated environment.
! initialize mask array, which will be one only where the conditional
! is satisfied, and zero everywhere else.
! this is used in MICRO_M2005 to compute conditional averages of
! microphysical transfer rates
condavg_mask(:,:,:,:) = 0.
do k = 1,nzm
if(LES) then
coef=0.
else
coef=min(1.e-5,0.01*qsatw(tabs0(k),pres(k)))
endif
do j = 1,ny
do i = 1,nx
if((icondavg_cld.gt.0).and.(qcl(i,j,k)+qci(i,j,k).gt.coef)) then
condavg_mask(i,j,k,icondavg_cld) = 1. ! cloud
end if
if(icondavg_cor.gt.0) then
! updraft (w>1) core (tv'>0) statistics
! in LES, buoyant cloudy statistics
condition_cl = qcl(i,j,k)+qci(i,j,k).gt.coef
condition = tvirt(i,j,k).gt.tvz(k)
if(CEM) condition=condition.and.w(i,j,k)+w(i,j,k+1).gt.2.
if(LES) condition=condition_cl.and.condition
if(condition) condavg_mask(i,j,k,icondavg_cor) = 1. ! core
end if
if(icondavg_cordn.gt.0) then
! downdraft (w<-1) core (tv'>0) statistics
! in LES, buoyant, saturated or rainy statistics
condition_cl = qcl(i,j,k)+qci(i,j,k).gt.coef &
.or. qpl(i,j,k)+qpi(i,j,k).gt.1.e-4
condition = tvirt(i,j,k).lt.tvz(k)
if(CEM) condition=condition.and.w(i,j,k)+w(i,j,k+1).lt.-2.
if(LES) condition=condition_cl.and.condition
if(condition) condavg_mask(i,j,k,icondavg_cordn) = 1. ! downdraft core
end if
condition_cl = qcl(i,j,k)+qci(i,j,k).gt.coef
if((icondavg_satup.gt.0).AND. &
(condition_cl.AND.w(i,j,k)+w(i,j,k+1).ge.0.)) then
condavg_mask(i,j,k,icondavg_satup) = 1. ! saturated updraft
end if
if((icondavg_satdn.gt.0).AND. &
(condition_cl.AND.w(i,j,k)+w(i,j,k+1).lt.0.)) then
condavg_mask(i,j,k,icondavg_satdn) = 1. ! saturated downdraft
end if
if((icondavg_env.gt.0).AND.(.NOT.condition_cl)) then
condavg_mask(i,j,k,icondavg_env) = 1. ! cloud-free environment
end if
end do
end do
end do
do ncond = 1,ncondavg
cld(:) = 0.
wcl(:) = 0.
ucl(:) = 0.
vcl(:) = 0.
wacl(:) = 0.
tcl(:) = 0.
tacl(:) = 0.
tvcl(:)= 0.
tvcla(:)= 0.
qcll(:) = 0.
qccl(:)= 0.
qicl(:)= 0.
qpcl(:)= 0.
tvwcl(:)= 0.
twcl(:)= 0.
qwcl(:)= 0.
qcwcl(:)= 0.
qiwcl(:)= 0.
dse(:)=0.
mse(:)=0.
sse(:)=0.
!bloss: conditional u,v anomalies
ucla(:) = 0.
vcla(:) = 0.
!bloss: pressure gradients
dpdxcl(:) = 0.
dpdycl(:) = 0.
dpdzcl(:) = 0.
!bloss: add momentum fluxes
uwsbcl(:) = 0.
vwsbcl(:) = 0.
uwlecl(:) = 0.
vwlecl(:) = 0.
!bloss: frozen moist static energy
fmse(:) = 0.
fmsecla(:) = 0.
!bloss: mass flux and mass-flux weighted stats in conditional category
rhowcl(:) = 0.
rhowmsecl(:) = 0.
rhowtlcl(:) = 0.
rhowqtcl(:) = 0.
rhowtvcl(:) = 0.
rhowmsecla(:) = 0.
rhowqtcla(:) = 0.
rhowtlcla(:) = 0.
rhowtvcla(:) = 0.
rhouwcl(:) = 0.
rhovwcl(:) = 0.
rhowwcl(:) = 0.
do k=1,nzm
if(LES) then
coef=0.
else
coef=min(1.e-5,0.01*qsatw(tabs0(k),pres(k)))
endif
kb = max(1,k-1)
kc = min(nzm,k+1)
do j=1,ny
jb = YES3D*(j-1) + (1-YES3D)
do i=1,nx
if(condavg_mask(i,j,k,ncond).gt.0) then
! gather conditional statistics
cld(k)=cld(k) + 1
tmp(1)=0.5*(w(i,j,k+1)+w(i,j,k))
wcl(k) = wcl(k) + tmp(1)
ucl(k) = ucl(k) + u(i,j,k) + ug !bloss: include ground speed
vcl(k) = vcl(k) + v(i,j,k) + vg
ucla(k) = ucla(k) + u(i,j,k) - u0(k) !bloss: u,v anomalies
vcla(k) = vcla(k) + v(i,j,k) - v0(k)
qcc=qcl(i,j,k)
qii=qci(i,j,k)
dse(k)=dse(k)+tabs(i,j,k)+gamaz(k)
mse(k)=mse(k)+tabs(i,j,k)+gamaz(k)+fac_cond*qv(i,j,k)
tcl(k) = tcl(k) + t(i,j,k)
qcll(k) = qcll(k) + (qv(i,j,k)+qcl(i,j,k)+qci(i,j,k))
qccl(k) = qccl(k) + qcc
qicl(k) = qicl(k) + qii
qpcl(k) = qpcl(k) + qpl(i,j,k) + qpi(i,j,k)
tvcl(k) = tvcl(k) + tvirt(i,j,k)
tvcla(k) = tvcla(k) + tvirt(i,j,k) - tvz(k)
tacl(k) = tacl(k) + tabs(i,j,k)
twcl(k) = twcl(k) + t(i,j,k)*0.5*(w(i,j,k+1)+w(i,j,k))
qwcl(k) = qwcl(k) + (qv(i,j,k)+qcl(i,j,k)+qci(i,j,k))*0.5*(w(i,j,k+1)+w(i,j,k))
tvwcl(k) = tvwcl(k)+tvirt(i,j,k)*0.5*(w(i,j,k+1)+w(i,j,k))
qcwcl(k) = qcwcl(k) + qcc*0.5*(w(i,j,k+1)+w(i,j,k))
qiwcl(k) = qiwcl(k) + qii*0.5*(w(i,j,k+1)+w(i,j,k))
!bloss: frozen MSE and anomaly
fmse(k)=fmse(k)+t(i,j,k)+fac_cond*(qv(i,j,k)+qcl(i,j,k)+qci(i,j,k)+qpl(i,j,k)+qpi(i,j,k))
fmsecla(k)=fmsecla(k)+t(i,j,k)-t0(k) &
+fac_cond*(qv(i,j,k)+qcl(i,j,k)+qci(i,j,k)+qpl(i,j,k)+qpi(i,j,k)-q0(k)-qp0(k))
!bloss: pressure gradient forces
dpdxcl(k) = dpdxcl(k) - (p(i,j,k)-p(i-1,j,k))/(dx*rho(k))
dpdycl(k) = dpdycl(k) - (p(i,j,k)-p(i,jb,k))/(dy*rho(k))
dpdzcl(k) = dpdzcl(k) &
- 0.5*(p(i,j,kc)/rho(kc)-p(i,j,k)/rho(k))/(dz*adzw(kc)) &
- 0.5*(p(i,j,k)/rho(k)-p(i,j,kb)/rho(kb))/(dz*adzw(k))
!bloss: add momentum fluxes
if(k.eq.1) then
! surface momentum flux anomaly
uwsubgrid = fluxbu(i,j) !surface momentum flux/drag
vwsubgrid = fluxbv(i,j) !surface momentum flux/drag
uwresolved = 0. ! no resolved momentum flux at surface
vwresolved = 0. ! no resolved momentum flux at surface
else
! momentum flux anomaly above surface
! subgrid
! uwsubgrid = -(0.25*grdf_z(k-1)/dz) &
! *(tk(i,j,k-1)+tk(i-1,j,k-1)+tk(i,j,k)+tk(i-1,j,k)) &
! *( (u(i,j,k)-u(i,j,k-1))/adzw(k) &
! + (w(i,j,k)-w(i-1,j,k))*dz/dx)
! vwsubgrid = -(0.25*grdf_z(k-1)/dz) &
! *(tk(i,j,k-1)+tk(i,jb,k-1)+tk(i,j,k)+tk(i,jb,k)) &
! *( (v(i,j,k)-v(i,j,k-1))/adzw(k) &
! + (w(i,j,k)-w(i,jb,k))*dz/dy)
uwsubgrid = 0.
vwsubgrid = 0.
! resolved
uwresolved = 0.25*(w(i,j,k)+w(i-1,j,k)) &
*(u(i,j,k)+u(i,j,k-1)-u0(k)-u0(k-1))
vwresolved = 0.25*(w(i,j,k)+w(i,jb,k)) &
*(v(i,j,k)+v(i,j,k-1)-v0(k)-v0(k-1))
end if
uwsbcl(k) = uwsbcl(k) + uwsubgrid
vwsbcl(k) = vwsbcl(k) + vwsubgrid
uwlecl(k) = uwlecl(k) + uwresolved + uwsubgrid
vwlecl(k) = vwlecl(k) + vwresolved + vwsubgrid
!bloss: add mass flux and mass flux weighted stats
tmprhow = 0.5*rho(k)*(w(i,j,k+1) + w(i,j,k))
tmpmse = t(i,j,k) &
+ fac_cond*(qv(i,j,k) + qcl(i,j,k) + qci(i,j,k) &
+ qpl(i,j,k) + qpi(i,j,k))
tmpqt = qv(i,j,k) + qcl(i,j,k) + qci(i,j,k)
rhowcl(k) = rhowcl(k) + tmprhow
rhowmsecl(k) = rhowmsecl(k) + tmprhow*tmpmse
rhowmsecla(k) = rhowmsecla(k) &
+ tmprhow*(tmpmse - t0(k) - fac_cond*(q0(k) + qp0(k)))
rhowqtcl(k) = rhowqtcl(k) + tmprhow*tmpqt
rhowqtcla(k) = rhowqtcla(k) + tmprhow*(tmpqt-q0(k))
rhowtlcl(k) = rhowtlcl(k) + tmprhow*(t(i,j,k))
rhowtlcla(k) = rhowtlcla(k) + tmprhow*(t(i,j,k)-t0(k))
rhowtvcl(k) = rhowtvcl(k) + tmprhow*tvirt(i,j,k)
rhowtvcla(k) = rhowtvcla(k) + tmprhow*(tvirt(i,j,k)-tvz(k))
rhouwcl(k) = rhouwcl(k) + tmprhow*(u(i,j,k) - u0(k))
rhovwcl(k) = rhovwcl(k) + tmprhow*(v(i,j,k) - v0(k))
rhowwcl(k) = rhowwcl(k) + rho(k)*0.5*(w(i,j,k)**2 + w(i,j,k+1)**2)
endif
end do
end do
condavg_factor(k,ncond) = condavg_factor(k,ncond)+cld(k)
wacl(k) = wcl(k)
end do
call hbuf_put(TRIM(condavgname(ncond)),cld,factor_xy)
call hbuf_put('W'//TRIM(condavgname(ncond)),wcl,1.)
call hbuf_put('U'//TRIM(condavgname(ncond)),ucl,1.)
call hbuf_put('V'//TRIM(condavgname(ncond)),vcl,1.)
call hbuf_put('DSE'//TRIM(condavgname(ncond)),dse,1.)
call hbuf_put('MSE'//TRIM(condavgname(ncond)),mse,1.)
call hbuf_put('TL'//TRIM(condavgname(ncond)),tcl,1.)
call hbuf_put('TV'//TRIM(condavgname(ncond)),tvcl,1.)
call hbuf_put('TV'//TRIM(condavgname(ncond))//'A',tvcla,1.)
call hbuf_put('TA'//TRIM(condavgname(ncond)),tacl,1.)
call hbuf_put('QT'//TRIM(condavgname(ncond)),qcll,1.e3)
!bloss call hbuf_put('QC'//TRIM(condavgname(ncond)),qccl,1.e3)
!bloss call hbuf_put('QI'//TRIM(condavgname(ncond)),qicl,1.e3)
call hbuf_put('QN'//TRIM(condavgname(ncond)),qccl+qicl,1.e3)
call hbuf_put('QP'//TRIM(condavgname(ncond)),qpcl,1.e3)
call hbuf_put('W'//TRIM(condavgname(ncond))//'A',wacl,factor_xy)
call hbuf_put('TLW'//TRIM(condavgname(ncond)),twcl,factor_xy)
call hbuf_put('TVW'//TRIM(condavgname(ncond)),tvwcl,factor_xy)
call hbuf_put('QTW'//TRIM(condavgname(ncond)),qwcl,factor_xy*1.e3)
call hbuf_put('QCW'//TRIM(condavgname(ncond)),qcwcl,factor_xy*1.e3)
call hbuf_put('QIW'//TRIM(condavgname(ncond)),qiwcl,factor_xy*1.e3)
!bloss: add mass flux and mass-flux weighted MSE/QT/TV and anomalies
call hbuf_put('MF'//TRIM(condavgname(ncond)),rhowcl,factor_xy)
call hbuf_put('MFH'//TRIM(condavgname(ncond)),rhowmsecl,factor_xy)
call hbuf_put('MFTL'//TRIM(condavgname(ncond)),rhowtlcl,factor_xy)
call hbuf_put('MFQT'//TRIM(condavgname(ncond)),rhowqtcl,factor_xy*1.e3)
call hbuf_put('MFTV'//TRIM(condavgname(ncond)),rhowtvcl,factor_xy)
call hbuf_put('RUW'//TRIM(condavgname(ncond)),rhouwcl,factor_xy)
call hbuf_put('RVW'//TRIM(condavgname(ncond)),rhovwcl,factor_xy)
call hbuf_put('RWW'//TRIM(condavgname(ncond)),rhowwcl,factor_xy)
call hbuf_put('MFH'//TRIM(condavgname(ncond))//'A',rhowmsecla,factor_xy)
call hbuf_put('MFTL'//TRIM(condavgname(ncond))//'A',rhowtlcla,factor_xy)
call hbuf_put('MFQT'//TRIM(condavgname(ncond))//'A',rhowqtcla,factor_xy*1.e3)
call hbuf_put('MFTV'//TRIM(condavgname(ncond))//'A',rhowtvcla,factor_xy)
!bloss: add momentum fluxes and horizontal velocity anomalies
call hbuf_put('UW'//TRIM(condavgname(ncond)),uwlecl,1.)
call hbuf_put('VW'//TRIM(condavgname(ncond)),vwlecl,1.)
call hbuf_put('UWSB'//TRIM(condavgname(ncond)),uwsbcl,1.)
call hbuf_put('VWSB'//TRIM(condavgname(ncond)),vwsbcl,1.)
call hbuf_put('U'//TRIM(condavgname(ncond))//'A',ucla,1.)
call hbuf_put('V'//TRIM(condavgname(ncond))//'A',vcla,1.)
!bloss: frozen moist static energy
call hbuf_put('HF'//TRIM(condavgname(ncond)),fmse,1.)
call hbuf_put('HF'//TRIM(condavgname(ncond))//'A',fmsecla,1.)
!bloss: pressure gradient forces
call hbuf_put('UPGF'//TRIM(condavgname(ncond)),dpdxcl,1.)
call hbuf_put('VPGF'//TRIM(condavgname(ncond)),dpdycl,1.)
call hbuf_put('WPGF'//TRIM(condavgname(ncond)),dpdzcl,1.)
end do ! ncond = 1,ncondstats
!-------------------------------------------------------------
! Mass flux, hydrometeor fraction statistics
!-------------------------------------------------------------
do k=1,nzm
hydro(k) = 0.
prof1(k)=0.
prof2(k)=0.
prof3(k)=0.
prof4(k)=0.
if(LES) then
coef=0.
else
coef=min(1.e-5,0.01*qsatw(tabs0(k),pres(k)))
endif
do j=1,ny
do i=1,nx
if(qcl(i,j,k)+qci(i,j,k).gt.coef) then
hydro(k) = hydro(k) + 1
tmp(1)=0.5*(w(i,j,k+1)+w(i,j,k))