source: LMDZ5/trunk/libf/phylmd/cosp/cosp.F90 @ 3024

Last change on this file since 3024 was 2428, checked in by idelkadi, 9 years ago

Mise a jour du simulateur COSP (passage de la version v3.2 a la version v1.4) :

  • mise a jour des sources pour ISCCP, CALIPSO et PARASOL
  • prise en compte des changements de phases pour les nuages (Calipso)
  • rajout de plusieurs diagnostiques (fraction nuageuse en fonction de la temperature, ...)

http://lmdz.lmd.jussieu.fr/Members/aidelkadi/cosp

  • Property copyright set to
    Name of program: LMDZ
    Creation date: 1984
    Version: LMDZ5
    License: CeCILL version 2
    Holder: Laboratoire de m\'et\'eorologie dynamique, CNRS, UMR 8539
    See the license file in the root directory
File size: 31.3 KB
Line 
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24
25#include "cosp_defs.h"
26MODULE MOD_COSP
27  USE MOD_COSP_TYPES
28  USE MOD_COSP_SIMULATOR
29  USE MOD_COSP_MODIS_SIMULATOR
30  IMPLICIT NONE
31
32CONTAINS
33
34
35!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
36!--------------------- SUBROUTINE COSP ---------------------------
37!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
38!#ifdef RTTOV
39!SUBROUTINE COSP(overlap,Ncolumns,cfg,vgrid,gbx,sgx,sgradar,sglidar,isccp,misr,modis,rttov,stradar,stlidar)
40!#else
41SUBROUTINE COSP(overlap,Ncolumns,cfg,vgrid,gbx,sgx,sgradar,sglidar,isccp,misr,modis,stradar,stlidar)
42!#endif
43  ! Arguments
44  integer,intent(in) :: overlap !  overlap type in SCOPS: 1=max, 2=rand, 3=max/rand
45  integer,intent(in) :: Ncolumns
46  type(cosp_config),intent(in) :: cfg   ! Configuration options
47  type(cosp_vgrid),intent(in) :: vgrid   ! Information on vertical grid of stats
48  type(cosp_gridbox),intent(inout) :: gbx
49  type(cosp_subgrid),intent(inout) :: sgx   ! Subgrid info
50  type(cosp_sgradar),intent(inout) :: sgradar ! Output from radar simulator
51  type(cosp_sglidar),intent(inout) :: sglidar ! Output from lidar simulator
52  type(cosp_isccp),intent(inout)   :: isccp   ! Output from ISCCP simulator
53  type(cosp_misr),intent(inout)    :: misr    ! Output from MISR simulator
54  type(cosp_modis),intent(inout)   :: modis   ! Output from MODIS simulator
55!#ifdef RTTOV
56!  type(cosp_rttov),intent(inout)   :: rttov   ! Output from RTTOV
57!#endif
58  type(cosp_radarstats),intent(inout) :: stradar ! Summary statistics from radar simulator
59  type(cosp_lidarstats),intent(inout) :: stlidar ! Summary statistics from lidar simulator
60
61  ! Local variables
62  integer :: Npoints   ! Number of gridpoints
63  integer :: Nlevels   ! Number of levels
64  integer :: Nhydro    ! Number of hydrometeors
65  integer :: Niter     ! Number of calls to cosp_simulator
66  integer :: i_first,i_last ! First and last gridbox to be processed in each iteration
67  integer :: i,Ni
68  integer,dimension(2) :: ix,iy
69  logical :: reff_zero
70  real :: maxp,minp
71  integer,dimension(:),allocatable :: & ! Dimensions nPoints
72                  seed    !  It is recommended that the seed is set to a different value for each model
73                          !  gridbox it is called on, as it is possible that the choice of the same
74                          !  seed value every time may introduce some statistical bias in the results,
75                          !  particularly for low values of NCOL.
76  ! Types used in one iteration
77  type(cosp_gridbox) :: gbx_it
78  type(cosp_subgrid) :: sgx_it
79  type(cosp_vgrid)   :: vgrid_it
80  type(cosp_sgradar) :: sgradar_it
81  type(cosp_sglidar) :: sglidar_it
82  type(cosp_isccp)   :: isccp_it
83  type(cosp_modis)   :: modis_it
84  type(cosp_misr)    :: misr_it
85!#ifdef RTTOV
86!  type(cosp_rttov)   :: rttov_it
87!#endif
88  type(cosp_radarstats) :: stradar_it
89  type(cosp_lidarstats) :: stlidar_it
90
91!++++++++++ Dimensions ++++++++++++
92  Npoints  = gbx%Npoints
93  Nlevels  = gbx%Nlevels
94  Nhydro   = gbx%Nhydro
95
96!++++++++++ Depth of model layers ++++++++++++
97  do i=1,Nlevels-1
98    gbx%dlev(:,i) = gbx%zlev_half(:,i+1) - gbx%zlev_half(:,i)
99  enddo
100  gbx%dlev(:,Nlevels) = 2.0*(gbx%zlev(:,Nlevels) - gbx%zlev_half(:,Nlevels))
101
102!++++++++++ Apply sanity checks to inputs ++++++++++
103!  call cosp_check_input('longitude',gbx%longitude,min_val=0.0,max_val=360.0)
104  call cosp_check_input('longitude',gbx%longitude,min_val=-180.0,max_val=180.0)
105  call cosp_check_input('latitude',gbx%latitude,min_val=-90.0,max_val=90.0)
106  call cosp_check_input('dlev',gbx%dlev,min_val=0.0)
107  call cosp_check_input('p',gbx%p,min_val=0.0)
108  call cosp_check_input('ph',gbx%ph,min_val=0.0)
109  call cosp_check_input('T',gbx%T,min_val=0.0)
110  call cosp_check_input('q',gbx%q,min_val=0.0)
111  call cosp_check_input('sh',gbx%sh,min_val=0.0)
112  call cosp_check_input('dtau_s',gbx%dtau_s,min_val=0.0)
113  call cosp_check_input('dtau_c',gbx%dtau_c,min_val=0.0)
114  call cosp_check_input('dem_s',gbx%dem_s,min_val=0.0,max_val=1.0)
115  call cosp_check_input('dem_c',gbx%dem_c,min_val=0.0,max_val=1.0)
116  ! Point information (Npoints)
117  call cosp_check_input('land',gbx%land,min_val=0.0,max_val=1.0)
118  call cosp_check_input('psfc',gbx%psfc,min_val=0.0)
119  call cosp_check_input('sunlit',gbx%sunlit,min_val=0.0,max_val=1.0)
120  call cosp_check_input('skt',gbx%skt,min_val=0.0)
121  ! TOTAL and CONV cloud fraction for SCOPS
122  call cosp_check_input('tca',gbx%tca,min_val=0.0,max_val=1.0)
123  call cosp_check_input('cca',gbx%cca,min_val=0.0,max_val=1.0)
124  ! Precipitation fluxes on model levels
125  call cosp_check_input('rain_ls',gbx%rain_ls,min_val=0.0)
126  call cosp_check_input('rain_cv',gbx%rain_cv,min_val=0.0)
127  call cosp_check_input('snow_ls',gbx%snow_ls,min_val=0.0)
128  call cosp_check_input('snow_cv',gbx%snow_cv,min_val=0.0)
129  call cosp_check_input('grpl_ls',gbx%grpl_ls,min_val=0.0)
130  ! Hydrometeors concentration and distribution parameters
131  call cosp_check_input('mr_hydro',gbx%mr_hydro,min_val=0.0)
132  ! Effective radius [m]. (Npoints,Nlevels,Nhydro)
133  call cosp_check_input('Reff',gbx%Reff,min_val=0.0)
134  reff_zero=.true.
135  if (any(gbx%Reff > 1.e-8)) then
136     reff_zero=.false.
137      ! reff_zero == .false.
138      !     and gbx%use_reff == .true.   Reff use in radar and lidar
139      !     and reff_zero    == .false.  Reff use in lidar and set to 0 for radar
140  endif
141  if ((.not. gbx%use_reff) .and. (reff_zero)) then ! No Reff in radar. Default in lidar
142        gbx%Reff = DEFAULT_LIDAR_REFF
143        print *, '---------- COSP WARNING ------------'
144        print *, ''
145        print *, 'Using default Reff in lidar simulations'
146        print *, ''
147        print *, '----------------------------------'
148  endif
149 
150  ! Aerosols concentration and distribution parameters
151  call cosp_check_input('conc_aero',gbx%conc_aero,min_val=0.0)
152  ! Checks for CRM mode
153  if (Ncolumns == 1) then
154     if (gbx%use_precipitation_fluxes) then
155        print *, '---------- COSP ERROR ------------'
156        print *, ''
157        print *, 'Use of precipitation fluxes not supported in CRM mode (Ncolumns=1)'
158        print *, ''
159        print *, '----------------------------------'
160        stop
161     endif
162     if ((maxval(gbx%dtau_c) > 0.0).or.(maxval(gbx%dem_c) > 0.0)) then
163        print *, '---------- COSP ERROR ------------'
164        print *, ''
165        print *, ' dtau_c > 0.0 or dem_c > 0.0. In CRM mode (Ncolumns=1), '
166        print *, ' the optical depth (emmisivity) of all clouds must be '
167        print *, ' passed through dtau_s (dem_s)'
168        print *, ''
169        print *, '----------------------------------'
170        stop
171     endif
172  endif
173
174   ! We base the seed in the decimal part of the surface pressure.
175   allocate(seed(Npoints))
176   seed = int(gbx%psfc) ! This is to avoid division by zero when Npoints = 1   
177      ! Roj Oct/2008 ... Note: seed value of 0 caused me some problems + I want to
178      ! randomize for each call to COSP even when Npoints ==1
179   minp = minval(gbx%psfc)
180   maxp = maxval(gbx%psfc)
181   if (Npoints .gt. 1) seed=int((gbx%psfc-minp)/(maxp-minp)*100000) + 1
182   ! Below it's how it was done in the original implementation of the ISCCP simulator.
183   ! The one above is better for offline data, when you may have packed data
184   ! that subsamples the decimal fraction of the surface pressure.
185!    if (Npoints .gt. 1) seed=(gbx%psfc-int(gbx%psfc))*1000000
186
187 
188   if (gbx%Npoints_it >= gbx%Npoints) then ! One iteration gbx%Npoints
189!#ifdef RTTOV
190!        call cosp_iter(overlap,seed,cfg,vgrid,gbx,sgx,sgradar,sglidar,isccp,misr,modis,rttov,stradar,stlidar)
191!#else
192        call cosp_iter(overlap,seed,cfg,vgrid,gbx,sgx,sgradar,sglidar,isccp,misr,modis,stradar,stlidar)
193!#endif
194   else ! Several iterations to save memory
195        Niter = gbx%Npoints/gbx%Npoints_it ! Integer division
196        if (Niter*gbx%Npoints_it < gbx%Npoints) Niter = Niter + 1
197        do i=1,Niter
198            i_first = (i-1)*gbx%Npoints_it + 1
199            i_last  = i_first + gbx%Npoints_it - 1
200            i_last  = min(i_last,gbx%Npoints)
201            Ni = i_last - i_first + 1
202            if (i == 1) then
203                ! Allocate types for all but last iteration
204                call construct_cosp_gridbox(gbx%time,gbx%time_bnds,gbx%radar_freq,gbx%surface_radar,gbx%use_mie_tables, &
205                                            gbx%use_gas_abs,gbx%do_ray,gbx%melt_lay,gbx%k2,Ni,Nlevels, &
206                                            Ncolumns,N_HYDRO,gbx%Nprmts_max_hydro, &
207                                            gbx%Naero,gbx%Nprmts_max_aero,Ni,gbx%lidar_ice_type,gbx%isccp_top_height, &
208                                            gbx%isccp_top_height_direction,gbx%isccp_overlap,gbx%isccp_emsfc_lw, &
209                                            gbx%use_precipitation_fluxes,gbx%use_reff, &
210                                            gbx%plat,gbx%sat,gbx%inst,gbx%nchan,gbx%ZenAng, &
211                                            gbx%Ichan(1:gbx%nchan),gbx%surfem(1:gbx%nchan), &
212                                            gbx%co2,gbx%ch4,gbx%n2o,gbx%co, &
213                                            gbx_it)
214                call construct_cosp_vgrid(gbx_it,vgrid%Nlvgrid,vgrid%use_vgrid,vgrid%csat_vgrid,vgrid_it)
215                call construct_cosp_subgrid(Ni, Ncolumns, Nlevels, sgx_it)
216                call construct_cosp_sgradar(cfg,Ni,Ncolumns,Nlevels,N_HYDRO,sgradar_it)
217                call construct_cosp_sglidar(cfg,Ni,Ncolumns,Nlevels,N_HYDRO,PARASOL_NREFL,sglidar_it)
218                call construct_cosp_isccp(cfg,Ni,Ncolumns,Nlevels,isccp_it)
219                call construct_cosp_modis(cfg, Ni, modis_it)
220                call construct_cosp_misr(cfg,Ni,misr_it)
221!#ifdef RTTOV
222!                call construct_cosp_rttov(Ni,gbx%nchan,rttov_it)
223!#endif
224                call construct_cosp_radarstats(cfg,Ni,Ncolumns,vgrid%Nlvgrid,N_HYDRO,stradar_it)
225                call construct_cosp_lidarstats(cfg,Ni,Ncolumns,vgrid%Nlvgrid,N_HYDRO,PARASOL_NREFL,stlidar_it)
226            elseif (i == Niter) then ! last iteration
227                call free_cosp_gridbox(gbx_it,.true.)
228                call free_cosp_subgrid(sgx_it)
229                call free_cosp_vgrid(vgrid_it)
230                call free_cosp_sgradar(sgradar_it)
231                call free_cosp_sglidar(sglidar_it)
232                call free_cosp_isccp(isccp_it)
233                call free_cosp_modis(modis_it)
234                call free_cosp_misr(misr_it)
235!#ifdef RTTOV
236!                call free_cosp_rttov(rttov_it)
237!#endif
238                call free_cosp_radarstats(stradar_it)
239                call free_cosp_lidarstats(stlidar_it)
240                ! Allocate types for iterations
241                call construct_cosp_gridbox(gbx%time,gbx%time_bnds,gbx%radar_freq,gbx%surface_radar,gbx%use_mie_tables, &
242                                            gbx%use_gas_abs,gbx%do_ray,gbx%melt_lay,gbx%k2,Ni,Nlevels, &
243                                            Ncolumns,N_HYDRO,gbx%Nprmts_max_hydro, &
244                                            gbx%Naero,gbx%Nprmts_max_aero,Ni,gbx%lidar_ice_type,gbx%isccp_top_height, &
245                                            gbx%isccp_top_height_direction,gbx%isccp_overlap,gbx%isccp_emsfc_lw, &
246                                            gbx%use_precipitation_fluxes,gbx%use_reff, &
247                                            gbx%plat,gbx%sat,gbx%inst,gbx%nchan,gbx%ZenAng, &
248                                            gbx%Ichan(1:gbx%nchan),gbx%surfem(1:gbx%nchan), &
249                                            gbx%co2,gbx%ch4,gbx%n2o,gbx%co, &
250                                            gbx_it)
251                ! --- Copy arrays without Npoints as dimension ---
252                gbx_it%dist_prmts_hydro = gbx%dist_prmts_hydro
253                gbx_it%dist_type_aero   = gbx_it%dist_type_aero
254                call construct_cosp_vgrid(gbx_it,vgrid%Nlvgrid,vgrid%use_vgrid,vgrid%csat_vgrid,vgrid_it)
255                call construct_cosp_subgrid(Ni, Ncolumns, Nlevels, sgx_it)
256                call construct_cosp_sgradar(cfg,Ni,Ncolumns,Nlevels,N_HYDRO,sgradar_it)
257                call construct_cosp_sglidar(cfg,Ni,Ncolumns,Nlevels,N_HYDRO,PARASOL_NREFL,sglidar_it)
258                call construct_cosp_isccp(cfg,Ni,Ncolumns,Nlevels,isccp_it)
259                call construct_cosp_modis(cfg,Ni, modis_it)
260                call construct_cosp_misr(cfg,Ni,misr_it)
261!#ifdef RTTOV
262!                call construct_cosp_rttov(Ni,gbx%nchan,rttov_it)
263!#endif
264                call construct_cosp_radarstats(cfg,Ni,Ncolumns,vgrid%Nlvgrid,N_HYDRO,stradar_it)
265                call construct_cosp_lidarstats(cfg,Ni,Ncolumns,vgrid%Nlvgrid,N_HYDRO,PARASOL_NREFL,stlidar_it)
266            endif
267            ! --- Copy sections of arrays with Npoints as dimension ---
268            ix=(/i_first,i_last/)
269            iy=(/1,Ni/)
270            call cosp_gridbox_cpsection(ix,iy,gbx,gbx_it)
271              ! These serve as initialisation of *_it types
272            call cosp_subgrid_cpsection(ix,iy,sgx,sgx_it)
273            if (cfg%Lradar_sim) call cosp_sgradar_cpsection(ix,iy,sgradar,sgradar_it)
274            if (cfg%Llidar_sim) call cosp_sglidar_cpsection(ix,iy,sglidar,sglidar_it)
275            if (cfg%Lisccp_sim) call cosp_isccp_cpsection(ix,iy,isccp,isccp_it)
276            if (cfg%Lmodis_sim) call cosp_modis_cpsection(ix,iy,modis,modis_it)
277            if (cfg%Lmisr_sim)  call cosp_misr_cpsection(ix,iy,misr,misr_it)
278!#ifdef RTTOV
279!            if (cfg%Lrttov_sim) call cosp_rttov_cpsection(ix,iy,rttov,rttov_it)
280!#endif
281            if (cfg%Lradar_sim) call cosp_radarstats_cpsection(ix,iy,stradar,stradar_it)
282            if (cfg%Llidar_sim) call cosp_lidarstats_cpsection(ix,iy,stlidar,stlidar_it)
283!#ifdef RTTOV
284!            call cosp_iter(overlap,seed(ix(1):ix(2)),cfg,vgrid_it,gbx_it,sgx_it,sgradar_it, &
285!                           sglidar_it,isccp_it,misr_it,modis_it,rttov_it,stradar_it,stlidar_it)
286!#else
287            call cosp_iter(overlap,seed(ix(1):ix(2)),cfg,vgrid_it,gbx_it,sgx_it,sgradar_it, &
288                           sglidar_it,isccp_it,misr_it,modis_it,stradar_it,stlidar_it)
289!#endif
290            ! --- Copy results to output structures ---
291            ix=(/1,Ni/)
292            iy=(/i_first,i_last/)
293            call cosp_subgrid_cpsection(ix,iy,sgx_it,sgx)
294            if (cfg%Lradar_sim) call cosp_sgradar_cpsection(ix,iy,sgradar_it,sgradar)
295            if (cfg%Llidar_sim) call cosp_sglidar_cpsection(ix,iy,sglidar_it,sglidar)
296            if (cfg%Lisccp_sim) call cosp_isccp_cpsection(ix,iy,isccp_it,isccp)
297            if (cfg%Lmodis_sim) call cosp_modis_cpsection(ix,iy,modis_it,modis)
298            if (cfg%Lmisr_sim)  call cosp_misr_cpsection(ix,iy,misr_it,misr)
299!#ifdef RTTOV
300!            if (cfg%Lrttov_sim) call cosp_rttov_cpsection(ix,iy,rttov_it,rttov)
301!#endif
302            if (cfg%Lradar_sim) call cosp_radarstats_cpsection(ix,iy,stradar_it,stradar)
303            if (cfg%Llidar_sim) call cosp_lidarstats_cpsection(ix,iy,stlidar_it,stlidar)
304        enddo
305        ! Deallocate types
306        call free_cosp_gridbox(gbx_it,.true.)
307        call free_cosp_subgrid(sgx_it)
308        call free_cosp_vgrid(vgrid_it)
309        call free_cosp_sgradar(sgradar_it)
310        call free_cosp_sglidar(sglidar_it)
311        call free_cosp_isccp(isccp_it)
312        call free_cosp_modis(modis_it)
313        call free_cosp_misr(misr_it)
314!#ifdef RTTOV
315!        call free_cosp_rttov(rttov_it)
316!#endif
317        call free_cosp_radarstats(stradar_it)
318        call free_cosp_lidarstats(stlidar_it)
319   endif
320   deallocate(seed)
321
322   
323END SUBROUTINE COSP
324
325!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
326!--------------------- SUBROUTINE COSP_ITER ----------------------
327!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
328!#ifdef RTTOV
329!SUBROUTINE COSP_ITER(overlap,seed,cfg,vgrid,gbx,sgx,sgradar,sglidar,isccp,misr,modis,rttov,stradar,stlidar)
330!#else
331SUBROUTINE COSP_ITER(overlap,seed,cfg,vgrid,gbx,sgx,sgradar,sglidar,isccp,misr,modis,stradar,stlidar)
332!#endif
333  ! Arguments
334  integer,intent(in) :: overlap !  overlap type in SCOPS: 1=max, 2=rand, 3=max/rand
335  integer,dimension(:),intent(in) :: seed
336  type(cosp_config),intent(in) :: cfg   ! Configuration options
337  type(cosp_vgrid),intent(in) :: vgrid   ! Information on vertical grid of stats
338  type(cosp_gridbox),intent(inout) :: gbx
339  type(cosp_subgrid),intent(inout) :: sgx   ! Subgrid info
340  type(cosp_sgradar),intent(inout) :: sgradar ! Output from radar simulator
341  type(cosp_sglidar),intent(inout) :: sglidar ! Output from lidar simulator
342  type(cosp_isccp),intent(inout)   :: isccp   ! Output from ISCCP simulator
343  type(cosp_misr),intent(inout)    :: misr    ! Output from MISR simulator
344  type(cosp_modis),intent(inout)   :: modis   ! Output from MODIS simulator
345!#ifdef RTTOV
346!  type(cosp_rttov),intent(inout)   :: rttov   ! Output from RTTOV
347!#endif
348  type(cosp_radarstats),intent(inout) :: stradar ! Summary statistics from radar simulator
349  type(cosp_lidarstats),intent(inout) :: stlidar ! Summary statistics from lidar simulator
350
351  ! Local variables
352  integer :: Npoints   ! Number of gridpoints
353  integer :: Ncolumns  ! Number of subcolumns
354  integer :: Nlevels   ! Number of levels
355  integer :: Nhydro    ! Number of hydrometeors
356  integer :: i,j,k
357  integer :: I_HYDRO
358  real,dimension(:,:),pointer :: column_frac_out ! Array with one column of frac_out
359  real,dimension(:,:),pointer :: column_prec_out ! Array with one column of prec_frac
360  integer :: scops_debug=0    !  set to non-zero value to print out inputs for debugging in SCOPS
361  real,dimension(:, :),allocatable :: cca_scops,ls_p_rate,cv_p_rate, &
362                     tca_scops ! Cloud cover in each model level (HORIZONTAL gridbox fraction) of total cloud.
363                               ! Levels are from TOA to SURFACE. (nPoints, nLev)
364  real,dimension(:,:),allocatable :: frac_ls,prec_ls,frac_cv,prec_cv ! Cloud/Precipitation fraction in each model level
365                                                                     ! Levels are from SURFACE to TOA
366  real,dimension(:,:),allocatable :: rho ! (Npoints, Nlevels). Atmospheric density
367  type(cosp_sghydro) :: sghydro   ! Subgrid info for hydrometeors en each iteration
368
369 
370  !++++++++++ Dimensions ++++++++++++
371  Npoints  = gbx%Npoints
372  Ncolumns = gbx%Ncolumns
373  Nlevels  = gbx%Nlevels
374  Nhydro   = gbx%Nhydro
375   
376  !++++++++++ Climate/NWP mode ++++++++++ 
377  if (Ncolumns > 1) then
378        !++++++++++ Subgrid sampling ++++++++++
379        ! Allocate arrays before calling SCOPS
380        allocate(frac_ls(Npoints,Nlevels),frac_cv(Npoints,Nlevels),prec_ls(Npoints,Nlevels),prec_cv(Npoints,Nlevels))
381        allocate(tca_scops(Npoints,Nlevels),cca_scops(Npoints,Nlevels), &
382                ls_p_rate(Npoints,Nlevels),cv_p_rate(Npoints,Nlevels))
383        ! Initialize to zero
384        frac_ls=0.0
385        prec_ls=0.0
386        frac_cv=0.0
387        prec_cv=0.0
388        ! Cloud fractions for SCOPS from TOA to SFC
389        tca_scops = gbx%tca(:,Nlevels:1:-1)
390        cca_scops = gbx%cca(:,Nlevels:1:-1)
391       
392        ! Call to SCOPS
393        ! strat and conv arrays are passed with levels from TOA to SURFACE.
394        call scops(Npoints,Nlevels,Ncolumns,seed,tca_scops,cca_scops,overlap,sgx%frac_out,scops_debug)
395       
396        ! temporarily use prec_ls/cv to transfer information about precipitation flux into prec_scops
397        if(gbx%use_precipitation_fluxes) then
398            ls_p_rate(:,Nlevels:1:-1)=gbx%rain_ls(:,1:Nlevels)+gbx%snow_ls(:,1:Nlevels)+gbx%grpl_ls(:,1:Nlevels)
399            cv_p_rate(:,Nlevels:1:-1)=gbx%rain_cv(:,1:Nlevels)+gbx%snow_cv(:,1:Nlevels)
400        else
401            ls_p_rate(:,Nlevels:1:-1)=gbx%mr_hydro(:,1:Nlevels,I_LSRAIN)+ &
402                                      gbx%mr_hydro(:,1:Nlevels,I_LSSNOW)+ &
403                                      gbx%mr_hydro(:,1:Nlevels,I_LSGRPL)
404            cv_p_rate(:,Nlevels:1:-1)=gbx%mr_hydro(:,1:Nlevels,I_CVRAIN)+ &
405                                      gbx%mr_hydro(:,1:Nlevels,I_CVSNOW)
406        endif
407       
408        call prec_scops(Npoints,Nlevels,Ncolumns,ls_p_rate,cv_p_rate,sgx%frac_out,sgx%prec_frac)
409       
410        ! Precipitation fraction
411        do j=1,Npoints,1
412        do k=1,Nlevels,1
413            do i=1,Ncolumns,1
414                if (sgx%frac_out (j,i,Nlevels+1-k) == I_LSC) frac_ls(j,k)=frac_ls(j,k)+1.
415                if (sgx%frac_out (j,i,Nlevels+1-k) == I_CVC) frac_cv(j,k)=frac_cv(j,k)+1.
416                if (sgx%prec_frac(j,i,Nlevels+1-k) .eq. 1) prec_ls(j,k)=prec_ls(j,k)+1.
417                if (sgx%prec_frac(j,i,Nlevels+1-k) .eq. 2) prec_cv(j,k)=prec_cv(j,k)+1.
418                if (sgx%prec_frac(j,i,Nlevels+1-k) .eq. 3) then
419                    prec_cv(j,k)=prec_cv(j,k)+1.
420                    prec_ls(j,k)=prec_ls(j,k)+1.
421                endif
422            enddo  !i
423            frac_ls(j,k)=frac_ls(j,k)/Ncolumns
424            frac_cv(j,k)=frac_cv(j,k)/Ncolumns
425            prec_ls(j,k)=prec_ls(j,k)/Ncolumns
426            prec_cv(j,k)=prec_cv(j,k)/Ncolumns
427        enddo  !k
428        enddo  !j
429       
430         ! Levels from SURFACE to TOA.
431        if (Npoints*Ncolumns*Nlevels < 10000) then
432            sgx%frac_out(1:Npoints,:,1:Nlevels)  = sgx%frac_out(1:Npoints,:,Nlevels:1:-1)
433            sgx%prec_frac(1:Npoints,:,1:Nlevels) = sgx%prec_frac(1:Npoints,:,Nlevels:1:-1)
434        else
435            ! This is done within a loop (unvectorized) over nPoints to save memory
436            do j=1,Npoints
437                sgx%frac_out(j,:,1:Nlevels)  = sgx%frac_out(j,:,Nlevels:1:-1)
438                sgx%prec_frac(j,:,1:Nlevels) = sgx%prec_frac(j,:,Nlevels:1:-1)
439            enddo
440        endif
441       
442       ! Deallocate arrays that will no longer be used
443        deallocate(tca_scops,cca_scops,ls_p_rate,cv_p_rate)
444
445        ! Populate the subgrid arrays
446        call construct_cosp_sghydro(Npoints,Ncolumns,Nlevels,Nhydro,sghydro)
447        do k=1,Ncolumns
448            !--------- Mixing ratios for clouds and Reff for Clouds and precip -------
449            column_frac_out => sgx%frac_out(:,k,:)
450            where (column_frac_out == I_LSC)     !+++++++++++ LS clouds ++++++++
451                sghydro%mr_hydro(:,k,:,I_LSCLIQ) = gbx%mr_hydro(:,:,I_LSCLIQ)
452                sghydro%mr_hydro(:,k,:,I_LSCICE) = gbx%mr_hydro(:,:,I_LSCICE)
453
454                sghydro%Reff(:,k,:,I_LSCLIQ)     = gbx%Reff(:,:,I_LSCLIQ)
455                sghydro%Reff(:,k,:,I_LSCICE)     = gbx%Reff(:,:,I_LSCICE)
456
457                sghydro%Np(:,k,:,I_LSCLIQ)     = gbx%Np(:,:,I_LSCLIQ)
458                sghydro%Np(:,k,:,I_LSCICE)     = gbx%Np(:,:,I_LSCICE)
459
460            elsewhere (column_frac_out == I_CVC) !+++++++++++ CONV clouds ++++++++
461                sghydro%mr_hydro(:,k,:,I_CVCLIQ) = gbx%mr_hydro(:,:,I_CVCLIQ)
462                sghydro%mr_hydro(:,k,:,I_CVCICE) = gbx%mr_hydro(:,:,I_CVCICE)
463
464                sghydro%Reff(:,k,:,I_CVCLIQ)     = gbx%Reff(:,:,I_CVCLIQ)
465                sghydro%Reff(:,k,:,I_CVCICE)     = gbx%Reff(:,:,I_CVCICE)
466
467                sghydro%Np(:,k,:,I_CVCLIQ)     = gbx%Np(:,:,I_CVCLIQ)
468                sghydro%Np(:,k,:,I_CVCICE)     = gbx%Np(:,:,I_CVCICE)
469
470            end where
471            column_prec_out => sgx%prec_frac(:,k,:)
472            where ((column_prec_out == 1) .or. (column_prec_out == 3) )  !++++ LS precip ++++
473                sghydro%Reff(:,k,:,I_LSRAIN) = gbx%Reff(:,:,I_LSRAIN)
474                sghydro%Reff(:,k,:,I_LSSNOW) = gbx%Reff(:,:,I_LSSNOW)
475                sghydro%Reff(:,k,:,I_LSGRPL) = gbx%Reff(:,:,I_LSGRPL)
476
477                sghydro%Np(:,k,:,I_LSRAIN)     = gbx%Np(:,:,I_LSRAIN)
478                sghydro%Np(:,k,:,I_LSSNOW)     = gbx%Np(:,:,I_LSSNOW)
479                sghydro%Np(:,k,:,I_LSGRPL)     = gbx%Np(:,:,I_LSGRPL)
480            elsewhere ((column_prec_out == 2) .or. (column_prec_out == 3)) !++++ CONV precip ++++
481                sghydro%Reff(:,k,:,I_CVRAIN) = gbx%Reff(:,:,I_CVRAIN)
482                sghydro%Reff(:,k,:,I_CVSNOW) = gbx%Reff(:,:,I_CVSNOW)
483
484                sghydro%Np(:,k,:,I_CVRAIN)     = gbx%Np(:,:,I_CVRAIN)
485                sghydro%Np(:,k,:,I_CVSNOW)     = gbx%Np(:,:,I_CVSNOW)
486            end where
487            !--------- Precip -------
488            if (.not. gbx%use_precipitation_fluxes) then
489                where (column_frac_out == I_LSC)  !+++++++++++ LS Precipitation ++++++++
490                    sghydro%mr_hydro(:,k,:,I_LSRAIN) = gbx%mr_hydro(:,:,I_LSRAIN)
491                    sghydro%mr_hydro(:,k,:,I_LSSNOW) = gbx%mr_hydro(:,:,I_LSSNOW)
492                    sghydro%mr_hydro(:,k,:,I_LSGRPL) = gbx%mr_hydro(:,:,I_LSGRPL)
493                elsewhere (column_frac_out == I_CVC) !+++++++++++ CONV Precipitation ++++++++
494                    sghydro%mr_hydro(:,k,:,I_CVRAIN) = gbx%mr_hydro(:,:,I_CVRAIN)
495                    sghydro%mr_hydro(:,k,:,I_CVSNOW) = gbx%mr_hydro(:,:,I_CVSNOW)
496                end where
497            endif
498        enddo
499        ! convert the mixing ratio and precipitation flux from gridbox mean to the fraction-based values
500        do k=1,Nlevels
501            do j=1,Npoints
502                !--------- Clouds -------
503                if (frac_ls(j,k) .ne. 0.) then
504                    sghydro%mr_hydro(j,:,k,I_LSCLIQ) = sghydro%mr_hydro(j,:,k,I_LSCLIQ)/frac_ls(j,k)
505                    sghydro%mr_hydro(j,:,k,I_LSCICE) = sghydro%mr_hydro(j,:,k,I_LSCICE)/frac_ls(j,k)
506                endif
507                if (frac_cv(j,k) .ne. 0.) then
508                    sghydro%mr_hydro(j,:,k,I_CVCLIQ) = sghydro%mr_hydro(j,:,k,I_CVCLIQ)/frac_cv(j,k)
509                    sghydro%mr_hydro(j,:,k,I_CVCICE) = sghydro%mr_hydro(j,:,k,I_CVCICE)/frac_cv(j,k)
510                endif
511                !--------- Precip -------
512                if (gbx%use_precipitation_fluxes) then
513                    if (prec_ls(j,k) .ne. 0.) then
514                        gbx%rain_ls(j,k) = gbx%rain_ls(j,k)/prec_ls(j,k)
515                        gbx%snow_ls(j,k) = gbx%snow_ls(j,k)/prec_ls(j,k)
516                        gbx%grpl_ls(j,k) = gbx%grpl_ls(j,k)/prec_ls(j,k)
517                    endif
518                    if (prec_cv(j,k) .ne. 0.) then
519                        gbx%rain_cv(j,k) = gbx%rain_cv(j,k)/prec_cv(j,k)
520                        gbx%snow_cv(j,k) = gbx%snow_cv(j,k)/prec_cv(j,k)
521                    endif
522                else
523                    if (prec_ls(j,k) .ne. 0.) then
524                        sghydro%mr_hydro(j,:,k,I_LSRAIN) = sghydro%mr_hydro(j,:,k,I_LSRAIN)/prec_ls(j,k)
525                        sghydro%mr_hydro(j,:,k,I_LSSNOW) = sghydro%mr_hydro(j,:,k,I_LSSNOW)/prec_ls(j,k)
526                        sghydro%mr_hydro(j,:,k,I_LSGRPL) = sghydro%mr_hydro(j,:,k,I_LSGRPL)/prec_ls(j,k)
527                    endif
528                    if (prec_cv(j,k) .ne. 0.) then
529                        sghydro%mr_hydro(j,:,k,I_CVRAIN) = sghydro%mr_hydro(j,:,k,I_CVRAIN)/prec_cv(j,k)
530                        sghydro%mr_hydro(j,:,k,I_CVSNOW) = sghydro%mr_hydro(j,:,k,I_CVSNOW)/prec_cv(j,k)
531                    endif
532                endif 
533            enddo !k
534        enddo !j
535        deallocate(frac_ls,prec_ls,frac_cv,prec_cv)
536       
537        if (gbx%use_precipitation_fluxes) then
538       
539#ifdef MMF_V3p5_TWO_MOMENT
540
541        write(*,*) 'Precipitation Flux to Mixing Ratio conversion not (yet?) supported ', &
542               'for MMF3.5 Two Moment Microphysics'
543        stop
544#else
545            ! Density
546            allocate(rho(Npoints,Nlevels))
547            I_HYDRO = I_LSRAIN
548            call cosp_precip_mxratio(Npoints,Nlevels,Ncolumns,gbx%p,gbx%T,sgx%prec_frac,1., &
549                    n_ax(I_HYDRO),n_bx(I_HYDRO),alpha_x(I_HYDRO),c_x(I_HYDRO),d_x(I_HYDRO), &
550                    g_x(I_HYDRO),a_x(I_HYDRO),b_x(I_HYDRO), &
551                    gamma_1(I_HYDRO),gamma_2(I_HYDRO),gamma_3(I_HYDRO),gamma_4(I_HYDRO), &
552                    gbx%rain_ls,sghydro%mr_hydro(:,:,:,I_HYDRO),sghydro%Reff(:,:,:,I_HYDRO))
553            I_HYDRO = I_LSSNOW
554            call cosp_precip_mxratio(Npoints,Nlevels,Ncolumns,gbx%p,gbx%T,sgx%prec_frac,1., &
555                    n_ax(I_HYDRO),n_bx(I_HYDRO),alpha_x(I_HYDRO),c_x(I_HYDRO),d_x(I_HYDRO), &
556                    g_x(I_HYDRO),a_x(I_HYDRO),b_x(I_HYDRO), &
557                    gamma_1(I_HYDRO),gamma_2(I_HYDRO),gamma_3(I_HYDRO),gamma_4(I_HYDRO), &
558                    gbx%snow_ls,sghydro%mr_hydro(:,:,:,I_HYDRO),sghydro%Reff(:,:,:,I_HYDRO))
559            I_HYDRO = I_CVRAIN
560            call cosp_precip_mxratio(Npoints,Nlevels,Ncolumns,gbx%p,gbx%T,sgx%prec_frac,2., &
561                    n_ax(I_HYDRO),n_bx(I_HYDRO),alpha_x(I_HYDRO),c_x(I_HYDRO),d_x(I_HYDRO), &
562                    g_x(I_HYDRO),a_x(I_HYDRO),b_x(I_HYDRO), &
563                    gamma_1(I_HYDRO),gamma_2(I_HYDRO),gamma_3(I_HYDRO),gamma_4(I_HYDRO), &
564                    gbx%rain_cv,sghydro%mr_hydro(:,:,:,I_HYDRO),sghydro%Reff(:,:,:,I_HYDRO))
565            I_HYDRO = I_CVSNOW
566            call cosp_precip_mxratio(Npoints,Nlevels,Ncolumns,gbx%p,gbx%T,sgx%prec_frac,2., &
567                    n_ax(I_HYDRO),n_bx(I_HYDRO),alpha_x(I_HYDRO),c_x(I_HYDRO),d_x(I_HYDRO), &
568                    g_x(I_HYDRO),a_x(I_HYDRO),b_x(I_HYDRO), &
569                    gamma_1(I_HYDRO),gamma_2(I_HYDRO),gamma_3(I_HYDRO),gamma_4(I_HYDRO), &
570                    gbx%snow_cv,sghydro%mr_hydro(:,:,:,I_HYDRO),sghydro%Reff(:,:,:,I_HYDRO))
571            I_HYDRO = I_LSGRPL
572            call cosp_precip_mxratio(Npoints,Nlevels,Ncolumns,gbx%p,gbx%T,sgx%prec_frac,1., &
573                    n_ax(I_HYDRO),n_bx(I_HYDRO),alpha_x(I_HYDRO),c_x(I_HYDRO),d_x(I_HYDRO), &
574                    g_x(I_HYDRO),a_x(I_HYDRO),b_x(I_HYDRO), &
575                    gamma_1(I_HYDRO),gamma_2(I_HYDRO),gamma_3(I_HYDRO),gamma_4(I_HYDRO), &
576                    gbx%grpl_ls,sghydro%mr_hydro(:,:,:,I_HYDRO),sghydro%Reff(:,:,:,I_HYDRO))
577            if(allocated(rho)) deallocate(rho)
578#endif
579
580        endif
581   !++++++++++ CRM mode ++++++++++
582   else
583      call construct_cosp_sghydro(Npoints,Ncolumns,Nlevels,Nhydro,sghydro)
584      sghydro%mr_hydro(:,1,:,:) = gbx%mr_hydro
585      sghydro%Reff(:,1,:,:) = gbx%Reff
586      sghydro%Np(:,1,:,:) = gbx%Np      ! added by Roj with Quickbeam V3.0
587     
588      !--------- Clouds -------
589      where ((gbx%dtau_s > 0.0))
590             sgx%frac_out(:,1,:) = 1  ! Subgrid cloud array. Dimensions (Npoints,Ncolumns,Nlevels)
591      endwhere
592   endif ! Ncolumns > 1
593 
594   !++++++++++ Simulator ++++++++++
595!#ifdef RTTOV
596!    call cosp_simulator(gbx,sgx,sghydro,cfg,vgrid,sgradar,sglidar,isccp,misr,modis,rttov,stradar,stlidar)
597!#else
598    call cosp_simulator(gbx,sgx,sghydro,cfg,vgrid,sgradar,sglidar,isccp,misr,modis,stradar,stlidar)
599!#endif
600
601    ! Deallocate subgrid arrays
602    call free_cosp_sghydro(sghydro)
603END SUBROUTINE COSP_ITER
604
605END MODULE MOD_COSP
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