source: LMDZ6/trunk/libf/phylmd/cosp2/cosp_optics.F90 @ 4128

Last change on this file since 4128 was 3358, checked in by idelkadi, 6 years ago

Implementation de la nouvelle version COSPv2 dans LMDZ.
Pour compiler avec makelmdz_fcma utiliser l'option "-cosp2 true"
File size: 21.8 KB
RevLine 
[3358]1! %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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29! History:
30! 05/01/15  Dustin Swales - Original version
31!
32! %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
33module cosp_optics
34  USE COSP_KINDS, ONLY: wp,dp
35  USE COSP_MATH_CONSTANTS,  ONLY: pi
36  USE COSP_PHYS_CONSTANTS,  ONLY: rholiq,km,rd,grav
37  USE MOD_MODIS_SIM,        ONLY: get_g_nir,get_ssa_nir,phaseIsLiquid,phaseIsIce
38  implicit none
39 
40  real(wp),parameter ::        & !
41       ice_density   = 0.93_wp   ! Ice density used in MODIS phase partitioning
42
43  interface cosp_simulator_optics
44     module procedure cosp_simulator_optics2D, cosp_simulator_optics3D
45  end interface cosp_simulator_optics
46 
47contains
48  ! ##########################################################################
49  !                          COSP_SIMULATOR_OPTICS
50  !
51  ! Used by: ISCCP, MISR and MODIS simulators
52  ! ##########################################################################
53  subroutine cosp_simulator_optics2D(dim1,dim2,dim3,flag,varIN1,varIN2,varOUT)
54    ! INPUTS
55    integer,intent(in) :: &
56         dim1,   & ! Dimension 1 extent (Horizontal)
57         dim2,   & ! Dimension 2 extent (Subcolumn)
58         dim3      ! Dimension 3 extent (Vertical)
59    real(wp),intent(in),dimension(dim1,dim2,dim3) :: &
60         flag      ! Logical to determine the of merge var1IN and var2IN
61    real(wp),intent(in),dimension(dim1,     dim3) :: &
62         varIN1, & ! Input field 1
63         varIN2    ! Input field 2
64    ! OUTPUTS
65    real(wp),intent(out),dimension(dim1,dim2,dim3) :: &
66         varOUT    ! Merged output field
67    ! LOCAL VARIABLES
68    integer :: j
69   
70    varOUT(1:dim1,1:dim2,1:dim3) = 0._wp
71    do j=1,dim2
72       where(flag(:,j,:) .eq. 1)
73          varOUT(:,j,:) = varIN2
74       endwhere
75       where(flag(:,j,:) .eq. 2)
76          varOUT(:,j,:) = varIN1
77       endwhere
78    enddo
79  end subroutine cosp_simulator_optics2D
80  subroutine cosp_simulator_optics3D(dim1,dim2,dim3,flag,varIN1,varIN2,varOUT)
81    ! INPUTS
82    integer,intent(in) :: &
83         dim1,   & ! Dimension 1 extent (Horizontal)
84         dim2,   & ! Dimension 2 extent (Subcolumn)
85         dim3      ! Dimension 3 extent (Vertical)
86    real(wp),intent(in),dimension(dim1,dim2,dim3) :: &
87         flag      ! Logical to determine the of merge var1IN and var2IN
88    real(wp),intent(in),dimension(dim1,dim2,dim3) :: &
89         varIN1, & ! Input field 1
90         varIN2    ! Input field 2
91    ! OUTPUTS
92    real(wp),intent(out),dimension(dim1,dim2,dim3) :: &
93         varOUT    ! Merged output field
94   
95    varOUT(1:dim1,1:dim2,1:dim3) = 0._wp
96   where(flag(:,:,:) .eq. 1)
97       varOUT(:,:,:) = varIN2
98    endwhere
99    where(flag(:,:,:) .eq. 2)
100       varOUT(:,:,:) = varIN1
101    endwhere
102   
103  end subroutine cosp_simulator_optics3D
104 
105  ! ##############################################################################
106  !                           MODIS_OPTICS_PARTITION
107  !
108  ! For the MODIS simulator, there are times when only a sinlge optical depth
109  ! profile, cloud-ice and cloud-water are provided. In this case, the optical
110  ! depth is partitioned by phase.
111  ! ##############################################################################
112  subroutine MODIS_OPTICS_PARTITION(npoints,nlev,ncolumns,cloudWater,cloudIce,waterSize, &
113                                    iceSize,tau,tauL,tauI)
114    ! INPUTS
115    INTEGER,intent(in) :: &
116         npoints,   & ! Number of horizontal gridpoints
117         nlev,      & ! Number of levels
118         ncolumns     ! Number of subcolumns
119    REAL(wp),intent(in),dimension(npoints,nlev,ncolumns) :: &
120         cloudWater, & ! Subcolumn cloud water content
121         cloudIce,   & ! Subcolumn cloud ice content
122         waterSize,  & ! Subcolumn cloud water effective radius
123         iceSize,    & ! Subcolumn cloud ice effective radius
124         tau           ! Optical thickness
125   
126    ! OUTPUTS
127    real(wp),intent(out),dimension(npoints,nlev,ncolumns) :: &
128         tauL,       & ! Partitioned liquid optical thickness.
129         tauI          ! Partitioned ice optical thickness.
130    ! LOCAL VARIABLES
131    real(wp),dimension(nlev,ncolumns) :: fracL
132    integer                           :: i
133   
134   
135    do i=1,npoints
136       where(cloudIce(i,:, :) <= 0.)
137          fracL(:, :) = 1._wp
138       elsewhere
139          where (cloudWater(i,:, :) <= 0.)
140             fracL(:, :) = 0._wp
141          elsewhere
142             ! Geometic optics limit - tau as LWP/re  (proportional to LWC/re)
143             fracL(:, :) = (cloudWater(i,:, :)/waterSize(i,:, :)) / &
144                  (cloudWater(i,:, :)/waterSize(i,:, :) + cloudIce(i,:, :)/(ice_density * iceSize(i,:, :)) )
145          end where
146       end where
147       tauL(i,:, :) = fracL(:, :) * tau(i,:, :)
148       tauI(i,:, :) = tau(i,:, :) - tauL(i,:, :)
149    enddo
150   
151  end subroutine MODIS_OPTICS_PARTITION
152  ! ########################################################################################
153  !                                   MODIS_OPTICS
154  !
155  ! ########################################################################################
156  subroutine modis_optics(nPoints,nLevels,nSubCols,tauLIQ,sizeLIQ,tauICE,sizeICE,fracLIQ, g, w0)
157    ! INPUTS
158    integer, intent(in)                                      :: nPoints,nLevels,nSubCols
159    real(wp),intent(in),dimension(nPoints,nSubCols,nLevels)  :: tauLIQ, sizeLIQ, tauICE, sizeICE
160    ! OUTPUTS
161    real(wp),intent(out),dimension(nPoints,nSubCols,nLevels) :: g,w0,fracLIQ
162    ! LOCAL VARIABLES
163    real(wp), dimension(nLevels)            :: water_g, water_w0, ice_g, ice_w0,tau
164    integer :: i,j
165   
166    ! Initialize
167    g(1:nPoints,1:nSubCols,1:nLevels)  = 0._wp
168    w0(1:nPoints,1:nSubCols,1:nLevels) = 0._wp
169   
170    do j =1,nPoints
171       do i=1,nSubCols
172          water_g(1:nLevels)  = get_g_nir(  phaseIsLiquid, sizeLIQ(j,i,1:nLevels))
173          water_w0(1:nLevels) = get_ssa_nir(phaseIsLiquid, sizeLIQ(j,i,1:nLevels))
174          ice_g(1:nLevels)    = get_g_nir(  phaseIsIce,    sizeICE(j,i,1:nLevels))
175          ice_w0(1:nLevels)   = get_ssa_nir(phaseIsIce,    sizeICE(j,i,1:nLevels))
176         
177          ! Combine ice and water optical properties
178          tau(1:nLevels) = tauICE(j,i,1:nLevels) + tauLIQ(j,i,1:nLevels)
179          where (tau(1:nLevels) > 0)
180             g(j,i,1:nLevels)  = (tauLIQ(j,i,1:nLevels)*water_g(1:nLevels) + tauICE(j,i,1:nLevels)*ice_g(1:nLevels)) / &
181                  tau(1:nLevels)
182             w0(j,i,1:nLevels) = (tauLIQ(j,i,1:nLevels)*water_g(1:nLevels)*water_w0(1:nLevels) + tauICE(j,i,1:nLevels) * &
183                  ice_g(1:nLevels) * ice_w0(1:nLevels)) / (g(j,i,1:nLevels) * tau(1:nLevels))
184          end where
185       enddo
186    enddo
187   
188    ! Compute the total optical thickness and the proportion due to liquid in each cell
189    do i=1,npoints
190       where(tauLIQ(i,1:nSubCols,1:nLevels) + tauICE(i,1:nSubCols,1:nLevels) > 0.)
191          fracLIQ(i,1:nSubCols,1:nLevels) = tauLIQ(i,1:nSubCols,1:nLevels)/ &
192               (tauLIQ(i,1:nSubCols,1:nLevels) + tauICE(i,1:nSubCols,1:nLevels))
193       elsewhere
194          fracLIQ(i,1:nSubCols,1:nLevels) = 0._wp
195       end  where
196    enddo
197   
198  end subroutine modis_optics
199 
200  ! ######################################################################################
201  ! SUBROUTINE lidar_optics
202  ! ######################################################################################
203  subroutine lidar_optics(npoints,ncolumns,nlev,npart,ice_type,q_lsliq, q_lsice,     &
204                              q_cvliq, q_cvice,ls_radliq,ls_radice,cv_radliq,cv_radice,  &
205                              pres,presf,temp,beta_mol,betatot,tau_mol,tautot,  &
206                              tautot_S_liq,tautot_S_ice,betatot_ice,betatot_liq,         &
207                              tautot_ice,tautot_liq)
208    ! ####################################################################################
209    ! NOTE: Using "grav" from cosp_constants.f90, instead of grav=9.81, introduces
210    ! changes of up to 2% in atb532 adn 0.003% in parasolRefl and lidarBetaMol532.
211    ! This also results in  small changes in the joint-histogram, cfadLidarsr532.
212    ! ####################################################################################
213   
214    ! INPUTS
215    INTEGER,intent(in) :: &
216         npoints,      & ! Number of gridpoints
217         ncolumns,     & ! Number of subcolumns
218         nlev,         & ! Number of levels
219         npart,        & ! Number of cloud meteors (stratiform_liq, stratiform_ice, conv_liq, conv_ice).
220         ice_type        ! Ice particle shape hypothesis (0 for spheres, 1 for non-spherical)
221    REAL(WP),intent(in),dimension(npoints,nlev) :: &
222         temp,         & ! Temperature of layer k
223         pres,         & ! Pressure at full levels
224         ls_radliq,    & ! Effective radius of LS liquid particles (meters)
225         ls_radice,    & ! Effective radius of LS ice particles (meters)
226         cv_radliq,    & ! Effective radius of CONV liquid particles (meters)
227         cv_radice       ! Effective radius of CONV ice particles (meters)
228    REAL(WP),intent(in),dimension(npoints,ncolumns,nlev) :: &
229         q_lsliq,      & ! LS sub-column liquid water mixing ratio (kg/kg)
230         q_lsice,      & ! LS sub-column ice water mixing ratio (kg/kg)
231         q_cvliq,      & ! CONV sub-column liquid water mixing ratio (kg/kg)
232         q_cvice         ! CONV sub-column ice water mixing ratio (kg/kg)
233    REAL(WP),intent(in),dimension(npoints,nlev+1) :: &
234         presf           ! Pressure at half levels
235   
236    ! OUTPUTS
237    REAL(WP),intent(out),dimension(npoints,ncolumns,nlev)       :: &
238         betatot,        & !
239         tautot            ! Optical thickess integrated from top
240    REAL(WP),intent(out),dimension(npoints,ncolumns,nlev)       :: &
241         betatot_ice,    & ! Backscatter coefficient for ice particles
242         betatot_liq,    & ! Backscatter coefficient for liquid particles
243         tautot_ice,     & ! Total optical thickness of ice
244         tautot_liq        ! Total optical thickness of liq
245    REAL(WP),intent(out),dimension(npoints,nlev) :: &
246         beta_mol,       & ! Molecular backscatter coefficient
247         tau_mol           ! Molecular optical depth
248    REAL(WP),intent(out),dimension(npoints,ncolumns) :: &
249         tautot_S_liq,   & ! TOA optical depth for liquid
250         tautot_S_ice      ! TOA optical depth for ice
251   
252    ! LOCAL VARIABLES
253    REAL(WP),dimension(npart)                       :: rhopart
254    REAL(WP),dimension(npart,5)                     :: polpart
255    REAL(WP),dimension(npoints,nlev)                :: rhoair,alpha_mol
256    REAL(WP),dimension(npoints,nlev+1)              :: zheight         
257    REAL(WP),dimension(npoints,nlev,npart)          :: rad_part,kp_part,qpart
258    REAL(WP),dimension(npoints,ncolumns,nlev,npart) :: alpha_part,tau_part
259    INTEGER                                         :: i,k,icol
260   
261    ! Local data
262    REAL(WP),PARAMETER :: rhoice     = 0.5e+03    ! Density of ice (kg/m3)
263    REAL(WP),PARAMETER :: Cmol       = 6.2446e-32 ! Wavelength dependent
264    REAL(WP),PARAMETER :: rdiffm     = 0.7_wp     ! Multiple scattering correction parameter
265    REAL(WP),PARAMETER :: Qscat      = 2.0_wp     ! Particle scattering efficiency at 532 nm
266    ! Local indicies for large-scale and convective ice and liquid
267    INTEGER,PARAMETER  :: INDX_LSLIQ = 1
268    INTEGER,PARAMETER  :: INDX_LSICE = 2
269    INTEGER,PARAMETER  :: INDX_CVLIQ = 3
270    INTEGER,PARAMETER  :: INDX_CVICE = 4
271   
272    ! Polarized optics parameterization
273    ! Polynomial coefficients for spherical liq/ice particles derived from Mie theory.
274    ! Polynomial coefficients for non spherical particles derived from a composite of
275    ! Ray-tracing theory for large particles (e.g. Noel et al., Appl. Opt., 2001)
276    ! and FDTD theory for very small particles (Yang et al., JQSRT, 2003).
277    ! We repeat the same coefficients for LS and CONV cloud to make code more readable
278    REAL(WP),PARAMETER,dimension(5) :: &
279         polpartCVLIQ  = (/ 2.6980e-8_wp,  -3.7701e-6_wp,  1.6594e-4_wp,    -0.0024_wp,    0.0626_wp/), &
280         polpartLSLIQ  = (/ 2.6980e-8_wp,  -3.7701e-6_wp,  1.6594e-4_wp,    -0.0024_wp,    0.0626_wp/), &
281         polpartCVICE0 = (/-1.0176e-8_wp,   1.7615e-6_wp, -1.0480e-4_wp,     0.0019_wp,    0.0460_wp/), &
282         polpartLSICE0 = (/-1.0176e-8_wp,   1.7615e-6_wp, -1.0480e-4_wp,     0.0019_wp,    0.0460_wp/), &
283         polpartCVICE1 = (/ 1.3615e-8_wp, -2.04206e-6_wp, 7.51799e-5_wp, 0.00078213_wp, 0.0182131_wp/), &
284         polpartLSICE1 = (/ 1.3615e-8_wp, -2.04206e-6_wp, 7.51799e-5_wp, 0.00078213_wp, 0.0182131_wp/)
285    ! ##############################################################################
286   
287    ! Liquid/ice particles
288    rhopart(INDX_LSLIQ) = rholiq
289    rhopart(INDX_LSICE) = rhoice
290    rhopart(INDX_CVLIQ) = rholiq
291    rhopart(INDX_CVICE) = rhoice
292   
293    ! LS and CONV Liquid water coefficients
294    polpart(INDX_LSLIQ,1:5) = polpartLSLIQ
295    polpart(INDX_CVLIQ,1:5) = polpartCVLIQ
296    ! LS and CONV Ice water coefficients
297    if (ice_type .eq. 0) then
298       polpart(INDX_LSICE,1:5) = polpartLSICE0
299       polpart(INDX_CVICE,1:5) = polpartCVICE0
300    endif
301    if (ice_type .eq. 1) then
302       polpart(INDX_LSICE,1:5) = polpartLSICE1
303       polpart(INDX_CVICE,1:5) = polpartCVICE1
304    endif
305   
306    ! Effective radius particles:
307    rad_part(1:npoints,1:nlev,INDX_LSLIQ) = ls_radliq(1:npoints,1:nlev)
308    rad_part(1:npoints,1:nlev,INDX_LSICE) = ls_radice(1:npoints,1:nlev)
309    rad_part(1:npoints,1:nlev,INDX_CVLIQ) = cv_radliq(1:npoints,1:nlev)
310    rad_part(1:npoints,1:nlev,INDX_CVICE) = cv_radice(1:npoints,1:nlev)   
311    rad_part(1:npoints,1:nlev,1:npart)    = MAX(rad_part(1:npoints,1:nlev,1:npart),0._wp)
312    rad_part(1:npoints,1:nlev,1:npart)    = MIN(rad_part(1:npoints,1:nlev,1:npart),70.0e-6_wp)
313   
314    ! Density (clear-sky air)
315    rhoair(1:npoints,1:nlev) = pres(1:npoints,1:nlev)/(rd*temp(1:npoints,1:nlev))
316   
317    ! Altitude at half pressure levels:
318    zheight(1:npoints,nlev+1) = 0._wp
319    do k=nlev,1,-1
320       zheight(1:npoints,k) = zheight(1:npoints,k+1) &
321            -(presf(1:npoints,k)-presf(1:npoints,k+1))/(rhoair(1:npoints,k)*grav)
322    enddo
323   
324    ! ##############################################################################
325    ! *) Molecular alpha, beta and optical thickness
326    ! ##############################################################################
327   
328    beta_mol(1:npoints,1:nlev)  = pres(1:npoints,1:nlev)/km/temp(1:npoints,1:nlev)*Cmol
329    alpha_mol(1:npoints,1:nlev) = 8._wp*pi/3._wp * beta_mol(1:npoints,1:nlev)
330   
331    ! Optical thickness of each layer (molecular) 
332    tau_mol(1:npoints,1:nlev) = alpha_mol(1:npoints,1:nlev)*(zheight(1:npoints,1:nlev)-&
333         zheight(1:npoints,2:nlev+1))
334   
335    ! Optical thickness from TOA to layer k (molecular)
336    DO k = 2,nlev
337       tau_mol(1:npoints,k) = tau_mol(1:npoints,k) + tau_mol(1:npoints,k-1)
338    ENDDO
339   
340    betatot    (1:npoints,1:ncolumns,1:nlev) = spread(beta_mol(1:npoints,1:nlev), dim=2, NCOPIES=ncolumns)
341    tautot     (1:npoints,1:ncolumns,1:nlev) = spread(tau_mol (1:npoints,1:nlev), dim=2, NCOPIES=ncolumns)
342    betatot_liq(1:npoints,1:ncolumns,1:nlev) = betatot(1:npoints,1:ncolumns,1:nlev)
343    betatot_ice(1:npoints,1:ncolumns,1:nlev) = betatot(1:npoints,1:ncolumns,1:nlev)
344    tautot_liq (1:npoints,1:ncolumns,1:nlev) = tautot(1:npoints,1:ncolumns,1:nlev)
345    tautot_ice (1:npoints,1:ncolumns,1:nlev) = tautot(1:npoints,1:ncolumns,1:nlev)
346   
347    ! ##############################################################################
348    ! *) Particles alpha, beta and optical thickness
349    ! ##############################################################################
350    ! Polynomials kp_lidar derived from Mie theory
351    do i = 1, npart
352       where (rad_part(1:npoints,1:nlev,i) .gt. 0.0)
353          kp_part(1:npoints,1:nlev,i) = &
354               polpart(i,1)*(rad_part(1:npoints,1:nlev,i)*1e6)**4 &
355               + polpart(i,2)*(rad_part(1:npoints,1:nlev,i)*1e6)**3 &
356               + polpart(i,3)*(rad_part(1:npoints,1:nlev,i)*1e6)**2 &
357               + polpart(i,4)*(rad_part(1:npoints,1:nlev,i)*1e6) &
358               + polpart(i,5)
359       elsewhere
360          kp_part(1:npoints,1:nlev,i) = 0._wp
361       endwhere
362    enddo
363   
364    ! Loop over all subcolumns
365    do icol=1,ncolumns
366       ! ##############################################################################
367       ! Mixing ratio particles in each subcolum
368       ! ##############################################################################
369       qpart(1:npoints,1:nlev,INDX_LSLIQ) = q_lsliq(1:npoints,icol,1:nlev)
370       qpart(1:npoints,1:nlev,INDX_LSICE) = q_lsice(1:npoints,icol,1:nlev)
371       qpart(1:npoints,1:nlev,INDX_CVLIQ) = q_cvliq(1:npoints,icol,1:nlev)
372       qpart(1:npoints,1:nlev,INDX_CVICE) = q_cvice(1:npoints,icol,1:nlev)
373       
374       ! ##############################################################################
375       ! Alpha and optical thickness (particles)
376       ! ##############################################################################
377       ! Alpha of particles in each subcolumn:
378       do i = 1, npart
379          where (rad_part(1:npoints,1:nlev,i) .gt. 0.0)
380             alpha_part(1:npoints,icol,1:nlev,i) = 3._wp/4._wp * Qscat &
381                  * rhoair(1:npoints,1:nlev) * qpart(1:npoints,1:nlev,i) &
382                  / (rhopart(i) * rad_part(1:npoints,1:nlev,i) )
383          elsewhere
384             alpha_part(1:npoints,icol,1:nlev,i) = 0._wp
385          endwhere
386       enddo
387       
388       ! Optical thicknes
389       tau_part(1:npoints,icol,1:nlev,1:npart) = rdiffm * alpha_part(1:npoints,icol,1:nlev,1:npart)
390       do i = 1, npart
391          ! Optical thickness of each layer (particles)
392          tau_part(1:npoints,icol,1:nlev,i) = tau_part(1:npoints,icol,1:nlev,i) &
393               & * (zheight(1:npoints,1:nlev)-zheight(1:npoints,2:nlev+1) )
394          ! Optical thickness from TOA to layer k (particles)
395          do k=2,nlev
396             tau_part(1:npoints,icol,k,i) = tau_part(1:npoints,icol,k,i) + tau_part(1:npoints,icol,k-1,i)
397          enddo
398       enddo
399       
400       ! ##############################################################################
401       ! Beta and optical thickness (total=molecular + particules)
402       ! ##############################################################################
403       
404       DO i = 1, npart
405          betatot(1:npoints,icol,1:nlev) = betatot(1:npoints,icol,1:nlev) + &
406               kp_part(1:npoints,1:nlev,i)*alpha_part(1:npoints,icol,1:nlev,i)
407          tautot(1:npoints,icol,1:nlev) = tautot(1:npoints,icol,1:nlev)  + &
408               tau_part(1:npoints,icol,1:nlev,i)
409       ENDDO
410       
411       ! ##############################################################################
412       ! Beta and optical thickness (liquid/ice)
413       ! ##############################################################################
414       ! Ice
415       betatot_ice(1:npoints,icol,1:nlev) = betatot_ice(1:npoints,icol,1:nlev)+ &
416            kp_part(1:npoints,1:nlev,INDX_LSICE)*alpha_part(1:npoints,icol,1:nlev,INDX_LSICE)+ &
417            kp_part(1:npoints,1:nlev,INDX_CVICE)*alpha_part(1:npoints,icol,1:nlev,INDX_CVICE)
418       tautot_ice(1:npoints,icol,1:nlev) = tautot_ice(1:npoints,icol,1:nlev)  + &
419            tau_part(1:npoints,icol,1:nlev,INDX_LSICE) + &
420            tau_part(1:npoints,icol,1:nlev,INDX_CVICE)
421       
422       ! Liquid
423       betatot_liq(1:npoints,icol,1:nlev) = betatot_liq(1:npoints,icol,1:nlev)+ &
424            kp_part(1:npoints,1:nlev,INDX_LSLIQ)*alpha_part(1:npoints,icol,1:nlev,INDX_LSLIQ)+ &
425            kp_part(1:npoints,1:nlev,INDX_CVLIQ)*alpha_part(1:npoints,icol,1:nlev,INDX_CVLIQ)
426       tautot_liq(1:npoints,icol,1:nlev) = tautot_liq(1:npoints,icol,1:nlev)  + &
427            tau_part(1:npoints,icol,1:nlev,INDX_LSLIQ) + &
428            tau_part(1:npoints,icol,1:nlev,INDX_CVLIQ)
429    enddo
430   
431    ! ##############################################################################   
432    ! Optical depths used by the PARASOL simulator
433    ! ##############################################################################   
434    tautot_S_liq(1:npoints,1:ncolumns) = 0._wp
435    tautot_S_ice(1:npoints,1:ncolumns) = 0._wp
436    do icol=1,ncolumns   
437       tautot_S_liq(1:npoints,icol) = tautot_S_liq(1:npoints,icol)+tau_part(1:npoints,icol,nlev,1)+tau_part(1:npoints,icol,nlev,3)
438       tautot_S_ice(1:npoints,icol) = tautot_S_ice(1:npoints,icol)+tau_part(1:npoints,icol,nlev,2)+tau_part(1:npoints,icol,nlev,4)
439    enddo
440   
441  end subroutine lidar_optics
442end module cosp_optics
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