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cosp_interface_v1p4.F90 @ 5445

Last change on this file since 5445 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: 131.9 KB

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1	! %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
2	! Copyright (c) 2015, Regents of the University of Colorado
3	! All rights reserved.
4	!
5	! Redistribution and use in source and binary forms, with or without modification, are
6	! permitted provided that the following conditions are met:
7	!
8	! 1. Redistributions of source code must retain the above copyright notice, this list of
9	! conditions and the following disclaimer.
10	!
11	! 2. Redistributions in binary form must reproduce the above copyright notice, this list
12	! of conditions and the following disclaimer in the documentation and/or other
13	! materials provided with the distribution.
14	!
15	! 3. Neither the name of the copyright holder nor the names of its contributors may be
16	! used to endorse or promote products derived from this software without specific prior
17	! written permission.
18	!
19	! THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY
20	! EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF
21	! MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL
22	! THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
23	! SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT
24	! OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
25	! INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT
26	! LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
27	! OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
28	!
29	! History
30	! May 2015 - D. Swales - Original version
31	! %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
32	#include "cosp_defs.h"
33	MODULE MOD_COSP_INTERFACE_v1p4
34	use COSP_KINDS, only: wp,dp
35	use cosp_phys_constants, only: amw,amd,amO3,amCO2,amCH4,amN2O,amCO
36	use MOD_COSP, only: cosp_init,cosp_outputs,cosp_optical_inputs, &
37	cosp_column_inputs,cosp_simulator,linitialization
38	use mod_cosp_config, only: RTTOV_MAX_CHANNELS,N_HYDRO,numMODISTauBins,modis_histTau,&
39	modis_histTauEdges,modis_histTauCenters,ntau,ntauV1p4, &
40	tau_binBounds,tau_binEdges,tau_binCenters,R_UNDEF, &
41	tau_binBoundsV1p4,tau_binEdgesV1p4,tau_binCentersV1p4, &
42	numMISRHgtBins,SR_BINS,LIDAR_NCAT,LIDAR_NTEMP,DBZE_BINS, &
43	numMODISReffIceBins, numMODISPresBins,PARASOL_NREFL, &
44	numMODISReffLiqBins,vgrid_zl,vgrid_zu,vgrid_z, &
45	numISCCPTauBins,numISCCPPresBins,numMISRTauBins
46	use mod_quickbeam_optics,only: size_distribution,hydro_class_init,quickbeam_optics_init,&
47	quickbeam_optics
48	use cosp_optics, only: cosp_simulator_optics,lidar_optics,modis_optics, &
49	modis_optics_partition
50	use quickbeam, only: maxhclass,nRe_types,nd,mt_ntt,radar_cfg
51	use mod_rng, only: rng_state, init_rng
52	use mod_scops, only: scops
53	use mod_prec_scops, only: prec_scops
54	use mod_cosp_utils, only: cosp_precip_mxratio
55
56	implicit none
57
58	character(len=120),parameter :: &
59	RADAR_SIM_LUT_DIRECTORY = './'
60	logical,parameter :: &
61	RADAR_SIM_LOAD_scale_LUTs_flag = .false., &
62	RADAR_SIM_UPDATE_scale_LUTs_flag = .false.
63
64	! Indices to address arrays of LS and CONV hydrometeors
65	integer,parameter :: &
66	I_LSCLIQ = 1, & ! Large-scale (stratiform) liquid
67	I_LSCICE = 2, & ! Large-scale (stratiform) ice
68	I_LSRAIN = 3, & ! Large-scale (stratiform) rain
69	I_LSSNOW = 4, & ! Large-scale (stratiform) snow
70	I_CVCLIQ = 5, & ! Convective liquid
71	I_CVCICE = 6, & ! Convective ice
72	I_CVRAIN = 7, & ! Convective rain
73	I_CVSNOW = 8, & ! Convective snow
74	I_LSGRPL = 9 ! Large-scale (stratiform) groupel
75
76	! Stratiform and convective clouds in frac_out.
77	integer, parameter :: &
78	I_LSC = 1, & ! Large-scale clouds
79	I_CVC = 2 ! Convective clouds
80
81	! Microphysical settings for the precipitation flux to mixing ratio conversion
82	real(wp),parameter,dimension(N_HYDRO) :: &
83	! LSL LSI LSR LSS CVL CVI CVR CVS LSG
84	N_ax = (/-1., -1., 8.e6, 3.e6, -1., -1., 8.e6, 3.e6, 4.e6/),&
85	N_bx = (/-1., -1., 0.0, 0.0, -1., -1., 0.0, 0.0, 0.0/),&
86	alpha_x = (/-1., -1., 0.0, 0.0, -1., -1., 0.0, 0.0, 0.0/),&
87	c_x = (/-1., -1., 842.0, 4.84, -1., -1., 842.0, 4.84, 94.5/),&
88	d_x = (/-1., -1., 0.8, 0.25, -1., -1., 0.8, 0.25, 0.5/),&
89	g_x = (/-1., -1., 0.5, 0.5, -1., -1., 0.5, 0.5, 0.5/),&
90	a_x = (/-1., -1., 524.0, 52.36, -1., -1., 524.0, 52.36, 209.44/),&
91	b_x = (/-1., -1., 3.0, 3.0, -1., -1., 3.0, 3.0, 3.0/),&
92	gamma_1 = (/-1., -1., 17.83725, 8.284701, -1., -1., 17.83725, 8.284701, 11.63230/),&
93	gamma_2 = (/-1., -1., 6.0, 6.0, -1., -1., 6.0, 6.0, 6.0/),&
94	gamma_3 = (/-1., -1., 2.0, 2.0, -1., -1., 2.0, 2.0, 2.0/),&
95	gamma_4 = (/-1., -1., 6.0, 6.0, -1., -1., 6.0, 6.0, 6.0/)
96
97	! Initialization fields
98	type(size_distribution) :: &
99	sd ! Hydrometeor description
100	type(radar_cfg) :: &
101	rcfg_cloudsat ! Radar configuration
102
103	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
104	! TYPE COSP_CONFIG
105	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
106	TYPE COSP_CONFIG
107	logical :: &
108	Lstats, & ! Control for L3 stats output
109	Lwrite_output, & ! Control for output
110	Ltoffset, & ! Time difference between each profile and the value
111	! recorded in varaible time.
112	Lradar_sim, & ! Radar simulator on/off switch
113	Llidar_sim, & ! LIDAR simulator on/off switch
114	Lisccp_sim, & ! ISCCP simulator on/off switch
115	Lmodis_sim, & ! MODIS simulatoe on/off switch
116	Lmisr_sim, & ! MISR simulator on/off switch
117	Lrttov_sim, & ! RTTOV simulator on/off switch
118	Lparasol_sim, & ! PARASOL simulator on/off switch
119	Lpctisccp, & ! ISCCP mean cloud top pressure
120	Lclisccp, & ! ISCCP cloud area fraction
121	Lboxptopisccp, & ! ISCCP CTP in each column
122	Lboxtauisccp, & ! ISCCP optical epth in each column
123	Ltauisccp, & ! ISCCP mean optical depth
124	Lcltisccp, & ! ISCCP total cloud fraction
125	Lmeantbisccp, & ! ISCCP mean all-sky 10.5micron brightness temperature
126	Lmeantbclrisccp, & ! ISCCP mean clear-sky 10.5micron brightness temperature
127	Lalbisccp, & ! ISCCP mean cloud albedo
128	LcfadDbze94, & ! CLOUDSAT radar reflectivity CFAD
129	Ldbze94, & ! CLOUDSAT radar reflectivity
130	LparasolRefl, & ! PARASOL reflectance
131	Latb532, & ! CALIPSO attenuated total backscatter (532nm)
132	LlidarBetaMol532, & ! CALIPSO molecular backscatter (532nm)
133	LcfadLidarsr532, & ! CALIPSO scattering ratio CFAD
134	Lclcalipso2, & ! CALIPSO cloud fraction undetected by cloudsat
135	Lclcalipso, & ! CALIPSO cloud area fraction
136	Lclhcalipso, & ! CALIPSO high-level cloud fraction
137	Lcllcalipso, & ! CALIPSO low-level cloud fraction
138	Lclmcalipso, & ! CALIPSO mid-level cloud fraction
139	Lcltcalipso, & ! CALIPSO total cloud fraction
140	Lcltlidarradar, & ! CALIPSO-CLOUDSAT total cloud fraction
141	Lclcalipsoliq, & ! CALIPSO liquid cloud area fraction
142	Lclcalipsoice, & ! CALIPSO ice cloud area fraction
143	Lclcalipsoun, & ! CALIPSO undetected cloud area fraction
144	Lclcalipsotmp, & ! CALIPSO undetected cloud area fraction
145	Lclcalipsotmpliq, & ! CALIPSO liquid cloud area fraction
146	Lclcalipsotmpice, & ! CALIPSO ice cloud area fraction
147	Lclcalipsotmpun, & ! CALIPSO undetected cloud area fraction
148	Lcltcalipsoliq, & ! CALIPSO liquid total cloud fraction
149	Lcltcalipsoice, & ! CALIPSO ice total cloud fraction
150	Lcltcalipsoun, & ! CALIPSO undetected total cloud fraction
151	Lclhcalipsoliq, & ! CALIPSO high-level liquid cloud fraction
152	Lclhcalipsoice, & ! CALIPSO high-level ice cloud fraction
153	Lclhcalipsoun, & ! CALIPSO high-level undetected cloud fraction
154	Lclmcalipsoliq, & ! CALIPSO mid-level liquid cloud fraction
155	Lclmcalipsoice, & ! CALIPSO mid-level ice cloud fraction
156	Lclmcalipsoun, & ! CALIPSO mid-level undetected cloud fraction
157	Lcllcalipsoliq, & ! CALIPSO low-level liquid cloud fraction
158	Lcllcalipsoice, & ! CALIPSO low-level ice cloud fraction
159	Lcllcalipsoun, & ! CALIPSO low-level undetected cloud fraction
160	Lcltmodis, & ! MODIS total cloud fraction
161	Lclwmodis, & ! MODIS liquid cloud fraction
162	Lclimodis, & ! MODIS ice cloud fraction
163	Lclhmodis, & ! MODIS high-level cloud fraction
164	Lclmmodis, & ! MODIS mid-level cloud fraction
165	Lcllmodis, & ! MODIS low-level cloud fraction
166	Ltautmodis, & ! MODIS total cloud optical thicknes
167	Ltauwmodis, & ! MODIS liquid optical thickness
168	Ltauimodis, & ! MODIS ice optical thickness
169	Ltautlogmodis, & ! MODIS total cloud optical thickness (log10 mean)
170	Ltauwlogmodis, & ! MODIS liquid optical thickness (log10 mean)
171	Ltauilogmodis, & ! MODIS ice optical thickness (log10 mean)
172	Lreffclwmodis, & ! MODIS liquid cloud particle size
173	Lreffclimodis, & ! MODIS ice particle size
174	Lpctmodis, & ! MODIS cloud top pressure
175	Llwpmodis, & ! MODIS cloud ice water path
176	Liwpmodis, & ! MODIS cloud liquid water path
177	Lclmodis, & ! MODIS cloud area fraction
178	LclMISR, & ! MISR cloud fraction
179	Lfracout, & ! SCOPS Subcolumn output
180	Ltbrttov ! RTTOV mean clear-sky brightness temperature
181	! character(len=32),dimension(:),allocatable :: out_list
182	character(len=32) :: out_list(78)
183	END TYPE COSP_CONFIG
184	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
185	! TYPE cosp_vgrid
186	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
187	TYPE COSP_VGRID
188	logical :: &
189	use_vgrid, & ! Logical flag that indicates change of grid
190	csat_vgrid ! Flag for Cloudsat grid
191	integer :: &
192	Npoints, & ! Number of sampled points
193	Ncolumns, & ! Number of subgrid columns
194	Nlevels, & ! Number of model levels
195	Nlvgrid ! Number of levels of new grid
196	real(wp), dimension(:), pointer :: &
197	z, & ! Height of new level (Nlvgrid)
198	zl, & ! Lower boundaries of new levels (Nlvgrid)
199	zu, & ! Upper boundaries of new levels (Nlvgrid)
200	mz, & ! Height of model levels (Nlevels)
201	mzl, & ! Lower boundaries of model levels (Nlevels)
202	mzu ! Upper boundaries of model levels (Nlevels)
203	END TYPE COSP_VGRID
204
205	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
206	! TYPE COSP_SUBGRID
207	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
208	TYPE COSP_SUBGRID
209	integer :: &
210	Npoints, & ! Number of gridpoints
211	Ncolumns, & ! Number of columns
212	Nlevels, & ! Number of levels
213	Nhydro ! Number of hydrometeor types
214	real(wp),dimension(:,:,:),pointer :: &
215	prec_frac, & ! Subgrid precip array (Npoints,Ncolumns,Nlevels)
216	frac_out ! Subgrid cloud array (Npoints,Ncolumns,Nlevels)
217	END TYPE COSP_SUBGRID
218	! %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
219	! TYPE class_param
220	! With the reorganizing of COSPv2.0, this derived type
221	! %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
222	type class_param
223	! Variables used to store hydrometeor "default" properties
224	real(dp),dimension(maxhclass) :: p1,p2,p3,dmin,dmax,apm,bpm,rho
225	integer, dimension(maxhclass) :: dtype,col,cp,phase
226
227	! Radar properties
228	real(dp) :: freq,k2
229	integer :: nhclass ! number of hydrometeor classes in use
230	integer :: use_gas_abs, do_ray
231
232	! Defines location of radar relative to hgt_matrix.
233	logical :: radar_at_layer_one ! If true radar is assume to be at the edge
234	! of the first layer, if the first layer is the
235	! surface than a ground-based radar. If the
236	! first layer is the top-of-atmosphere, then
237	! a space borne radar.
238
239	! Variables used to store Z scale factors
240	character(len=240) :: scale_LUT_file_name
241	logical :: load_scale_LUTs, update_scale_LUTs
242	logical, dimension(maxhclass,nRe_types) :: N_scale_flag
243	logical, dimension(maxhclass,mt_ntt,nRe_types) :: Z_scale_flag,Z_scale_added_flag
244	real(dp),dimension(maxhclass,mt_ntt,nRe_types) :: Ze_scaled,Zr_scaled,kr_scaled
245	real(dp),dimension(maxhclass,nd,nRe_types) :: fc, rho_eff
246	end type class_param
247	! %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
248	! TYPE cosp_gridbox
249	! %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
250	TYPE cosp_gridbox
251	integer :: &
252	Npoints, & ! Number of gridpoints
253	Nlevels, & ! Number of levels
254	Ncolumns, & ! Number of columns
255	Nhydro, & ! Number of hydrometeors
256	Nprmts_max_hydro, & ! Max number of parameters for hydrometeor size distribution
257	Naero, & ! Number of aerosol species
258	Nprmts_max_aero, & ! Max number of parameters for aerosol size distributions
259	Npoints_it ! Max number of gridpoints to be processed in one iteration
260
261	! Time [days]
262	double precision :: time
263	double precision :: time_bnds(2)
264
265	! Radar ancillary info
266	real(wp) :: &
267	radar_freq, & ! Radar frequency [GHz]
268	k2 ! \|K\|^2, -1=use frequency dependent default
269	integer :: surface_radar, & ! surface=1, spaceborne=0
270	use_mie_tables, & ! use a precomputed loopup table? yes=1,no=0
271	use_gas_abs, & ! include gaseous absorption? yes=1,no=0
272	do_ray, & ! calculate/output Rayleigh refl=1, not=0
273	melt_lay ! melting layer model off=0, on=1
274
275
276	! Structures used by radar simulator that need to be set only ONCE per
277	! radar configuration (e.g. freq, pointing direction) ... added by roj Feb 2008
278	type(class_param) :: &
279	hp ! Structure used by radar simulator to store Ze and N scaling constants
280	! and other information
281	integer :: &
282	nsizes ! Number of discrete drop sizes (um) used to represent the distribution
283
284	! Lidar
285	integer :: &
286	lidar_ice_type ! Ice particle shape hypothesis in lidar calculations
287	! (ice_type=0 for spheres, ice_type=1 for non spherical particles)
288
289	! Radar
290	logical :: &
291	use_precipitation_fluxes, & ! True if precipitation fluxes are input to the
292	! algorithm
293	use_reff ! True if Reff is to be used by radar (memory not
294	! allocated)
295
296	! Geolocation and point information (Npoints)
297	real(wp),dimension(:),pointer :: &
298	toffset, & ! Time offset of esch point from the value in time
299	longitude, & ! Longitude [degrees East]
300	latitude, & ! Latitude [deg North]
301	land, & ! Landmask [0 - Ocean, 1 - Land]
302	psfc, & ! Surface pressure [Pa]
303	sunlit, & ! 1 for day points, 0 for nightime
304	skt, & ! Skin temperature (K)
305	u_wind, & ! Eastward wind [m s-1]
306	v_wind ! Northward wind [m s-1]
307
308	! Gridbox information (Npoints,Nlevels)
309	real(wp),dimension(:,:),pointer :: &
310	zlev, & ! Height of model levels [m]
311	zlev_half, & ! Height at half model levels [m] (Bottom of layer)
312	dlev, & ! Depth of model levels [m]
313	p, & ! Pressure at full model levels [Pa]
314	ph, & ! Pressure at half model levels [Pa]
315	T, & ! Temperature at model levels [K]
316	q, & ! Relative humidity to water (%)
317	sh, & ! Specific humidity to water [kg/kg]
318	dtau_s, & ! mean 0.67 micron optical depth of stratiform clouds
319	dtau_c, & ! mean 0.67 micron optical depth of convective clouds
320	dem_s, & ! 10.5 micron longwave emissivity of stratiform clouds
321	dem_c, & ! 10.5 micron longwave emissivity of convective clouds
322	mr_ozone ! Ozone mass mixing ratio [kg/kg]
323
324	! TOTAL and CONV cloud fraction for SCOPS
325	real(wp),dimension(:,:),pointer :: &
326	tca, & ! Total cloud fraction
327	cca ! Convective cloud fraction
328
329	! Precipitation fluxes on model levels
330	real(wp),dimension(:,:),pointer :: &
331	rain_ls, & ! Large-scale precipitation flux of rain [kg/m2.s]
332	rain_cv, & ! Convective precipitation flux of rain [kg/m2.s]
333	snow_ls, & ! Large-scale precipitation flux of snow [kg/m2.s]
334	snow_cv, & ! Convective precipitation flux of snow [kg/m2.s]
335	grpl_ls ! large-scale precipitation flux of graupel [kg/m2.s]
336
337	! Hydrometeors concentration and distribution parameters
338	real(wp),dimension(:,:,:),pointer :: &
339	mr_hydro ! Mixing ratio of each hydrometeor
340	! (Npoints,Nlevels,Nhydro) [kg/kg]
341	real(wp),dimension(:,:),pointer :: &
342	dist_prmts_hydro ! Distributional parameters for hydrometeors
343	! (Nprmts_max_hydro,Nhydro)
344	real(wp),dimension(:,:,:),pointer :: &
345	Reff ! Effective radius [m].
346	! (Npoints,Nlevels,Nhydro)
347	real(wp),dimension(:,:,:),pointer :: &
348	Np ! Total Number Concentration [#/kg].
349	! (Npoints,Nlevels,Nhydro)
350
351	! Aerosols concentration and distribution parameters
352	real(wp),dimension(:,:,:),pointer :: &
353	conc_aero ! Aerosol concentration for each species
354	! (Npoints,Nlevels,Naero)
355	integer,dimension(:),pointer :: &
356	dist_type_aero ! Particle size distribution type for each aerosol species
357	! (Naero)
358	real(wp),dimension(:,:,:,:),pointer :: &
359	dist_prmts_aero ! Distributional parameters for aerosols
360	! (Npoints,Nlevels,Nprmts_max_aero,Naero)
361	! ISCCP simulator inputs
362	integer :: &
363	! ISCCP_TOP_HEIGHT
364	! 1 = adjust top height using both a computed infrared brightness temperature and
365	! the visible optical depth to adjust cloud top pressure. Note that this
366	! calculation is most appropriate to compare to ISCCP data during sunlit
367	! hours.
368	! 2 = do not adjust top height, that is cloud top pressure is the actual cloud
369	! top pressure in the model.
370	! 3 = adjust top height using only the computed infrared brightness temperature.
371	! Note that this calculation is most appropriate to compare to ISCCP IR only
372	! algortihm (i.e. you can compare to nighttime ISCCP data with this option)
373	isccp_top_height, &
374	! ISCCP_TOP_HEIGHT_DIRECTION
375	! Direction for finding atmosphere pressure level with interpolated temperature
376	! equal to the radiance determined cloud-top temperature
377	! 1 = find the lowest altitude (highest pressure) level with interpolated
378	! temperature equal to the radiance determined cloud-top temperature
379	! 2 = find the highest altitude (lowest pressure) level with interpolated
380	! temperature equal to the radiance determined cloud-top temperature
381	! ONLY APPLICABLE IF top_height EQUALS 1 or 3
382	! 1 = default setting, and matches all versions of ISCCP simulator with versions
383	! numbers 3.5.1 and lower; 2 = experimental setting
384	isccp_top_height_direction, &
385	! Overlap type (1=max, 2=rand, 3=max/rand)
386	isccp_overlap
387	real(wp) :: &
388	isccp_emsfc_lw ! 10.5 micron emissivity of surface (fraction)
389
390	! RTTOV inputs/options
391	integer :: &
392	plat, & ! Satellite platform
393	sat, & ! Satellite
394	inst, & ! Instrument
395	Nchan ! Number of channels to be computed
396	integer, dimension(:), pointer :: &
397	Ichan ! Channel numbers
398	real(wp),dimension(:), pointer :: &
399	Surfem ! Surface emissivity
400	real(wp) :: &
401	ZenAng, & ! Satellite Zenith Angles
402	co2, & ! CO2 mixing ratio
403	ch4, & ! CH4 mixing ratio
404	n2o, & ! N2O mixing ratio
405	co ! CO mixing ratio
406	END TYPE cosp_gridbox
407	! %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
408	! TYPE cosp_modis
409	! %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
410	type cosp_modis
411	integer,pointer :: & !
412	Npoints ! Number of gridpoints
413	real(wp),pointer,dimension(:) :: & !
414	Cloud_Fraction_Total_Mean, & ! L3 MODIS retrieved cloud fraction (total)
415	Cloud_Fraction_Water_Mean, & ! L3 MODIS retrieved cloud fraction (liq)
416	Cloud_Fraction_Ice_Mean, & ! L3 MODIS retrieved cloud fraction (ice)
417	Cloud_Fraction_High_Mean, & ! L3 MODIS retrieved cloud fraction (high)
418	Cloud_Fraction_Mid_Mean, & ! L3 MODIS retrieved cloud fraction (middle)
419	Cloud_Fraction_Low_Mean, & ! L3 MODIS retrieved cloud fraction (low )
420	Optical_Thickness_Total_Mean, & ! L3 MODIS retrieved optical thickness (tot)
421	Optical_Thickness_Water_Mean, & ! L3 MODIS retrieved optical thickness (liq)
422	Optical_Thickness_Ice_Mean, & ! L3 MODIS retrieved optical thickness (ice)
423	Optical_Thickness_Total_LogMean, & ! L3 MODIS retrieved log10 optical thickness
424	Optical_Thickness_Water_LogMean, & ! L3 MODIS retrieved log10 optical thickness
425	Optical_Thickness_Ice_LogMean, & ! L3 MODIS retrieved log10 optical thickness
426	Cloud_Particle_Size_Water_Mean, & ! L3 MODIS retrieved particle size (liquid)
427	Cloud_Particle_Size_Ice_Mean, & ! L3 MODIS retrieved particle size (ice)
428	Cloud_Top_Pressure_Total_Mean, & ! L3 MODIS retrieved cloud top pressure
429	Liquid_Water_Path_Mean, & ! L3 MODIS retrieved liquid water path
430	Ice_Water_Path_Mean ! L3 MODIS retrieved ice water path
431	real(wp),pointer,dimension(:,:,:) :: &
432	Optical_Thickness_vs_Cloud_Top_Pressure, & ! Tau/Pressure joint histogram
433	Optical_Thickness_vs_ReffICE, & ! Tau/ReffICE joint histogram
434	Optical_Thickness_vs_ReffLIQ ! Tau/ReffLIQ joint histogram
435
436	end type cosp_modis
437	! %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
438	! TYPE cosp_misr
439	! %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
440	TYPE COSP_MISR
441	integer,pointer :: &
442	Npoints, & ! Number of gridpoints
443	Ntau, & ! Number of tau intervals
444	Nlevels ! Number of cth levels
445	real(wp),dimension(:,:,:),pointer :: & !
446	fq_MISR ! Fraction of the model grid box covered by each of the MISR
447	! cloud types
448	real(wp),dimension(:,:),pointer :: & !
449	MISR_dist_model_layertops !
450	real(wp),dimension(:),pointer :: & !
451	MISR_meanztop, & ! Mean MISR cloud top height
452	MISR_cldarea ! Mean MISR cloud cover area
453	END TYPE COSP_MISR
454	! %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
455	! TYPE cosp_rttov
456	! %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
457	TYPE COSP_RTTOV
458	! Dimensions
459	integer,pointer :: &
460	Npoints, & ! Number of gridpoints
461	Nchan ! Number of channels
462
463	! Brightness temperatures (Npoints,Nchan)
464	real(wp),pointer :: tbs(:,:)
465	END TYPE COSP_RTTOV
466	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
467	! TYPE cosp_isccp
468	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
469	TYPE COSP_ISCCP
470	integer,pointer ::&
471	Npoints, & ! Number of gridpoints.
472	Ncolumns, & ! Number of columns.
473	Nlevels ! Number of levels.
474	real(wp),dimension(:),pointer :: &
475	totalcldarea, & ! The fraction of model grid box columns with cloud somewhere in
476	! them.
477	meantb, & ! Mean all-sky 10.5 micron brightness temperature.
478	meantbclr, & ! Mean clear-sky 10.5 micron brightness temperature.
479	meanptop, & ! Mean cloud top pressure (mb).
480	meantaucld, & ! Mean optical thickness.
481	meanalbedocld ! Mean cloud albedo.
482	real(wp),dimension(:,:),pointer ::&
483	boxtau, & ! Optical thickness in each column .
484	boxptop ! Cloud top pressure (mb) in each column.
485	real(wp),dimension(:,:,:),pointer :: &
486	fq_isccp ! The fraction of the model grid box covered by each of the 49
487	! ISCCP D level cloud types.
488	END TYPE COSP_ISCCP
489	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
490	! TYPE cosp_sglidar
491	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
492	type cosp_sglidar
493	integer,pointer :: &
494	Npoints, & ! Number of sampled points
495	Ncolumns, & ! Number of subgrid columns
496	Nlevels, & ! Number of model levels
497	Nhydro, & ! Number of hydrometeors
498	Nrefl ! Number of parasol reflectances
499	real(wp),dimension(:,:),pointer :: &
500	beta_mol, & ! Molecular backscatter
501	temp_tot
502	real(wp),dimension(:,:,:),pointer :: &
503	betaperp_tot, & ! Total backscattered signal
504	beta_tot, & ! Total backscattered signal
505	tau_tot, & ! Optical thickness integrated from top to level z
506	refl ! PARASOL reflectances
507	end type cosp_sglidar
508	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
509	! TYPE cosp_lidarstats
510	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
511	type cosp_lidarstats
512	integer,pointer :: &
513	Npoints, & ! Number of sampled points
514	Ncolumns, & ! Number of subgrid columns
515	Nlevels, & ! Number of model levels
516	Nhydro, & ! Number of hydrometeors
517	Nrefl ! Number of parasol reflectances
518	real(wp), dimension(:,:,:),pointer :: &
519	lidarcldphase, & ! 3D "lidar" phase cloud fraction
520	cldlayerphase, & ! low, mid, high-level lidar phase cloud cover
521	lidarcldtmp, & ! 3D "lidar" phase cloud temperature
522	cfad_sr ! CFAD of scattering ratio
523	real(wp), dimension(:,:),pointer :: &
524	lidarcld, & ! 3D "lidar" cloud fraction
525	cldlayer, & ! low, mid, high-level, total lidar cloud cover
526	parasolrefl
527	real(wp), dimension(:),pointer :: &
528	srbval ! SR bins in cfad_sr
529	end type cosp_lidarstats
530	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
531	! TYPE cosp_sgradar
532	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
533	type cosp_sgradar
534	! Dimensions
535	integer,pointer :: &
536	Npoints, & ! Number of gridpoints
537	Ncolumns, & ! Number of columns
538	Nlevels, & ! Number of levels
539	Nhydro ! Number of hydrometeors
540	real(wp),dimension(:,:),pointer :: &
541	att_gas ! 2-way attenuation by gases [dBZ] (Npoints,Nlevels)
542	real(wp),dimension(:,:,:),pointer :: &
543	Ze_tot ! Effective reflectivity factor (Npoints,Ncolumns,Nlevels)
544	end type cosp_sgradar
545	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
546	! TYPE cosp_radarstats
547	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
548	type cosp_radarstats
549	integer,pointer :: &
550	Npoints, & ! Number of sampled points
551	Ncolumns, & ! Number of subgrid columns
552	Nlevels, & ! Number of model levels
553	Nhydro ! Number of hydrometeors
554	real(wp), dimension(:,:,:), pointer :: &
555	cfad_ze ! Ze CFAD(Npoints,dBZe_bins,Nlevels)
556	real(wp),dimension(:),pointer :: &
557	radar_lidar_tcc ! Radar&lidar total cloud amount, grid-box scale (Npoints)
558	real(wp), dimension(:,:),pointer :: &
559	lidar_only_freq_cloud !(Npoints,Nlevels)
560	end type cosp_radarstats
561
562	contains
563
564	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
565	! SUBROUTINE COSP_INTERFACE (v1.4)
566	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
567	subroutine cosp_interface_v1p4(overlap,Ncolumns,cfg,vgrid,gbx,sgx,sgradar,sglidar, &
568	isccp,misr,modis,rttov,stradar,stlidar)
569	! Inputs
570	integer, intent(in) :: overlap ! Overlap type in SCOPS: 1=max,
571	! 2=rand, 3=max/rand
572	integer, intent(in) :: Ncolumns ! Number of columns
573	type(cosp_config), intent(in) :: cfg ! Configuration options
574	type(cosp_vgrid),target,intent(in) :: vgrid ! Information on vertical grid of
575	! stats
576	type(cosp_subgrid), intent(inout) :: sgx ! Subgrid info
577	type(cosp_sgradar), intent(inout) :: sgradar ! Output from radar simulator (pixel)
578	type(cosp_sglidar), intent(inout) :: sglidar ! Output from lidar simulator (pixel)
579	type(cosp_isccp), intent(inout) :: isccp ! Output from ISCCP simulator
580	type(cosp_misr), intent(inout) :: misr ! Output from MISR simulator
581	type(cosp_modis), intent(inout) :: modis ! Output from MODIS simulator
582	type(cosp_rttov), intent(inout) :: rttov ! Output from RTTOV
583	type(cosp_radarstats), intent(inout) :: stradar ! Summary statistics from cloudsat
584	! simulator (gridbox)
585	type(cosp_lidarstats), intent(inout) :: stlidar ! Output from LIDAR simulator (gridbox)
586	type(cosp_gridbox),intent(inout),target :: gbx ! COSP gridbox type from v1.4
587	! Shares memory with new type
588
589	! Outputs from COSP2
590	type(cosp_outputs),target :: cospOUT ! NEW derived type output that contains all
591	! simulator information
592	! Local variables
593	integer :: i
594	integer :: &
595	num_chunks, & ! Number of iterations to make
596	start_idx, & ! Starting index when looping over points
597	end_idx, & ! Ending index when looping over points
598	Nptsperit ! Number of points for current iteration
599	logical :: &
600	lsingle=.true., & ! True if using MMF_v3_single_moment CLOUDSAT microphysical scheme (default)
601	ldouble=.false. ! True if using MMF_v3.5_two_moment CLOUDSAT microphysical scheme
602	type(cosp_optical_inputs) :: &
603	cospIN ! COSP optical (or derived?) fields needed by simulators
604	type(cosp_column_inputs) :: &
605	cospstateIN ! COSP model fields needed by simulators
606	character(len=256),dimension(100) :: cosp_status
607
608	#ifdef MMF_V3_SINGLE_MOMENT
609	character(len=64) :: &
610	cloudsat_micro_scheme = 'MMF_v3_single_moment'
611	#endif
612	#ifdef MMF_V3p5_TWO_MOMENT
613	character(len=64) :: &
614	cloudsat_micro_scheme = 'MMF_v3.5_two_moment'
615	#endif
616
617	! %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
618	! Initialize COSP
619	! %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
620
621	! Initialize MODIS optical-depth bin boundaries for joint-histogram. (defined in cosp_config.F90)
622	if (.not. allocated(modis_histTau)) then
623	allocate(modis_histTau(ntauV1p4+1),modis_histTauEdges(2,ntauV1p4),modis_histTauCenters(ntauV1p4))
624	numMODIStauBins = ntauV1p4+1
625	modis_histTau = tau_binBoundsV1p4
626	modis_histTauEdges = tau_binEdgesV1p4
627	modis_histTauCenters = tau_binCentersV1p4
628	endif
629
630	print*,'allocated(vgrid_zl)',allocated(vgrid_zl)
631	if (.not. allocated(vgrid_zl) .or. .not. allocated(vgrid_zu) .or. .not. allocated(vgrid_z)) then
632
633	! Initialize quickbeam_optics, also if two-moment radar microphysics scheme is wanted...
634	if (cloudsat_micro_scheme == 'MMF_v3.5_two_moment') then
635	ldouble = .true.
636	lsingle = .false.
637	endif
638
639	! Initialize the distributional parameters for hydrometeors in radar simulator
640	call hydro_class_init(lsingle,ldouble,sd)
641
642	! Initialize COSP simulator
643	call COSP_INIT(cfg%Lisccp_sim,cfg%Lmodis_sim,cfg%Lmisr_sim,cfg%Lradar_sim, &
644	cfg%Llidar_sim,cfg%Lparasol_sim,cfg%Lrttov_sim,gbx%Npoints,gbx%Nlevels, &
645	gbx%radar_freq,gbx%k2,gbx%use_gas_abs,gbx%do_ray,gbx%isccp_top_height, &
646	gbx%isccp_top_height_direction,gbx%surface_radar,rcfg_cloudsat,gbx%Nchan, &
647	gbx%Ichan,gbx%plat,gbx%sat,gbx%inst,vgrid%use_vgrid,vgrid%csat_vgrid, &
648	vgrid%Nlvgrid,cloudsat_micro_scheme,cospOUT)
649	endif
650
651
652	! %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
653	! Construct output type for cosp
654	! %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
655	call construct_cosp_outputs(cfg%Lpctisccp,cfg%Lclisccp,cfg%Lboxptopisccp, &
656	cfg%Lboxtauisccp,cfg%Ltauisccp,cfg%Lcltisccp, &
657	cfg%Lmeantbisccp,cfg%Lmeantbclrisccp,cfg%Lalbisccp, &
658	cfg%LclMISR,cfg%Lcltmodis,cfg%Lclwmodis,cfg%Lclimodis, &
659	cfg%Lclhmodis,cfg%Lclmmodis,cfg%Lcllmodis,cfg%Ltautmodis,&
660	cfg%Ltauwmodis,cfg%Ltauimodis,cfg%Ltautlogmodis, &
661	cfg%Ltauwlogmodis,cfg%Ltauilogmodis,cfg%Lreffclwmodis, &
662	cfg%Lreffclimodis,cfg%Lpctmodis,cfg%Llwpmodis, &
663	cfg%Liwpmodis,cfg%Lclmodis,cfg%Latb532, &
664	cfg%LlidarBetaMol532,cfg%LcfadLidarsr532,cfg%Lclcalipso2,&
665	cfg%Lclcalipso,cfg%Lclhcalipso,cfg%Lcllcalipso, &
666	cfg%Lclmcalipso,cfg%Lcltcalipso,cfg%Lcltlidarradar, &
667	cfg%Lclcalipsoliq,cfg%Lclcalipsoice,cfg%Lclcalipsoun, &
668	cfg%Lclcalipsotmp,cfg%Lclcalipsotmpliq, &
669	cfg%Lclcalipsotmpice,cfg%Lclcalipsotmpun, &
670	cfg%Lcltcalipsoliq,cfg%Lcltcalipsoice,cfg%Lcltcalipsoun, &
671	cfg%Lclhcalipsoliq,cfg%Lclhcalipsoice,cfg%Lclhcalipsoun, &
672	cfg%Lclmcalipsoliq,cfg%Lclmcalipsoice,cfg%Lclmcalipsoun, &
673	cfg%Lcllcalipsoliq,cfg%Lcllcalipsoice,cfg%Lcllcalipsoun, &
674	cfg%LcfadDbze94,cfg%Ldbze94,cfg%Lparasolrefl, &
675	cfg%Ltbrttov,gbx%Npoints,gbx%Ncolumns,gbx%Nlevels, &
676	vgrid%Nlvgrid,gbx%Nchan,cospOUT)
677
678	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
679	! Break COSP into chunks, only applicable when gbx%Npoints_it > gbx%Npoints
680	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
681	num_chunks = gbx%Npoints/gbx%Npoints_it+1
682	do i=1,num_chunks
683	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
684	! Determine indices for "chunking" (again, if necessary)
685	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
686	if (num_chunks .eq. 1) then
687	start_idx = 1
688	end_idx = gbx%Npoints
689	Nptsperit = gbx%Npoints
690	else
691	start_idx = (i-1)*gbx%Npoints_it+1
692	end_idx = i*gbx%Npoints_it
693	if (end_idx .gt. gbx%Npoints) end_idx=gbx%Npoints
694	Nptsperit = end_idx-start_idx+1
695	endif
696
697	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
698	! Allocate space
699	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
700	if (i .eq. 1) then
701	call construct_cospIN(Nptsperit,gbx%ncolumns,gbx%nlevels,cospIN)
702	call construct_cospstateIN(Nptsperit,gbx%nlevels,gbx%nchan,cospstateIN)
703	endif
704	if (i .eq. num_chunks) then
705	call destroy_cospIN(cospIN)
706	call destroy_cospstateIN(cospstateIN)
707	call construct_cospIN(Nptsperit,gbx%ncolumns,gbx%nlevels,cospIN)
708	call construct_cospstateIN(Nptsperit,gbx%nlevels,gbx%nchan,cospstateIN)
709	endif
710	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
711	! Generate subcolumns and compute optical inputs to COSP.
712	! This subroutine essentially contains all of the pieces of code that were removed
713	! from the simulators during the v2.0 reconstruction.
714	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
715	call subsample_and_optics(overlap,gbx,sgx,cfg,Nptsperit,start_idx,end_idx,cospIN, &
716	cospstateIN)
717
718	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
719	! Call COSPv2.0
720	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
721	cosp_status = COSP_SIMULATOR(cospIN, cospstateIN, cospOUT, start_idx,end_idx,.false.)
722	enddo
723	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
724	! Free up memory
725	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
726	call destroy_cospIN(cospIN)
727	call destroy_cospstateIN(cospstateIN)
728
729	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
730	! Copy new output to old output types.
731	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
732	! MISR
733	if (cfg%Lmisr_sim) then
734	if (cfg%LclMISR) misr%fq_MISR = cospOUT%misr_fq
735	! NOTE These 3 fields are not output, but were part of the v1.4.0 cosp_misr, so
736	! they are still computed. Should probably have a logical to control these
737	! outputs in cosp_config. In the meantime, only assign v1.4.0 outputs to
738	! v2.0 outputs IF a MISR diagnostic was requested.
739	if (cfg%LclMISR) misr%MISR_meanztop = cospOUT%misr_meanztop
740	if (cfg%LclMISR) misr%MISR_cldarea = cospOUT%misr_cldarea
741	if (cfg%LclMISR) misr%MISR_dist_model_layertops = cospOUT%misr_dist_model_layertops
742	endif
743
744	! ISCCP
745	if (cfg%Lisccp_sim) then
746	if (cfg%Lboxtauisccp) isccp%boxtau = cospOUT%isccp_boxtau
747	if (cfg%Lboxptopisccp) isccp%boxptop = cospOUT%isccp_boxptop
748	if (cfg%Lclisccp) isccp%fq_isccp = cospOUT%isccp_fq
749	if (cfg%Lcltisccp) isccp%totalcldarea = cospOUT%isccp_totalcldarea
750	if (cfg%Lmeantbisccp) isccp%meantb = cospOUT%isccp_meantb
751	if (cfg%Lmeantbclrisccp) isccp%meantbclr = cospOUT%isccp_meantbclr
752	if (cfg%Lpctisccp) isccp%meanptop = cospOUT%isccp_meanptop
753	if (cfg%Ltauisccp) isccp%meantaucld = cospOUT%isccp_meantaucld
754	if (cfg%Lalbisccp) isccp%meanalbedocld = cospOUT%isccp_meanalbedocld
755	endif
756
757	! MODIS
758	if (cfg%Lmodis_sim) then
759	if (cfg%Lcltmodis) modis%Cloud_Fraction_Total_Mean = &
760	cospOUT%modis_Cloud_Fraction_Total_Mean
761	if (cfg%Lclwmodis) modis%Cloud_Fraction_Water_Mean = &
762	cospOUT%modis_Cloud_Fraction_Water_Mean
763	if (cfg%Lclimodis) modis%Cloud_Fraction_Ice_Mean = &
764	cospOUT%modis_Cloud_Fraction_Ice_Mean
765	if (cfg%Lclhmodis) modis%Cloud_Fraction_High_Mean = &
766	cospOUT%modis_Cloud_Fraction_High_Mean
767	if (cfg%Lclmmodis) modis%Cloud_Fraction_Mid_Mean = &
768	cospOUT%modis_Cloud_Fraction_Mid_Mean
769	if (cfg%Lcllmodis) modis%Cloud_Fraction_Low_Mean = &
770	cospOUT%modis_Cloud_Fraction_Low_Mean
771	if (cfg%Ltautmodis) modis%Optical_Thickness_Total_Mean = &
772	cospOUT%modis_Optical_Thickness_Total_Mean
773	if (cfg%Ltauwmodis) modis%Optical_Thickness_Water_Mean = &
774	cospOUT%modis_Optical_Thickness_Water_Mean
775	if (cfg%Ltauimodis) modis%Optical_Thickness_Ice_Mean = &
776	cospOUT%modis_Optical_Thickness_Ice_Mean
777	if (cfg%Ltautlogmodis) modis%Optical_Thickness_Total_LogMean = &
778	cospOUT%modis_Optical_Thickness_Total_LogMean
779	if (cfg%Ltauwlogmodis) modis%Optical_Thickness_Water_LogMean = &
780	cospOUT%modis_Optical_Thickness_Water_LogMean
781	if (cfg%Ltauilogmodis) modis%Optical_Thickness_Ice_LogMean = &
782	cospOUT%modis_Optical_Thickness_Ice_LogMean
783	if (cfg%Lreffclwmodis) modis%Cloud_Particle_Size_Water_Mean = &
784	cospOUT%modis_Cloud_Particle_Size_Water_Mean
785	if (cfg%Lreffclimodis) modis%Cloud_Particle_Size_Ice_Mean = &
786	cospOUT%modis_Cloud_Particle_Size_Ice_Mean
787	if (cfg%Lpctmodis) modis%Cloud_Top_Pressure_Total_Mean = &
788	cospOUT%modis_Cloud_Top_Pressure_Total_Mean
789	if (cfg%Llwpmodis) modis%Liquid_Water_Path_Mean = &
790	cospOUT%modis_Liquid_Water_Path_Mean
791	if (cfg%Liwpmodis) modis%Ice_Water_Path_Mean = &
792	cospOUT%modis_Ice_Water_Path_Mean
793	if (cfg%Lclmodis) then
794	modis%Optical_Thickness_vs_Cloud_Top_Pressure = &
795	cospOUT%modis_Optical_Thickness_vs_Cloud_Top_Pressure
796	modis%Optical_Thickness_vs_ReffICE = cospOUT%modis_Optical_Thickness_vs_ReffICE
797	modis%Optical_Thickness_vs_ReffLIQ = cospOUT%modis_Optical_Thickness_vs_ReffLIQ
798	endif
799	endif
800
801	! PARASOL
802	if (cfg%Lparasol_sim) then
803	if (cfg%Lparasolrefl) sglidar%refl = cospOUT%parasolPix_refl
804	if (cfg%Lparasolrefl) stlidar%parasolrefl = cospOUT%parasolGrid_refl
805	endif
806
807	! RTTOV
808	if (cfg%Lrttov_sim) then
809	if (cfg%Ltbrttov) rttov%tbs = cospOUT%rttov_tbs
810	endif
811
812	! CALIPSO
813	if (cfg%Llidar_sim) then
814	! NOTE In COSPv2.0 all outputs are ordered from TOA-2-SFC, but in COSPv1.4 this is
815	! not true. To maintain the outputs of v1.4, the affected fields are flipped.
816
817	if (cfg%LlidarBetaMol532) then
818	sglidar%beta_mol = cospOUT%calipso_beta_mol!(:,sglidar%Nlevels:1:-1)
819	endif
820	if (cfg%Latb532) then
821	!cospOUT%calipso_beta_tot = cospOUT%calipso_beta_tot(:,:,sglidar%Nlevels:1:-1)
822	sglidar%beta_tot = cospOUT%calipso_beta_tot
823	endif
824	if (cfg%LcfadLidarsr532) then
825	stlidar%srbval = cospOUT%calipso_srbval
826	stlidar%cfad_sr = cospOUT%calipso_cfad_sr(:,:,vgrid%Nlvgrid:1:-1)
827	sglidar%betaperp_tot = cospOUT%calipso_betaperp_tot(:,:,sglidar%Nlevels:1:-1)
828	endif
829
830	if (cfg%Lclcalipso) then
831	stlidar%lidarcld = cospOUT%calipso_lidarcld(:,stlidar%Nlevels:1:-1)
832	endif
833	if (cfg%Lclhcalipso .or. cfg%Lclmcalipso .or. cfg%Lcllcalipso .or. cfg%Lcltcalipso) then
834	stlidar%cldlayer = cospOUT%calipso_cldlayer
835	endif
836	if (cfg%Lclcalipsoice .or. cfg%Lclcalipsoliq .or. cfg%Lclcalipsoun) then
837	stlidar%lidarcldphase = cospOUT%calipso_lidarcldphase(:,vgrid%Nlvgrid:1:-1,:)
838	endif
839	if (cfg%Lcllcalipsoice .or. cfg%Lclmcalipsoice .or. cfg%Lclhcalipsoice .or. &
840	cfg%Lcltcalipsoice .or. cfg%Lcllcalipsoliq .or. cfg%Lclmcalipsoliq .or. &
841	cfg%Lclhcalipsoliq .or. cfg%Lcltcalipsoliq .or. cfg%Lcllcalipsoun .or. &
842	cfg%Lclmcalipsoun .or. cfg%Lclhcalipsoun .or. cfg%Lcltcalipsoun) then
843	stlidar%cldlayerphase = cospOUT%calipso_cldlayerphase
844	endif
845	if (cfg%Lclcalipsotmp .or. cfg%Lclcalipsotmpliq .or. cfg%Lclcalipsoice .or. cfg%Lclcalipsotmpun) then
846	stlidar%lidarcldtmp = cospOUT%calipso_lidarcldtmp
847	endif
848	! Fields present, but not controlled by logical switch
849	if (any([cfg%Lclcalipsoliq,cfg%Lclcalipsoice,cfg%Lclcalipsoun,cfg%Lclcalipsotmp, &
850	cfg%Lclcalipsotmpliq,cfg%Lclcalipsotmpice,cfg%Lclcalipsotmpun,cfg%Lclhcalipsoliq,&
851	cfg%Lcllcalipsoliq,cfg%Lclmcalipsoliq,cfg%Lcltcalipsoliq,cfg%Lclhcalipsoice,&
852	cfg%Lcllcalipsoice,cfg%Lclmcalipsoice,cfg%Lcltcalipsoice,cfg%Lclhcalipsoun,&
853	cfg%Lcllcalipsoun,cfg%Lclmcalipsoun,cfg%Lcltcalipsoun])) then
854	sglidar%temp_tot = cospOUT%calipso_temp_tot(:,sglidar%Nlevels:1:-1)
855	sglidar%tau_tot = cospOUT%calipso_tau_tot(:,:,sglidar%Nlevels:1:-1)
856	endif
857	endif
858
859	! Cloudsat
860	if (cfg%Lradar_sim) then
861	! NOTE In COSP2 all outputs are ordered from TOA-2-SFC, but in COSPv1.4 this is
862	! not true. To maintain the outputs of v1.4, the affected fields are flipped.
863	if (cfg%Ldbze94) then
864	sgradar%Ze_tot = cospOUT%cloudsat_Ze_tot!(:,:,sgradar%Nlevels:1:-1)
865	endif
866	if (cfg%LcfadDbze94) then
867	stradar%cfad_ze = cospOUT%cloudsat_cfad_ze(:,:,stradar%Nlevels:1:-1)
868	endif
869	endif
870
871	! Combined instrument products
872	if (cfg%Lclcalipso2) then
873	stradar%lidar_only_freq_cloud = cospOUT%lidar_only_freq_cloud(:,stradar%Nlevels:1:-1)
874	endif
875	if (cfg%Lcltlidarradar) stradar%radar_lidar_tcc = cospOUT%radar_lidar_tcc
876
877	! Subcolumns
878	sgx%frac_out = sgx%frac_out(:,:,sgx%Nlevels:1:-1)
879
880	! Clean-up memory
881	call destroy_cosp_outputs(cospOUT)
882	deallocate(vgrid_zl,vgrid_zu,vgrid_z)
883
884	end subroutine cosp_interface_v1p4
885
886	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
887	! SUBROUTINE subsample_and_optics
888	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
889	subroutine subsample_and_optics(overlap,gbx,sgx,cfg,npoints,start_idx,end_idx,cospIN,cospgridIN)
890
891	! Inputs
892	integer, intent(in) :: overlap ! Overlap type in SCOPS: 1=max, 2=rand, 3=max/rand
893	type(cosp_gridbox),intent(in) :: gbx ! Grid box description
894	type(cosp_config),intent(in) :: cfg ! Configuration information
895	type(cosp_subgrid),intent(inout) :: sgx ! Sub-grid scale description
896	integer,intent(in) :: &
897	npoints, & ! Number of points
898	start_idx, & ! Starting index for subsetting input data.
899	end_idx ! Ending index for subsetting input data.
900	! Outputs
901	type(cosp_optical_inputs),intent(inout) :: &
902	cospIN ! Optical (or derived) fields needed by simulators
903	type(cosp_column_inputs),intent(inout) :: &
904	cospgridIN ! Model fields needed by simulators
905
906	! Local variables
907	integer :: i,j,k,ij
908	real(wp),dimension(npoints,gbx%Nlevels) :: column_frac_out,column_prec_out
909	real(wp),dimension(:,:), allocatable :: frac_ls,frac_cv,prec_ls,prec_cv,ls_p_rate,&
910	cv_p_rate,g_vol
911	real(wp),dimension(:,:,:),allocatable :: hm_matrix,re_matrix, &
912	Np_matrix,MODIS_cloudWater,MODIS_cloudIce, &
913	MODIS_watersize,MODIS_iceSize, &
914	MODIS_opticalThicknessLiq, &
915	MODIS_opticalThicknessIce
916	real(wp),dimension(:,:,:,:),allocatable :: mr_hydro,Reff,Np
917	type(rng_state),allocatable,dimension(:) :: rngs ! Seeds for random number generator
918	integer,dimension(:),allocatable :: seed
919	logical :: cmpGases=.true.
920
921	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
922	! Initialize COSP inputs
923	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
924	cospIN%tautot_S_liq = 0._wp
925	cospIN%tautot_S_ice = 0._wp
926	cospIN%emsfc_lw = gbx%isccp_emsfc_lw
927	cospIN%rcfg_cloudsat = rcfg_cloudsat
928	cospgridIN%hgt_matrix(1:nPoints,1:gbx%Nlevels) = gbx%zlev(start_idx:end_idx,gbx%Nlevels:1:-1)
929	cospgridIN%hgt_matrix_half(1:nPoints,1:gbx%Nlevels) = gbx%zlev_half(start_idx:end_idx,gbx%Nlevels:1:-1)
930	cospgridIN%sunlit(1:nPoints) = gbx%sunlit(start_idx:end_idx)
931	cospgridIN%skt(1:nPoints) = gbx%skt(start_idx:end_idx)
932	cospgridIN%land(1:nPoints) = gbx%land(start_idx:end_idx)
933	cospgridIN%qv(1:nPoints,1:gbx%Nlevels) = gbx%sh(start_idx:end_idx,gbx%Nlevels:1:-1)
934	cospgridIN%at(1:nPoints,1:gbx%Nlevels) = gbx%T(start_idx:end_idx,gbx%Nlevels:1:-1)
935	cospgridIN%pfull(1:nPoints,1:gbx%Nlevels) = gbx%p(start_idx:end_idx,gbx%Nlevels:1:-1)
936	cospgridIN%o3(1:nPoints,1:gbx%Nlevels) = gbx%mr_ozone(start_idx:end_idx,gbx%Nlevels:1:-1)(amd/amO3)1e6
937	cospgridIN%u_sfc(1:nPoints) = gbx%u_wind(start_idx:end_idx)
938	cospgridIN%v_sfc(1:nPoints) = gbx%v_wind(start_idx:end_idx)
939	cospgridIN%emis_sfc = gbx%surfem
940	cospgridIN%lat(1:nPoints) = gbx%latitude(start_idx:end_idx)
941	cospgridIN%lon(1:nPoints) = gbx%longitude(start_idx:end_idx)
942	cospgridIN%month = 2 ! This is needed by RTTOV only for the surface emissivity calculation.
943	cospgridIN%co2 = gbx%co2(amd/amCO2)1e6
944	cospgridIN%ch4 = gbx%ch4(amd/amCH4)1e6
945	cospgridIN%n2o = gbx%n2o(amd/amN2O)1e6
946	cospgridIN%co = gbx%co(amd/amCO)1e6
947	cospgridIN%zenang = gbx%zenang
948	cospgridIN%phalf(:,1) = 0._wp
949	cospgridIN%phalf(:,2:gbx%Nlevels+1) = gbx%ph(start_idx:end_idx,gbx%Nlevels:1:-1)
950	if (gbx%Ncolumns .gt. 1) then
951
952	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
953	! Random number generator
954	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
955	allocate(rngs(Npoints),seed(Npoints))
956	seed(:)=0
957	seed = int(gbx%psfc) ! In case of Npoints=1
958	if (Npoints .gt. 1) seed=int((gbx%psfc(start_idx:end_idx)-minval(gbx%psfc(start_idx:end_idx)))/ &
959	(maxval(gbx%psfc(start_idx:end_idx))-minval(gbx%psfc(start_idx:end_idx)))*100000) + 1
960	call init_rng(rngs, seed)
961
962	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
963	! Generate subcolumns for clouds (SCOPS) and precipitation type (PREC_SCOPS)
964	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
965	! Call SCOPS
966	if (gbx%Ncolumns .gt. 1) then
967	call scops(npoints,gbx%Nlevels,gbx%Ncolumns,rngs, &
968	gbx%tca(start_idx:end_idx,gbx%Nlevels:1:-1), &
969	gbx%cca(start_idx:end_idx,gbx%Nlevels:1:-1),overlap, &
970	sgx%frac_out(start_idx:end_idx,:,:),0)
971	deallocate(seed,rngs)
972	else
973	sgx%frac_out(start_idx:end_idx,:,:) = 1
974	endif
975	cospIN%frac_out=sgx%frac_out(start_idx:end_idx,:,:)
976
977	! Sum up precipitation rates
978	allocate(ls_p_rate(npoints,gbx%Nlevels),cv_p_rate(npoints,gbx%Nlevels))
979	if(gbx%use_precipitation_fluxes) then
980	ls_p_rate(:,gbx%Nlevels:1:-1) = gbx%rain_ls(start_idx:end_idx,1:gbx%Nlevels) + &
981	gbx%snow_ls(start_idx:end_idx,1:gbx%Nlevels) + &
982	gbx%grpl_ls(start_idx:end_idx,1:gbx%Nlevels)
983	cv_p_rate(:,gbx%Nlevels:1:-1) = gbx%rain_cv(start_idx:end_idx,1:gbx%Nlevels) + &
984	gbx%snow_cv(start_idx:end_idx,1:gbx%Nlevels)
985	else
986	ls_p_rate(:,gbx%Nlevels:1:-1) = &
987	gbx%mr_hydro(start_idx:end_idx,1:gbx%Nlevels,I_LSRAIN) + &
988	gbx%mr_hydro(start_idx:end_idx,1:gbx%Nlevels,I_LSSNOW) + &
989	gbx%mr_hydro(start_idx:end_idx,1:gbx%Nlevels,I_LSGRPL)
990	cv_p_rate(:,gbx%Nlevels:1:-1) = &
991	gbx%mr_hydro(start_idx:end_idx,1:gbx%Nlevels,I_CVRAIN) + &
992	gbx%mr_hydro(start_idx:end_idx,1:gbx%Nlevels,I_CVSNOW)
993	endif
994
995	! Call PREC_SCOPS
996	call prec_scops(npoints,gbx%Nlevels,gbx%Ncolumns,ls_p_rate,cv_p_rate, &
997	sgx%frac_out(start_idx:end_idx,:,:), &
998	sgx%prec_frac(start_idx:end_idx,:,:))
999	deallocate(ls_p_rate,cv_p_rate)
1000
1001	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1002	! Compute precipitation fraction in each gridbox
1003	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1004	! Allocate
1005	allocate(frac_ls(npoints,gbx%Nlevels),prec_ls(npoints,gbx%Nlevels), &
1006	frac_cv(npoints,gbx%Nlevels),prec_cv(npoints,gbx%Nlevels))
1007
1008	! Initialize
1009	frac_ls(1:npoints,1:gbx%Nlevels) = 0._wp
1010	prec_ls(1:npoints,1:gbx%Nlevels) = 0._wp
1011	frac_cv(1:npoints,1:gbx%Nlevels) = 0._wp
1012	prec_cv(1:npoints,1:gbx%Nlevels) = 0._wp
1013	do j=1,npoints,1
1014	do k=1,gbx%Nlevels,1
1015	do i=1,gbx%Ncolumns,1
1016	if (sgx%frac_out(start_idx+j-1,i,gbx%Nlevels+1-k) == I_LSC) &
1017	frac_ls(j,k) = frac_ls(j,k)+1._wp
1018	if (sgx%frac_out(start_idx+j-1,i,gbx%Nlevels+1-k) == I_CVC) &
1019	frac_cv(j,k) = frac_cv(j,k)+1._wp
1020	if (sgx%prec_frac(start_idx+j-1,i,gbx%Nlevels+1-k) .eq. 1) &
1021	prec_ls(j,k) = prec_ls(j,k)+1._wp
1022	if (sgx%prec_frac(start_idx+j-1,i,gbx%Nlevels+1-k) .eq. 2) &
1023	prec_cv(j,k) = prec_cv(j,k)+1._wp
1024	if (sgx%prec_frac(start_idx+j-1,i,gbx%Nlevels+1-k) .eq. 3) &
1025	prec_cv(j,k) = prec_cv(j,k)+1._wp
1026	if (sgx%prec_frac(start_idx+j-1,i,gbx%Nlevels+1-k) .eq. 3) &
1027	prec_ls(j,k) = prec_ls(j,k)+1._wp
1028	enddo
1029	frac_ls(j,k)=frac_ls(j,k)/gbx%Ncolumns
1030	frac_cv(j,k)=frac_cv(j,k)/gbx%Ncolumns
1031	prec_ls(j,k)=prec_ls(j,k)/gbx%Ncolumns
1032	prec_cv(j,k)=prec_cv(j,k)/gbx%Ncolumns
1033	enddo
1034	enddo
1035
1036	! Flip SCOPS output from TOA-to-SFC to SFC-to-TOA
1037	sgx%frac_out(start_idx:end_idx,:,1:gbx%Nlevels) = &
1038	sgx%frac_out(start_idx:end_idx,:,gbx%Nlevels:1:-1)
1039	sgx%prec_frac(start_idx:end_idx,:,1:gbx%Nlevels) = &
1040	sgx%prec_frac(start_idx:end_idx,:,gbx%Nlevels:1:-1)
1041
1042	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1043	! Compute mixing ratios, effective radii and precipitation fluxes for clouds
1044	! and precipitation
1045	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1046	allocate(mr_hydro(npoints, gbx%Ncolumns, gbx%Nlevels, gbx%Nhydro), &
1047	Reff( npoints, gbx%Ncolumns, gbx%Nlevels, gbx%Nhydro), &
1048	Np( npoints, gbx%Ncolumns, gbx%Nlevels, gbx%Nhydro))
1049	mr_hydro(:,:,:,:) = 0._wp
1050	Reff(:,:,:,:) = 0._wp
1051	Np(:,:,:,:) = 0._wp
1052	do k=1,gbx%Ncolumns
1053	! Subcolumn cloud fraction
1054	column_frac_out = sgx%frac_out(start_idx:end_idx,k,:)
1055
1056	! LS clouds
1057	where (column_frac_out == I_LSC)
1058	mr_hydro(:,k,:,I_LSCLIQ) = gbx%mr_hydro(start_idx:end_idx,:,I_LSCLIQ)
1059	mr_hydro(:,k,:,I_LSCICE) = gbx%mr_hydro(start_idx:end_idx,:,I_LSCICE)
1060	Reff(:,k,:,I_LSCLIQ) = gbx%Reff(start_idx:end_idx,:,I_LSCLIQ)
1061	Reff(:,k,:,I_LSCICE) = gbx%Reff(start_idx:end_idx,:,I_LSCICE)
1062	Np(:,k,:,I_LSCLIQ) = gbx%Np(start_idx:end_idx,:,I_LSCLIQ)
1063	Np(:,k,:,I_LSCICE) = gbx%Np(start_idx:end_idx,:,I_LSCICE)
1064	! CONV clouds
1065	elsewhere (column_frac_out == I_CVC)
1066	mr_hydro(:,k,:,I_CVCLIQ) = gbx%mr_hydro(start_idx:end_idx,:,I_CVCLIQ)
1067	mr_hydro(:,k,:,I_CVCICE) = gbx%mr_hydro(start_idx:end_idx,:,I_CVCICE)
1068	Reff(:,k,:,I_CVCLIQ) = gbx%Reff(start_idx:end_idx,:,I_CVCLIQ)
1069	Reff(:,k,:,I_CVCICE) = gbx%Reff(start_idx:end_idx,:,I_CVCICE)
1070	Np(:,k,:,I_CVCLIQ) = gbx%Np(start_idx:end_idx,:,I_CVCLIQ)
1071	Np(:,k,:,I_CVCICE) = gbx%Np(start_idx:end_idx,:,I_CVCICE)
1072	end where
1073
1074	! Subcolumn precipitation
1075	column_prec_out = sgx%prec_frac(start_idx:end_idx,k,:)
1076
1077	! LS Precipitation
1078	where ((column_prec_out == 1) .or. (column_prec_out == 3) )
1079	Reff(:,k,:,I_LSRAIN) = gbx%Reff(start_idx:end_idx,:,I_LSRAIN)
1080	Reff(:,k,:,I_LSSNOW) = gbx%Reff(start_idx:end_idx,:,I_LSSNOW)
1081	Reff(:,k,:,I_LSGRPL) = gbx%Reff(start_idx:end_idx,:,I_LSGRPL)
1082	Np(:,k,:,I_LSRAIN) = gbx%Np(start_idx:end_idx,:,I_LSRAIN)
1083	Np(:,k,:,I_LSSNOW) = gbx%Np(start_idx:end_idx,:,I_LSSNOW)
1084	Np(:,k,:,I_LSGRPL) = gbx%Np(start_idx:end_idx,:,I_LSGRPL)
1085	! CONV precipitation
1086	elsewhere ((column_prec_out == 2) .or. (column_prec_out == 3))
1087	Reff(:,k,:,I_CVRAIN) = gbx%Reff(start_idx:end_idx,:,I_CVRAIN)
1088	Reff(:,k,:,I_CVSNOW) = gbx%Reff(start_idx:end_idx,:,I_CVSNOW)
1089	Np(:,k,:,I_CVRAIN) = gbx%Np(start_idx:end_idx,:,I_CVRAIN)
1090	Np(:,k,:,I_CVSNOW) = gbx%Np(start_idx:end_idx,:,I_CVSNOW)
1091	end where
1092	enddo
1093
1094	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1095	! Convert the mixing ratio and precipitation fluxes from gridbox mean to
1096	! the fraction-based values
1097	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1098	do k=1,gbx%Nlevels
1099	do j=1,npoints
1100	! Clouds
1101	if (frac_ls(j,k) .ne. 0.) then
1102	mr_hydro(j,:,k,I_LSCLIQ) = mr_hydro(j,:,k,I_LSCLIQ)/frac_ls(j,k)
1103	mr_hydro(j,:,k,I_LSCICE) = mr_hydro(j,:,k,I_LSCICE)/frac_ls(j,k)
1104	endif
1105	if (frac_cv(j,k) .ne. 0.) then
1106	mr_hydro(j,:,k,I_CVCLIQ) = mr_hydro(j,:,k,I_CVCLIQ)/frac_cv(j,k)
1107	mr_hydro(j,:,k,I_CVCICE) = mr_hydro(j,:,k,I_CVCICE)/frac_cv(j,k)
1108	endif
1109	! Precipitation
1110	if (gbx%use_precipitation_fluxes) then
1111	if (prec_ls(j,k) .ne. 0.) then
1112	gbx%rain_ls(start_idx+j-1,k) = gbx%rain_ls(start_idx+j-1,k)/prec_ls(j,k)
1113	gbx%snow_ls(start_idx+j-1,k) = gbx%snow_ls(start_idx+j-1,k)/prec_ls(j,k)
1114	gbx%grpl_ls(start_idx+j-1,k) = gbx%grpl_ls(start_idx+j-1,k)/prec_ls(j,k)
1115	endif
1116	if (prec_cv(j,k) .ne. 0.) then
1117	gbx%rain_cv(start_idx+j-1,k) = gbx%rain_cv(start_idx+j-1,k)/prec_cv(j,k)
1118	gbx%snow_cv(start_idx+j-1,k) = gbx%snow_cv(start_idx+j-1,k)/prec_cv(j,k)
1119	endif
1120	else
1121	if (prec_ls(j,k) .ne. 0.) then
1122	mr_hydro(j,:,k,I_LSRAIN) = mr_hydro(j,:,k,I_LSRAIN)/prec_ls(j,k)
1123	mr_hydro(j,:,k,I_LSSNOW) = mr_hydro(j,:,k,I_LSSNOW)/prec_ls(j,k)
1124	mr_hydro(j,:,k,I_LSGRPL) = mr_hydro(j,:,k,I_LSGRPL)/prec_ls(j,k)
1125	endif
1126	if (prec_cv(j,k) .ne. 0.) then
1127	mr_hydro(j,:,k,I_CVRAIN) = mr_hydro(j,:,k,I_CVRAIN)/prec_cv(j,k)
1128	mr_hydro(j,:,k,I_CVSNOW) = mr_hydro(j,:,k,I_CVSNOW)/prec_cv(j,k)
1129	endif
1130	endif
1131	enddo
1132	enddo
1133	deallocate(frac_ls,prec_ls,frac_cv,prec_cv)
1134
1135	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1136	! Convert precipitation fluxes to mixing ratios
1137	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1138	if (gbx%use_precipitation_fluxes) then
1139	call cosp_precip_mxratio(npoints, gbx%Nlevels, gbx%Ncolumns, &
1140	gbx%p(start_idx:end_idx,:),gbx%T(start_idx:end_idx,:),&
1141	sgx%prec_frac(start_idx:end_idx,:,:), 1._wp, &
1142	n_ax(I_LSRAIN), n_bx(I_LSRAIN), alpha_x(I_LSRAIN), &
1143	c_x(I_LSRAIN), d_x(I_LSRAIN), g_x(I_LSRAIN), &
1144	a_x(I_LSRAIN), b_x(I_LSRAIN), gamma_1(I_LSRAIN), &
1145	gamma_2(I_LSRAIN),gamma_3(I_LSRAIN),gamma_4(I_LSRAIN),&
1146	gbx%rain_ls(start_idx:end_idx,:), &
1147	mr_hydro(:,:,:,I_LSRAIN),Reff(:,:,:,I_LSRAIN))
1148	call cosp_precip_mxratio(npoints, gbx%Nlevels, gbx%Ncolumns, &
1149	gbx%p(start_idx:end_idx,:),gbx%T(start_idx:end_idx,:),&
1150	sgx%prec_frac(start_idx:end_idx,:,:), 1._wp, &
1151	n_ax(I_LSSNOW), n_bx(I_LSSNOW), alpha_x(I_LSSNOW), &
1152	c_x(I_LSSNOW), d_x(I_LSSNOW), g_x(I_LSSNOW), &
1153	a_x(I_LSSNOW), b_x(I_LSSNOW), gamma_1(I_LSSNOW), &
1154	gamma_2(I_LSSNOW),gamma_3(I_LSSNOW),gamma_4(I_LSSNOW),&
1155	gbx%snow_ls(start_idx:end_idx,:), &
1156	mr_hydro(:,:,:,I_LSSNOW),Reff(:,:,:,I_LSSNOW))
1157	call cosp_precip_mxratio(npoints, gbx%Nlevels, gbx%Ncolumns, &
1158	gbx%p(start_idx:end_idx,:),gbx%T(start_idx:end_idx,:),&
1159	sgx%prec_frac(start_idx:end_idx,:,:), 2._wp, &
1160	n_ax(I_CVRAIN), n_bx(I_CVRAIN), alpha_x(I_CVRAIN), &
1161	c_x(I_CVRAIN), d_x(I_CVRAIN), g_x(I_CVRAIN), &
1162	a_x(I_CVRAIN), b_x(I_CVRAIN), gamma_1(I_CVRAIN), &
1163	gamma_2(I_CVRAIN),gamma_3(I_CVRAIN),gamma_4(I_CVRAIN),&
1164	gbx%rain_cv(start_idx:end_idx,:), &
1165	mr_hydro(:,:,:,I_CVRAIN),Reff(:,:,:,I_CVRAIN))
1166	call cosp_precip_mxratio(npoints, gbx%Nlevels, gbx%Ncolumns, &
1167	gbx%p(start_idx:end_idx,:),gbx%T(start_idx:end_idx,:),&
1168	sgx%prec_frac(start_idx:end_idx,:,:), 2._wp, &
1169	n_ax(I_CVSNOW), n_bx(I_CVSNOW), alpha_x(I_CVSNOW), &
1170	c_x(I_CVSNOW), d_x(I_CVSNOW), g_x(I_CVSNOW), &
1171	a_x(I_CVSNOW), b_x(I_CVSNOW), gamma_1(I_CVSNOW), &
1172	gamma_2(I_CVSNOW),gamma_3(I_CVSNOW),gamma_4(I_CVSNOW),&
1173	gbx%snow_cv(start_idx:end_idx,:), &
1174	mr_hydro(:,:,:,I_CVSNOW),Reff(:,:,:,I_CVSNOW))
1175	call cosp_precip_mxratio(npoints, gbx%Nlevels, gbx%Ncolumns, &
1176	gbx%p(start_idx:end_idx,:),gbx%T(start_idx:end_idx,:),&
1177	sgx%prec_frac(start_idx:end_idx,:,:), 1._wp, &
1178	n_ax(I_LSGRPL), n_bx(I_LSGRPL), alpha_x(I_LSGRPL), &
1179	c_x(I_LSGRPL), d_x(I_LSGRPL), g_x(I_LSGRPL), &
1180	a_x(I_LSGRPL), b_x(I_LSGRPL), gamma_1(I_LSGRPL), &
1181	gamma_2(I_LSGRPL),gamma_3(I_LSGRPL),gamma_4(I_LSGRPL),&
1182	gbx%grpl_ls(start_idx:end_idx,:), &
1183	mr_hydro(:,:,:,I_LSGRPL),Reff(:,:,:,I_LSGRPL))
1184	endif
1185	else
1186	allocate(mr_hydro(npoints, 1, gbx%Nlevels, gbx%Nhydro), &
1187	Reff(npoints, 1, gbx%Nlevels, gbx%Nhydro), &
1188	Np(npoints, 1, gbx%Nlevels, gbx%Nhydro))
1189	mr_hydro(:,1,:,:) = gbx%mr_hydro(start_idx:end_idx,:,:)
1190	Reff(:,1,:,:) = gbx%Reff(start_idx:end_idx,:,:)
1191	Np(:,1,:,:) = gbx%Np(start_idx:end_idx,:,:)
1192	where(gbx%dtau_s(start_idx:end_idx,:) .gt. 0)
1193	sgx%frac_out(start_idx:end_idx,1,:) = 1
1194	endwhere
1195	endif
1196
1197	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1198	! 11 micron emissivity
1199	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1200	call cosp_simulator_optics(npoints,gbx%Ncolumns,gbx%Nlevels, &
1201	sgx%frac_out(start_idx:end_idx,:,gbx%Nlevels:1:-1), &
1202	gbx%dem_c(start_idx:end_idx,gbx%Nlevels:1:-1), &
1203	gbx%dem_s(start_idx:end_idx,gbx%Nlevels:1:-1), &
1204	cospIN%emiss_11)
1205
1206	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1207	! 0.67 micron optical depth
1208	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1209	call cosp_simulator_optics(npoints,gbx%Ncolumns,gbx%Nlevels, &
1210	sgx%frac_out(start_idx:end_idx,:,gbx%Nlevels:1:-1), &
1211	gbx%dtau_c(start_idx:end_idx,gbx%Nlevels:1:-1), &
1212	gbx%dtau_s(start_idx:end_idx,gbx%Nlevels:1:-1), &
1213	cospIN%tau_067)
1214
1215	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1216	! LIDAR Polarized optics
1217	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1218	if (cfg%Llidar_sim) then
1219	call lidar_optics(npoints,gbx%Ncolumns,gbx%Nlevels,4,gbx%lidar_ice_type, &
1220	mr_hydro(:,:,cospIN%Nlevels:1:-1,I_LSCLIQ), &
1221	mr_hydro(:,:,cospIN%Nlevels:1:-1,I_LSCICE), &
1222	mr_hydro(:,:,cospIN%Nlevels:1:-1,I_CVCLIQ), &
1223	mr_hydro(:,:,cospIN%Nlevels:1:-1,I_CVCICE), &
1224	gbx%Reff(start_idx:end_idx,cospIN%Nlevels:1:-1,I_LSCLIQ), &
1225	gbx%Reff(start_idx:end_idx,cospIN%Nlevels:1:-1,I_LSCICE), &
1226	gbx%Reff(start_idx:end_idx,cospIN%Nlevels:1:-1,I_CVCLIQ), &
1227	gbx%Reff(start_idx:end_idx,cospIN%Nlevels:1:-1,I_CVCICE), &
1228	cospgridIN%pfull,cospgridIN%phalf,cospgridIN%at, &
1229	cospIN%beta_mol,cospIN%betatot,cospIN%tau_mol,cospIN%tautot, &
1230	cospIN%tautot_S_liq,cospIN%tautot_S_ice, &
1231	betatot_ice = cospIN%betatot_ice, &
1232	betatot_liq=cospIN%betatot_liq,tautot_ice=cospIN%tautot_ice, &
1233	tautot_liq = cospIN%tautot_liq)
1234	endif
1235	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1236	! CLOUDSAT RADAR OPTICS
1237	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1238	if (cfg%Lradar_sim) then
1239	allocate(g_vol(nPoints,gbx%Nlevels))
1240	do ij=1,gbx%Ncolumns
1241	if (ij .eq. 1) then
1242	cmpGases = .true.
1243	call quickbeam_optics(sd, rcfg_cloudsat,npoints,gbx%Nlevels, R_UNDEF, &
1244	mr_hydro(:,ij,gbx%Nlevels:1:-1,1:N_HYDRO)*1000._wp, &
1245	Reff(:,ij,gbx%Nlevels:1:-1,1:N_HYDRO)*1.e6_wp, &
1246	Np(:,ij,gbx%Nlevels:1:-1,1:N_HYDRO), &
1247	gbx%p(start_idx:end_idx,gbx%Nlevels:1:-1), &
1248	gbx%T(start_idx:end_idx,gbx%Nlevels:1:-1), &
1249	gbx%sh(start_idx:end_idx,gbx%Nlevels:1:-1),cmpGases, &
1250	cospIN%z_vol_cloudsat(1:npoints,ij,:), &
1251	cospIN%kr_vol_cloudsat(1:npoints,ij,:), &
1252	cospIN%g_vol_cloudsat(1:npoints,ij,:),g_vol_out=g_vol)
1253	else
1254	cmpGases = .false.
1255	call quickbeam_optics(sd, rcfg_cloudsat,npoints,gbx%Nlevels, R_UNDEF, &
1256	mr_hydro(:,ij,gbx%Nlevels:1:-1,1:N_HYDRO)*1000._wp, &
1257	Reff(:,ij,gbx%Nlevels:1:-1,1:N_HYDRO)*1.e6_wp, &
1258	Np(:,ij,gbx%Nlevels:1:-1,1:N_HYDRO), &
1259	gbx%p(start_idx:end_idx,gbx%Nlevels:1:-1), &
1260	gbx%T(start_idx:end_idx,gbx%Nlevels:1:-1), &
1261	gbx%sh(start_idx:end_idx,gbx%Nlevels:1:-1),cmpGases, &
1262	cospIN%z_vol_cloudsat(1:npoints,ij,:), &
1263	cospIN%kr_vol_cloudsat(1:npoints,ij,:), &
1264	cospIN%g_vol_cloudsat(1:npoints,ij,:),g_vol_in=g_vol)
1265	end if
1266	enddo
1267	end if
1268	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1269	! MODIS optics
1270	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1271	if (cfg%Lmodis_sim) then
1272	! Allocate memory
1273	allocate(MODIS_cloudWater(npoints,gbx%Ncolumns,gbx%Nlevels), &
1274	MODIS_cloudIce(npoints,gbx%Ncolumns,gbx%Nlevels), &
1275	MODIS_waterSize(npoints,gbx%Ncolumns,gbx%Nlevels), &
1276	MODIS_iceSize(npoints,gbx%Ncolumns,gbx%Nlevels), &
1277	MODIS_opticalThicknessLiq(npoints,gbx%Ncolumns,gbx%Nlevels), &
1278	MODIS_opticalThicknessIce(npoints,gbx%Ncolumns,gbx%Nlevels))
1279	! Cloud water
1280	call cosp_simulator_optics(npoints,gbx%Ncolumns,gbx%Nlevels, &
1281	sgx%frac_out(start_idx:end_idx,:,:),mr_hydro(:,:,:,I_CVCLIQ), &
1282	mr_hydro(:,:,:,I_LSCLIQ),MODIS_cloudWater(:, :, gbx%Nlevels:1:-1))
1283	! Cloud ice
1284	call cosp_simulator_optics(npoints,gbx%Ncolumns,gbx%Nlevels, &
1285	sgx%frac_out(start_idx:end_idx,:,:),mr_hydro(:,:,:,I_CVCICE), &
1286	mr_hydro(:,:,:,I_LSCICE),MODIS_cloudIce(:, :, gbx%Nlevels:1:-1))
1287	! Water droplet size
1288	call cosp_simulator_optics(npoints,gbx%Ncolumns,gbx%Nlevels, &
1289	sgx%frac_out(start_idx:end_idx,:,:),reff(:,:,:,I_CVCLIQ), &
1290	reff(:,:,:,I_LSCLIQ),MODIS_waterSize(:, :, gbx%Nlevels:1:-1))
1291	! Ice crystal size
1292	call cosp_simulator_optics(npoints,gbx%Ncolumns,gbx%Nlevels, &
1293	sgx%frac_out(start_idx:end_idx,:,:),reff(:,:,:,I_CVCICE), &
1294	reff(:,:,:,I_LSCICE),MODIS_iceSize(:, :, gbx%Nlevels:1:-1))
1295	! Partition optical thickness into liquid and ice parts
1296	call modis_optics_partition(npoints,gbx%Nlevels,gbx%Ncolumns,MODIS_cloudWater, &
1297	MODIS_cloudIce,MODIS_waterSize,MODIS_iceSize,cospIN%tau_067, &
1298	MODIS_opticalThicknessLiq, MODIS_opticalThicknessIce)
1299	! Compute assymetry parameter and single scattering albedo
1300	call modis_optics(npoints,gbx%Nlevels,gbx%Ncolumns,MODIS_opticalThicknessLiq, &
1301	MODIS_waterSize1.0e6_wp,MODIS_opticalThicknessIce,MODIS_iceSize1.0e6_wp, &
1302	cospIN%fracLiq, cospIN%asym, cospIN%ss_alb)
1303
1304	! Deallocate memory
1305	deallocate(MODIS_cloudWater,MODIS_cloudIce,MODIS_WaterSize,MODIS_iceSize, &
1306	MODIS_opticalThicknessLiq,MODIS_opticalThicknessIce,mr_hydro, &
1307	Reff,Np)
1308	end if
1309
1310	end subroutine subsample_and_optics
1311
1312	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1313	! SUBROUTINE construct_cosp_gridbox
1314	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1315	SUBROUTINE CONSTRUCT_cosp_gridbox(time,time_bnds,radar_freq,surface_radar, &
1316	use_mie_tables,use_gas_abs,do_ray,melt_lay,k2, &
1317	Npoints,Nlevels,Ncolumns,Nhydro,Nprmts_max_hydro,&
1318	Naero,Nprmts_max_aero,Npoints_it,lidar_ice_type, &
1319	isccp_top_height,isccp_top_height_direction, &
1320	isccp_overlap,isccp_emsfc_lw, &
1321	use_precipitation_fluxes,use_reff,Plat,Sat,Inst, &
1322	Nchan,ZenAng,Ichan,SurfEm,co2,ch4,n2o,co, &
1323	y,load_LUT)
1324	! Inputs
1325	double precision,intent(in) :: &
1326	time, & ! Time since start of run [days]
1327	time_bnds(2) ! Time boundaries
1328	integer,intent(in) :: &
1329	surface_radar, & ! surface=1,spaceborne=0
1330	use_mie_tables, & ! use a precomputed lookup table? yes=1,no=0,2=use first
1331	! column everywhere
1332	use_gas_abs, & ! include gaseous absorption? yes=1,no=0
1333	do_ray, & ! calculate/output Rayleigh refl=1, not=0
1334	melt_lay, & ! melting layer model off=0, on=1
1335	Npoints, & ! Number of gridpoints
1336	Nlevels, & ! Number of levels
1337	Ncolumns, & ! Number of columns
1338	Nhydro, & ! Number of hydrometeors
1339	Nprmts_max_hydro, & ! Max number of parameters for hydrometeor size
1340	! distributions
1341	Naero, & ! Number of aerosol species
1342	Nprmts_max_aero, & ! Max number of parameters for aerosol size distributions
1343	Npoints_it, & ! Number of gridpoints processed in one iteration
1344	lidar_ice_type, & ! Ice particle shape in lidar calculations (0=ice-spheres ;
1345	! 1=ice-non-spherical)
1346	isccp_top_height , & !
1347	isccp_top_height_direction, & !
1348	isccp_overlap, & !
1349	Plat, & ! RTTOV satellite platform
1350	Sat, & ! RTTOV satellite
1351	Inst, & ! RTTOV instrument
1352	Nchan ! RTTOV number of channels
1353	integer,intent(in),dimension(Nchan) :: &
1354	Ichan
1355	real(wp),intent(in) :: &
1356	radar_freq, & ! Radar frequency [GHz]
1357	k2, & ! \|K\|^2, -1=use frequency dependent default
1358	isccp_emsfc_lw, & ! 11microm surface emissivity
1359	co2, & ! CO2
1360	ch4, & ! CH4
1361	n2o, & ! N2O
1362	co, & ! CO
1363	ZenAng ! RTTOV zenith abgle
1364	real(wp),intent(in),dimension(Nchan) :: &
1365	SurfEm
1366	logical,intent(in) :: &
1367	use_precipitation_fluxes,&
1368	use_reff
1369	logical,intent(in),optional :: load_LUT
1370
1371	! Outputs
1372	type(cosp_gridbox),intent(out) :: y
1373
1374	! local variables
1375	logical :: local_load_LUT
1376
1377	if (present(load_LUT)) then
1378	local_load_LUT = load_LUT
1379	else
1380	local_load_LUT = RADAR_SIM_LOAD_scale_LUTs_flag
1381	endif
1382
1383	! Dimensions and scalars
1384	y%radar_freq = radar_freq
1385	y%surface_radar = surface_radar
1386	y%use_mie_tables = use_mie_tables
1387	y%use_gas_abs = use_gas_abs
1388	y%do_ray = do_ray
1389	y%melt_lay = melt_lay
1390	y%k2 = k2
1391	y%Npoints = Npoints
1392	y%Nlevels = Nlevels
1393	y%Ncolumns = Ncolumns
1394	y%Nhydro = Nhydro
1395	y%Nprmts_max_hydro = Nprmts_max_hydro
1396	y%Naero = Naero
1397	y%Nprmts_max_aero = Nprmts_max_aero
1398	y%Npoints_it = Npoints_it
1399	y%lidar_ice_type = lidar_ice_type
1400	y%isccp_top_height = isccp_top_height
1401	y%isccp_top_height_direction = isccp_top_height_direction
1402	y%isccp_overlap = isccp_overlap
1403	y%isccp_emsfc_lw = isccp_emsfc_lw
1404	y%use_precipitation_fluxes = use_precipitation_fluxes
1405	y%use_reff = use_reff
1406	y%time = time
1407	y%time_bnds = time_bnds
1408
1409	! RTTOV parameters
1410	y%Plat = Plat
1411	y%Sat = Sat
1412	y%Inst = Inst
1413	y%Nchan = Nchan
1414	y%ZenAng = ZenAng
1415	y%co2 = co2
1416	y%ch4 = ch4
1417	y%n2o = n2o
1418	y%co = co
1419
1420	! Gridbox information (Npoints,Nlevels)
1421	allocate(y%zlev(Npoints,Nlevels),y%zlev_half(Npoints,Nlevels), &
1422	y%dlev(Npoints,Nlevels),y%p(Npoints,Nlevels),y%ph(Npoints,Nlevels), &
1423	y%T(Npoints,Nlevels),y%q(Npoints,Nlevels), y%sh(Npoints,Nlevels), &
1424	y%dtau_s(Npoints,Nlevels),y%dtau_c(Npoints,Nlevels), &
1425	y%dem_s(Npoints,Nlevels),y%dem_c(Npoints,Nlevels),y%tca(Npoints,Nlevels), &
1426	y%cca(Npoints,Nlevels),y%rain_ls(Npoints,Nlevels), &
1427	y%rain_cv(Npoints,Nlevels),y%grpl_ls(Npoints,Nlevels), &
1428	y%snow_ls(Npoints,Nlevels),y%snow_cv(Npoints,Nlevels), &
1429	y%mr_ozone(Npoints,Nlevels))
1430
1431	! Surface information and geolocation (Npoints)
1432	allocate(y%toffset(Npoints),y%longitude(Npoints),y%latitude(Npoints),y%psfc(Npoints),&
1433	y%land(Npoints),y%sunlit(Npoints),y%skt(Npoints),y%u_wind(Npoints), &
1434	y%v_wind(Npoints))
1435
1436	! Hydrometeors concentration and distribution parameters
1437	allocate(y%mr_hydro(Npoints,Nlevels,Nhydro),y%Reff(Npoints,Nlevels,Nhydro), &
1438	y%dist_prmts_hydro(Nprmts_max_hydro,Nhydro),y%Np(Npoints,Nlevels,Nhydro))
1439
1440	! Aerosols concentration and distribution parameters
1441	allocate(y%conc_aero(Npoints,Nlevels,Naero), y%dist_type_aero(Naero), &
1442	y%dist_prmts_aero(Npoints,Nlevels,Nprmts_max_aero,Naero))
1443
1444	! RTTOV channels and sfc. emissivity
1445	allocate(y%ichan(Nchan),y%surfem(Nchan))
1446	y%ichan = ichan
1447	y%surfem = surfem
1448
1449	! Initialize
1450	y%zlev = 0.0
1451	y%zlev_half = 0.0
1452	y%dlev = 0.0
1453	y%p = 0.0
1454	y%ph = 0.0
1455	y%T = 0.0
1456	y%q = 0.0
1457	y%sh = 0.0
1458	y%dtau_s = 0.0
1459	y%dtau_c = 0.0
1460	y%dem_s = 0.0
1461	y%dem_c = 0.0
1462	y%tca = 0.0
1463	y%cca = 0.0
1464	y%rain_ls = 0.0
1465	y%rain_cv = 0.0
1466	y%grpl_ls = 0.0
1467	y%snow_ls = 0.0
1468	y%snow_cv = 0.0
1469	y%Reff = 0.0
1470	y%Np = 0.0
1471	y%mr_ozone = 0.0
1472	y%u_wind = 0.0
1473	y%v_wind = 0.0
1474	y%toffset = 0.0
1475	y%longitude = 0.0
1476	y%latitude = 0.0
1477	y%psfc = 0.0
1478	y%land = 0.0
1479	y%sunlit = 0.0
1480	y%skt = 0.0
1481	y%mr_hydro = 0.0
1482	y%dist_prmts_hydro = 0.0
1483	y%conc_aero = 0.0
1484	y%dist_type_aero = 0
1485	y%dist_prmts_aero = 0.0
1486
1487	END SUBROUTINE CONSTRUCT_cosp_gridbox
1488
1489	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1490	! SUBROUTINE destroy_cosp_gridbox
1491	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1492	SUBROUTINE destroy_cosp_gridbox(y,save_LUT)
1493
1494	type(cosp_gridbox),intent(inout) :: y
1495	logical,intent(in),optional :: save_LUT
1496
1497	logical :: local_save_LUT
1498	if (present(save_LUT)) then
1499	local_save_LUT = save_LUT
1500	else
1501	local_save_LUT = RADAR_SIM_UPDATE_scale_LUTs_flag
1502	endif
1503
1504	! save any updates to radar simulator LUT
1505	if (local_save_LUT) call save_scale_LUTs(y%hp)
1506
1507	deallocate(y%zlev,y%zlev_half,y%dlev,y%p,y%ph,y%T,y%q,y%sh,y%dtau_s,y%dtau_c,y%dem_s,&
1508	y%dem_c,y%toffset,y%longitude,y%latitude,y%psfc,y%land,y%tca,y%cca, &
1509	y%mr_hydro,y%dist_prmts_hydro,y%conc_aero,y%dist_type_aero, &
1510	y%dist_prmts_aero,y%rain_ls,y%rain_cv,y%snow_ls,y%snow_cv,y%grpl_ls, &
1511	y%sunlit,y%skt,y%Reff,y%Np,y%ichan,y%surfem,y%mr_ozone,y%u_wind,y%v_wind)
1512
1513	END SUBROUTINE destroy_cosp_gridbox
1514	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1515	! SUBROUTINE construct_cosp_subgrid
1516	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1517	SUBROUTINE CONSTRUCT_COSP_SUBGRID(Npoints,Ncolumns,Nlevels,y)
1518	! Inputs
1519	integer,intent(in) :: &
1520	Npoints, & ! Number of gridpoints
1521	Ncolumns, & ! Number of columns
1522	Nlevels ! Number of levels
1523	! Outputs
1524	type(cosp_subgrid),intent(out) :: y
1525
1526	! Dimensions
1527	y%Npoints = Npoints
1528	y%Ncolumns = Ncolumns
1529	y%Nlevels = Nlevels
1530
1531	! Allocate
1532	allocate(y%frac_out(Npoints,Ncolumns,Nlevels))
1533	if (Ncolumns > 1) then
1534	allocate(y%prec_frac(Npoints,Ncolumns,Nlevels))
1535	else ! CRM mode, not needed
1536	allocate(y%prec_frac(1,1,1))
1537	endif
1538
1539	! Initialize
1540	y%prec_frac = 0._wp
1541	y%frac_out = 0._wp
1542	END SUBROUTINE CONSTRUCT_COSP_SUBGRID
1543	! %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1544	! SUBROUTINE save_scale_LUTs
1545	! %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1546	subroutine save_scale_LUTs(hp)
1547	type(class_param), intent(inout) :: hp
1548	logical :: LUT_file_exists
1549	integer :: i,j,k,ind
1550
1551	inquire(file=trim(hp%scale_LUT_file_name) // '_radar_Z_scale_LUT.dat', &
1552	exist=LUT_file_exists)
1553
1554	OPEN(unit=12,file=trim(hp%scale_LUT_file_name) // '_radar_Z_scale_LUT.dat',&
1555	form='unformatted',err= 99,access='DIRECT',recl=28)
1556
1557	write(,) 'Creating or Updating radar LUT file: ', &
1558	trim(hp%scale_LUT_file_name) // '_radar_Z_scale_LUT.dat'
1559
1560	do i=1,maxhclass
1561	do j=1,mt_ntt
1562	do k=1,nRe_types
1563	ind = i+(j-1)maxhclass+(k-1)(nRe_types*mt_ntt)
1564	if(.not.LUT_file_exists .or. hp%Z_scale_added_flag(i,j,k)) then
1565	hp%Z_scale_added_flag(i,j,k)=.false.
1566	write(12,rec=ind) hp%Z_scale_flag(i,j,k), &
1567	hp%Ze_scaled(i,j,k), &
1568	hp%Zr_scaled(i,j,k), &
1569	hp%kr_scaled(i,j,k)
1570	endif
1571	enddo
1572	enddo
1573	enddo
1574	close(unit=12)
1575	return
1576
1577	99 write(,) 'Error: Unable to create/update radar LUT file: ', &
1578	trim(hp%scale_LUT_file_name) // '_radar_Z_scale_LUT.dat'
1579	return
1580	end subroutine save_scale_LUTs
1581
1582	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1583	!SUBROUTINE construct_cosp_vgrid
1584	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1585	SUBROUTINE CONSTRUCT_COSP_VGRID(gbx,Nlvgrid,use_vgrid,cloudsat,x)
1586	type(cosp_gridbox),intent(in) :: gbx ! Gridbox information
1587	integer,intent(in) :: Nlvgrid ! Number of new levels
1588	logical,intent(in) :: use_vgrid! Logical flag that controls the output on a different grid
1589	logical,intent(in) :: cloudsat ! TRUE if a CloudSat like grid (480m) is requested
1590	type(cosp_vgrid),intent(out) :: x
1591
1592	! Local variables
1593	integer :: i
1594	real :: zstep
1595
1596	x%use_vgrid = use_vgrid
1597	x%csat_vgrid = cloudsat
1598
1599	! Dimensions
1600	x%Npoints = gbx%Npoints
1601	x%Ncolumns = gbx%Ncolumns
1602	x%Nlevels = gbx%Nlevels
1603
1604	! --- Allocate arrays ---
1605	if (use_vgrid) then
1606	x%Nlvgrid = Nlvgrid
1607	else
1608	x%Nlvgrid = gbx%Nlevels
1609	endif
1610	allocate(x%z(x%Nlvgrid),x%zl(x%Nlvgrid),x%zu(x%Nlvgrid))
1611	allocate(x%mz(x%Nlevels),x%mzl(x%Nlevels),x%mzu(x%Nlevels))
1612
1613	! --- Model vertical levels ---
1614	! Use height levels of first model gridbox
1615	x%mz = gbx%zlev(1,:)
1616	x%mzl = gbx%zlev_half(1,:)
1617	x%mzu(1:x%Nlevels-1) = gbx%zlev_half(1,2:x%Nlevels)
1618	x%mzu(x%Nlevels) = gbx%zlev(1,x%Nlevels) + (gbx%zlev(1,x%Nlevels) - x%mzl(x%Nlevels))
1619
1620	if (use_vgrid) then
1621	! --- Initialise to zero ---
1622	x%z = 0.0
1623	x%zl = 0.0
1624	x%zu = 0.0
1625	if (cloudsat) then ! --- CloudSat grid requested ---
1626	zstep = 480.0
1627	else
1628	! Other grid requested. Constant vertical spacing with top at 20 km
1629	zstep = 20000.0/x%Nlvgrid
1630	endif
1631	do i=1,x%Nlvgrid
1632	x%zl(i) = (i-1)*zstep
1633	x%zu(i) = i*zstep
1634	enddo
1635	x%z = (x%zl + x%zu)/2.0
1636	else
1637	x%z = x%mz
1638	x%zl = x%mzl
1639	x%zu = x%mzu
1640	endif
1641
1642	END SUBROUTINE CONSTRUCT_COSP_VGRID
1643	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1644	! SUBROUTINE construct_cosp_sgradar
1645	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1646	subroutine construct_cosp_sgradar(Npoints,Ncolumns,Nlevels,Nhydro,x)
1647	integer,target, intent(in) :: Npoints ! Number of sampled points
1648	integer,target, intent(in) :: Ncolumns ! Number of subgrid columns
1649	integer,target, intent(in) :: Nlevels ! Number of model levels
1650	integer,target, intent(in) :: Nhydro ! Number of hydrometeors
1651	type(cosp_sgradar), intent(out) :: x
1652
1653	! Dimensions
1654	x%Npoints => Npoints
1655	x%Ncolumns => Ncolumns
1656	x%Nlevels => Nlevels
1657	x%Nhydro => Nhydro
1658
1659	! Allocate
1660	allocate(x%att_gas(Npoints,Nlevels),x%Ze_tot(Npoints,Ncolumns,Nlevels))
1661
1662	! Initialize
1663	x%att_gas = 0._wp
1664	x%Ze_tot = 0._wp
1665
1666	end subroutine construct_cosp_sgradar
1667
1668	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1669	! SUBROUTINE construct_cosp_radarstats
1670	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1671	subroutine construct_cosp_radarstats(Npoints,Ncolumns,Nlevels,Nhydro,x)
1672	integer,target, intent(in) :: Npoints ! Number of sampled points
1673	integer,target, intent(in) :: Ncolumns ! Number of subgrid columns
1674	integer,target, intent(in) :: Nlevels ! Number of model levels
1675	integer,target, intent(in) :: Nhydro ! Number of hydrometeors
1676	type(cosp_radarstats),intent(out) :: x
1677
1678	! Dimensions
1679	x%Npoints => Npoints
1680	x%Ncolumns => Ncolumns
1681	x%Nlevels => Nlevels
1682	x%Nhydro => Nhydro
1683
1684	! Allocate
1685	allocate(x%cfad_ze(Npoints,DBZE_BINS,Nlevels),x%lidar_only_freq_cloud(Npoints,Nlevels), &
1686	x%radar_lidar_tcc(Npoints))
1687
1688	! Initialize
1689	x%cfad_ze = 0._wp
1690	x%lidar_only_freq_cloud = 0._wp
1691	x%radar_lidar_tcc = 0._wp
1692
1693	end subroutine construct_cosp_radarstats
1694	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1695	! SUBROUTINE destroy_cosp_subgrid
1696	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1697	subroutine destroy_cosp_subgrid(y)
1698	type(cosp_subgrid),intent(inout) :: y
1699	deallocate(y%prec_frac, y%frac_out)
1700	end subroutine destroy_cosp_subgrid
1701
1702	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1703	! SUBROUTINE destroy_cosp_sgradar
1704	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1705	subroutine destroy_cosp_sgradar(x)
1706	type(cosp_sgradar),intent(inout) :: x
1707
1708	deallocate(x%att_gas,x%Ze_tot)
1709
1710	end subroutine destroy_cosp_sgradar
1711
1712	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1713	! SUBROUTINE destroy_cosp_radarstats
1714	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1715	subroutine destroy_cosp_radarstats(x)
1716	type(cosp_radarstats),intent(inout) :: x
1717
1718	deallocate(x%cfad_ze,x%lidar_only_freq_cloud,x%radar_lidar_tcc)
1719
1720	end subroutine destroy_cosp_radarstats
1721	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1722	! SUBROUTINE construct_cosp_sglidar
1723	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1724	subroutine construct_cosp_sglidar(Npoints,Ncolumns,Nlevels,Nhydro,Nrefl,x)
1725	! Inputs
1726	integer,intent(in),target :: &
1727	Npoints, & ! Number of sampled points
1728	Ncolumns, & ! Number of subgrid columns
1729	Nlevels, & ! Number of model levels
1730	Nhydro, & ! Number of hydrometeors
1731	Nrefl ! Number of parasol reflectances ! parasol
1732	! Outputs
1733	type(cosp_sglidar),intent(out) :: x
1734
1735	! Dimensions
1736	x%Npoints => Npoints
1737	x%Ncolumns => Ncolumns
1738	x%Nlevels => Nlevels
1739	x%Nhydro => Nhydro
1740	x%Nrefl => Nrefl
1741
1742	! Allocate
1743	allocate(x%beta_mol(x%Npoints,x%Nlevels), x%beta_tot(x%Npoints,x%Ncolumns,x%Nlevels), &
1744	x%tau_tot(x%Npoints,x%Ncolumns,x%Nlevels),x%refl(x%Npoints,x%Ncolumns,x%Nrefl), &
1745	x%temp_tot(x%Npoints,x%Nlevels),x%betaperp_tot(x%Npoints,x%Ncolumns,x%Nlevels))
1746
1747	! Initialize
1748	x%beta_mol = 0._wp
1749	x%beta_tot = 0._wp
1750	x%tau_tot = 0._wp
1751	x%refl = 0._wp
1752	x%temp_tot = 0._wp
1753	x%betaperp_tot = 0._wp
1754	end subroutine construct_cosp_sglidar
1755
1756	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1757	! SUBROUTINE construct_cosp_lidarstats
1758	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1759	subroutine construct_cosp_lidarstats(Npoints,Ncolumns,Nlevels,Nhydro,Nrefl,x)
1760	! Inputs
1761	integer,intent(in),target :: &
1762	Npoints, & ! Number of sampled points
1763	Ncolumns, & ! Number of subgrid columns
1764	Nlevels, & ! Number of model levels
1765	Nhydro, & ! Number of hydrometeors
1766	Nrefl ! Number of parasol reflectances
1767	! Outputs
1768	type(cosp_lidarstats),intent(out) :: x
1769
1770	! Dimensions
1771	x%Npoints => Npoints
1772	x%Ncolumns => Ncolumns
1773	x%Nlevels => Nlevels
1774	x%Nhydro => Nhydro
1775	x%Nrefl => Nrefl
1776
1777	! Allocate
1778	allocate(x%srbval(SR_BINS),x%cfad_sr(x%Npoints,SR_BINS,x%Nlevels), &
1779	x%lidarcld(x%Npoints,x%Nlevels), x%cldlayer(x%Npoints,LIDAR_NCAT),&
1780	x%parasolrefl(x%Npoints,x%Nrefl),x%lidarcldphase(x%Npoints,x%Nlevels,6),&
1781	x%lidarcldtmp(x%Npoints,LIDAR_NTEMP,5),x%cldlayerphase(x%Npoints,LIDAR_NCAT,6))
1782
1783	! Initialize
1784	x%srbval = 0._wp
1785	x%cfad_sr = 0._wp
1786	x%lidarcld = 0._wp
1787	x%cldlayer = 0._wp
1788	x%parasolrefl = 0._wp
1789	x%lidarcldphase = 0._wp
1790	x%cldlayerphase = 0._wp
1791	x%lidarcldtmp = 0._wp
1792
1793	end subroutine construct_cosp_lidarstats
1794
1795	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1796	! SUBROUTINE destroy_cosp_lidarstats
1797	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1798	subroutine destroy_cosp_lidarstats(x)
1799	type(cosp_lidarstats),intent(inout) :: x
1800
1801	deallocate(x%srbval,x%cfad_sr,x%lidarcld,x%cldlayer,x%parasolrefl,x%cldlayerphase, &
1802	x%lidarcldtmp,x%lidarcldphase)
1803
1804	end subroutine destroy_cosp_lidarstats
1805
1806	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1807	! SUBROUTINE destroy_cosp_sglidar
1808	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1809	subroutine destroy_cosp_sglidar(x)
1810	type(cosp_sglidar),intent(inout) :: x
1811
1812	deallocate(x%beta_mol,x%beta_tot,x%tau_tot,x%refl,x%temp_tot,x%betaperp_tot)
1813	end subroutine destroy_cosp_sglidar
1814	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1815	! SUBROUTINE construct_cosp_isccp
1816	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1817	SUBROUTINE CONSTRUCT_COSP_ISCCP(Npoints,Ncolumns,Nlevels,x)
1818	integer,target, intent(in) :: Npoints ! Number of sampled points
1819	integer,target, intent(in) :: Ncolumns ! Number of subgrid columns
1820	integer,target, intent(in) :: Nlevels ! Number of model levels
1821	type(cosp_isccp), intent(out) :: x ! Output
1822
1823	x%Npoints => Npoints
1824	x%Ncolumns => Ncolumns
1825	x%Nlevels => Nlevels
1826	x%Npoints => Npoints
1827	x%Ncolumns => Ncolumns
1828	x%Nlevels => Nlevels
1829
1830	! Allocate
1831	allocate(x%fq_isccp(Npoints,7,7),x%totalcldarea(Npoints),x%meanptop(Npoints), &
1832	x%meantaucld(Npoints),x%meantb(Npoints),x%meantbclr(Npoints), &
1833	x%meanalbedocld(Npoints),x%boxtau(Npoints,Ncolumns), &
1834	x%boxptop(Npoints,Ncolumns))
1835
1836	! Initialize
1837	x%fq_isccp = 0._wp
1838	x%totalcldarea = 0._wp
1839	x%meanptop = 0._wp
1840	x%meantaucld = 0._wp
1841	x%meantb = 0._wp
1842	x%meantbclr = 0._wp
1843	x%meanalbedocld= 0._wp
1844	x%boxtau = 0._wp
1845	x%boxptop = 0._wp
1846
1847	END SUBROUTINE CONSTRUCT_COSP_ISCCP
1848
1849	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1850	! SUBROUTINE destroy_cosp_isccp
1851	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1852	SUBROUTINE destroy_cosp_isccp(x)
1853	type(cosp_isccp),intent(inout) :: x
1854
1855	deallocate(x%fq_isccp,x%totalcldarea,x%meanptop,x%meantaucld,x%meantb,x%meantbclr, &
1856	x%meanalbedocld,x%boxtau,x%boxptop)
1857	END SUBROUTINE destroy_cosp_isccp
1858
1859	! %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1860	! SUBROUTINE construct_cosp_misr
1861	! %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1862	SUBROUTINE CONSTRUCT_COSP_MISR(Npoints,x)
1863	integer, intent(in),target :: Npoints ! Number of gridpoints
1864	type(cosp_misr), intent(out) :: x
1865
1866	! Local variables
1867	integer,target :: &
1868	Ntau=7,Ncth=numMISRHgtBins
1869
1870	x%Npoints => Npoints
1871	x%Ntau => Ntau
1872	x%Nlevels => Ncth
1873
1874	! Allocate
1875	allocate(x%fq_MISR(x%Npoints,x%Ntau,x%Nlevels),x%MISR_meanztop(x%Npoints), &
1876	x%MISR_cldarea(x%Npoints),x%MISR_dist_model_layertops(x%Npoints,x%Nlevels))
1877
1878	! Initialize
1879	x%fq_MISR = 0._wp
1880	x%MISR_meanztop = 0._wp
1881	x%MISR_cldarea = 0._wp
1882	x%MISR_dist_model_layertops = 0._wp
1883
1884	END SUBROUTINE CONSTRUCT_COSP_MISR
1885
1886	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1887	! SUBROUTINE destroy_cosp_misr
1888	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1889	SUBROUTINE destroy_cosp_misr(x)
1890	type(cosp_misr),intent(inout) :: x
1891
1892	if (associated(x%fq_MISR)) deallocate(x%fq_MISR)
1893	if (associated(x%MISR_meanztop)) deallocate(x%MISR_meanztop)
1894	if (associated(x%MISR_cldarea)) deallocate(x%MISR_cldarea)
1895	if (associated(x%MISR_dist_model_layertops)) deallocate(x%MISR_dist_model_layertops)
1896
1897	END SUBROUTINE destroy_cosp_misr
1898	! %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1899	! SUBROUTINE construct_cosp_modis
1900	! %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1901	SUBROUTINE CONSTRUCT_COSP_MODIS(nPoints, x)
1902	integer,target, intent(in) :: Npoints ! Number of sampled points
1903	type(cosp_MODIS), intent(out) :: x
1904
1905	x%nPoints => nPoints
1906
1907	! Allocate gridmean variables
1908	allocate(x%Cloud_Fraction_Total_Mean(Npoints),x%Cloud_Fraction_Water_Mean(Npoints), &
1909	x%Cloud_Fraction_Ice_Mean(Npoints),x%Cloud_Fraction_High_Mean(Npoints), &
1910	x%Cloud_Fraction_Mid_Mean(Npoints),x%Cloud_Fraction_Low_Mean(Npoints), &
1911	x%Optical_Thickness_Total_Mean(Npoints), &
1912	x%Optical_Thickness_Water_Mean(Npoints), &
1913	x%Optical_Thickness_Ice_Mean(Npoints), &
1914	x%Optical_Thickness_Total_LogMean(Npoints), &
1915	x%Optical_Thickness_Water_LogMean(Npoints), &
1916	x%Optical_Thickness_Ice_LogMean(Npoints), &
1917	x%Cloud_Particle_Size_Water_Mean(Npoints), &
1918	x%Cloud_Particle_Size_Ice_Mean(Npoints), &
1919	x%Cloud_Top_Pressure_Total_Mean(Npoints),x%Liquid_Water_Path_Mean(Npoints), &
1920	x%Ice_Water_Path_Mean(Npoints), &
1921	x%Optical_Thickness_vs_Cloud_Top_Pressure(nPoints,ntauV1p4+1,numMODISPresBins),&
1922	x%Optical_Thickness_vs_ReffICE(nPoints,ntauV1p4+1,numMODISReffIceBins),&
1923	x%Optical_Thickness_vs_ReffLIQ(nPoints,ntauV1p4+1,numMODISReffLiqBins))
1924	x%Optical_Thickness_vs_Cloud_Top_Pressure(:, :, :) = R_UNDEF
1925	x%Optical_Thickness_vs_ReffICE(:,:,:) = R_UNDEF
1926	x%Optical_Thickness_vs_ReffLIQ(:,:,:) = R_UNDEF
1927	END SUBROUTINE CONSTRUCT_COSP_MODIS
1928
1929	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1930	! SUBROUTINE destroy_cosp_modis
1931	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1932	SUBROUTINE destroy_cosp_modis(x)
1933	type(cosp_MODIS),intent(inout) :: x
1934
1935	! Free space used by cosp_modis variable.
1936	if(associated(x%Cloud_Fraction_Total_Mean)) deallocate(x%Cloud_Fraction_Total_Mean)
1937	if(associated(x%Cloud_Fraction_Water_Mean)) deallocate(x%Cloud_Fraction_Water_Mean)
1938	if(associated(x%Cloud_Fraction_Ice_Mean)) deallocate(x%Cloud_Fraction_Ice_Mean)
1939	if(associated(x%Cloud_Fraction_High_Mean)) deallocate(x%Cloud_Fraction_High_Mean)
1940	if(associated(x%Cloud_Fraction_Mid_Mean)) deallocate(x%Cloud_Fraction_Mid_Mean)
1941	if(associated(x%Cloud_Fraction_Low_Mean)) deallocate(x%Cloud_Fraction_Low_Mean)
1942	if(associated(x%Liquid_Water_Path_Mean)) deallocate(x%Liquid_Water_Path_Mean)
1943	if(associated(x%Ice_Water_Path_Mean)) deallocate(x%Ice_Water_Path_Mean)
1944	if(associated(x%Optical_Thickness_Total_Mean)) &
1945	deallocate(x%Optical_Thickness_Total_Mean)
1946	if(associated(x%Optical_Thickness_Water_Mean)) &
1947	deallocate(x%Optical_Thickness_Water_Mean)
1948	if(associated(x%Optical_Thickness_Ice_Mean)) &
1949	deallocate(x%Optical_Thickness_Ice_Mean)
1950	if(associated(x%Optical_Thickness_Total_LogMean)) &
1951	deallocate(x%Optical_Thickness_Total_LogMean)
1952	if(associated(x%Optical_Thickness_Water_LogMean)) &
1953	deallocate(x%Optical_Thickness_Water_LogMean)
1954	if(associated(x%Optical_Thickness_Ice_LogMean)) &
1955	deallocate(x%Optical_Thickness_Ice_LogMean)
1956	if(associated(x%Cloud_Particle_Size_Water_Mean)) &
1957	deallocate(x%Cloud_Particle_Size_Water_Mean)
1958	if(associated(x%Cloud_Particle_Size_Ice_Mean)) &
1959	deallocate(x%Cloud_Particle_Size_Ice_Mean)
1960	if(associated(x%Cloud_Top_Pressure_Total_Mean)) &
1961	deallocate(x%Cloud_Top_Pressure_Total_Mean)
1962	if(associated(x%Optical_Thickness_vs_Cloud_Top_Pressure)) &
1963	deallocate(x%Optical_Thickness_vs_Cloud_Top_Pressure)
1964	if(associated(x%Optical_Thickness_vs_ReffICE)) &
1965	deallocate(x%Optical_Thickness_vs_ReffICE)
1966	if(associated(x%Optical_Thickness_vs_ReffLIQ)) &
1967	deallocate(x%Optical_Thickness_vs_ReffLIQ)
1968	END SUBROUTINE destroy_cosp_modis
1969	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1970	! SUBROUTINE construct_cosp_rttov
1971	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1972	SUBROUTINE CONSTRUCT_COSP_RTTOV(Npoints,Nchan,x)
1973	integer, intent(in) :: Npoints ! Number of sampled points
1974	integer, intent(in) :: Nchan ! Number of channels
1975	type(cosp_rttov), intent(out) :: x
1976
1977	! Allocate
1978	allocate(x%tbs(Npoints,Nchan))
1979
1980	! Initialize
1981	x%tbs = 0.0
1982	END SUBROUTINE CONSTRUCT_COSP_RTTOV
1983
1984	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1985	! SUBROUTINE destroy_cosp_rttov
1986	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1987	SUBROUTINE destroy_cosp_rttov(x)
1988	type(cosp_rttov),intent(inout) :: x
1989
1990	! Deallocate
1991	deallocate(x%tbs)
1992	END SUBROUTINE destroy_cosp_rttov
1993	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1994	! SUBROUTINE destroy_cosp_
1995	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
1996	subroutine destroy_cosp_vgrid(x)
1997	type(cosp_vgrid),intent(inout) :: x
1998	deallocate(x%z, x%zl, x%zu, x%mz, x%mzl, x%mzu)
1999	end subroutine destroy_cosp_vgrid
2000	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
2001	! SUBROUTINE construct_cospIN
2002	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
2003	subroutine construct_cospIN(npoints,ncolumns,nlevels,y)
2004	! Inputs
2005	integer,intent(in) :: &
2006	npoints, & ! Number of horizontal gridpoints
2007	ncolumns, & ! Number of subcolumns
2008	nlevels ! Number of vertical levels
2009	! Outputs
2010	type(cosp_optical_inputs),intent(out) :: y
2011
2012	! Dimensions
2013	y%Npoints = Npoints
2014	y%Ncolumns = Ncolumns
2015	y%Nlevels = Nlevels
2016	y%Npart = 4
2017	y%Nrefl = PARASOL_NREFL
2018
2019	allocate(y%tau_067(npoints, ncolumns,nlevels),&
2020	y%emiss_11(npoints, ncolumns,nlevels),&
2021	y%frac_out(npoints, ncolumns,nlevels),&
2022	y%betatot(npoints, ncolumns,nlevels),&
2023	y%betatot_ice(npoints, ncolumns,nlevels),&
2024	y%fracLiq(npoints, ncolumns,nlevels),&
2025	y%betatot_liq(npoints, ncolumns,nlevels),&
2026	y%tautot(npoints, ncolumns,nlevels),&
2027	y%tautot_ice(npoints, ncolumns,nlevels),&
2028	y%tautot_liq(npoints, ncolumns,nlevels),&
2029	y%z_vol_cloudsat(npoints, ncolumns,nlevels),&
2030	y%kr_vol_cloudsat(npoints,ncolumns,nlevels),&
2031	y%g_vol_cloudsat(npoints, ncolumns,nlevels),&
2032	y%asym(npoints, ncolumns,nlevels),&
2033	y%ss_alb(npoints, ncolumns,nlevels),&
2034	y%beta_mol(npoints, nlevels),&
2035	y%tau_mol(npoints, nlevels),&
2036	y%tautot_S_ice(npoints, ncolumns ),&
2037	y%tautot_S_liq(npoints, ncolumns))
2038	end subroutine construct_cospIN
2039
2040	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
2041	! SUBROUTINE construct_cospstateIN
2042	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
2043	subroutine construct_cospstateIN(npoints,nlevels,nchan,y)
2044	! Inputs
2045	integer,intent(in) :: &
2046	npoints, & ! Number of horizontal gridpoints
2047	nlevels, & ! Number of vertical levels
2048	nchan ! Number of channels
2049	! Outputs
2050	type(cosp_column_inputs),intent(out) :: y
2051
2052	allocate(y%sunlit(npoints),y%skt(npoints),y%land(npoints),y%at(npoints,nlevels), &
2053	y%pfull(npoints,nlevels),y%phalf(npoints,nlevels+1),y%qv(npoints,nlevels), &
2054	y%o3(npoints,nlevels),y%hgt_matrix(npoints,nlevels),y%u_sfc(npoints), &
2055	y%v_sfc(npoints),y%lat(npoints),y%lon(nPoints),y%emis_sfc(nchan), &
2056	y%cloudIce(nPoints,nLevels),y%cloudLiq(nPoints,nLevels), &
2057	y%fl_snow(nPoints,nLevels),y%fl_rain(nPoints,nLevels),y%seaice(npoints), &
2058	y%tca(nPoints,nLevels),y%hgt_matrix_half(npoints,nlevels+1))
2059
2060	end subroutine construct_cospstateIN
2061
2062	! ######################################################################################
2063	! SUBROUTINE construct_cosp_outputs
2064	!
2065	! This subroutine allocates output fields based on input logical flag switches.
2066	! ######################################################################################
2067	subroutine construct_cosp_outputs(Lpctisccp,Lclisccp,&
2068	Lboxptopisccp,Lboxtauisccp,Ltauisccp,Lcltisccp, &
2069	Lmeantbisccp,Lmeantbclrisccp,Lalbisccp,LclMISR, &
2070	Lcltmodis,Lclwmodis,Lclimodis,Lclhmodis,Lclmmodis, &
2071	Lcllmodis,Ltautmodis,Ltauwmodis,Ltauimodis, &
2072	Ltautlogmodis,Ltauwlogmodis,Ltauilogmodis, &
2073	Lreffclwmodis,Lreffclimodis,Lpctmodis,Llwpmodis, &
2074	Liwpmodis,Lclmodis,Latb532,LlidarBetaMol532, &
2075	LcfadLidarsr532,Lclcalipso2, &
2076	Lclcalipso,Lclhcalipso,Lcllcalipso,Lclmcalipso, &
2077	Lcltcalipso,Lcltlidarradar,Lclcalipsoliq, &
2078	Lclcalipsoice,Lclcalipsoun,Lclcalipsotmp, &
2079	Lclcalipsotmpliq,Lclcalipsotmpice,Lclcalipsotmpun, &
2080	Lcltcalipsoliq,Lcltcalipsoice,Lcltcalipsoun, &
2081	Lclhcalipsoliq,Lclhcalipsoice,Lclhcalipsoun, &
2082	Lclmcalipsoliq,Lclmcalipsoice,Lclmcalipsoun, &
2083	Lcllcalipsoliq,Lcllcalipsoice,Lcllcalipsoun, &
2084	LcfadDbze94,Ldbze94,Lparasolrefl,Ltbrttov, &
2085	Npoints,Ncolumns,Nlevels,Nlvgrid,Nchan,x)
2086	! Inputs
2087	logical,intent(in) :: &
2088	Lpctisccp, & ! ISCCP mean cloud top pressure
2089	Lclisccp, & ! ISCCP cloud area fraction
2090	Lboxptopisccp, & ! ISCCP CTP in each column
2091	Lboxtauisccp, & ! ISCCP optical epth in each column
2092	Ltauisccp, & ! ISCCP mean optical depth
2093	Lcltisccp, & ! ISCCP total cloud fraction
2094	Lmeantbisccp, & ! ISCCP mean all-sky 10.5micron brightness temperature
2095	Lmeantbclrisccp, & ! ISCCP mean clear-sky 10.5micron brightness temperature
2096	Lalbisccp, & ! ISCCP mean cloud albedo
2097	LclMISR, & ! MISR cloud fraction
2098	Lcltmodis, & ! MODIS total cloud fraction
2099	Lclwmodis, & ! MODIS liquid cloud fraction
2100	Lclimodis, & ! MODIS ice cloud fraction
2101	Lclhmodis, & ! MODIS high-level cloud fraction
2102	Lclmmodis, & ! MODIS mid-level cloud fraction
2103	Lcllmodis, & ! MODIS low-level cloud fraction
2104	Ltautmodis, & ! MODIS total cloud optical thicknes
2105	Ltauwmodis, & ! MODIS liquid optical thickness
2106	Ltauimodis, & ! MODIS ice optical thickness
2107	Ltautlogmodis, & ! MODIS total cloud optical thickness (log10 mean)
2108	Ltauwlogmodis, & ! MODIS liquid optical thickness (log10 mean)
2109	Ltauilogmodis, & ! MODIS ice optical thickness (log10 mean)
2110	Lreffclwmodis, & ! MODIS liquid cloud particle size
2111	Lreffclimodis, & ! MODIS ice particle size
2112	Lpctmodis, & ! MODIS cloud top pressure
2113	Llwpmodis, & ! MODIS cloud liquid water path
2114	Liwpmodis, & ! MODIS cloud ice water path
2115	Lclmodis, & ! MODIS cloud area fraction
2116	Latb532, & ! CALIPSO attenuated total backscatter (532nm)
2117	LlidarBetaMol532, & ! CALIPSO molecular backscatter (532nm)
2118	LcfadLidarsr532, & ! CALIPSO scattering ratio CFAD
2119	Lclcalipso2, & ! CALIPSO cloud fraction undetected by cloudsat
2120	Lclcalipso, & ! CALIPSO cloud area fraction
2121	Lclhcalipso, & ! CALIPSO high-level cloud fraction
2122	Lcllcalipso, & ! CALIPSO low-level cloud fraction
2123	Lclmcalipso, & ! CALIPSO mid-level cloud fraction
2124	Lcltcalipso, & ! CALIPSO total cloud fraction
2125	Lcltlidarradar, & ! CALIPSO-CLOUDSAT total cloud fraction
2126	Lclcalipsoliq, & ! CALIPSO liquid cloud area fraction
2127	Lclcalipsoice, & ! CALIPSO ice cloud area fraction
2128	Lclcalipsoun, & ! CALIPSO undetected cloud area fraction
2129	Lclcalipsotmp, & ! CALIPSO undetected cloud area fraction
2130	Lclcalipsotmpliq, & ! CALIPSO liquid cloud area fraction
2131	Lclcalipsotmpice, & ! CALIPSO ice cloud area fraction
2132	Lclcalipsotmpun, & ! CALIPSO undetected cloud area fraction
2133	Lcltcalipsoliq, & ! CALIPSO liquid total cloud fraction
2134	Lcltcalipsoice, & ! CALIPSO ice total cloud fraction
2135	Lcltcalipsoun, & ! CALIPSO undetected total cloud fraction
2136	Lclhcalipsoliq, & ! CALIPSO high-level liquid cloud fraction
2137	Lclhcalipsoice, & ! CALIPSO high-level ice cloud fraction
2138	Lclhcalipsoun, & ! CALIPSO high-level undetected cloud fraction
2139	Lclmcalipsoliq, & ! CALIPSO mid-level liquid cloud fraction
2140	Lclmcalipsoice, & ! CALIPSO mid-level ice cloud fraction
2141	Lclmcalipsoun, & ! CALIPSO mid-level undetected cloud fraction
2142	Lcllcalipsoliq, & ! CALIPSO low-level liquid cloud fraction
2143	Lcllcalipsoice, & ! CALIPSO low-level ice cloud fraction
2144	Lcllcalipsoun, & ! CALIPSO low-level undetected cloud fraction
2145	LcfadDbze94, & ! CLOUDSAT radar reflectivity CFAD
2146	Ldbze94, & ! CLOUDSAT radar reflectivity
2147	LparasolRefl, & ! PARASOL reflectance
2148	Ltbrttov ! RTTOV mean clear-sky brightness temperature
2149
2150	integer,intent(in) :: &
2151	Npoints, & ! Number of sampled points
2152	Ncolumns, & ! Number of subgrid columns
2153	Nlevels, & ! Number of model levels
2154	Nlvgrid, & ! Number of levels in L3 stats computation
2155	Nchan ! Number of RTTOV channels
2156
2157	! Outputs
2158	type(cosp_outputs),intent(out) :: &
2159	x ! COSP output structure
2160
2161	! ISCCP simulator outputs
2162	if (Lboxtauisccp) allocate(x%isccp_boxtau(Npoints,Ncolumns))
2163	if (Lboxptopisccp) allocate(x%isccp_boxptop(Npoints,Ncolumns))
2164	if (Lclisccp) allocate(x%isccp_fq(Npoints,numISCCPTauBins,numISCCPPresBins))
2165	if (Lcltisccp) allocate(x%isccp_totalcldarea(Npoints))
2166	if (Lpctisccp) allocate(x%isccp_meanptop(Npoints))
2167	if (Ltauisccp) allocate(x%isccp_meantaucld(Npoints))
2168	if (Lmeantbisccp) allocate(x%isccp_meantb(Npoints))
2169	if (Lmeantbclrisccp) allocate(x%isccp_meantbclr(Npoints))
2170	if (Lalbisccp) allocate(x%isccp_meanalbedocld(Npoints))
2171
2172	! MISR simulator
2173	if (LclMISR) then
2174	allocate(x%misr_fq(Npoints,numMISRTauBins,numMISRHgtBins))
2175	! NOTE These 3 fields are not output, but were part of the v1.4.0 cosp_misr, so
2176	! they are still computed. Should probably have a logical to control these
2177	! outputs.
2178	allocate(x%misr_dist_model_layertops(Npoints,numMISRHgtBins))
2179	allocate(x%misr_meanztop(Npoints))
2180	allocate(x%misr_cldarea(Npoints))
2181	endif
2182
2183	! MODIS simulator
2184	if (Lcltmodis) allocate(x%modis_Cloud_Fraction_Total_Mean(Npoints))
2185	if (Lclwmodis) allocate(x%modis_Cloud_Fraction_Water_Mean(Npoints))
2186	if (Lclimodis) allocate(x%modis_Cloud_Fraction_Ice_Mean(Npoints))
2187	if (Lclhmodis) allocate(x%modis_Cloud_Fraction_High_Mean(Npoints))
2188	if (Lclmmodis) allocate(x%modis_Cloud_Fraction_Mid_Mean(Npoints))
2189	if (Lcllmodis) allocate(x%modis_Cloud_Fraction_Low_Mean(Npoints))
2190	if (Ltautmodis) allocate(x%modis_Optical_Thickness_Total_Mean(Npoints))
2191	if (Ltauwmodis) allocate(x%modis_Optical_Thickness_Water_Mean(Npoints))
2192	if (Ltauimodis) allocate(x%modis_Optical_Thickness_Ice_Mean(Npoints))
2193	if (Ltautlogmodis) allocate(x%modis_Optical_Thickness_Total_LogMean(Npoints))
2194	if (Ltauwlogmodis) allocate(x%modis_Optical_Thickness_Water_LogMean(Npoints))
2195	if (Ltauilogmodis) allocate(x%modis_Optical_Thickness_Ice_LogMean(Npoints))
2196	if (Lreffclwmodis) allocate(x%modis_Cloud_Particle_Size_Water_Mean(Npoints))
2197	if (Lreffclimodis) allocate(x%modis_Cloud_Particle_Size_Ice_Mean(Npoints))
2198	if (Lpctmodis) allocate(x%modis_Cloud_Top_Pressure_Total_Mean(Npoints))
2199	if (Llwpmodis) allocate(x%modis_Liquid_Water_Path_Mean(Npoints))
2200	if (Liwpmodis) allocate(x%modis_Ice_Water_Path_Mean(Npoints))
2201	if (Lclmodis) then
2202	allocate(x%modis_Optical_Thickness_vs_Cloud_Top_Pressure(nPoints,numModisTauBins,numMODISPresBins))
2203	allocate(x%modis_Optical_thickness_vs_ReffLIQ(nPoints,numMODISTauBins,numMODISReffLiqBins))
2204	allocate(x%modis_Optical_Thickness_vs_ReffICE(nPoints,numMODISTauBins,numMODISReffIceBins))
2205	endif
2206
2207	! LIDAR simulator
2208	if (LlidarBetaMol532) allocate(x%calipso_beta_mol(Npoints,Nlevels))
2209	if (Latb532) allocate(x%calipso_beta_tot(Npoints,Ncolumns,Nlevels))
2210	if (LcfadLidarsr532) then
2211	allocate(x%calipso_srbval(SR_BINS+1))
2212	allocate(x%calipso_cfad_sr(Npoints,SR_BINS,Nlvgrid))
2213	allocate(x%calipso_betaperp_tot(Npoints,Ncolumns,Nlevels))
2214	endif
2215	if (Lclcalipso) allocate(x%calipso_lidarcld(Npoints,Nlvgrid))
2216	if (Lclhcalipso .or. Lclmcalipso .or. Lcllcalipso .or. Lcltcalipso) then
2217	allocate(x%calipso_cldlayer(Npoints,LIDAR_NCAT))
2218	endif
2219	if (Lclcalipsoice .or. Lclcalipsoliq .or. Lclcalipsoun) then
2220	allocate(x%calipso_lidarcldphase(Npoints,Nlvgrid,6))
2221	endif
2222	if (Lclcalipsotmp .or. Lclcalipsotmpliq .or. Lclcalipsoice .or. Lclcalipsotmpun .or. Lclcalipsotmpice) then
2223	allocate(x%calipso_lidarcldtmp(Npoints,LIDAR_NTEMP,5))
2224	endif
2225	if (Lcllcalipsoice .or. Lclmcalipsoice .or. Lclhcalipsoice .or. &
2226	Lcltcalipsoice .or. Lcllcalipsoliq .or. Lclmcalipsoliq .or. &
2227	Lclhcalipsoliq .or. Lcltcalipsoliq .or. Lcllcalipsoun .or. &
2228	Lclmcalipsoun .or. Lclhcalipsoun .or. Lcltcalipsoun) then
2229	allocate(x%calipso_cldlayerphase(Npoints,LIDAR_NCAT,6))
2230	endif
2231	! These 2 outputs are part of the calipso output type, but are not controlled by an
2232	! logical switch in the output namelist, so if all other fields are on, then allocate
2233	if (LlidarBetaMol532 .or. Latb532 .or. LcfadLidarsr532 .or. Lclcalipso .or. &
2234	Lclcalipsoice .or. Lclcalipsoliq .or. Lclcalipsoun .or. Lclcalipso2 .or. &
2235	Lclhcalipso .or. Lclmcalipso .or. Lcllcalipso .or. Lcltcalipso .or. &
2236	Lclcalipsotmp .or. Lclcalipsoice .or. Lclcalipsotmpun .or. &
2237	Lclcalipsotmpliq .or. Lcllcalipsoice .or. Lclmcalipsoice .or. &
2238	Lclhcalipsoice .or. Lcltcalipsoice .or. Lcllcalipsoliq .or. &
2239	Lclmcalipsoliq .or. Lclhcalipsoliq .or. Lcltcalipsoliq .or. &
2240	Lcllcalipsoun .or. Lclmcalipsoun .or. Lclhcalipsoun .or. Lcltcalipsoun) then
2241	allocate(x%calipso_tau_tot(Npoints,Ncolumns,Nlevels))
2242	allocate(x%calipso_temp_tot(Npoints,Nlevels))
2243	endif
2244
2245	! PARASOL
2246	if (Lparasolrefl) then
2247	allocate(x%parasolPix_refl(Npoints,Ncolumns,PARASOL_NREFL))
2248	allocate(x%parasolGrid_refl(Npoints,PARASOL_NREFL))
2249	endif
2250
2251	! Cloudsat simulator
2252	if (Ldbze94) allocate(x%cloudsat_Ze_tot(Npoints,Ncolumns,Nlevels))
2253	if (LcfadDbze94) allocate(x%cloudsat_cfad_ze(Npoints,DBZE_BINS,Nlvgrid))
2254
2255	! Combined CALIPSO/CLOUDSAT fields
2256	if (Lclcalipso2) allocate(x%lidar_only_freq_cloud(Npoints,Nlvgrid))
2257	if (Lcltlidarradar) allocate(x%radar_lidar_tcc(Npoints))
2258
2259	! RTTOV
2260	if (Ltbrttov) allocate(x%rttov_tbs(Npoints,Nchan))
2261
2262	end subroutine construct_cosp_outputs
2263
2264	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
2265	! SUBROUTINE destroy_cospIN
2266	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
2267	subroutine destroy_cospIN(y)
2268	type(cosp_optical_inputs),intent(inout) :: y
2269
2270	if (allocated(y%tau_067)) deallocate(y%tau_067)
2271	if (allocated(y%emiss_11)) deallocate(y%emiss_11)
2272	if (allocated(y%frac_out)) deallocate(y%frac_out)
2273	if (allocated(y%beta_mol)) deallocate(y%beta_mol)
2274	if (allocated(y%tau_mol)) deallocate(y%tau_mol)
2275	if (allocated(y%betatot)) deallocate(y%betatot)
2276	if (allocated(y%betatot_ice)) deallocate(y%betatot_ice)
2277	if (allocated(y%betatot_liq)) deallocate(y%betatot_liq)
2278	if (allocated(y%tautot)) deallocate(y%tautot)
2279	if (allocated(y%tautot_ice)) deallocate(y%tautot_ice)
2280	if (allocated(y%tautot_liq)) deallocate(y%tautot_liq)
2281	if (allocated(y%tautot_S_liq)) deallocate(y%tautot_S_liq)
2282	if (allocated(y%tautot_S_ice)) deallocate(y%tautot_S_ice)
2283	if (allocated(y%z_vol_cloudsat)) deallocate(y%z_vol_cloudsat)
2284	if (allocated(y%kr_vol_cloudsat)) deallocate(y%kr_vol_cloudsat)
2285	if (allocated(y%g_vol_cloudsat)) deallocate(y%g_vol_cloudsat)
2286	if (allocated(y%asym)) deallocate(y%asym)
2287	if (allocated(y%ss_alb)) deallocate(y%ss_alb)
2288	if (allocated(y%fracLiq)) deallocate(y%fracLiq)
2289
2290	end subroutine destroy_cospIN
2291	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
2292	! SUBROUTINE destroy_cospstateIN
2293	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
2294	subroutine destroy_cospstateIN(y)
2295	type(cosp_column_inputs),intent(inout) :: y
2296
2297	if (allocated(y%sunlit)) deallocate(y%sunlit)
2298	if (allocated(y%skt)) deallocate(y%skt)
2299	if (allocated(y%land)) deallocate(y%land)
2300	if (allocated(y%at)) deallocate(y%at)
2301	if (allocated(y%pfull)) deallocate(y%pfull)
2302	if (allocated(y%phalf)) deallocate(y%phalf)
2303	if (allocated(y%qv)) deallocate(y%qv)
2304	if (allocated(y%o3)) deallocate(y%o3)
2305	if (allocated(y%hgt_matrix)) deallocate(y%hgt_matrix)
2306	if (allocated(y%u_sfc)) deallocate(y%u_sfc)
2307	if (allocated(y%v_sfc)) deallocate(y%v_sfc)
2308	if (allocated(y%lat)) deallocate(y%lat)
2309	if (allocated(y%lon)) deallocate(y%lon)
2310	if (allocated(y%emis_sfc)) deallocate(y%emis_sfc)
2311	if (allocated(y%cloudIce)) deallocate(y%cloudIce)
2312	if (allocated(y%cloudLiq)) deallocate(y%cloudLiq)
2313	if (allocated(y%seaice)) deallocate(y%seaice)
2314	if (allocated(y%fl_rain)) deallocate(y%fl_rain)
2315	if (allocated(y%fl_snow)) deallocate(y%fl_snow)
2316	if (allocated(y%tca)) deallocate(y%tca)
2317	if (allocated(y%hgt_matrix_half)) deallocate(y%hgt_matrix_half)
2318
2319	end subroutine destroy_cospstateIN
2320
2321	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
2322	! SUBROUTINE destroy_cosp_outputs
2323	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
2324	subroutine destroy_cosp_outputs(y)
2325	type(cosp_outputs),intent(inout) :: y
2326
2327	! Deallocate and nullify
2328	if (associated(y%calipso_beta_mol)) then
2329	deallocate(y%calipso_beta_mol)
2330	nullify(y%calipso_beta_mol)
2331	endif
2332	if (associated(y%calipso_temp_tot)) then
2333	deallocate(y%calipso_temp_tot)
2334	nullify(y%calipso_temp_tot)
2335	endif
2336	if (associated(y%calipso_betaperp_tot)) then
2337	deallocate(y%calipso_betaperp_tot)
2338	nullify(y%calipso_betaperp_tot)
2339	endif
2340	if (associated(y%calipso_beta_tot)) then
2341	deallocate(y%calipso_beta_tot)
2342	nullify(y%calipso_beta_tot)
2343	endif
2344	if (associated(y%calipso_tau_tot)) then
2345	deallocate(y%calipso_tau_tot)
2346	nullify(y%calipso_tau_tot)
2347	endif
2348	if (associated(y%calipso_lidarcldphase)) then
2349	deallocate(y%calipso_lidarcldphase)
2350	nullify(y%calipso_lidarcldphase)
2351	endif
2352	if (associated(y%calipso_cldlayerphase)) then
2353	deallocate(y%calipso_cldlayerphase)
2354	nullify(y%calipso_cldlayerphase)
2355	endif
2356	if (associated(y%calipso_lidarcldtmp)) then
2357	deallocate(y%calipso_lidarcldtmp)
2358	nullify(y%calipso_lidarcldtmp)
2359	endif
2360	if (associated(y%calipso_cldlayer)) then
2361	deallocate(y%calipso_cldlayer)
2362	nullify(y%calipso_cldlayer)
2363	endif
2364	if (associated(y%calipso_lidarcld)) then
2365	deallocate(y%calipso_lidarcld)
2366	nullify(y%calipso_lidarcld)
2367	endif
2368	if (associated(y%calipso_srbval)) then
2369	deallocate(y%calipso_srbval)
2370	nullify(y%calipso_srbval)
2371	endif
2372	if (associated(y%calipso_cfad_sr)) then
2373	deallocate(y%calipso_cfad_sr)
2374	nullify(y%calipso_cfad_sr)
2375	endif
2376	if (associated(y%parasolPix_refl)) then
2377	deallocate(y%parasolPix_refl)
2378	nullify(y%parasolPix_refl)
2379	endif
2380	if (associated(y%parasolGrid_refl)) then
2381	deallocate(y%parasolGrid_refl)
2382	nullify(y%parasolGrid_refl)
2383	endif
2384	if (associated(y%cloudsat_Ze_tot)) then
2385	deallocate(y%cloudsat_Ze_tot)
2386	nullify(y%cloudsat_Ze_tot)
2387	endif
2388	if (associated(y%cloudsat_cfad_ze)) then
2389	deallocate(y%cloudsat_cfad_ze)
2390	nullify(y%cloudsat_cfad_ze)
2391	endif
2392	if (associated(y%radar_lidar_tcc)) then
2393	deallocate(y%radar_lidar_tcc)
2394	nullify(y%radar_lidar_tcc)
2395	endif
2396	if (associated(y%lidar_only_freq_cloud)) then
2397	deallocate(y%lidar_only_freq_cloud)
2398	nullify(y%lidar_only_freq_cloud)
2399	endif
2400	if (associated(y%isccp_totalcldarea)) then
2401	deallocate(y%isccp_totalcldarea)
2402	nullify(y%isccp_totalcldarea)
2403	endif
2404	if (associated(y%isccp_meantb)) then
2405	deallocate(y%isccp_meantb)
2406	nullify(y%isccp_meantb)
2407	endif
2408	if (associated(y%isccp_meantbclr)) then
2409	deallocate(y%isccp_meantbclr)
2410	nullify(y%isccp_meantbclr)
2411	endif
2412	if (associated(y%isccp_meanptop)) then
2413	deallocate(y%isccp_meanptop)
2414	nullify(y%isccp_meanptop)
2415	endif
2416	if (associated(y%isccp_meantaucld)) then
2417	deallocate(y%isccp_meantaucld)
2418	nullify(y%isccp_meantaucld)
2419	endif
2420	if (associated(y%isccp_meanalbedocld)) then
2421	deallocate(y%isccp_meanalbedocld)
2422	nullify(y%isccp_meanalbedocld)
2423	endif
2424	if (associated(y%isccp_boxtau)) then
2425	deallocate(y%isccp_boxtau)
2426	nullify(y%isccp_boxtau)
2427	endif
2428	if (associated(y%isccp_boxptop)) then
2429	deallocate(y%isccp_boxptop)
2430	nullify(y%isccp_boxptop)
2431	endif
2432	if (associated(y%isccp_fq)) then
2433	deallocate(y%isccp_fq)
2434	nullify(y%isccp_fq)
2435	endif
2436	if (associated(y%misr_fq)) then
2437	deallocate(y%misr_fq)
2438	nullify(y%misr_fq)
2439	endif
2440	if (associated(y%misr_dist_model_layertops)) then
2441	deallocate(y%misr_dist_model_layertops)
2442	nullify(y%misr_dist_model_layertops)
2443	endif
2444	if (associated(y%misr_meanztop)) then
2445	deallocate(y%misr_meanztop)
2446	nullify(y%misr_meanztop)
2447	endif
2448	if (associated(y%misr_cldarea)) then
2449	deallocate(y%misr_cldarea)
2450	nullify(y%misr_cldarea)
2451	endif
2452	if (associated(y%rttov_tbs)) then
2453	deallocate(y%rttov_tbs)
2454	nullify(y%rttov_tbs)
2455	endif
2456	if (associated(y%modis_Cloud_Fraction_Total_Mean)) then
2457	deallocate(y%modis_Cloud_Fraction_Total_Mean)
2458	nullify(y%modis_Cloud_Fraction_Total_Mean)
2459	endif
2460	if (associated(y%modis_Cloud_Fraction_Ice_Mean)) then
2461	deallocate(y%modis_Cloud_Fraction_Ice_Mean)
2462	nullify(y%modis_Cloud_Fraction_Ice_Mean)
2463	endif
2464	if (associated(y%modis_Cloud_Fraction_Water_Mean)) then
2465	deallocate(y%modis_Cloud_Fraction_Water_Mean)
2466	nullify(y%modis_Cloud_Fraction_Water_Mean)
2467	endif
2468	if (associated(y%modis_Cloud_Fraction_High_Mean)) then
2469	deallocate(y%modis_Cloud_Fraction_High_Mean)
2470	nullify(y%modis_Cloud_Fraction_High_Mean)
2471	endif
2472	if (associated(y%modis_Cloud_Fraction_Mid_Mean)) then
2473	deallocate(y%modis_Cloud_Fraction_Mid_Mean)
2474	nullify(y%modis_Cloud_Fraction_Mid_Mean)
2475	endif
2476	if (associated(y%modis_Cloud_Fraction_Low_Mean)) then
2477	deallocate(y%modis_Cloud_Fraction_Low_Mean)
2478	nullify(y%modis_Cloud_Fraction_Low_Mean)
2479	endif
2480	if (associated(y%modis_Optical_Thickness_Total_Mean)) then
2481	deallocate(y%modis_Optical_Thickness_Total_Mean)
2482	nullify(y%modis_Optical_Thickness_Total_Mean)
2483	endif
2484	if (associated(y%modis_Optical_Thickness_Water_Mean)) then
2485	deallocate(y%modis_Optical_Thickness_Water_Mean)
2486	nullify(y%modis_Optical_Thickness_Water_Mean)
2487	endif
2488	if (associated(y%modis_Optical_Thickness_Ice_Mean)) then
2489	deallocate(y%modis_Optical_Thickness_Ice_Mean)
2490	nullify(y%modis_Optical_Thickness_Ice_Mean)
2491	endif
2492	if (associated(y%modis_Optical_Thickness_Total_LogMean)) then
2493	deallocate(y%modis_Optical_Thickness_Total_LogMean)
2494	nullify(y%modis_Optical_Thickness_Total_LogMean)
2495	endif
2496	if (associated(y%modis_Optical_Thickness_Water_LogMean)) then
2497	deallocate(y%modis_Optical_Thickness_Water_LogMean)
2498	nullify(y%modis_Optical_Thickness_Water_LogMean)
2499	endif
2500	if (associated(y%modis_Optical_Thickness_Ice_LogMean)) then
2501	deallocate(y%modis_Optical_Thickness_Ice_LogMean)
2502	nullify(y%modis_Optical_Thickness_Ice_LogMean)
2503	endif
2504	if (associated(y%modis_Cloud_Particle_Size_Water_Mean)) then
2505	deallocate(y%modis_Cloud_Particle_Size_Water_Mean)
2506	nullify(y%modis_Cloud_Particle_Size_Water_Mean)
2507	endif
2508	if (associated(y%modis_Cloud_Particle_Size_Ice_Mean)) then
2509	deallocate(y%modis_Cloud_Particle_Size_Ice_Mean)
2510	nullify(y%modis_Cloud_Particle_Size_Ice_Mean)
2511	endif
2512	if (associated(y%modis_Cloud_Top_Pressure_Total_Mean)) then
2513	deallocate(y%modis_Cloud_Top_Pressure_Total_Mean)
2514	nullify(y%modis_Cloud_Top_Pressure_Total_Mean)
2515	endif
2516	if (associated(y%modis_Liquid_Water_Path_Mean)) then
2517	deallocate(y%modis_Liquid_Water_Path_Mean)
2518	nullify(y%modis_Liquid_Water_Path_Mean)
2519	endif
2520	if (associated(y%modis_Ice_Water_Path_Mean)) then
2521	deallocate(y%modis_Ice_Water_Path_Mean)
2522	nullify(y%modis_Ice_Water_Path_Mean)
2523	endif
2524	if (associated(y%modis_Optical_Thickness_vs_Cloud_Top_Pressure)) then
2525	deallocate(y%modis_Optical_Thickness_vs_Cloud_Top_Pressure)
2526	nullify(y%modis_Optical_Thickness_vs_Cloud_Top_Pressure)
2527	endif
2528	if (associated(y%modis_Optical_thickness_vs_ReffLIQ)) then
2529	deallocate(y%modis_Optical_thickness_vs_ReffLIQ)
2530	nullify(y%modis_Optical_thickness_vs_ReffLIQ)
2531	endif
2532	if (associated(y%modis_Optical_thickness_vs_ReffICE)) then
2533	deallocate(y%modis_Optical_thickness_vs_ReffICE)
2534	nullify(y%modis_Optical_thickness_vs_ReffICE)
2535	endif
2536
2537	end subroutine destroy_cosp_outputs
2538
2539
2540	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
2541	! END MODULE
2542	!%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
2543	end module MOD_COSP_INTERFACE_v1p4

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