source: trunk/src/tropflux.pro @ 175

;+
;
; ============
; tropflux.pro
; ============
;
; .. function:: tropflux(yyyymmddb,yyyymmdde)
;
; DESCRITION
; ==========
;
; This program computes net heat flux components on the 1° oaflux grid.
;
; all input variables are corrected for mean bias and variability.
;
; gustiness correction is applied for wind speed based on cronin's climatological
; gustiness values.
;
; :file:`${PROJECT_ID}/mask_oaflux_30N30S.nc`
; containing
; OAFLUX grid
; has been produced by
; :func:`oaflux_mask_30n30s`.
;
; :file:`${PROJECT_OD}/TropFlux_sst_{yyyymmdd}_{yyyymmdd}.nc`
; containing
; sst corrected on OAFLUX grid
; has been produced by
; :func:`sst_correction_ncdf`.
;
; :file:`${PROJECT_OD}/TropFlux_ws_{yyyymmdd}_{yyyymmdd}.nc`
; containing
; ws corrected on OAFLUX grid
; has been produced by
; :func:`ws_correction_ncdf`.
;
; :file:`${PROJECT_OD}/TropFlux_gustiness_{yyyymmdd}_{yyyymmdd}.nc`
; containing
; ++
; has been produced by
; :func:`cronin_gustiness_ncdf`.
;
; :file:`${PROJECT_OD}/TropFlux_swr_{yyyymmdd}_{yyyymmdd}_BLND.nc`
; containing
; ws corrected on OAFLUX grid
; has been produced by
; :func:`tropflux_swr_blnd`.
;
; :file:`${PROJECT_OD}/TropFlux_lwr_{yyyymmdd}_{yyyymmdd}.nc`
; containing
; lwr corrected on OAFLUX grid
; has been produced by
; :func:`lwr_correction_ncdf`.
;
; containing
; t2m corrected on OAFLUX grid
; has been produced by
; :func:`t2m_correction_ncdf`.
;
; :file:`${PROJECT_OD}/TropFlux_q2m_{yyyymmdd}_{yyyymmdd}.nc`
; containing
; q2m corrected on OAFLUX grid
; has been produced by
; :func:`d2m_to_q2m_erai`.
;
; net heat flux components are written
; in :file:`${PROJECT_OD}/TropFlux_{yyyymmdd}_{yyyymmdd}_coarev3.nc`
; if this file not already exists.
;
; This output file
; :file:`${PROJECT_OD}/TropFlux_{yyyymmdd}_{yyyymmdd}_coarev3.nc`
; will be used by
; :ref:`TropFlux_NRT_ncdf.pro`.
;
;     .. graphviz::
;
;        digraph tropflux {
;
;           mask [shape=ellipse,fontname=Courier,label="${PROJECT_ID}/mask_oaflux_30N30S.nc"];
;           file_sst [shape=ellipse,fontname=Courier,label="${PROJECT_OD}/TropFlux_sst_{yyyymmdd}_{yyyymmdd}.nc"];
;           file_ws [shape=ellipse,fontname=Courier,label="${PROJECT_OD}/TropFlux_ws_{yyyymmdd}_{yyyymmdd}.nc"];
;           file_wg [shape=ellipse,fontname=Courier,label="${PROJECT_OD}/TropFlux_gustiness_{yyyymmdd}_{yyyymmdd}.nc"];
;           file_swr [shape=ellipse,fontname=Courier,label="${PROJECT_OD}/TropFlux_swr_{yyyymmdd}_{yyyymmdd}_BLND.nc"];
;           file_lwr [shape=ellipse,fontname=Courier,label="${PROJECT_OD}/TropFlux_lwr_{yyyymmdd}_{yyyymmdd}.nc"];
;           file_t2m [shape=ellipse,fontname=Courier,label="${PROJECT_OD}/TropFlux_t2m_{yyyymmdd}_{yyyymmdd}.nc"];
;           file_q2m [shape=ellipse,fontname=Courier,label="${PROJECT_OD}/TropFlux_q2m_{yyyymmdd}_{yyyymmdd}.nc"];
;
;           file_out[shape=ellipse,fontname=Courier,label="${PROJECT_OD}/TropFlux_{yyyymmdd}_{yyyymmdd}_coarev3.nc"];
;
;           tropflux [shape=box,
;           fontname=Courier,
;           color=blue,
;           URL="http://forge.ipsl.jussieu.fr/tropflux/browser/trunk/src/tropflux.pro",
;           label="${PROJECT}/src/tropflux.pro"];
;
;           {mask file_sst file_ws file_wg file_swr file_lwr file_t2m file_q2m} -> {tropflux} -> {file_out}
;
;        }
;
; SEE ALSO
; ========
;
; :ref:`project_profile.sh`
;
; Used by :ref:`tropflux.sh`
;
; :func:`report <saxo:report>`
; :func:`isadirectory <saxo:isadirectory>`
; :func:`isafile <saxo:isafile>`
; :func:`initncdf <saxo:initncdf>`
; :func:`ncdf_lec <saxo:ncdf_lec>`
; :func:`read_ncdf <saxo:read_ncdf>`
; :func:`caldat <saxo:caldat>`
; :func:`julday <saxo:julday>`
; :func:`ncdf_quickwrite <saxo:ncdf_quickwrite>`
;
; :func:`qsee`
; :func:`lwnet_clark`
; :func:`calc_claud_vlat`
; :func:`cor30a`
;
; .. note::
;
;    :func:`lwdown_clark` is not used here but available.
;
; EXAMPLES
; ========
;
; ::
;
;  IDL> yyyymmddb = 20000101L
;  IDL> yyyymmdde = 20001231L
;  IDL> result = tropflux(yyyymmddb, yyyymmdde)
;  IDL> print, result

; TODO
; ====
;
; describe usage of tau
;
; compare time between all inputs after reading
;
; make it work ::
;
;     % Compiled module: EXTRAPOLATE.
;     % Attempt to subscript LAND with OK is out of range.
;     % Execution halted at: EXTRAPOLATE       176
;       /usr/home/fplod/SAXO_DIR/SRC/Interpolation/extrapolate.pro
;     %                      TROPFLUX_19890101_20091231  450
;       /usr/home/fplod/incas/tropflux/tropflux_ws/src/TropFlux_19890101_20091231.p
;       ro
;     %                      $MAIN$
;     % Program caused arithmetic error: Floating overflow
;     % Program caused arithmetic error: Floating illegal operand
;
; the incriminated line is ::
;
;     tab=fltarr(jpi,jpj)+!values.f_nan & x=reform(y(*,1)) & tab(ocean)=x & m=fi    nite(tab) & tab=extrapolate(tab,m) & lwr(*,*,jt)=tab*msk+valmask*(1-msk)
;
; to make progress I DO NOT extrapolate anymore lwr, sen and lat
; !!!!! must be reactivated
;
; when I DO NOT extrapolate lwr, sen and lat , program end with ::
;
;     Written to
;     !/usr/work/incas/fplod/tropflux_d/TropFlux_19890101_20091231_coarev3.nc
;     -------------------------
;     % Program caused arithmetic error: Floating divide by 0
;     % Program caused arithmetic error: Floating underflow
;     % Program caused arithmetic error: Floating overflow
;     % Program caused arithmetic error: Floating illegal operand
;
; explain why :func:`lwdown_clark` is not used
;
; check if K or °C in input
;
; get rid of::
;
;   % date 1: 19880101 is not found in the time axis.
;
; why ::
;
;   da1=19880101
;
; 1st date 19890101 no ?
;
; why da1-1 (with da1=19880101) when reading gustiness file ::
;
;   wg=read_ncdf('wg',da1-1,da2,file=fullfilename_wg,/nostr)
;
; coding rules
;
; KNOWN ISSUES
; ============
;
; test of existence of fullfilename_msk not very efficient because
; MUST_EXIST keyword of :func:`isafile <saxo:isafile>` not yet implemented
;
; EVOLUTIONS
; ==========
;
; $Id
;
; $URL$
;
; - fplod 20120322
;
;   * pro -> func
;   * rename with lower case TropFlux_19890101_20091231 become tropflux
;   * taking project_overwite into account
;   * try to add compile_opt
;   * hard coded da1 and da2 replaced by yyyymmddb and yyyymmdde parameters
;   * get rid of timegen
;
; - fplod 20110830T135832Z cratos (Linux)
;
;   * replace tt by time
;
; - fplod 20110830T084129Z aedon.locean-ipsl.upmc.fr (Darwin)
;
;   * add tau in ouptut file
;
; - fplod 20110822T090838Z aedon.locean-ipsl.upmc.fr (Darwin)
;
;    * split some multiple lines statement to investigate
;      pb of extropalation for lwr
;
; - fplod 20110819T144332Z aedon.locean-ipsl.upmc.fr (Darwin)
;
;   * add _coarev3 to filename output
;   * check if filename output exists
;
; - fplod 20110809T110911Z aedon.locean-ipsl.upmc.fr (Darwin)
;
;   * complete descritption
;   * remove v* from filenames (in and out)
;   * usage of ${PROJECT_OD}
;   * remove return statement
;   * add test on IO files
;
; - fplod 20101217T140745Z aedon.locean-ipsl.upmc.fr (Darwin)
;
;   * remove hard coded directory for mask_oaflux_30N30S.nc
;
; - fplod 20101214T112131Z aedon.locean-ipsl.upmc.fr (Darwin)
;
;   * add graph
;
; - fplod 20101214T093615Z aedon.locean-ipsl.upmc.fr (Darwin)
;
;   * minimal header
;
; - pbk 2008
;
;   * creation
;
;-
;
function tropflux $
         , yyyymmddb $
         , yyyymmdde
;
compile_opt idl2, strictarrsubs, logical_predicate
;
@cm_4cal
@cm_4data
@cm_4mesh
@cm_4data
@cm_project
;
; Return to caller if errors
ON_ERROR, 2
;
result = -1
;
usage = 'result = tropflux_swr_nrt(yyyymmddb, yyyymmdde)'
nparam = N_PARAMS()
IF (nparam NE 2) THEN BEGIN
    ras = report(['Incorrect number of arguments.' $
          + '!C' $
          + 'Usage : ' + usage])
    return, result
ENDIF
;
; check for input directory
;
; test if ${PROJECT_ID} defined
CASE project_id_env OF
    ''  :  BEGIN
     msg = 'eee : ${PROJECT_ID} is not defined'
     ras = report(msg)
     return, result
           END
 ELSE: BEGIN
     msg = 'iii : ${PROJECT_ID} is ' + project_id_env
     ras = report(msg)
       END
ENDCASE
;
iodirin = isadirectory(project_id_env)
;
; existence and protection of ${PROJECT_ID}
IF (FILE_TEST(iodirin, /DIRECTORY, /EXECUTABLE, /READ) EQ 0) THEN BEGIN
   msg = 'eee : the directory' + iodirin  + ' is not accessible.'
   ras = report(msg)
   return, result
ENDIF
;
; build mask filename
filename_msk='mask_oaflux_30N30S.nc'
;
; check if this file exists
msg='iii : looking for ' + filename_msk
ras = report(msg)
fullfilename_msk = isafile(iodirin + filename_msk, NEW=0, /MUST_EXIST)
IF fullfilename_msk[0] EQ '' THEN BEGIN
   msg = 'eee : the file ' + fullfilename_msk + ' was not found.'
   ras = report(msg)
   return, result
ENDIF
;
; test if ${PROJECT_OD} defined
CASE project_od_env OF
  '' : BEGIN
         msg = 'eee : ${PROJECT_OD} is not defined'
         ras = report(msg)
       return, result
       END
  ELSE: BEGIN
          msg = 'iii : ${PROJECT_OD} is ' + project_od_env
          ras = report(msg)
        END
 ENDCASE
;
; check if output data will be possible
iodirout = isadirectory(project_od_env)
;
; existence and protection for reading
IF (FILE_TEST(iodirout, /DIRECTORY, /EXECUTABLE, /READ) EQ 0) THEN BEGIN
   msg = 'eee : the directory' + iodirout  + ' is not accessible.'
   ras = report(msg)
   return, result
ENDIF
;
; existence and protection for writing
IF (FILE_TEST(iodirout, /DIRECTORY, /WRITE) EQ 0) THEN BEGIN
    msg = 'eee : the directory' + iodirout  + ' was not found.'
    ras = report(msg)
    return, result
ENDIF
;
; build sst data filename
filename_sst='TropFlux_sst_' +  string(yyyymmddb,format='(I8.8)') + '_' + string(yyyymmdde,format='(I8.8)') + '.nc'
;
; check if this file exists
msg='iii : looking for ' + filename_sst
ras = report(msg)
fullfilename_sst = isafile(iodirout + filename_sst, NEW=0, /MUST_EXIST)
IF fullfilename_sst[0] EQ '' THEN BEGIN
   msg = 'eee : the file ' + fullfilename_sst + ' was not found.'
   ras = report(msg)
   return, result
ENDIF
;
; build ws data filename
filename_ws='TropFlux_ws_' +  string(yyyymmddb,format='(I8.8)') + '_' + string(yyyymmdde,format='(I8.8)') + '.nc'
;
; check if this file exists
msg='iii : looking for ' + filename_ws
ras = report(msg)
fullfilename_ws = isafile(iodirout + filename_ws, NEW=0, /MUST_EXIST)
IF fullfilename_ws[0] EQ '' THEN BEGIN
   msg = 'eee : the file ' + fullfilename_ws + ' was not found.'
   ras = report(msg)
   return, result
ENDIF
;
; build swr data filename
filename_swr='TropFlux_swr_' +  string(yyyymmddb,format='(I8.8)') + '_' + string(yyyymmdde,format='(I8.8)') + '_BLND.nc'
;
; check if this file exists
msg='iii : looking for ' + filename_swr
ras = report(msg)
fullfilename_swr = isafile(iodirout + filename_swr, NEW=0, /MUST_EXIST)
IF fullfilename_swr[0] EQ '' THEN BEGIN
   msg = 'eee : the file ' + fullfilename_swr + ' was not found.'
   ras = report(msg)
   return, result
ENDIF
;
; build lwr data filename
filename_lwr='TropFlux_lwr_' +  string(yyyymmddb,format='(I8.8)') + '_' + string(yyyymmdde,format='(I8.8)') + '.nc'
;
; check if this file exists
msg='iii : looking for ' + filename_lwr
ras = report(msg)
fullfilename_lwr = isafile(iodirout + filename_lwr, NEW=0, /MUST_EXIST)
IF fullfilename_lwr[0] EQ '' THEN BEGIN
   msg = 'eee : the file ' + fullfilename_lwr + ' was not found.'
   ras = report(msg)
   return, result
ENDIF
;
; build t2m data filename
filename_t2m='TropFlux_t2m_' +  string(yyyymmddb,format='(I8.8)') + '_' + string(yyyymmdde,format='(I8.8)') + '.nc'
;
; check if this file exists
msg='iii : looking for ' + filename_t2m
ras = report(msg)
fullfilename_t2m = isafile(iodirout + filename_t2m, NEW=0, /MUST_EXIST)
IF fullfilename_t2m[0] EQ '' THEN BEGIN
   msg = 'eee : the file ' + fullfilename_t2m + ' was not found.'
   ras = report(msg)
   return, result
ENDIF
;
; build q2m data filename
filename_q2m='TropFlux_q2m_' +  string(yyyymmddb,format='(I8.8)') + '_' + string(yyyymmdde,format='(I8.8)') + '.nc'
;
; check if this file exists
msg='iii : looking for ' + filename_q2m
ras = report(msg)
fullfilename_q2m = isafile(iodirout + filename_q2m, NEW=0, /MUST_EXIST)
IF fullfilename_q2m[0] EQ '' THEN BEGIN
   msg = 'eee : the file ' + fullfilename_q2m + ' was not found.'
   ras = report(msg)
   return, result
ENDIF
;
; build wg data filename
filename_wg='TropFlux_gustiness_' +  string(yyyymmddb,format='(I8.8)') + '_' + string(yyyymmdde,format='(I8.8)') + '.nc'
;
; check if this file exists
msg='iii : looking for ' + filename_wg
ras = report(msg)
fullfilename_wg = isafile(iodirout + filename_wg, NEW=0, /MUST_EXIST)
IF fullfilename_wg[0] EQ '' THEN BEGIN
   msg = 'eee : the file ' + fullfilename_wg + ' was not found.'
   ras = report(msg)
   return, result
ENDIF
;
; build output filename
filename_out = 'TropFlux_' +  string(yyyymmddb,format='(I8.8)') + '_' + string(yyyymmdde,format='(I8.8)') + '_coarev3.nc'
fullfilename_out = iodirout + filename_out
; in order to avoid unexpected overwritten
IF (FILE_TEST(fullfilename_out) EQ 1) THEN BEGIN
   msg = 'eee : the file ' + fullfilename_out  + ' already exists.'
   ras = report(msg)
   return, result
ENDIF
;
initncdf, fullfilename_msk
msk=ncdf_lec(fullfilename_msk,var='msk')
;
initncdf, fullfilename_sst
;
ws=read_ncdf('ws',yyyymmddb-.5d,yyyymmdde,file=fullfilename_ws,/nostr)
timein=24.d*(time-julday(1,1,1957,0,0,0))
jpt=n_elements(timein)
da=jul2date(time[0])
cda0=string(da,format='(i8.8)')
da=jul2date(time[jpt-1])
cda1=string(da,format='(i8.8)')
print, 'ws in tropflux first date ', cda0
print, 'ws in ws_correction_ncdf last date ' , cda1
;
wg=read_ncdf('wg',yyyymmddb-.5d-1,yyyymmdde,file=fullfilename_wg,/nostr)
timein=24.d*(time-julday(1,1,1957,0,0,0))
jpt=n_elements(timein)
da=jul2date(time[0])
cda0=string(da,format='(i8.8)')
da=jul2date(time[jpt-1])
cda1=string(da,format='(i8.8)')
print, 'wg in tropflux first date ', cda0
print, 'wg in ws_correction_ncdf last date ' , cda1
tt=time
jpt=n_elements(time)
sst=read_ncdf('sst',yyyymmddb-.5d,yyyymmdde,file=fullfilename_sst,/nostr)
timein=24.d*(time-julday(1,1,1957,0,0,0))
jpt=n_elements(timein)
da=jul2date(time[0])
cda0=string(da,format='(i8.8)')
da=jul2date(time[jpt-1])
cda1=string(da,format='(i8.8)')
print, 'sst in tropflux first date ', cda0
print, 'sst in ws_correction_ncdf last date ' , cda1
sst=reform(sst-273.15)
swd=read_ncdf('swr',yyyymmddb-.5d,yyyymmdde,file=fullfilename_swr,/nostr)
timein=24.d*(time-julday(1,1,1957,0,0,0))
jpt=n_elements(timein)
da=jul2date(time[0])
cda0=string(da,format='(i8.8)')
da=jul2date(time[jpt-1])
cda1=string(da,format='(i8.8)')
print, 'swr in tropflux first date ', cda0
print, 'swr in ws_correction_ncdf last date ' , cda1
lw=read_ncdf('lwr',yyyymmddb-.5d,yyyymmdde,file=fullfilename_lwr,/nostr)
timein=24.d*(time-julday(1,1,1957,0,0,0))
jpt=n_elements(timein)
da=jul2date(time[0])
cda0=string(da,format='(i8.8)')
da=jul2date(time[jpt-1])
cda1=string(da,format='(i8.8)')
print, 'lwr in tropflux first date ', cda0
print, 'lwr in ws_correction_ncdf last date ' , cda1
swd=swd/0.94  ; converting from net swr to downward swr
;
t2m=read_ncdf('t2m',yyyymmddb-.5d,yyyymmdde,file=fullfilename_t2m,/nostr)-273.15   ; in C
timein=24.d*(time-julday(1,1,1957,0,0,0))
jpt=n_elements(timein)
da=jul2date(time[0])
cda0=string(da,format='(i8.8)')
da=jul2date(time[jpt-1])
cda1=string(da,format='(i8.8)')
print, 't2m in tropflux first date ', cda0
print, 't2m in ws_correction_ncdf last date ' , cda1
q2m=read_ncdf('q2m',yyyymmddb-.5d,yyyymmdde,file=fullfilename_q2m,/nostr)    ; in g/kg
timein=24.d*(time-julday(1,1,1957,0,0,0))
jpt=n_elements(timein)
da=jul2date(time[0])
cda0=string(da,format='(i8.8)')
da=jul2date(time[jpt-1])
cda1=string(da,format='(i8.8)')
print, 'q2m in tropflux first date ', cda0
print, 'q2m in ws_correction_ncdf last date ' , cda1
;
w=sqrt(ws*ws+wg*wg)  ; wind corrected for gustiness
w=ws
tmask=msk
help, ws,w,wg,u,sst,swd,t2m,q2m
ocean=where(msk eq 1,compl=land)
valmask=1.e20
time=tt
jpt=n_elements(time)
;
; Constants for flux computation
;
zu=10.                          ; height of wind speed measurement (m)
us=0.                           ; surf current (m/s)
zt=2.                           ; Height of air T measurement (m)
zq=2.                           ; height of humidity measurement (m)
P=1008.                         ; Pressure
zi=600.                         ; Inversion height (m)
jcool=0                         ; Compute cool-skin
jwave=0                         ; No waves
twave=5.
hwave=1.
;
caldat, time,mon,day,yea
swr=fltarr(jpi,jpj,jpt)+1.e20
lwr=fltarr(jpi,jpj,jpt)+1.e20
lat=fltarr(jpi,jpj,jpt)+1.e20
sen=fltarr(jpi,jpj,jpt)+1.e20
lwnet_clrk=fltarr(jpi,jpj,jpt)+1.e20
;Ch=fltarr(jpi,jpj,jpt)+1.e20
;Ce=fltarr(jpi,jpj,jpt)+1.e20
junk=fltarr(jpi,jpj,jpt)+1.e20
;
for jt=0,jpt-1 do begin
  jday=time[jt]-julday(1,1,yea[jt])
  print, 'Computing Fluxes ',jt,' / ',jpt-1
;
;  P=msl(*,*,jt)
;  P=P(ocean)
;
  ; wind speed (m/s)
  wn=w[*,*,jt]
  wn=wn[ocean]
  ; Bulk sst (°C)
  ts=sst[*,*,jt]
  ts=ts[ocean]
  ; 2m Air T (°C)
  t=t2m[*,*,jt]
  t=t[ocean]
  ; Sea surface sat. spec. humidity (g/kg)
  qs=qsee(ts,P)
  ; 2m AIr specific humidity  (g/kg)
  q=q2m[*,*,jt]
  q=q[ocean]
  ; Downward solar flux (W/m2)
  Rs=swd[*,*,jt]
  Rs=Rs[ocean]
  ylat=gphit[ocean]
  ;  cld=calc_cloud(jday,Rs,ylat)
  cld=calc_cloud_vlat(jday,Rs,ylat)
  ; Downward IR flux (W/m2)
  ;  Rl=lwdown_clark(ts,q,cld,t,P)
  Rl=lw[*,*,jt]
  Rl=Rl[ocean]
  rain=0.
  lw_clrk=-lwnet_clark(ts,q,cld,t,P)
;  junk[*,*,jt]=lw_clrk
;
;stop
  y=cor30a(wn,us,ts,t,Qs,Q,Rs,Rl,rain,zi,P,zu,zt,zq,ylat,jcool,jwave,twave,hwave)
; A few punctual missing values (coare does not converge): filled by spatial extrapolation
  tab=fltarr(jpi,jpj)+!values.f_nan
  x=reform(y[*,0])
  tab[ocean]=x
  m=finite(tab)
  help, tab, m, swr
  tab=extrapolate(tab,m)
  swr[*,*,jt]=tab*msk+valmask*(1-msk)
;
  tab=fltarr(jpi,jpj)+!values.f_nan
  x=reform(y[*,1])
  tab[ocean]=x
  m=finite(tab)
  help, tab, m, lwr
  ;!!!!!!!!!!!!+++++++++++++++  tab=extrapolate(tab,m)
  print, 'www : extrapolation for lwr is not done'
  tab=tab
  lwr[*,*,jt]=tab*msk+valmask*(1-msk)
;
  tab=fltarr(jpi,jpj)+!values.f_nan
  x=reform(y[*,2])
  tab[ocean]=x
  m=finite(tab)
  help, tab, m, lat
  ;!!!!!!!!!!!!+++++++++++++++  tab=extrapolate(tab,m)
  print, 'www : extrapolation for lat is not done'
  tab=tab
  lat[*,*,jt]=tab*msk+valmask*(1-msk)
  tab=fltarr(jpi,jpj)+!values.f_nan
  x=reform(y[*,3])
  tab[ocean]=x
  m=finite(tab)
  help, tab, m, sen
  ;!!!!!!!!!!!!+++++++++++++++  tab=extrapolate(tab,m)
  print, 'www : extrapolation for sen is not done'
  tab=tab
  sen[*,*,jt]=tab*msk+valmask*(1-msk)
  ;  tab=fltarr(jpi,jpj)+!values.f_nan & x=reform(lw_clrk) & tab[ocean]=x & m=finite(tab) & tab=extrapolate(tab,m) & lwnet_clrk[*,*,jt]=tab*msk+valmask*(1-msk)
  tab=fltarr(jpi,jpj)+!values.f_nan & x=reform(y[*,5]) & tab[ocean]=x & m=finite(tab) & tab=extrapolate(tab,m) & tau[*,*,jt]=tab*msk+valmask*(1-msk)
  ;  tab=fltarr(jpi,jpj)+!values.f_nan & x=reform(y[*,6]) & tab[ocean]=x & m=finite(tab) & tab=extrapolate(tab,m) & Ch[*,*,jt]=tab*msk+valmask*(1-msk)
  ;  tab=fltarr(jpi,jpj)+!values.f_nan & x=reform(y[*,7]) & tab[ocean]=x & m=finite(tab) & tab=extrapolate(tab,m) & Ce[*,*,jt]=tab*msk+valmask*(1-msk)
  tab=fltarr(jpi,jpj)+!values.f_nan & x=reform(y[*,8]) & tab[ocean]=x & m=finite(tab) & tab=extrapolate(tab,m) & wg[*,*,jt]=tab*msk+valmask*(1-msk)
endfor
jpt=n_elements(time)
;
cda0=string(jul2date(time[0]),format='(i8.8)')
cda1=string(jul2date(time[jpt-1]),format='(i8.8)')
time=time-julday(1,1,1950,00,00,00)
xlon=reform(glamt[*,0])
ylat=reform(gphit[0,*])
;
ncfile='!' + fullfilename_out
lon_attr={units:'degrees_east',long_name:'Longitude'}
lat_attr={units:'degrees_north',long_name:'Latitude'}
time_attr={units:'days since 1950-01-01 00:00:00',long_name:'Time axis',time_origin:'1950-JAN-01 00:00:00'}
globattr={source:'Fluxes for the Global Tropical Ocean - TropFlux',timerange:cda0+' - '+cda1}
swr_attr={units:'W/m2',missing_value:valmask,long_name:'Surface net shortwave radiation',short_name:'swr',axis:'TYX'}
lwr_attr={units:'W/m2',missing_value:valmask,long_name:'Surface net longwave radiation',short_name:'lwr',axis:'TYX'}
lwr_clrk_attr={units:'W/m2',missing_value:valmask,long_name:'Surface net longwave radiation from clark',short_name:'lwr',axis:'TYX'}
lhf_attr={units:'W/m2',missing_value:valmask,long_name:'Surface latent flux',short_name:'lhf',axis:'TYX'}
shf_attr={units:'W/m2',missing_value:valmask,long_name:'Surface sensible flux',short_name:'shf',axis:'TYX'}
wg_attr={units:'m/s',missing_value:valmask,long_name:'COARE convective gustiness',short_name:'wg',axis:'TYX'}
tau_attr={units:'N/m2',missing_value:valmask,long_name:'Wind stress magnitude',short_name:'tau',axis:'TYX'}
;
help, swr,lwr,lat,sen,time,xlon,ylat
;
ncfields = 'tau[longitude,latitude,time]=tau:tau_attr; ' $
         + 'wg[longitude,latitude,time]=wg:wg_attr; ' $
         + 'swr[longitude,latitude,time]=swr:swr_attr; ' $
;         +'lwr_coare[longitude,latitude,time]=lwr:lwr_attr; ' $
         +'lwr[longitude,latitude,time]=lwnet_clrk:lwr_clrk_attr; ' $
         +'lhf[longitude,latitude,time]=lat:lhf_attr; ' $
         +'shf[longitude,latitude,time]=sen:shf_attr; ' $
;         +'Ch[longitude,latitude,time]=Ch:Ch_attr; ' $
;         +'Ce[longitude,latitude,time]=Ce:Ce_attr; ' $
         + 'longitude[]=xlon:lon_attr; ' $
         + 'latitude[]=ylat:lat_attr; ' $
         + 'time[*time]=time:time_attr ' $
         + ' @ globattr'
;
@ncdf_quickwrite
;
result = 0
return, result
;
end