source: TOOLS/CMIP6_FORCING/CO2_EMISSIONS/regrid_v1.job @ 4320

#PBS -N process_co2
#PBS -S /bin/bash
#PBS -q week # there exist: short, day, days3, week...
#PBS -k eo  # to write the output of stdin
### Max memory
#PBS -l vmem=10gb   # virtual memory
#PBS -l  mem=10gb

#--updated on 4/5/2017 with improved Sheng & Zwiers algorithm, ThL
#--corrected some interpolation preprocessing (compared to v4)
#--updated on 9/5/2017 with output separation BB/anthro for SO2, NOx and NH3
#--corrected on 22/6/2017 for BB: undef values zeroed before remapping
#
#--input directory for anthropogenic (non-BB) emissions
dirinPNNL_2D="/prodigfs/project/input4MIPs/CMIP6/CMIP/PNNL-JGCRI/CEDS-2017-05-18/"
dirinPNNL_3D="/prodigfs/project/input4MIPs/CMIP6/CMIP/PNNL-JGCRI/CEDS-2017-08-30/"

#--LMDz grid information
#grid="144x143"
#nbpoint=$((144*141+2))
grid="48x36"
nbpoint=$((48*35+2))

gridfile="/home/oboucher/CMIP6/GRID/grid-lmdz-lonlat_"${grid}

#--output directory
dirout="/data/obolmd/CMIP6/CO2_EMISSIONS_"${grid}"/"
if [ ! -d ${dirout} ] ; then mkdir -p ${dirout} ; fi

#--year
for year in {1850..2014}
#for year in {2000..2000}
do

#--species 
for species in "CO2"
do

#--finding correct file for PNNL data
if [ $year -ge 1750 -a $year -lt 1800 ]; then
year1=1750
year2=1799
elif [ $year -ge 1800 -a $year -lt 1850 ]; then 
year1=1800
year2=1849
elif [ $year == 1850 ]; then
year1=1850
year2=1850
elif [ $year -ge 1851 -a $year -lt 1900 ]; then 
year1=1851
year2=1899
elif [ $year -ge 1900 -a $year -lt 1950 ]; then 
year1=1900
year2=1949
elif [ $year -ge 1950 -a $year -lt 2000 ]; then 
year1=1950
year2=1999
elif [ $year -ge 2000 -a $year -lt 2015 ]; then 
year1=2000
year2=2014
else
echo 'Houston we have a problem for the PNNL data'
exit 1
fi

#--input file PNNL surface emissions
filename2D=${dirinPNNL_2D}/atmos/mon/${species}-em-anthro/gn/v20170519/${species}-em-anthro_input4MIPs_emissions_CMIP_CEDS-2017-05-18_gn_${year1}01-${year2}12.nc
#--input file PNNL air emissions
filename3D=${dirinPNNL_3D}/atmos/mon/${species}-em-AIR-anthro/gn/v20170907/${species}-em-AIR-anthro_input4MIPs_emissions_CMIP_CEDS-2017-08-30_gn_${year1}01-${year2}12.nc

#--output files
filenameout1=${dirout}flux_${species}_${year}.nc
filenameout2=${dirout}flux_2D_${species}_${year}.nc
filenameout3=${dirout}flux_1D_${species}_${year}.nc

echo ${filename2D} ${filename3D} ${filenameout1} ${filenameout2} ${filenameout3}
rm -f ${filenameout1} ${filenameout2} ${filenameout3}

#--unfortunately idl not happy with PNNL netcdf files so need to ferretize files
#--I also sum over sectors for the 2D file and over altitude for the 3D file and I extract the correct year as well
rm -f rewrite.jnl
cat << eod > rewrite.jnl
use "${filename2D}"
use "${filename3D}"
set region/t=16-jan-${year}:16-dec-${year}
let flux=${species}_EM_ANTHRO[d=1,k=@sum]+${species}_EM_AIR_ANTHRO[d=2,k=@sum]
save/clobber/file="${filenameout1}" flux
eod

#--run ferret script
ferret << eod 
go rewrite.jnl
exit
eod
rm -f rewrite.jnl ferret.jnl

#--remap to LMDz grid
echo cdo remapcon,${gridfile} -chname,FLUX,flux  ${filenameout1} ${filenameout2}
cdo remapcon,${gridfile} -chname,FLUX,flux ${filenameout1} ${filenameout2}

#--Improved Sheng & Zwiers algorithm + transform into vector
rm -f regrid.pro
cat << eod >> regrid.pro
pro regrid
filename='${filenameout2}'
print, filename
NETCDFREAD,filename,'flux',flux,dimflux
NETCDFREAD,filename,'lat',lat,dimlat0
NETCDFREAD,filename,'lon',lon,dimlon0
NETCDFREAD,filename,'TIME',time,dimtime0
dimlat=dimlat0(0)
dimlon=dimlon0(0)
dimtime=dimtime0(0)
print, 'dim flux=', dimflux
A = float([     [3./4., 1./8., 0., 0., 0., 0., 0., 0., 0., 0., 0., 1./8.],$
                [1./8., 3./4., 1./8., 0., 0., 0., 0., 0., 0., 0., 0., 0.],$
                [0., 1./8., 3./4., 1./8., 0., 0., 0., 0., 0., 0., 0., 0.],$
                [0., 0., 1./8., 3./4., 1./8., 0., 0., 0., 0., 0., 0., 0.],$
                [0., 0., 0., 1./8., 3./4., 1./8., 0., 0., 0., 0., 0., 0.],$
                [0., 0., 0., 0., 1./8., 3./4., 1./8., 0., 0., 0., 0., 0.],$
                [0., 0., 0., 0., 0., 1./8., 3./4., 1./8., 0., 0., 0., 0.],$
                [0., 0., 0., 0., 0., 0., 1./8., 3./4., 1./8., 0., 0., 0.],$
                [0., 0., 0., 0., 0., 0., 0., 1./8., 3./4., 1./8., 0., 0.],$
                [0., 0., 0., 0., 0., 0., 0., 0., 1./8., 3./4., 1./8., 0.],$
                [0., 0., 0., 0., 0., 0., 0., 0., 0., 1./8., 3./4., 1./8.],$
                [1./8., 0., 0., 0., 0., 0., 0., 0., 0., 0., 1./8., 3./4.]   ])
A = float([     [1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],$
                [0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],$
                [0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0., 0.],$
                [0., 0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0.],$
                [0., 0., 0., 0., 1., 0., 0., 0., 0., 0., 0., 0.],$
                [0., 0., 0., 0., 0., 1., 0., 0., 0., 0., 0., 0.],$
                [0., 0., 0., 0., 0., 0., 1., 0., 0., 0., 0., 0.],$
                [0., 0., 0., 0., 0., 0., 0., 1., 0., 0., 0., 0.],$
                [0., 0., 0., 0., 0., 0., 0., 0., 1., 0., 0., 0.],$
                [0., 0., 0., 0., 0., 0., 0., 0., 0., 1., 0., 0.],$
                [0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 1., 0.],$
                [0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 1.]   ])
fluxinit=flux
fluxinit=flux
flux_check=flux
for lo=0,dimlon-1 do begin
for la=0,dimlat-1 do begin
flux_check(lo,la,*) = invert(A) ## transpose(fluxinit(lo,la,*))
endfor
endfor                  
m_bloq = make_array(dimlon,dimlat,12,value=0)           ; Matrice booléenne "mois à bloquer ou non"
if total(where(flux_check lt 0)) ne -1 then m_bloq(where(flux_check lt 0)) = 1
; Correction/adaptation de la matrice S&Z en fonction du masque booléen m_bloq
for lo=0,dimlon-1 do begin
for la=0,dimlat-1 do begin
whereneg = where(flux_check(lo,la,*) lt 0)              ; (12 pts max) Identification de potentiels points à problÚmes, corrigés négativement
nbannul=n_elements(whereneg)*(total(whereneg) ne -1)
flux_corr=flux_check(lo,la,*)                           ; Création d'un vecteur pour recevoir les valeurs corrigées, initialisé à flux_check au cas où on n'ait rien à faire d'autre qu'une seule itération
A2 = A                                                  ; Je repars de la matrice A initiale, ce pour chaque point de grille
;                                                       ; Potentiellement plusieurs passages pour éliminer toutes les valeurs négatives
while nbannul ne 0 do begin                             ; Si l'on a effectivement des émissions corrigées négativement...
m_bloq(lo,la,whereneg) = 1                              ; Update de la matrice m_bloq
for m=0,11 do begin
if m eq 11 then begin                                   ; Pour plus de facilité, mois précédents et suivants codés ici
p=10
s=0
endif else if m eq 0 then begin
p=11
s=1
endif else begin
p = m-1
s = m+1
endelse
if m_bloq(lo,la,m) then begin                           ; Je traite les mois bloqués en eux-mêmes
A2(p,m) = 0.
A2(m,m) = 1.
A2(s,m) = 0.
endif                                                   ; Fin du cas si l'on est sur un mois bloqué
if ~m_bloq(lo,la,m) then begin                          ; Je traite les mois non bloqués, pour ceux adjacents à un mois bloqué
if m_bloq(lo,la,p) and m_bloq(lo,la,s) then begin               ; Mois encadré de deux mois bloqués
A2(p,m) = 1./4.
A2(m,m) = 1./2.
A2(s,m) = 1./4.
endif else if m_bloq(lo,la,p) and ~m_bloq(lo,la,s) then begin   ; Mois précédent bloqué (uniquement)
A2(p,m) = 2./8.
A2(m,m) = 5./8.
A2(s,m) = 1./8.
endif else if ~m_bloq(lo,la,p) and m_bloq(lo,la,s) then begin   ; Mois suivant bloqué (uniquement)
A2(p,m) = 1./8.
A2(m,m) = 5./8.
A2(s,m) = 2./8.
endif
endif                                                           ; Fin du cas mois non bloqué
endfor                                                          ; Fin de la boucle sur les mois, balayage de la matrice
flux_corr = invert(A2) ## transpose(fluxinit(lo,la,*))          ; Ré-itération de la multiplication matricielle avec la matrice A modifiée (A2)
whereneg = where(flux_corr lt 0)                                ; (12 pts max) Ré-identification de potentiels nouveaux points à problÚmes, corrigés négativement
nbannul=n_elements(whereneg)*(total(whereneg) ne -1)
endwhile                                                        ; Fin du cas où l'on avait des problÚmes d'émissions corrigées négativement
; *** IMPORTANT ! *** Pour signaler les mois bloqués, on prend la convention suivante :
;       valeur négative ou nulle <=> mois bloqué
;       valeur positive <=> mois à interpolation classique
flux(lo,la,*) = flux_corr                                       ; En sortie de la boucle while, normalement flux_corr est complÚtement positif
endfor                                                          ; Fin boucle lat
endfor                                                          ; Fin boucle lon
nbnegtotal = n_elements(where(m_bloq eq 1)) * (total(where(m_bloq eq 1)) ne -1)
if nbnegtotal ne 0 then flux(where(m_bloq eq 1)) = -flux(where(m_bloq eq 1))            ; Je force à des valeurs négatives
;
month_in_year=12
nbpoint=${nbpoint}
flux2=fltarr(nbpoint,month_in_year)
flux2(*,*)=0.0
;
for l=0,month_in_year-1 do begin
flux2(0,l)=TOTAL(flux(*,0,l))/float(dimlon)
flux2(nbpoint-1,l)=TOTAL(flux(*,dimlat-1,l))/float(dimlon)
endfor
;
pt=1
for j=1,dimlat-2  do begin
for i=0,dimlon-1  do begin
for l=0,month_in_year-1 do begin
  flux2(pt,l)=flux(i,j,l)
endfor
pt=pt+1
endfor
endfor
;
;saving netcdf file
;
fluxstruct={vector:fltarr(nbpoint),time:fltarr(month_in_year), $
            flx_${species}:fltarr(nbpoint,month_in_year) }
;
fluxstruct.vector=float(indgen(nbpoint)+1)
;;fluxstruct.time=float(indgen(month_in_year)+1)
fluxstruct.time=[15, 45, 75, 105, 135, 165, 195, 225, 255, 285, 315, 345]
fluxstruct.flx_${species}=flux2
;
attributes = {units:strarr(3),long_name:strarr(3)}
attributes.units = ['vector','days since 1960-01-01','flux']
attributes.long_name = ['vector', 'time', 'flux']
;
dimensions = {isdim:intarr(3), links:intarr(2,3)}
       dimensions.isdim =  [1,1,0]  ; (1=dimension, 0=variable)
       dimensions.links = [ [-1,-1],[-1,-1],[0,1]    ]
;
netcdfwrite,'${filenameout3}',fluxstruct,clobber=1, attributes=attributes, dimensions=dimensions
;
end
eod

#
#--calling IDL
#
/opt/idl-6.4/idl/bin/idl << eod
.r netcdf
.r netcdfwrite
.r struct_dims
.r regrid
regrid
exit
eod
#

#--end loop on species
done

#--deleting output file if already there
#rm -f ${dirout}co2ff_lmdz_cmip6_${year}.nc

#--rename a few things
#cdo expr,'flx_co2=FLX_CO2' ${dirout}flux_vector_CO2_${year}.nc ${dirout}co2ff_lmdz_cmip6_${year}.nc
#ncrename -d VECTOR,vector -v VECTOR,vector ${dirout}co2ff_lmdz_cmip6_${year}.nc
#ncrename -d TIME,time     -v TIME,time     ${dirout}co2ff_lmdz_cmip6_${year}.nc

#--cleaning up 
#rm -f ${dirout}flux*_${year}.nc
rm -f ${filenameout1}

#--end loop on years
done

#--cleaning the mess
rm -f ferret*
rm -f regrid.pro
rm -f rewrite.jnl