pro subdctn_ses_validation_net_1991_93_all_v10
@common
;------------------------------------------------------------
reinitplt, /z,/invert
key_portrait = 1
coefpalit=.9

openps, FILENAME = 'idl.ps'
;------------------------------------------------------------
; partie a changer
;------------------------------------------------------------

;; subduction experiment in the atlantic in 1991-93
box=[337.5, 338.5, 17.5, 18.5]

;; first leg

;; second leg

fi="/Users/pkb/data/Mooring_data/subduction_expt_atl/met_data_subduct_ses_92.txt"
res=read_ascii(fi,data_start=1)
ff=res.field1
swr_92=reform(ff(7,*))
lhf_92=reform(ff(5,*))
shf_92=reform(ff(6,*))
lwr_92=reform(ff(8,*))
net_92=[swr_92+lwr_92+shf_92+lhf_92]
help, net_92

;; second leg

fi="/Users/pkb/data/Mooring_data/subduction_expt_atl/met_data_subduct_ses_93.txt"
res=read_ascii(fi,data_start=1)
ff=res.field1
swr_93=reform(ff(7,*))
lhf_93=reform(ff(5,*))
shf_93=reform(ff(6,*))
lwr_93=reform(ff(8,*))
net_93=[swr_93+lwr_93+shf_93+lhf_93]
help, net_93

net=[net_92, net_93]
help, net

;; reading other data sets

st1=19920209 & en1=19920911
st2=19920921 & en2=19930618

file="/Users/pkb/data/ERA-I/erai_swr_19910101_20091231_oafluxgrid.nc"
initncdf, file
swr1=read_ncdf('swr',st1,en1,file=file,/nostr, box=box) & swr1=grossemoyenne(swr1, "xy", box=box,/nan) & swr1=reform(swr1)
swr2=read_ncdf('swr',st2,en2,file=file,/nostr, box=box) & swr2=grossemoyenne(swr2, "xy", box=box,/nan) & swr2=reform(swr2)

file='/Volumes/Iomega_HDD/TropFlux/input_uncor/erai_lhf_19890101_20091231_oafluxgrid.nc'
initncdf, file
lhf1=-1*read_ncdf('lhf',st1,en1,file=file,/nostr, box=box) & lhf1=grossemoyenne(lhf1, "xy", box=box,/nan) & lhf1=reform(lhf1)
lhf2=-1*read_ncdf('lhf',st2,en2,file=file,/nostr, box=box) & lhf2=grossemoyenne(lhf2, "xy", box=box,/nan) & lhf2=reform(lhf2)

file='/Volumes/Iomega_HDD/TropFlux/input_uncor/erai_shf_19890101_20091231_oafluxgrid.nc'
initncdf, file
shf1=-1*read_ncdf('shf',st1,en1,file=file,/nostr, box=box) & shf1=grossemoyenne(shf1, "xy", box=box,/nan) & shf1=reform(shf1)
shf2=-1*read_ncdf('shf',st2,en2,file=file,/nostr, box=box) & shf2=grossemoyenne(shf2, "xy", box=box,/nan) & shf2=reform(shf2)

file='/Volumes/Iomega_HDD/TropFlux/input_uncor/erai_lwr_19890101_20091231_oafluxgrid.nc'
initncdf, file
lwr1=read_ncdf('lwr',st1-1,en1,file=file,/nostr, box=box) & lwr1=grossemoyenne(lwr1, "xy", box=box,/nan) & lwr1=reform(lwr1)
lwr2=read_ncdf('lwr',st2-1,en2,file=file,/nostr, box=box) & lwr2=grossemoyenne(lwr2, "xy", box=box,/nan) & lwr2=reform(lwr2)

net1=swr1+(lwr1+shf1+lhf1) & net2=swr2+(lwr2+shf2+lhf2)
era=[net1,net2]
help, era

lhf1=0. & lhf2=0. & shf1=0. & shf2=0.
lwr1=0. & lwr2=0. & swr1=0. & swr2=0.
net1=0. & net2=0.

file="/Users/pkb/data/TropFlux/TropFlux_19890101_20091231.nc"
initncdf, file
lhf1=read_ncdf('lhf',st1,en1,file=file,/nostr, box=box) & lhf1=grossemoyenne(lhf1, "xy", box=box,/nan) & lhf1=reform(lhf1)
lhf2=read_ncdf('lhf',st2,en2,file=file,/nostr, box=box) & lhf2=grossemoyenne(lhf2, "xy", box=box,/nan) & lhf2=reform(lhf2)
shf1=read_ncdf('shf',st1,en1,file=file,/nostr, box=box) & shf1=grossemoyenne(shf1, "xy", box=box,/nan) & shf1=reform(shf1)
shf2=read_ncdf('shf',st2,en2,file=file,/nostr, box=box) & shf2=grossemoyenne(shf2, "xy", box=box,/nan) & shf2=reform(shf2)
lwr1=read_ncdf('lwr',st1,en1,file=file,/nostr, box=box) & lwr1=grossemoyenne(lwr1, "xy", box=box,/nan) & lwr1=reform(lwr1)
lwr2=read_ncdf('lwr',st2,en2,file=file,/nostr, box=box) & lwr2=grossemoyenne(lwr2, "xy", box=box,/nan) & lwr2=reform(lwr2)
swr1=read_ncdf('swr',st1,en1,file=file,/nostr, box=box) & swr1=grossemoyenne(swr1, "xy", box=box,/nan) & swr1=reform(swr1)
swr2=read_ncdf('swr',st2,en2,file=file,/nostr, box=box) & swr2=grossemoyenne(swr2, "xy", box=box,/nan) & swr2=reform(swr2)

file="/Users/pkb/data/TropFlux/TropFlux_swr_19890101_20091231_NRT_v50.nc"
initncdf, file
olr1=read_ncdf("sw", st1-1, en1, file=file,/nostr, box=box) & olr1=grossemoyenne(olr1, "xy",/nan, box=box) & olr1=reform(olr1)
olr2=read_ncdf("sw", st2-1, en2, file=file,/nostr, box=box) & olr2=grossemoyenne(olr2, "xy",/nan, box=box) & olr2=reform(olr2)

net1=swr1+lwr1+(shf1+lhf1) & net2=swr2+lwr2+(shf2+lhf2)
neto_1=olr1+lwr1+lhf1+shf1 & neto_2=olr2+lwr2+lhf2+shf2 
trop=[net1,net2] & olr=[neto_1,neto_2]
help, trop, olr

file='/Volumes/Iomega_HDD/work/flux_reconstruction/OAFLX_GRID/swr_oafluxgrid_1985_2007.nc'
initncdf, file
swr1=read_ncdf("swr", st1, en1, file=file,/nostr, box=box) & swr1=grossemoyenne(swr1, "xy",/nan, box=box) & swr1=reform(swr1)
swr2=read_ncdf("swr", st2, en2, file=file,/nostr, box=box) & swr2=grossemoyenne(swr2, "xy",/nan, box=box) & swr2=reform(swr2)

file='/Volumes/Iomega_HDD/work/flux_reconstruction/OAFLX_GRID/lwr_oafluxgrid_1985_2007.nc'
initncdf, file
lwr1=-1*read_ncdf("lwr", st1, en1, file=file,/nostr, box=box) & lwr1=grossemoyenne(lwr1, "xy",/nan, box=box) & lwr1=reform(lwr1)
lwr2=-1*read_ncdf("lwr", st2, en2, file=file,/nostr, box=box) & lwr2=grossemoyenne(lwr2, "xy",/nan, box=box) & lwr2=reform(lwr2)

file='/Volumes/Iomega_HDD/work/flux_reconstruction/OAFLX_GRID/lhf_oafluxgrid_1985_2009.nc'
initncdf, file
lhf1=-1*read_ncdf("lhf", st1, en1, file=file,/nostr, box=box) & lhf1=grossemoyenne(lhf1, "xy",/nan, box=box) & lhf1=reform(lhf1)
lhf2=-1*read_ncdf("lhf", st2, en2, file=file,/nostr, box=box) & lhf2=grossemoyenne(lhf2, "xy",/nan, box=box) & lhf2=reform(lhf2)

file='/Volumes/Iomega_HDD/work/flux_reconstruction/OAFLX_GRID/shf_oafluxgrid_1985_2009.nc'
initncdf, file
shf1=-1*read_ncdf("shf", st1, en1, file=file,/nostr, box=box) & shf1=grossemoyenne(shf1, "xy",/nan, box=box) & shf1=reform(shf1)
shf2=-1*read_ncdf("shf", st2, en2, file=file,/nostr, box=box) & shf2=grossemoyenne(shf2, "xy",/nan, box=box) & shf2=reform(shf2)

net1=swr1+lwr1+lhf1+shf1 & net2=swr2+lwr2+lhf2+shf2
oaf=[net1,net2]
help, oaf

fi='/Volumes/Iomega_HDD/flux_reconstruction/ncep2/swr_ncep2_oaflxgrid_19890101_20091231.nc'
initncdf, fi
swr1=read_ncdf("swr", st1, en1, file=fi,/nostr, box=box) & swr1=grossemoyenne(swr1, "xy",/nan, box=box) & swr1=reform(swr1)
swr2=read_ncdf("swr", st2, en2, file=fi,/nostr, box=box) & swr2=grossemoyenne(swr2, "xy",/nan, box=box) & swr2=reform(swr2)

fi="/Volumes/Iomega_HDD/flux_reconstruction/ncep2/NCEP2_flux_19890101_20090729.nc"
initncdf, fi
lwr1=-1*read_ncdf("lwr", st1, en1, file=fi,/nostr, box=box) & lwr1=grossemoyenne(lwr1, "xy",/nan, box=box) & lwr1=reform(lwr1)
lwr2=-1*read_ncdf("lwr", st2, en2, file=fi,/nostr, box=box) & lwr2=grossemoyenne(lwr2, "xy",/nan, box=box) & lwr2=reform(lwr2)

fi='/Volumes/Iomega_HDD/flux_reconstruction/ncep2/lhf_ncep2_oafluxgrid_19890101_20091231.nc'
initncdf, fi
lhf1=-1*read_ncdf("lhf", st1, en1, file=fi,/nostr, box=box) & lhf1=grossemoyenne(lhf1, "xy",/nan, box=box) & lhf1=reform(lhf1)
lhf2=-1*read_ncdf("lhf", st2, en2, file=fi,/nostr, box=box) & lhf2=grossemoyenne(lhf2, "xy",/nan, box=box) & lhf2=reform(lhf2)

fi='/Volumes/Iomega_HDD/flux_reconstruction/ncep2/shf_ncep2_oafluxgrid_19890101_20091231.nc'
initncdf, fi
shf1=-1*read_ncdf("shf", st1, en1, file=fi,/nostr, box=box) & shf1=grossemoyenne(shf1, "xy",/nan, box=box) & shf1=reform(shf1)
shf2=-1*read_ncdf("shf", st2, en2, file=fi,/nostr, box=box) & shf2=grossemoyenne(shf2, "xy",/nan, box=box) & shf2=reform(shf2)

net1=swr1+lwr1+lhf1+shf1 & net2=swr2+lwr2+lhf2+shf2
nce2=[net1,net2]
help, nce2

file="/Users/pkb/data/heat_budget/ncep/ncep1_flux_19890101_20091231.nc"
initncdf, file
lhf1=read_ncdf('lhf',st1,en1,file=file,/nostr, box=box) & lhf1=grossemoyenne(lhf1, "xy", box=box,/nan) & lhf1=reform(lhf1)
lhf2=read_ncdf('lhf',st2,en2,file=file,/nostr, box=box) & lhf2=grossemoyenne(lhf2, "xy", box=box,/nan) & lhf2=reform(lhf2)
shf1=read_ncdf('shf',st1,en1,file=file,/nostr, box=box) & shf1=grossemoyenne(shf1, "xy", box=box,/nan) & shf1=reform(shf1)
shf2=read_ncdf('shf',st2,en2,file=file,/nostr, box=box) & shf2=grossemoyenne(shf2, "xy", box=box,/nan) & shf2=reform(shf2)
lwr1=read_ncdf('lwr',st1,en1,file=file,/nostr, box=box) & lwr1=grossemoyenne(lwr1, "xy", box=box,/nan) & lwr1=reform(lwr1)
lwr2=read_ncdf('lwr',st2,en2,file=file,/nostr, box=box) & lwr2=grossemoyenne(lwr2, "xy", box=box,/nan) & lwr2=reform(lwr2)
swr1=read_ncdf('swr',st1,en1,file=file,/nostr, box=box) & swr1=grossemoyenne(swr1, "xy", box=box,/nan) & swr1=reform(swr1)
swr2=read_ncdf('swr',st2,en2,file=file,/nostr, box=box) & swr2=grossemoyenne(swr2, "xy", box=box,/nan) & swr2=reform(swr2)
net1=swr1+(lwr1+shf1+lhf1) & net2=swr2+(lwr2+shf2+lhf2)
nce1=[net1,net2]

help, nce1

ind=where(finite(net))
net=net(ind) & era=era(ind) & trop=trop(ind) & oaf=oaf(ind) & nce2=nce2(ind) & nce1=nce1(ind)
olr=olr(ind)
;------------------------------------------------------------

statistics, net, era, $
                 cor, bias, std, rmsd
print, cor, bias, std,  rmsd
cstat_era=string(cor, bias, std, rmsd, format='(f4.2,2x,f6.2,2x,f4.2,1x,f6.2)')

statistics, net, trop, $
                 cor, bias, std, rmsd
print, cor, bias, std,  rmsd
cstat_trop=string(cor, bias, std, rmsd, format='(f4.2,2x,f6.2,2x,f4.2,1x,f6.2)')

statistics, net, oaf, $
                 cor, bias, std, rmsd
print, cor, bias, std,  rmsd
cstat_oaf=string(cor, bias, std, rmsd, format='(f4.2,2x,f6.2,2x,f4.2,1x,f6.2)')

statistics, net, nce1, $
                 cor, bias, std, rmsd
print, cor, bias, std,  rmsd
cstat_nce1=string(cor, bias, std, rmsd, format='(f4.2,2x,f6.2,2x,f4.2,1x,f6.2)')

statistics, net, nce2, $
                 cor, bias, std, rmsd
print, cor, bias, std,  rmsd
cstat_nce2=string(cor, bias, std, rmsd, format='(f4.2,2x,f6.2,2x,f4.2,1x,f6.2)')

statistics, net, olr, $
                 cor, bias, std, rmsd
print, cor, bias, std,  rmsd
cstat_olr=string(cor, bias, std, rmsd, format='(f4.2,2x,f6.2,2x,f4.2,1x,f6.2)')

;------------------------------------------------------------

splot, net, era, charsize=1.1, title='Net Flux - Subdn. ses Vs ERAI', $
     xrange=[-200,200], yrange=[-200,200], small=[2,3,1], psym=2, xmin=1, ymin=1
oplot, [-200,200], [-200,200]
xyouts, 0,-175, cstat_era, charsize=1.

splot, net, trop, charsize=1.1, title='Net Flux - Subdn. ses Vs TropFlux',/noer, $
     xrange=[-200,200], yrange=[-200,200], small=[2,3,2], psym=2, xmin=1, ymin=1
oplot, [-200,200], [-200,200]
xyouts, 0,-175, cstat_trop, charsize=1.

splot, net, oaf, charsize=1.1, title='Net Flux - Subdn. ses Vs OAFlux',/noer, $
     xrange=[-200,200], yrange=[-200,200], small=[2,3,3], psym=2, xmin=1, ymin=1
oplot, [-200,200], [-200,200]
xyouts, 0,-175, cstat_oaf, charsize=1.

splot, net, nce1, charsize=1.1, title='Net Flux - Subdn. ses Vs NCEP1',/noer, $
     xrange=[-200,200], yrange=[-200,200], small=[2,3,4], psym=2, xmin=1, ymin=1
oplot, [-200,200], [-200,200]
xyouts, 0,-175, cstat_nce1, charsize=1.

splot, net, nce2, charsize=1.1, title='Net Flux - Subdn. ses Vs NCEP2',/noer, $
     xrange=[-200,200], yrange=[-200,200], small=[2,3,5], psym=2, xmin=1, ymin=1
oplot, [-200,200], [-200,200]
xyouts, 0,-175, cstat_nce2, charsize=1.

splot, net, olr, charsize=1.1, title='Net Flux - Subdn. ses Vs TropFlux_NRT',/noer, $
     xrange=[-200,200], yrange=[-200,200], small=[2,3,6], psym=2, xmin=1, ymin=1
oplot, [-200,200], [-200,200]
xyouts, 0,-175, cstat_olr, charsize=1.

stop
;------------------------------------------------------------
closeps
fig="subdctn_ses_validation_net_1991_93_all_v10.ps"
spawn, 'mv '+psdir+'idl.ps '+cpsdir+fig
spawn, 'gv '+cpsdir+fig
;------------------------------------------------------------
return
end