source: trunk/src/paper01/fig14/whots_validation_net_2004_2007_all_v10.pro @ 41

pro whots_validation_net_2004_2007_all_v10
@common
;------------------------------------------------------------
reinitplt, /z,/invert
key_portrait = 1
coefpalit=.9

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

;; WHOTS in the NC pacific  2004-09
;22.45N, 157.54W (202.46E)
box=[202, 203, 22., 23.]

;; first leg

fi="/Users/pkb/data/Mooring_data/WHOTS/met_data_WHOTS_2004_2005.txt"
res=read_ascii(fi,data_start=1)
ff=res.field1
lhf_04=reform(ff(5,*))
shf_04=reform(ff(6,*))
swr_04=reform(ff(7,*))/0.93
lwr_04=reform(ff(8,*))
net_04=[lhf_04+shf_04+swr_04+lwr_04]

fi="/Users/pkb/data/Mooring_data/WHOTS/met_data_WHOTS_2005_2006.txt"
res=read_ascii(fi,data_start=1)
ff=res.field1
lhf_05=reform(ff(5,*))
shf_05=reform(ff(6,*))
swr_05=reform(ff(7,*))/0.93
lwr_05=reform(ff(8,*))
net_05=[lhf_05+shf_05+swr_05+lwr_05]

fi="/Users/pkb/data/Mooring_data/WHOTS/met_data_WHOTS_2006_2007.txt"
res=read_ascii(fi,data_start=1)
ff=res.field1
lhf_06=reform(ff(5,*))
shf_06=reform(ff(6,*))
swr_06=reform(ff(7,*))/0.93
lwr_06=reform(ff(8,*))
net_06=[lhf_06+shf_06+swr_06+lwr_06]

net=[net_04, net_05, net_06]

help, net

;; reading other data sets

st1=20040813 & en1=20050725 
st2=20050728 & en2=20060624
st3=20060627 & en3=20070628 
;st4=20070626 & en4=20080606 
;st5=20080605 & en5=20090715

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)
lhf3=-1*read_ncdf('lhf',st3,en3,file=file,/nostr, box=box) & lhf3=grossemoyenne(lhf3, "xy", box=box,/nan) & lhf3=reform(lhf3)

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)
shf3=-1*read_ncdf('shf',st3,en3,file=file,/nostr, box=box) & shf3=grossemoyenne(shf3, "xy", box=box,/nan) & shf3=reform(shf3)

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)
lwr3=read_ncdf('lwr',st3-1,en3,file=file,/nostr, box=box) & lwr3=grossemoyenne(lwr3, "xy", box=box,/nan) & lwr3=reform(lwr3)

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)
swr3=read_ncdf('swr',st3,en3,file=file,/nostr, box=box) & swr3=grossemoyenne(swr3, "xy", box=box,/nan) & swr3=reform(swr3)

net1=swr1+(lwr1+shf1+lhf1) & net2=swr2+(lwr2+shf2+lhf2) & net3=swr3+(lwr3+shf3+lhf3)
era=[net1,net2,net3]
lhf1=0. & lhf2=0. & lhf3=0.
shf1=0. & shf2=0. & shf3=0.
lwr1=0. & lwr2=0. & lwr3=0. 
swr1=0. & swr2=0. & swr3=0.
net1=0. & net2=0. & net3=0. 
help, era

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)
lhf3=read_ncdf('lhf',st3,en3,file=file,/nostr, box=box) & lhf3=grossemoyenne(lhf3, "xy", box=box,/nan) & lhf3=reform(lhf3)

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)
shf3=read_ncdf('shf',st3,en3,file=file,/nostr, box=box) & shf3=grossemoyenne(shf3, "xy", box=box,/nan) & shf3=reform(shf3)

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)
lwr3=read_ncdf('lwr',st3,en3,file=file,/nostr, box=box) & lwr3=grossemoyenne(lwr3, "xy", box=box,/nan) & lwr3=reform(lwr3)

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)
swr3=read_ncdf('swr',st3,en3,file=file,/nostr, box=box) & swr3=grossemoyenne(swr3, "xy", box=box,/nan) & swr3=reform(swr3)

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)
olr3=read_ncdf("sw", st3-1, en3, file=file,/nostr, box=box) & olr3=grossemoyenne(olr3, "xy",/nan, box=box) & olr3=reform(olr3)

net1=swr1+lwr1+(shf1+lhf1) & net2=swr2+lwr2+(shf2+lhf2) & net3=swr3+lwr3+(shf3+lhf3)
neto_1=olr1+lwr1+lhf1+shf1 & neto_2=olr2+lwr2+lhf2+shf2 & neto_3=olr3+lwr3+lhf3+shf3 

trop=[net1,net2,net3] & olr=[neto_1,neto_2,neto_3]

lhf1=0. & lhf2=0. & lhf3=0.
shf1=0. & shf2=0. & shf3=0. 
lwr1=0. & lwr2=0. & lwr3=0.
swr1=0. & swr2=0. & swr3=0. 
net1=0. & net2=0. & net3=0. 
neto_1=0 & neto_2=0 & neto_3=0

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)
swr3=read_ncdf("swr", st3, en3, file=file,/nostr, box=box) & swr3=grossemoyenne(swr3, "xy",/nan, box=box) & swr3=reform(swr3)

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)
lwr3=-1*read_ncdf("lwr", st3, en3, file=file,/nostr, box=box) & lwr3=grossemoyenne(lwr3, "xy",/nan, box=box) & lwr3=reform(lwr3)

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)
lhf3=-1*read_ncdf("lhf", st3, en3, file=file,/nostr, box=box) & lhf3=grossemoyenne(lhf3, "xy",/nan, box=box) & lhf3=reform(lhf3)

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)
shf3=-1*read_ncdf("shf", st3, en3, file=file,/nostr, box=box) & shf3=grossemoyenne(shf3, "xy",/nan, box=box) & shf3=reform(shf3)

net1=swr1+lwr1+lhf1+shf1 & net2=swr2+lwr2+lhf2+shf2 & net3=swr3+lwr3+lhf3+shf3

oaf=[net1,net2,net3]
lhf1=0. & lhf2=0. & lhf3=0. 
shf1=0. & shf2=0. & shf3=0. 
lwr1=0. & lwr2=0. & lwr3=0.
swr1=0. & swr2=0. & swr3=0.
net1=0. & net2=0. & net3=0.
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)
swr3=read_ncdf("swr", st3, en3, file=fi,/nostr, box=box) & swr3=grossemoyenne(swr3, "xy",/nan, box=box) & swr3=reform(swr3)

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)
lwr3=-1*read_ncdf("lwr", st3, en3, file=fi,/nostr, box=box) & lwr3=grossemoyenne(lwr3, "xy",/nan, box=box) & lwr3=reform(lwr3)

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)
lhf3=-1*read_ncdf("lhf", st3, en3, file=fi,/nostr, box=box) & lhf3=grossemoyenne(lhf3, "xy",/nan, box=box) & lhf3=reform(lhf3)

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)
shf3=-1*read_ncdf("shf", st3, en3, file=fi,/nostr, box=box) & shf3=grossemoyenne(shf3, "xy",/nan, box=box) & shf3=reform(shf3)

net1=swr1+lwr1+lhf1+shf1 & net2=swr2+lwr2+lhf2+shf2 & net3=swr3+lwr3+lhf3+shf3

nce2=[net1,net2,net3]
help, nce2

lhf1=0. & lhf2=0. & lhf3=0. 
shf1=0. & shf2=0. & shf3=0.
lwr1=0. & lwr2=0. & lwr3=0.
swr1=0. & swr2=0. & swr3=0. 
net1=0. & net2=0. & net3=0.

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)
lhf3=read_ncdf('lhf',st3,en3,file=file,/nostr, box=box) & lhf3=grossemoyenne(lhf3, "xy", box=box,/nan) & lhf3=reform(lhf3)

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)
shf3=read_ncdf('shf',st3,en3,file=file,/nostr, box=box) & shf3=grossemoyenne(shf3, "xy", box=box,/nan) & shf3=reform(shf3)

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)
lwr3=read_ncdf('lwr',st3,en3,file=file,/nostr, box=box) & lwr3=grossemoyenne(lwr3, "xy", box=box,/nan) & lwr3=reform(lwr3)

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)
swr3=read_ncdf('swr',st3,en3,file=file,/nostr, box=box) & swr3=grossemoyenne(swr3, "xy", box=box,/nan) & swr3=reform(swr3)

net1=swr1+(lwr1+shf1+lhf1) & net2=swr2+(lwr2+shf2+lhf2) & net3=swr3+(lwr3+shf3+lhf3)
nce1=[net1,net2,net3]
help, nce1

lhf1=0. & lhf2=0. & lhf3=0. 
shf1=0. & shf2=0. & shf3=0.
lwr1=0. & lwr2=0. & lwr3=0.
swr1=0. & swr2=0. & swr3=0. 
net1=0. & net2=0. & net3=0.

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 - WHOTS Vs ERAI', $
     xrange=[-250,250], yrange=[-250,250], small=[2,3,1], psym=2, xmin=1, ymin=1
oplot, [-250,250], [-250,250]
xyouts, 0,-200, cstat_era, charsize=1.

splot, net, trop, charsize=1.1, title='Net Flux - WHOTS Vs TropFlux',/noer, $
     xrange=[-250,250], yrange=[-250,250], small=[2,3,2], psym=2, xmin=1, ymin=1
oplot, [-250,250], [-250,250]
xyouts, 0,-200, cstat_trop, charsize=1.

splot, net, oaf, charsize=1.1, title='Net Flux - WHOTS Vs OAFlux',/noer, $
     xrange=[-250,250], yrange=[-250,250], small=[2,3,3], psym=2, xmin=1, ymin=1
oplot, [-250,250], [-250,250]
xyouts, 0,-200, cstat_oaf, charsize=1.

splot, net, nce1, charsize=1.1, title='Net Flux - WHOTS Vs NCEP1',/noer, $
     xrange=[-250,250], yrange=[-250,250], small=[2,3,4], psym=2, xmin=1, ymin=1
oplot, [-250,250], [-250,250]
xyouts, 0,-200, cstat_nce1, charsize=1.

splot, net, nce2, charsize=1.1, title='Net Flux - WHOTS Vs NCEP2',/noer, $
     xrange=[-250,250], yrange=[-250,250], small=[2,3,5], psym=2, xmin=1, ymin=1
oplot, [-250,250], [-250,250]
xyouts, 0,-200, cstat_nce2, charsize=1.

splot, net, olr, charsize=1.1, title='Net Flux - WHOTS Vs TropFlux_NRT',/noer, $
     xrange=[-250,250], yrange=[-250,250], small=[2,3,6], psym=2, xmin=1, ymin=1
oplot, [-250,250], [-250,250]
xyouts, 0,-200, cstat_olr, charsize=1.

;------------------------------------------------------------
closeps
fig="WHOTS_validation_net_2004_2007_all_v10.ps"
spawn, 'mv '+psdir+'idl.ps '+cpsdir+fig
spawn, 'gv '+cpsdir+fig
;------------------------------------------------------------
return
end