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cy.cospectrum.ncl
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cy.cospectrum.ncl
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; latitude-phase speed spectrum
; sbatch --account=kuang_lab -p huce_intel -J cospectrum --array=1-1 -n 1 -t 1440 --mem=20000 -o "slurm.%a" --wrap='ncl -Q cy.cospectrum.ncl >& slurm-${SLURM_JOB_NAME}-${SLURM_ARRAY_JOB_ID}-${SLURM_ARRAY_TASK_ID}'
;TODO for jj in `seq 2 13`; do export CASENAME=`basename ~/fms-backup/b${jj}[a-z]*`; echo $CASENAME; ncl -Q cy.cospectrum.ncl pp=800.; done
load "./gsn_csm.ncl"
begin
wcStrt = systemfunc("date")
; ERA-interim
/;
; ~/sw/ecmwfapi/ecmwf.djf.sh
; ~/sw/ecmwfapi/interim-uv250.py
; fv = addfile("/n/regal/kuang_lab/pchan/blocking/ERA-interim/uv250_00Z_ERA-interim_1998djf.nc","r")
yrArr = ispan(1980,2016,1)
; FILES1 = systemfunc (" ls -1 /n/regal/kuang_lab/pchan/blocking/ERA-interim/uv250_00Z_ERA-interim_????djf.nc")
FILES1 = "/n/regal/kuang_lab/pchan/blocking/ERA-interim/uv250_00Z_ERA-interim_"+yrArr+"djf.nc"
fv = addfiles(FILES1,"r")
ListSetType(fv,"join") ;cat")
u = short2flt(fv[:]->u)
v = short2flt(fv[:]->v)
lat = u&latitude
;/
; FMS
; FILES1 = systemfunc("cat "+get_script_prefix_name+".filelist") ;systemfunc (" ls -1 var_a[14]*.nc")
cidCtrl = "b1ctrl"
caseid = getenv("CASENAME")
if (ismissing(caseid)) then
print(caseid)
status_exit(1)
end if
if (str_get_cols(caseid,0,0).eq."z") then
cidCtrl = "zd100"
end if
; pp = 300.
fn_collect = "ensemble-wise/"+get_script_prefix_name+"."+caseid+"."+pp+".nc"
if (.not. fileexists(fn_collect)) then
; nfiles = toint(systemfunc("ls -1dv fms-output/"+caseid+"ens*/"+get_script_prefix_name+"."+caseid+"ens*.data.nc |wc -l"))
nfiles = toint(systemfunc("ls -1dv fms-output/"+caseid+"ens*/nc.2cospectrum.nc |wc -l"))
; nfiles = 2 ;TODO
; FILES1 = "fms-output/"+ndtooned((/cidCtrl+"ens"+ispan(1,nfiles,1),caseid+"ens"+ispan(1,nfiles,1)/))+"/"+get_script_prefix_name+"."+ndtooned((/cidCtrl+"ens"+ispan(1,nfiles,1),caseid+"ens"+ispan(1,nfiles,1)/))+".data.nc"
FILES1 = "fms-output/"+ndtooned((/cidCtrl+"ens"+ispan(1,nfiles,1),caseid+"ens"+ispan(1,nfiles,1)/))+"/nc.2cospectrum.nc"
fdata = addfiles(FILES1,"r")
ListSetType(fdata,"join") ;cat")
; caseid = fdata@caseid
dt = fdata[0]@dt
; Ly = fdata[0]@Ly
Lx = fdata[0]@Lx
ds = fdata[0]@ds
ds(0) = ListCount(fdata)
irEN = ispan(ds(0)/2,ds(0)-1,1) ;1
irClim = ispan(0,ds(0)/2-1,1) ;0
lat = fdata[0]->lat
u_y = dim_avg_n_Wrap(fdata[irClim]->u_py(:,{pp},:),0)
uEN_y = dim_avg_n_Wrap(fdata[irEN]->u_py(:,{pp},:),0)
uv_rywn = fdata[:]->uv_pywn(:,{pp},:,:,:)
uvClim_ywn = dim_avg_n_Wrap(fdata[irClim]->uv_pywn(:,{pp},:,:,:),0)
uvEN_ywn = dim_avg_n_Wrap(fdata[irEN]->uv_pywn(:,{pp},:,:,:),0) - uvClim_ywn
uvEN_ywn@long_name = uvClim_ywn@long_name
delete_VarAtts(uvClim_ywn,"long_name")
vvClim_ywn = dim_avg_n_Wrap(fdata[irClim]->vv_pywn(:,{pp},:,:,:),0)
vvEN_ywn = dim_avg_n_Wrap(fdata[irEN]->vv_pywn(:,{pp},:,:,:),0) - vvClim_ywn
vvEN_ywn@long_name = vvClim_ywn@long_name
delete_VarAtts(vvClim_ywn,"long_name")
uuClim_ywn = dim_avg_n_Wrap(fdata[irClim]->uu_pywn(:,{pp},:,:,:),0)
uuEN_ywn = dim_avg_n_Wrap(fdata[irEN]->uu_pywn(:,{pp},:,:,:),0) - uuClim_ywn
uuEN_ywn@long_name = uuClim_ywn@long_name
delete_VarAtts(uuClim_ywn,"long_name")
vtClim_ywn = dim_avg_n_Wrap(fdata[irClim]->vt_pywn(:,{pp},:,:,:),0)
vtEN_ywn = dim_avg_n_Wrap(fdata[irEN]->vt_pywn(:,{pp},:,:,:),0) - vtClim_ywn
vtEN_ywn@long_name = vtClim_ywn@long_name
delete_VarAtts(vtClim_ywn,"long_name")
ttClim_ywn = dim_avg_n_Wrap(fdata[irClim]->tt_pywn(:,{pp},:,:,:),0)
ttEN_ywn = dim_avg_n_Wrap(fdata[irEN]->tt_pywn(:,{pp},:,:,:),0) - ttClim_ywn
ttEN_ywn@long_name = ttClim_ywn@long_name
delete_VarAtts(ttClim_ywn,"long_name")
vv_ryn = fdata[:]->vv_pyn(:,{pp},:,:)
vvClim_yn = dim_avg_n_Wrap(fdata[irClim]->vv_pyn(:,{pp},:,:),0)
vvEN_yn = dim_avg_n_Wrap(fdata[irEN]->vv_pyn(:,{pp},:,:),0) - vvClim_yn
copy_VarCoords(u_y,vvEN_yn(:,0))
vvEN_yn@long_name = str_sub_str(vvClim_yn@long_name,"x hPa",pp+" hPa")
delete_VarAtts(vvClim_yn,"long_name")
uv_ryn = fdata[:]->uv_pyn(:,{pp},:,:)
uvClim_yn = dim_avg_n_Wrap(fdata[irClim]->uv_pyn(:,{pp},:,:),0)
uvEN_yn = dim_avg_n_Wrap(fdata[irEN]->uv_pyn(:,{pp},:,:),0) - uvClim_yn
copy_VarCoords(u_y,uvEN_yn(:,0))
uvEN_yn@long_name = uvClim_yn@long_name
delete_VarAtts(uvClim_yn,"long_name")
uu_ryn = fdata[:]->uu_pyn(:,{pp},:,:)
uuClim_yn = dim_avg_n_Wrap(fdata[irClim]->uu_pyn(:,{pp},:,:),0)
uuEN_yn = dim_avg_n_Wrap(fdata[irEN]->uu_pyn(:,{pp},:,:),0) - uuClim_yn
copy_VarCoords(u_y,uuEN_yn(:,0))
uuEN_yn@long_name = uuClim_yn@long_name
delete_VarAtts(uuClim_yn,"long_name")
vt_ryn = fdata[:]->vt_pyn(:,{pp},:,:)
vtClim_yn = dim_avg_n_Wrap(fdata[irClim]->vt_pyn(:,{pp},:,:),0)
vtEN_yn = dim_avg_n_Wrap(fdata[irEN]->vt_pyn(:,{pp},:,:),0) - vtClim_yn
copy_VarCoords(u_y,vtEN_yn(:,0))
vtEN_yn@long_name = vtClim_yn@long_name
delete_VarAtts(vtClim_yn,"long_name")
tt_ryn = fdata[:]->tt_pyn(:,{pp},:,:)
ttClim_yn = dim_avg_n_Wrap(fdata[irClim]->tt_pyn(:,{pp},:,:),0)
ttEN_yn = dim_avg_n_Wrap(fdata[irEN]->tt_pyn(:,{pp},:,:),0) - ttClim_yn
copy_VarCoords(u_y,ttEN_yn(:,0))
ttEN_yn@long_name = ttClim_yn@long_name
delete_VarAtts(ttClim_yn,"long_name")
vvb_ryn = fdata[:]->vvb_yn(:,:,:)
vvbClim_yn = dim_avg_n_Wrap(fdata[irClim]->vvb_yn(:,:,:),0)
vvbEN_yn = dim_avg_n_Wrap(fdata[irEN]->vvb_yn(:,:,:),0) - vvbClim_yn
copy_VarCoords(u_y,vvbEN_yn(:,0))
vvbEN_yn@long_name = vvbClim_yn@long_name
delete_VarAtts(vvbClim_yn,"long_name")
uub_ryn = fdata[:]->uub_yn(:,:,:)
uubClim_yn = dim_avg_n_Wrap(fdata[irClim]->uub_yn(:,:,:),0)
uubEN_yn = dim_avg_n_Wrap(fdata[irEN]->uub_yn(:,:,:),0) - uubClim_yn
copy_VarCoords(u_y,uubEN_yn(:,0))
uubEN_yn@long_name = uubClim_yn@long_name
delete_VarAtts(uubClim_yn,"long_name")
vvs_ryn = fdata[:]->vvs_yn(:,:,:)
vvsClim_yn = dim_avg_n_Wrap(fdata[irClim]->vvs_yn(:,:,:),0)
vvsEN_yn = dim_avg_n_Wrap(fdata[irEN]->vvs_yn(:,:,:),0) - vvsClim_yn
copy_VarCoords(u_y,vvsEN_yn(:,0))
vvsEN_yn@long_name = vvsClim_yn@long_name
delete_VarAtts(vvsClim_yn,"long_name")
uus_ryn = fdata[:]->uus_yn(:,:,:)
uusClim_yn = dim_avg_n_Wrap(fdata[irClim]->uus_yn(:,:,:),0)
uusEN_yn = dim_avg_n_Wrap(fdata[irEN]->uus_yn(:,:,:),0) - uusClim_yn
copy_VarCoords(u_y,uusEN_yn(:,0))
uusEN_yn@long_name = uusClim_yn@long_name
delete_VarAtts(uusClim_yn,"long_name")
delete(fdata)
wallClockElapseTime(wcStrt, "load ens nc",0)
vvEN_yn@long_name = str_sub_str(vvEN_yn@long_name,"x hPa",pp+" hPa")
uvEN_yn@long_name = str_sub_str(uvEN_yn@long_name,"x hPa",pp+" hPa")
uuEN_yn@long_name = str_sub_str(uuEN_yn@long_name,"x hPa",pp+" hPa")
vtEN_yn@long_name = str_sub_str(vtEN_yn@long_name,"x hPa",pp+" hPa")
ttEN_yn@long_name = str_sub_str(ttEN_yn@long_name,"x hPa",pp+" hPa")
vvEN_ywn@long_name = str_sub_str(vvEN_ywn@long_name,"x hPa",pp+" hPa")
uvEN_ywn@long_name = str_sub_str(uvEN_ywn@long_name,"x hPa",pp+" hPa")
uuEN_ywn@long_name = str_sub_str(uuEN_ywn@long_name,"x hPa",pp+" hPa")
vtEN_ywn@long_name = str_sub_str(vtEN_ywn@long_name,"x hPa",pp+" hPa")
ttEN_ywn@long_name = str_sub_str(ttEN_ywn@long_name,"x hPa",pp+" hPa")
if (.not. fileexists("gridfrac.nc")) then
system("export infile="+FILES1(0)+"; module load matlab; \matlab -softwareopengl -nosplash -nojvm -nodisplay -singleCompThread -r 'gridfrac;exit'")
end if
fgrid = addfile("gridfrac.nc","r") ; from gridfrac.m
frac_cwn = fgrid->frac_cwn
phasespeed = fgrid->phasespeed
delete(fgrid)
wallClockElapseTime(wcStrt, "load gridfrac",0)
; phasespeed = -19.5+ispan(0,74,1)
uvClim_yc = new((/ds(2),dimsizes(phasespeed)/),float)
uvClim_yc = 0.
uvEN_yc = uvClim_yc
if isvar("uv_rywn") then
uv_ryc = conform_dims((/ds(0),ds(2),dimsizes(phasespeed)/),uvClim_yc,(/1,2/))
end if
; do jw = 1,ds(1)-1
; do in = 1,ds(3)/2
; ; Unit is correct as long as bin size is 1m/s
; mc = round(-phasespeed(0)+ ( -ds(1)/2.+mod(ds(1)/2.+jw,ds(1)) )*2*get_pi("f")/ds(1)/86400 /in*6.371e6, 3)
;; mc = round(-phasespeed(0)+ ( -ds(1)/2.+mod(ds(1)/2.+jw,ds(1)) )*2*get_pi("f")/ds(1)/21600 /in*6.371e6, 3)
; if (mc.ge.0.and.mc.lt.dimsizes(phasespeed)) then
; uvClim_yc(:,mc) = uvClim_yc(:,mc)+ uvClim_ywn(:,jw,in)
; uvEN_yc(:,mc) = uvEN_yc(:,mc)+ uvEN_ywn(:,jw,in)
; if isvar("uv_rywn") then
; uv_ryc(:,:,mc) = uv_ryc(:,:,mc)+ uv_rywn(:,:,jw,in)
; end if
; end if
; end do
; end do
do mc = 0,dimsizes(phasespeed)-1
uvClim_yc(:,mc) = dim_sum_n(uvClim_ywn *conform(uvClim_ywn,frac_cwn(mc,:,:),(/1,2/)),(/1,2/))
uvEN_yc(:,mc) = dim_sum_n(uvEN_ywn *conform(uvEN_ywn,frac_cwn(mc,:,:),(/1,2/)),(/1,2/))
if isvar("uv_rywn") then
uv_ryc(:,:,mc) = dim_sum_n(uv_rywn *conform(uv_rywn,frac_cwn(mc,:,:),(/2,3/)),(/2,3/))
end if
end do
delete(frac_cwn)
if isvar("uv_rywn") then
delete([/uv_rywn/])
end if
copy_VarCoords(u_y,uvClim_yc(:,0))
uvClim_yc!1 = "phasespeed"
uvClim_yc&phasespeed = phasespeed
; uvClim_yc@long_name = "Cospectra of eddy momentum flux at "+pp+" hPa (m s~S~-1~N~)"
; uvClim_yc@long_name = "u'v' at "+pp+" hPa (m~S~2~N~ s~S~-2~N~ per m s~S~-1~N~ bin)"
; uvClim_yc@units = "day~S~-1" ;"m s~S~-1~N~ day~S~-1"
copy_VarCoords(uvClim_yc,uvEN_yc)
uvEN_yc@long_name = "u'v' at "+pp+" hPa (m~S~2~N~ s~S~-2~N~ per m s~S~-1~N~ bin)"
wallClockElapseTime(wcStrt, "collect wave speed",0)
; save ds irEN irClim phasespeed lat u_y uEN_y uv{Clim_,EN_,_r}yc {uv,vv,uu,vt,tt,vvb,uub,vvs,uus}{Clim_,EN_,_r}yn {uv,vv,uu,vt,tt}{Clim_,EN_}ywn
setfileoption("nc", "Format", "NetCDF4Classic")
;system("rm "+fn_collect)
fout = addfile(fn_collect, "c")
;system("ln -sf "+get_script_prefix_name+"."+caseid+".data.nc "+get_script_prefix_name+".data.nc")
setfileoption(fout, "DefineMode", True)
fAtt = True
fAtt@caseid = caseid
fAtt@creation_date = systemfunc("date")
fAtt@dt = dt
;fAtt@Ly = Ly
fAtt@Lx = Lx
fAtt@ds = ds
fAtt@irEN = irEN
fAtt@irClim = irClim
fileattdef(fout, fAtt)
; copy_VarAtts(f, fout)
dimNames = (/"slice","lat","freq","kx","phasespeed"/)
dimUnlim = (/False,False,False,False,False/)
filedimdef(fout, dimNames, (/ds(0),ds(2),ds(1),ds(3)/2+1,dimsizes(phasespeed)/), dimUnlim)
; filedimdef(fout, dimNames, dimsizes(uv_rywn), dimUnlim)
system("echo finish def dim")
filevardef(fout, "phasespeed", typeof(phasespeed), "phasespeed")
filevardef(fout, "lat", typeof(lat), "lat")
filevardef(fout, "u_y", typeof(u_y), "lat")
filevardef(fout, "uEN_y", typeof(uEN_y), "lat")
filevardef(fout, "uvClim_yc", "float", (/"lat","phasespeed"/))
filevardef(fout, "uvEN_yc", "float", (/"lat","phasespeed"/))
filevardef(fout, "uv_ryc", "float", (/"slice","lat","phasespeed"/))
filevardef(fout, "vvClim_yn", "float", (/"lat","kx"/))
filevardef(fout, "vvEN_yn", "float", (/"lat","kx"/))
filevardef(fout, "vv_ryn", "float", (/"slice","lat","kx"/))
filevardef(fout, "uvClim_yn", "float", (/"lat","kx"/))
filevardef(fout, "uvEN_yn", "float", (/"lat","kx"/))
filevardef(fout, "uv_ryn", "float", (/"slice","lat","kx"/))
filevardef(fout, "uuClim_yn", "float", (/"lat","kx"/))
filevardef(fout, "uuEN_yn", "float", (/"lat","kx"/))
filevardef(fout, "uu_ryn", "float", (/"slice","lat","kx"/))
filevardef(fout, "vtClim_yn", "float", (/"lat","kx"/))
filevardef(fout, "vtEN_yn", "float", (/"lat","kx"/))
filevardef(fout, "vt_ryn", "float", (/"slice","lat","kx"/))
filevardef(fout, "ttClim_yn", "float", (/"lat","kx"/))
filevardef(fout, "ttEN_yn", "float", (/"lat","kx"/))
filevardef(fout, "tt_ryn", "float", (/"slice","lat","kx"/))
filevardef(fout, "vvbClim_yn", "float", (/"lat","kx"/))
filevardef(fout, "vvbEN_yn", "float", (/"lat","kx"/))
filevardef(fout, "vvb_ryn", "float", (/"slice","lat","kx"/))
filevardef(fout, "uubClim_yn", "float", (/"lat","kx"/))
filevardef(fout, "uubEN_yn", "float", (/"lat","kx"/))
filevardef(fout, "uub_ryn", "float", (/"slice","lat","kx"/))
filevardef(fout, "vvsClim_yn", "float", (/"lat","kx"/))
filevardef(fout, "vvsEN_yn", "float", (/"lat","kx"/))
filevardef(fout, "vvs_ryn", "float", (/"slice","lat","kx"/))
filevardef(fout, "uusClim_yn", "float", (/"lat","kx"/))
filevardef(fout, "uusEN_yn", "float", (/"lat","kx"/))
filevardef(fout, "uus_ryn", "float", (/"slice","lat","kx"/))
filevardef(fout, "uvClim_ywn", "float", (/"lat","freq","kx"/))
filevardef(fout, "uvEN_ywn", "float", (/"lat","freq","kx"/))
filevardef(fout, "vvClim_ywn", "float", (/"lat","freq","kx"/))
filevardef(fout, "vvEN_ywn", "float", (/"lat","freq","kx"/))
filevardef(fout, "uuClim_ywn", "float", (/"lat","freq","kx"/))
filevardef(fout, "uuEN_ywn", "float", (/"lat","freq","kx"/))
filevardef(fout, "vtClim_ywn", "float", (/"lat","freq","kx"/))
filevardef(fout, "vtEN_ywn", "float", (/"lat","freq","kx"/))
filevardef(fout, "ttClim_ywn", "float", (/"lat","freq","kx"/))
filevardef(fout, "ttEN_ywn", "float", (/"lat","freq","kx"/))
; system("echo finish def var1")
; filevarattdef(fout,"phasespeed", phasespeed)
filevarattdef(fout,"lat", lat)
filevarattdef(fout,"u_y", u_y)
filevarattdef(fout,"uEN_y", uEN_y)
filevarattdef(fout,"uvClim_yc", uvClim_yc)
filevarattdef(fout,"uvEN_yc", uvEN_yc)
filevarattdef(fout,"uv_ryc", uv_ryc)
filevarattdef(fout,"vvClim_yn", vvClim_yn)
filevarattdef(fout,"vvEN_yn", vvEN_yn)
filevarattdef(fout,"vv_ryn", vv_ryn)
filevarattdef(fout,"uvClim_yn", uvClim_yn)
filevarattdef(fout,"uvEN_yn", uvEN_yn)
filevarattdef(fout,"uv_ryn", uv_ryn)
filevarattdef(fout,"uuClim_yn", uuClim_yn)
filevarattdef(fout,"uuEN_yn", uuEN_yn)
filevarattdef(fout,"uu_ryn", uu_ryn)
filevarattdef(fout,"vtClim_yn", vtClim_yn)
filevarattdef(fout,"vtEN_yn", vtEN_yn)
filevarattdef(fout,"vt_ryn", vt_ryn)
filevarattdef(fout,"ttClim_yn", ttClim_yn)
filevarattdef(fout,"ttEN_yn", ttEN_yn)
filevarattdef(fout,"tt_ryn", tt_ryn)
filevarattdef(fout,"vvbClim_yn", vvbClim_yn)
filevarattdef(fout,"vvbEN_yn", vvbEN_yn)
filevarattdef(fout,"vvb_ryn", vvb_ryn)
filevarattdef(fout,"uubClim_yn", uubClim_yn)
filevarattdef(fout,"uubEN_yn", uubEN_yn)
filevarattdef(fout,"uub_ryn", uub_ryn)
filevarattdef(fout,"vvsClim_yn", vvsClim_yn)
filevarattdef(fout,"vvsEN_yn", vvsEN_yn)
filevarattdef(fout,"vvs_ryn", vvs_ryn)
filevarattdef(fout,"uusClim_yn", uusClim_yn)
filevarattdef(fout,"uusEN_yn", uusEN_yn)
filevarattdef(fout,"uus_ryn", uus_ryn)
filevarattdef(fout,"uvClim_ywn", uvClim_ywn)
filevarattdef(fout,"uvEN_ywn", uvEN_ywn)
filevarattdef(fout,"vvClim_ywn", vvClim_ywn)
filevarattdef(fout,"vvEN_ywn", vvEN_ywn)
filevarattdef(fout,"uuClim_ywn", uuClim_ywn)
filevarattdef(fout,"uuEN_ywn", uuEN_ywn)
filevarattdef(fout,"vtClim_ywn", vtClim_ywn)
filevarattdef(fout,"vtEN_ywn", vtEN_ywn)
filevarattdef(fout,"ttClim_ywn", ttClim_ywn)
filevarattdef(fout,"ttEN_ywn", ttEN_ywn)
setfileoption(fout, "DefineMode", False)
system("echo `date` finish def all")
wallClockElapseTime(wcStrt, "define nc",0)
; wcStrt = systemfunc("date")
fout->phasespeed = (/phasespeed/)
fout->lat = (/lat/)
fout->u_y = (/u_y/)
fout->uEN_y = (/uEN_y/)
fout->uvClim_yc = (/uvClim_yc/)
fout->uvEN_yc = (/uvEN_yc/)
fout->uv_ryc = (/uv_ryc/)
fout->vvClim_yn = (/vvClim_yn/)
fout->vvEN_yn = (/vvEN_yn/)
fout->vv_ryn = (/vv_ryn/)
fout->uvClim_yn = (/uvClim_yn/)
fout->uvEN_yn = (/uvEN_yn/)
fout->uv_ryn = (/uv_ryn/)
fout->uuClim_yn = (/uuClim_yn/)
fout->uuEN_yn = (/uuEN_yn/)
fout->uu_ryn = (/uu_ryn/)
fout->vtClim_yn = (/vtClim_yn/)
fout->vtEN_yn = (/vtEN_yn/)
fout->vt_ryn = (/vt_ryn/)
fout->ttClim_yn = (/ttClim_yn/)
fout->ttEN_yn = (/ttEN_yn/)
fout->tt_ryn = (/tt_ryn/)
fout->vvbClim_yn = (/vvbClim_yn/)
fout->vvbEN_yn = (/vvbEN_yn/)
fout->vvb_ryn = (/vvb_ryn/)
fout->uubClim_yn = (/uubClim_yn/)
fout->uubEN_yn = (/uubEN_yn/)
fout->uub_ryn = (/uub_ryn/)
fout->vvsClim_yn = (/vvsClim_yn/)
fout->vvsEN_yn = (/vvsEN_yn/)
fout->vvs_ryn = (/vvs_ryn/)
fout->uusClim_yn = (/uusClim_yn/)
fout->uusEN_yn = (/uusEN_yn/)
fout->uus_ryn = (/uus_ryn/)
fout->uvClim_ywn = (/uvClim_ywn/)
fout->uvEN_ywn = (/uvEN_ywn/)
fout->vvClim_ywn = (/vvClim_ywn/)
fout->vvEN_ywn = (/vvEN_ywn/)
fout->uuClim_ywn = (/uuClim_ywn/)
fout->uuEN_ywn = (/uuEN_ywn/)
fout->vtClim_ywn = (/vtClim_ywn/)
fout->vtEN_ywn = (/vtEN_ywn/)
fout->ttClim_ywn = (/ttClim_ywn/)
fout->ttEN_ywn = (/ttEN_ywn/)
delete(fout) ;close the file
wallClockElapseTime(wcStrt, "write nc",0)
else ;(.not. fileexists(fn_collect))
fdata = addfile(fn_collect,"r")
; caseid = fdata@caseid
dt = fdata@dt
; Ly = fdata@Ly
Lx = fdata@Lx
ds = fdata@ds
irEN = fdata@irEN
irClim = fdata@irClim
phasespeed = fdata->phasespeed
lat = fdata->lat
u_y = fdata->u_y
uEN_y = fdata->uEN_y
uvClim_yc = fdata->uvClim_yc
uvEN_yc = fdata->uvEN_yc
; uv_ryc = fdata->uv_ryc ;TODO speed concern
vvClim_yn = fdata->vvClim_yn
vvEN_yn = fdata->vvEN_yn
vv_ryn = fdata->vv_ryn
uvClim_yn = fdata->uvClim_yn
uvEN_yn = fdata->uvEN_yn
uv_ryn = fdata->uv_ryn
uuClim_yn = fdata->uuClim_yn
uuEN_yn = fdata->uuEN_yn
uu_ryn = fdata->uu_ryn
vtClim_yn = fdata->vtClim_yn
vtEN_yn = fdata->vtEN_yn
vt_ryn = fdata->vt_ryn
ttClim_yn = fdata->ttClim_yn
ttEN_yn = fdata->ttEN_yn
tt_ryn = fdata->tt_ryn
vvbClim_yn = fdata->vvbClim_yn
vvbEN_yn = fdata->vvbEN_yn
vvb_ryn = fdata->vvb_ryn
uubClim_yn = fdata->uubClim_yn
uubEN_yn = fdata->uubEN_yn
uub_ryn = fdata->uub_ryn
vvsClim_yn = fdata->vvsClim_yn
vvsEN_yn = fdata->vvsEN_yn
vvs_ryn = fdata->vvs_ryn
uusClim_yn = fdata->uusClim_yn
uusEN_yn = fdata->uusEN_yn
uus_ryn = fdata->uus_ryn
uvClim_ywn = fdata->uvClim_ywn
uvEN_ywn = fdata->uvEN_ywn
vvClim_ywn = fdata->vvClim_ywn
vvEN_ywn = fdata->vvEN_ywn
uuClim_ywn = fdata->uuClim_ywn
uuEN_ywn = fdata->uuEN_ywn
vtClim_ywn = fdata->vtClim_ywn
vtEN_ywn = fdata->vtEN_ywn
ttClim_ywn = fdata->ttClim_ywn
ttEN_ywn = fdata->ttEN_ywn
delete(fdata)
wallClockElapseTime(wcStrt, "reload nc",0)
end if ;(.not. fileexists(fn_collect))
; Lx = 2*get_pi("f")*6371 *1000
; Lx = 32.e6
Lx := tofloat(Lx)
fn_lininst = "ensemble-wise/lininst_"+cidCtrl+".nc"
; if (.not. fileexists(fn_lininst)) then
; system("export CASENAME="+cidCtrl+"; module load matlab; \matlab -softwareopengl -nosplash -nojvm -nodisplay -singleCompThread -r 'lininst_pchan;exit'")
; end if
fdata = addfile(fn_lininst,"r")
rGrowthClim_yn = fdata->rGrowth_yn
iGrowthClim_yn = fdata->iGrowth_yn
delete(fdata)
fn_lininst = "ensemble-wise/lininst_"+caseid+".nc"
fdata = addfile(fn_lininst,"r")
rGrowthEN_yn = fdata->rGrowth_yn
iGrowthEN_yn = fdata->iGrowth_yn
delete(fdata)
;TODO uvClim_yc(:,{-0.5:0.5}) = uvClim_yc@_FillValue
;TODO uvEN_yc(:,{-0.5:0.5}) = uvEN_yc@_FillValue
cos2y_yc = conform(uvClim_yc, cos(lat*get_d2r("f"))^2, 0)
uvyClim_yc = -1/cos2y_yc*center_finite_diff_n(uvClim_yc*cos2y_yc,lat*get_d2r("f")*6.371e6,False,0,0)*86400 ; Eq.9 in Kidston2011
; uvyClim_yc = wgt_runave_n(uvyClim_yc,(/1./3,1./3,1./3/), 1,1)
uvyEN_yc = -1/cos2y_yc*center_finite_diff_n(uvEN_yc*cos2y_yc,lat*get_d2r("f")*6.371e6,False,0,0)*86400
; uvyEN_yc = wgt_runave_n(uvyEN_yc,(/1./3,1./3,1./3/), 1,1)
; uvyEN_yc = smth9(uvyEN_yc,0.5,0.25,False)
; uvyEN_yc = smth9(uvyEN_yc,0.5,0.25,False)
; uvyEN_yc = smth9(uvyEN_yc,0.5,0.25,False)
if isvar("uv_ryc") then
uvy_ryc = -1/conform(uv_ryc,cos2y_yc,(/1,2/))*center_finite_diff_n(uv_ryc*conform(uv_ryc,cos2y_yc,(/1,2/)),lat*get_d2r("f")*6.371e6,False,0,1)*86400
; uvy_ryc = smth9(uvy_ryc,0.5,0.25,False)
; uvy_ryc = smth9(uvy_ryc,0.5,0.25,False)
; uvy_ryc = smth9(uvy_ryc,0.5,0.25,False)
uvyCI_yc = sqrt( (dim_variance_n(uvy_ryc(irClim,:,:),0)*(dimsizes(irClim)-1) + dim_variance_n(uvy_ryc(irEN,:,:),0)*(dimsizes(irEN)-1))/(dimsizes(irClim)+dimsizes(irEN)-2) )*sqrt(1./dimsizes(irClim)+1./dimsizes(irEN)) *cdft_t(0.975,dimsizes(irClim)+dimsizes(irEN)-2)
end if
uvEN_yc2 = uvClim_yc+uvEN_yc
uvEN_yc2 = linint1_n(conform(uvClim_yc,phasespeed,1)-conform(uvClim_yc,uEN_y-u_y,0), uvEN_yc2,False,phasespeed,0,1) -uvClim_yc
uvyEN_yc2 = -1/cos2y_yc*center_finite_diff_n((uvClim_yc+uvEN_yc)*cos2y_yc,lat*get_d2r("f")*6.371e6,False,0,0)*86400
uvyEN_yc2 = linint1_n(conform(uvyClim_yc,phasespeed,1)-conform(uvyClim_yc,uEN_y-u_y,0), uvyEN_yc2,False,phasespeed,0,1) -uvyClim_yc
; uvyEN_yc2 = smth9(uvyEN_yc2,0.5,0.25,False)
; uvyEN_yc2 = smth9(uvyEN_yc2,0.5,0.25,False)
; uvyEN_yc2 = smth9(uvyEN_yc2,0.5,0.25,False)
; wallClockElapseTime(wcStrt, "collect wave speed",0)
copy_VarCoords(uvClim_yc,uvyClim_yc)
; uvyClim_yc@long_name = "Cospectra of eddy momentum flux convergence at "+pp+" hPa (day~S~-1~N~)"
; uvyClim_yc@long_name = "Cospectra of eddy momentum flux convergence at "+pp+" hPa (s~S~-1~N~)"
; uvyClim_yc@long_name = "~F18~-s~FB~y~N~u'v' at "+pp+" hPa (m s~S~-1~N~day~S~-1~N~ per m s~S~-1~N~ bin)"
copy_VarCoords(uvyClim_yc,uvyEN_yc)
uvyEN_yc@long_name = "~F18~-s~FB~y~N~u'v' at "+pp+" hPa (m s~S~-1~N~day~S~-1~N~ per m s~S~-1~N~ bin)"
; uvyEN_yc(:,{-0.5:0.5}) = uvyEN_yc@_FillValue
if isvar("uv_ryc") then
copy_VarCoords(uvyClim_yc,uvyCI_yc)
; uvyCI_yc(:,{-0.5:0.5}) = uvyCI_yc@_FillValue
uvyCI_yc = mask(uvyCI_yc,uvyCI_yc.ne.0,True)
uvyt_yc = uvyEN_yc/uvyCI_yc
copy_VarCoords(uvyClim_yc,uvyt_yc)
uvyt_yc@long_name = "t/t~B~0.975~N~ for change in ~F18~-s~FB~y~N~u'v' at "+pp+" hPa"
end if
copy_VarCoords(uvClim_yc,uvEN_yc2)
copy_VarCoords(uvyClim_yc,uvyEN_yc2)
/;
wavelength = 500*(0.5+ispan(0,39,1))
vvClim_yl = new((/ds(2),dimsizes(wavelength)/),float)
vvClim_yl = 0.
vvEN_yl = vvClim_yl
; vv_ryc = conform_dims((/ds(0),ds(2),dimsizes(wavelength)/),vvClim_yl,(/1,2/))
jl_yn = round(-0.5+ (2*get_pi("f")*6371*conform(vvClim_yn(:,1:),cos(lat*get_d2r("f")),0)/conform(vvClim_yn(:,1:),ispan(1,ds(3)/2,1),1))/500., 3)
do jl = 0,dimsizes(wavelength)-1
vvClim_yl(:,jl) = vvClim_yl(:,jl) + dim_sum_n( where(jl_yn.eq.jl,vvClim_yn(:,1:),0), 1)
vvEN_yl(:,jl) = vvEN_yl(:,jl) + dim_sum_n( where(jl_yn.eq.jl,vvEN_yn(:,1:),0), 1)
end do
vvClim_yl = vvClim_yl/500
vvEN_yl = vvEN_yl/500
; do jw = 1,ds(1)-1
; do in = 1,ds(3)/2
; Unit is correct as long as bin size is 1m/s
; mc = round(-wavelength(0)+ ( -ds(1)/2.+mod(ds(1)/2.+jw,ds(1)) )*2*get_pi("f")/ds(1)/86400 /in*6.371e6, 3)
; mc = round(-wavelength(0)+ ( -ds(1)/2.+mod(ds(1)/2.+jw,ds(1)) )*2*get_pi("f")/ds(1)/21600 /in*6.371e6, 3)
; if (mc.ge.0.and.mc.lt.dimsizes(wavelength)) then
; vvClim_yl(:,mc) = vvClim_yl(:,mc)+ vvClim_ywn(:,jw,in)
; vvEN_yl(:,mc) = vvEN_yl(:,mc)+ vvEN_ywn(:,jw,in)
; vv_ryc(:,:,mc) = vv_ryc(:,:,mc)+ vv_rywn(:,:,jw,in)
; end if
; end do
; end do
; delete([/vv_rywn/])
copy_VarCoords(u_y,vvClim_yl(:,0))
vvClim_yl!1 = "wavelength"
vvClim_yl&wavelength = wavelength
vvClim_yl@long_name = "v'v' at "+pp+" hPa (m~S~2~N~ s~S~-2~N~ per 1 km bin)"
; vvClim_yl@units = "day~S~-1" ;"m s~S~-1~N~ day~S~-1"
copy_VarCoords(vvClim_yl,vvEN_yl)
vvClim_yl = wgt_runave_n(vvClim_yl,(/1./3,1./3,1./3/), 1,1)
vvEN_yl = wgt_runave_n(vvEN_yl,(/1./3,1./3,1./3/), 1,1)
;/
vvClim_yn1 = vvClim_yn(:,1:)
vvClim_yn1 = vvClim_yn1 *conform(vvClim_yn1,ispan(1,ds(3)/2,1),1)^2 /2./get_pi("f")/6371/conform(vvClim_yn1,cos(lat*get_d2r("f")),0)
vvEN_yn1 = vvEN_yn(:,1:) *conform(vvClim_yn1,ispan(1,ds(3)/2,1),1)^2 /2./get_pi("f")/6371/conform(vvClim_yn1,cos(lat*get_d2r("f")),0)
; vvClim_yn1@long_name = "v'v' at "+pp+" hPa (m~S~2~N~ s~S~-2~N~ per 1 km bin)"
copy_VarCoords(vvClim_yn1,vvEN_yn1)
vvEN_yn1@long_name = "v'v' at "+pp+" hPa (m~S~2~N~ s~S~-2~N~ per 1 km bin)"
if isvar("vv_ryn") then
vvCI_yn = sqrt( (dim_variance_n(vv_ryn(irClim,:,:),0)*(dimsizes(irClim)-1) + dim_variance_n(vv_ryn(irEN,:,:),0)*(dimsizes(irEN)-1))/(dimsizes(irClim)+dimsizes(irEN)-2) )*sqrt(1./dimsizes(irClim)+1./dimsizes(irEN)) *cdft_t(0.975,dimsizes(irClim)+dimsizes(irEN)-2)
vvCI_yn = mask(vvCI_yn,vvCI_yn.ne.0,True)
vvt_yn = vvEN_yn / vvCI_yn
copy_VarCoords(vvClim_yn,vvt_yn)
vvt_yn@long_name = "t/t~B~0.975~N~ for change in v'v' at "+pp+" hPa"
end if
vvnClim_y = dim_sum_n(vvClim_yn(:,1:)*conform(vvClim_yn1,ispan(1,ds(3)/2,1),1),1)/dim_sum_n(vvClim_yn(:,1:),1)
vvnEN_y = dim_sum_n((vvClim_yn(:,1:)+vvEN_yn(:,1:))*conform(vvClim_yn1,ispan(1,ds(3)/2,1),1),1)/dim_sum_n(vvClim_yn(:,1:)+vvEN_yn(:,1:),1)
vvn_ry = dim_sum_n(vv_ryn(:,:,1:)*conform(vv_ryn(:,:,1:),ispan(1,ds(3)/2,1) ,2),2)/dim_sum_n(vv_ryn(:,:,1:),2)
vvnCI_y = sqrt( (dim_variance_n(vvn_ry(irClim,:),0)*(dimsizes(irClim)-1) + dim_variance_n(vvn_ry(irEN,:),0)*(dimsizes(irEN)-1))/(dimsizes(irClim)+dimsizes(irEN)-2) )*sqrt(1./dimsizes(irClim)+1./dimsizes(irEN)) *cdft_t(0.975,dimsizes(irClim)+dimsizes(irEN)-2)
; vvnCI_y = mask(vvnCI_y,vvnCI_y.ne.0,True)
vvnt_y = (vvnEN_y-vvnClim_y) / vvnCI_y
vvlClim_y = cos(lat*get_d2r("f"))*dim_sum_n(vvClim_yn(:,1:)*conform(vvClim_yn1,2*get_pi("f")*6371/ispan(1,ds(3)/2,1),1),1)/dim_sum_n(vvClim_yn(:,1:),1)
vvlEN_y = cos(lat*get_d2r("f"))*dim_sum_n((vvClim_yn(:,1:)+vvEN_yn(:,1:))*conform(vvClim_yn1,2*get_pi("f")*6371/ispan(1,ds(3)/2,1),1),1)/dim_sum_n(vvClim_yn(:,1:)+vvEN_yn(:,1:),1)
vvl_ry = dim_sum_n(vv_ryn(:,:,1:)*conform(vv_ryn(:,:,1:),2*get_pi("f")*6371/ispan(1,ds(3)/2,1) ,2),2)/dim_sum_n(vv_ryn(:,:,1:),2)
vvl_ry = vvl_ry*conform(vvl_ry,cos(lat*get_d2r("f")),1)
vvlCI_y = sqrt( (dim_variance_n(vvl_ry(irClim,:),0)*(dimsizes(irClim)-1) + dim_variance_n(vvl_ry(irEN,:),0)*(dimsizes(irEN)-1))/(dimsizes(irClim)+dimsizes(irEN)-2) )*sqrt(1./dimsizes(irClim)+1./dimsizes(irEN)) *cdft_t(0.975,dimsizes(irClim)+dimsizes(irEN)-2)
; vvlCI_y = mask(vvlCI_y,vvlCI_y.ne.0,True)
vvlt_y = (vvlEN_y-vvlClim_y) / vvlCI_y
; vvlClim_y = 2*get_pi("f")*6371*cos(lat*get_d2r("f")) *dim_sum_n(vvClim_yn(:,1:),1)/dim_sum_n(vvClim_yn(:,1:)*conform(vvClim_yn1,ispan(1,ds(3)/2,1),1),1)
; vvlEN_y = 2*get_pi("f")*6371*cos(lat*get_d2r("f")) *dim_sum_n(vvClim_yn(:,1:)+vvEN_yn(:,1:),1)/dim_sum_n((vvClim_yn(:,1:)+vvEN_yn(:,1:))*conform(vvClim_yn1,ispan(1,ds(3)/2,1),1),1)
; res@sfXArray = conform(transpose(vvClim_yn1),lat,1)
; res@sfYArray = 2*get_pi("f")*6371*cos(res@sfXArray*get_d2r("f"))/conform(transpose(vvClim_yn1),ispan(1,ds(3)/2,1),0)
uunClim_y = dim_sum_n(uuClim_yn(:,1:)*conform(vvClim_yn1,ispan(1,ds(3)/2,1),1),1)/dim_sum_n(uuClim_yn(:,1:),1)
uunEN_y = dim_sum_n((uuClim_yn(:,1:)+uuEN_yn(:,1:))*conform(vvClim_yn1,ispan(1,ds(3)/2,1),1),1)/dim_sum_n(uuClim_yn(:,1:)+uuEN_yn(:,1:),1)
; Ellipse
; Ellipse is always well defined. Angle is only defined when a metric is defined
; Multivariate Gaussian - [u v]'*inv(cov)*[u v] = const
; Eigenvector (of cov or inv(cov)) is major axes
; let tan = v/u = (lambda - uu)/uv; lambda = uv*tan+uu
; (uv*tan+uu)^2 -(uu+vv)*(uv*tan+uu) +uu*vv -uv^2 =0
; tan^2 +(uu-vv)/uv*tan -1 =0
; tan2 = 2t/(1-t^2) = 2*uv/(uu-vv)
angClim_yn = atan2(2*uvClim_yn, uuClim_yn-vvClim_yn)/2/get_d2r("f")
angEN_yn = -90.+mod(270.+atan2(2*(uvClim_yn+uvEN_yn), uuClim_yn+uuEN_yn-vvClim_yn-vvEN_yn)/2/get_d2r("f") -angClim_yn, 180.)
copy_VarCoords(u_y,angClim_yn(:,0))
angClim_yn@long_name = "Angle from x-axis to major axis at "+pp+" hPa (deg)"
copy_VarCoords(angClim_yn,angEN_yn)
angEN_yn@long_name = "Angle from x-axis to major axis at "+pp+" hPa (deg)"
ekeClim_yn = uuClim_yn+vvClim_yn
; ekeClim_yn = mask(ekeClim_yn,ekeClim_yn.ne.0,True)
ekeEN_yn = uuEN_yn+vvEN_yn
copy_VarCoords(u_y,ekeClim_yn(:,0))
copy_VarCoords(ekeClim_yn,ekeEN_yn)
ekeEN_yn@long_name = "u'u'+v'v' at "+pp+" hPa (m~S~2~N~ s~S~-2~N~)"
ekenClim_y = dim_sum_n(ekeClim_yn(:,1:)*conform(vvClim_yn1,ispan(1,ds(3)/2,1),1),1)/dim_sum_n(ekeClim_yn(:,1:),1)
ekenEN_y = dim_sum_n((ekeClim_yn(:,1:)+ekeEN_yn(:,1:))*conform(vvClim_yn1,ispan(1,ds(3)/2,1),1),1)/dim_sum_n(ekeClim_yn(:,1:)+ekeEN_yn(:,1:),1)
nn = 8
yy = minind(uvEN_yn(:,nn)) ; 27, -38.2
yy = 27
print("k="+nn+", uvEN_yn most neg: "+yy+" "+lat(yy))
print("k="+nn+",lat="+lat(yy)+", uvEN_ywn most neg: "+minind(uvEN_ywn(yy,:,nn))) ; 25
print(rGrowthClim_yn&kx(maxind(rGrowthClim_yn(yy,:)))+" "+86400*max(rGrowthClim_yn(yy,:)))
print(rGrowthClim_yn&kx(maxind(rGrowthClim_yn(yy,0:5)))+" "+86400*max(rGrowthClim_yn(yy,0:5)))
print(-86400*(iGrowthEN_yn(yy,:)-iGrowthClim_yn(yy,:))/2/get_pi("f")+" "+86400*(rGrowthEN_yn(yy,:)-rGrowthClim_yn(yy,:))+" "+86400*rGrowthClim_yn(yy,:))
e1Clim_yn = uvClim_yn/mask(ekeClim_yn,ekeClim_yn.ne.0,True)
e1EN_yn = (uvClim_yn+uvEN_yn)/mask(ekeClim_yn+ekeEN_yn,ekeClim_yn.ne.0,True) -e1Clim_yn
uv0EN_yn = e1Clim_yn*ekeEN_yn
uv1EN_yn = e1EN_yn*ekeClim_yn
; e1EN_yn = log((uvClim_yn+uvEN_yn)/mask(ekeClim_yn+ekeEN_yn,ekeClim_yn.ne.0,True) /e1Clim_yn)
; replace_ieeenan(e1EN_yn,e1EN_yn@_FillValue,0)
copy_VarCoords(u_y,e1Clim_yn(:,0))
copy_VarCoords(e1Clim_yn,e1EN_yn)
copy_VarCoords(e1Clim_yn,uv0EN_yn)
copy_VarCoords(e1Clim_yn,uv1EN_yn)
e1EN_yn@long_name = "u'v'/(u'u'+v'v')"
uv0EN_yn@long_name = "~F5~D~F~ u'v' due to ~F5~D~F~ (u'u'+v'v') (m~S~2~N~ s~S~-2~N~)"
uv1EN_yn@long_name = "~F5~D~F~ u'v' due to ~F5~D~F~ u'v'/(u'u'+v'v') (m~S~2~N~ s~S~-2~N~)"
e2Clim_yn = uvClim_yn/mask(sqrt(uuClim_yn*vvClim_yn),vvClim_yn.ne.0,True)
e2EN_yn = (uvClim_yn+uvEN_yn)/mask(sqrt((uuClim_yn+uuEN_yn)*(vvClim_yn+vvEN_yn)),vvClim_yn.ne.0,True) -e2Clim_yn
uv2EN_yn = e2EN_yn*sqrt(uuClim_yn*vvClim_yn)
copy_VarCoords(u_y,e2Clim_yn(:,0))
copy_VarCoords(e2Clim_yn,e2EN_yn)
copy_VarCoords(e2Clim_yn,uv2EN_yn)
e2EN_yn@long_name = "u'v'/sqrt(u'u'*v'v')"
uv2EN_yn@long_name = "~F5~D~F~ u'v' due to ~F5~D~F~ u'v'/sqrt(u'u'*v'v') (m~S~2~N~ s~S~-2~N~)"
; e2Clim_ywn = uvClim_ywn/mask(sqrt(uuClim_ywn*vvClim_ywn),vvClim_ywn.ne.0,True)
; e2EN_ywn = (uvClim_ywn+uvEN_ywn)/mask(sqrt((uuClim_ywn+uuEN_ywn)*(vvClim_ywn+vvEN_ywn)),vvClim_ywn.ne.0,True) -e2Clim_ywn
; uv2EN_ywn = e2EN_ywn*sqrt(uuClim_ywn*vvClim_ywn)
vvClim_ywn(:,0,0) = 0.
vvEN_ywn(:,0,0) = 0.
uuClim_ywn(:,0,0) = 0.
uuEN_ywn(:,0,0) = 0.
uvClim_ywn(:,0,0) = 0.
uvEN_ywn(:,0,0) = 0.
ttClim_ywn(:,0,0) = 0.
ttEN_ywn(:,0,0) = 0.
vtClim_ywn(:,0,0) = 0.
vtEN_ywn(:,0,0) = 0.
et2Clim_yn = vtClim_yn/mask(sqrt(ttClim_yn*vvClim_yn),vvClim_yn.ne.0,True)
et2EN_yn = (vtClim_yn+vtEN_yn)/mask(sqrt((ttClim_yn+ttEN_yn)*(vvClim_yn+vvEN_yn)),vvClim_yn.ne.0,True) -et2Clim_yn
vt3EN_yn = et2Clim_yn*(sqrt((ttClim_yn+ttEN_yn)*(vvClim_yn+vvEN_yn))-sqrt(ttClim_yn*vvClim_yn))
vt2EN_yn = et2EN_yn*sqrt(ttClim_yn*vvClim_yn)
copy_VarCoords(u_y,et2Clim_yn(:,0))
copy_VarCoords(et2Clim_yn,et2EN_yn)
copy_VarCoords(et2Clim_yn,vt3EN_yn)
copy_VarCoords(et2Clim_yn,vt2EN_yn)
et2EN_yn@long_name = "v'T'/sqrt(v'v'*T'T')"
vt3EN_yn@long_name = "~F5~D~F~ v'T' due to ~F5~D~F~ sqrt(v'v'*T'T') (K m s~S~-1~N~)"
vt2EN_yn@long_name = "~F5~D~F~ v'T' due to ~F5~D~F~ v'T'/sqrt(v'v'*T'T') (K m s~S~-1~N~)"
type = "pdf"
; type@wkOrientation = "portrait"
; type@wkPaperWidthF = 11.2
; type@wkPaperHeightF = 6.3
wks = gsn_open_wks(type,"ensemble-wise/"+get_script_prefix_name+"."+caseid+"."+pp) ; TODO
gsn_define_colormap(wks,"BlWhRe") ;"BlueWhiteOrangeRed"
; Set some basic resources
res = True
res@cnFillOn = True
res@cnLinesOn = False
; res@cnFillMode = "CellFill"
; res@cnLevelSelectionMode = "ManualLevels"
; res@cnMinLevelValF = -0.08
; res@cnMaxLevelValF = 0.1
; res@cnLevelSpacingF = 0.02
; res@cnGridBoundFillColor = "grey50"
; res@cnMissingValFillColor= "grey50"
res@lbOrientation = "Vertical"
; res@lbLabelPosition = "Left"
; res@pmLabelBarOrthogonalPosF = -1.5
res@pmLabelBarWidthF = 0.35
res@lbBoxSeparatorLinesOn = False
res@lbLabelFontHeightF = 0.04
res@gsnAddCyclic = False
; res@tmXBMode = "Explicit" ; explicit labels
; res@tmYLMode = "Manual"
; res@tmYLMaxTicks = 4
; res@tmYLTickStartF = -100.
; res@tmYLTickEndF = -0.
; res@tmYLTickSpacingF = 20.
; res@mpGridLatSpacingF = 20.
; res@tmXBValues = ispan(0,192,48) ; location of labels
; res@tmXBLabels = lbl ; labels themselves
;res@tmXBLabelStride = 24
; res@tmLabelAutoStride = True ; nice stride on labels
; res@tmXBFormat = "0@!;*^se"
res@tmXBLabelFontHeightF = 0.05
res@tmXBLabelDeltaF = -0.5
res@tmYLLabelFontHeightF = 0.05
res@tmYLLabelDeltaF = -0.5
; res@xyMonoDashPattern = True
;res@xyDashPatterns = 1
; res@xyMarkLineMode = "Marklines"
; res@xyLineColors = (/"Blue","Black"/)
;res@gsnXRefLine = 0.5
;res@gsnXRefLineDashPattern = 1
; res@tiXAxisString = "u~H-16V23~_~V-23~/cos~F33~q~F~ and angular phase speed (m s~S~-1~N~)"
; res@tiMainFontHeightF = 0.04
res@tiXAxisFontHeightF= 0.05
res@tiYAxisFontHeightF= 0.05
res@tiDeltaF = 0.
res@vpWidthF = 0.82
res@vpHeightF = 0.62
res@gsnDraw = False
res@gsnFrame = False
;res@gsnShape = True
; res@gsnMaximize = True ; panel
; res@gsnPaperOrientation = "portrait"
res@gsnXAxisIrregular2Linear = True
res@gsnYAxisIrregular2Linear = True
; res@trYMaxF = 10*round(max(lat)/10,0)
;res@trYMinF = 0
/;
;res@pmLegendDisplayMode = "Always" ; turn on legend
;res@pmLegendZone = 1
;;res@pmLegendSide = "Right" ; Change location of
;res@pmLegendParallelPosF = 0.98 ; move
;;res@pmLegendOrthogonalPosF = -0.2 ; move
;res@lgJustification = "BottomRight"
;res@pmLegendWidthF = 0.12 ; Change width and
;res@pmLegendHeightF = 0.1 ; height of legend.
;;res@lgPerimOn = False ; turn off box around
;;res@lgLabelFontHeightF = .02 ; label font height
;res@xyExplicitLegendLabels = (/"0.1a","a"/) ; create explicit labels
;/
ores = True
; ores@cnFillOn = True
; ores@cnFillMode = "CellFill"
; ores@cnLinesOn = False
ores@cnLineLabelsOn = False
; ores@cnInfoLabelOn = False
ores@cnInfoLabelFontHeightF= 0.025
; ores@cnLevelSelectionMode = "AutomaticLevels" ;"ManualLevels" ;"ExplicitLevels" ;
; ores@cnMaxLevelCount = 9
; ores@cnMinLevelValF = -0.3
; ores@cnMaxLevelValF = 0.3
; ores@cnLevelSpacingF = 0.05
; ores@cnLevels = (/ 0.5 /)
ores@cnLineThicknessF = 4.
ores@cnMonoLineColor = False
ores@cnLinePalette = "BlueWhiteOrangeRed";"BlWhRe"
; ores@cnLineColors = (/"blue","blue","blue","green","red","red","red"/)
; ores@cnConstFEnableFill = True
; ores@cnConstFLabelOn = False
ores@gsnContourZeroLineThicknessF = 0.
ores@gsnDraw = False
ores@gsnFrame = False
; ores@cnLevelSelectionMode = "ManualLevels"
; ores@cnMinLevelValF = -0.08
; ores@cnMaxLevelValF = 0.1
; ores@cnLevelSpacingF = 0.02
ores@lbOrientation = "Vertical"
; ores@lbLabelPosition = "Left"
; ores@pmLabelBarOrthogonalPosF = -1.5
ores@gsnXAxisIrregular2Linear = True
ores@gsnYAxisIrregular2Linear = True
gsres = True
; gsres@tfPolyDrawOrder = "Draw"
resP = True
; resP@txString = "Time-step precip rate (mm/hr) at "+ times(it)
; resP@txPosYF = 0.98
resP@gsnMaximize = True
resP@gsnPaperOrientation = "portrait"
resP@gsnPaperMargin = 0.
resP@gsnBoxMargin = 0.
; resP@gsnPanelDebug = True
; resP@gsnPanelLabelBar = True
; resP@lbLabelFontHeightF = 0.012
; resP@gsnPanelFigureStrings = (/"El Nin~H-13V2F35~D~FV-2H3~o"/)
; resP@gsnPanelFigureStrings = (/"La Nin~H-13V2F35~D~FV-2H3~a"/)
; resP@gsnPanelFigureStrings = "2009/10" ;(/"2004/05"/) ;"82/83,97/98" ;
; resP@gsnPanelFigureStrings = (/"N increase"/)
resP@gsnPanelFigureStringsFontHeightF = 0.03
resP@amJust = "TopRight"
; resP@pmLabelBarOrthogonalPosF = -0.02 ; panel
resP@gsnPanelScalePlotIndex = 0 ; panel 24
; resP@gsnPanelYWhiteSpacePercent = 2 ; panel 6
; resP@gsnPanelBottom = 0.04 ; panel 7
; resP@gsnPanelTop = 0.935 ; panel 7
; resP@gsnPanelLeft = 0.10
; resP@gsnPanelRight = 0.8 ; panel 7
; resP@gsnFrame = False
plot = new(6, graphic)
dum = new(6, graphic)
; uv without d/dy
; res@tiXAxisString = "u~H-16V23~_~V-23~/cos~F33~q~F~ and angular phase speed (m s~S~-1~N~)"
res@trYReverse = True
res@tiYAxisString = "u~H-16V23~_~V-23~/cos~F33~q~F~, c/cos~F33~q~F~ (m s~S~-1~N~)"
; symMinMaxPlt(uvClim_yc,41,False,res)
symMinMaxPlt(uvEN_yc,41,False,res)
; plot(0) = gsn_csm_contour(wks,uvClim_yc,res)
; plot(0) = gsn_csm_contour(wks,uvEN_yc,res)
plot(0) = gsn_csm_contour(wks,transpose(uvEN_yc),res)
; symMinMaxPlt(uvEN_yc(1:ds(2)-2,1:dimsizes(phasespeed)-2),9,False,ores)
; symMinMaxPlt(uvEN_yc,7,False,ores)
symMinMaxPlt(uvClim_yc,21,False,ores)
ores@cnMonoLineColor = True
; ores@cnLinePalette = "BlWhRe"
ores@cnLineThicknessF = 4.
ores@gsnContourNegLineDashPattern = 2
; ores@cnLevelSelectionMode = "AutomaticLevels"
; ores@cnMaxLevelCount = 11
; ores@cnLevelSpacingF = 0.1
; delete_VarAtts(ores,(/"cnLevelSpacingF"/))
; ploto = gsn_csm_contour(wks,uvClim_yc,ores)
ploto = gsn_csm_contour(wks,transpose(uvClim_yc),ores)
overlay(plot(0),ploto)
; draw(plot(0))
; frame(wks)
gsres@gsLineThicknessF = 8.
; dum(0) = gsn_add_polyline(wks,plot(0),u_y,lat,gsres)
dum(0) = gsn_add_polyline(wks,plot(0),lat,u_y,gsres)
gsres@gsLineColor = "Green4"
gsres@gsLineDashPattern = 2
; dum(1) = gsn_add_polyline(wks,plot(0),uEN_y,lat,gsres)
dum(1) = gsn_add_polyline(wks,plot(0),lat,uEN_y,gsres)
gsn_panel(wks,plot(:0),(/1,1/),resP)
; d/dy uv
; if isvar("uv_ryc") then
; symMinMaxPlt(uvyEN_yc*where(abs(uvyt_yc).gt.1,1,0),7,False,res)
; else
symMinMaxPlt(uvyEN_yc(1:ds(2)-2,1:dimsizes(phasespeed)-2),21,False,res)
; end if
res@cnFillPalette = "BlWhRe";"BlueWhiteOrangeRed"
; plot(0) = gsn_csm_contour(wks,uvyEN_yc,res)
plot(0) = gsn_csm_contour(wks,transpose(uvyEN_yc),res)
symMinMaxPlt(uvyClim_yc,21,False,ores)
; ores@cnLinePalette = "BlWhRe"
; ores@cnLineThicknessF = 2.
ores@cnMonoLineColor = True
ores@gsnContourNegLineDashPattern = 2
; ores@cnLevelSelectionMode = "AutomaticLevels"
; ores@cnMaxLevelCount = 11
ores@cnLineThicknessF = 4.
; delete_VarAtts(ores,(/"cnLevelSpacingF"/))
; ploto = gsn_csm_contour(wks,uvyClim_yc,ores)
ploto = gsn_csm_contour(wks,transpose(uvyClim_yc),ores)
overlay(plot(0),ploto)
gsres@gsLineThicknessF = 8.
gsres@gsLineColor = "Black"
gsres@gsLineDashPattern = 0
; dum(0) = gsn_add_polyline(wks,plot(0),u_y,lat,gsres)
dum(0) = gsn_add_polyline(wks,plot(0),lat,u_y,gsres)
gsres@gsLineColor = "Green4"
gsres@gsLineDashPattern = 2
; dum(1) = gsn_add_polyline(wks,plot(0),uEN_y,lat,gsres)
dum(1) = gsn_add_polyline(wks,plot(0),lat,uEN_y,gsres)
gsn_panel(wks,plot(:0),(/1,1/),resP)
/;
; switch contour/shading?
symMinMaxPlt(uvyClim_yc,81,False,res)
plot(0) = gsn_csm_contour(wks,uvyClim_yc,res)
; if isvar("uv_ryc") then
; symMinMaxPlt(uvyEN_yc*where(abs(uvyt_yc).gt.1,1,0),7,False,ores)
; else
symMinMaxPlt(uvyEN_yc(1:ds(2)-2,1:dimsizes(phasespeed)-2),11,False,ores)
; end if
ores@cnLinePalette = "BlueWhiteOrangeRed";"BlWhRe"
; ores@cnLevelSpacingF = 0.04 ; TODO La Nina
ores@cnLineThicknessF = 4.
ploto = gsn_csm_contour(wks,uvyEN_yc,ores)
overlay(plot(0),ploto)
gsres@gsLineColor = "Black"
gsres@gsLineDashPattern = 0
dum(0) = gsn_add_polyline(wks,plot(0),u_y,lat,gsres)
gsres@gsLineColor = "Green4"
gsres@gsLineDashPattern = 2
dum(1) = gsn_add_polyline(wks,plot(0),uEN_y,lat,gsres)
; resP@gsnPanelFigureStrings = (/"N increase"/)
gsn_panel(wks,plot(:0),(/1,1/),resP)
;/
if isvar("uv_ryc") then
; symMinMaxPlt(uvyCI_yc,41,False,res)
; res@cnLevelSelectionMode = "AutomaticLevels"
res@cnLevelSelectionMode = "ManualLevels"
res@cnMinLevelValF = -1.5
res@cnMaxLevelValF = 1.5
res@cnLevelSpacingF = 0.5
plot(0) = gsn_csm_contour(wks,transpose(uvyt_yc),res)
gsres@gsLineColor = "Black"
gsres@gsLineDashPattern = 0
dum(0) = gsn_add_polyline(wks,plot(0),lat,u_y,gsres)
gsres@gsLineColor = "Green4"
gsres@gsLineDashPattern = 2
dum(1) = gsn_add_polyline(wks,plot(0),lat,uEN_y,gsres)
gsn_panel(wks,plot(:0),(/1,1/),resP)
end if
; res@tiXAxisString = "Relative angular phase speed (m s~S~-1~N~)"
; res@trXMaxF = 30.
; res@sfXArray = conform(uvClim_yc,phasespeed,1) - conform(uvClim_yc,u_y,0)
; res@sfYArray = conform(uvClim_yc,lat,0)
res@tiYAxisString = "(c-u~H-16V23~_~V-23~)/cos~F33~q~F~ (m s~S~-1~N~)";"La Nin~H-13V2F35~D~FV-2H3~a"
res@trYMaxF = 30.
res@sfYArray = transpose(conform(uvClim_yc,phasespeed,1) - conform(uvClim_yc,u_y,0))
res@sfXArray = transpose(conform(uvClim_yc,lat,0))
uvEN_yc2@long_name = "u'v' at "+pp+" hPa (m~S~2~N~ s~S~-2~N~ per m s~S~-1~N~ bin)"
symMinMaxPlt(uvEN_yc2,21,False,res)
res@gsnXAxisIrregular2Linear = False
res@gsnYAxisIrregular2Linear = False
res@trGridType = "TriangularMesh" ;"Curvilinear"
plot(0) = gsn_csm_contour(wks,transpose(uvEN_yc2),res)
symMinMaxPlt(uvClim_yc,21,False,ores)
; ores@cnLinePalette = "BlueWhiteOrangeRed";"BlWhRe"
; ores@cnLineThicknessF = 4.
ores@trGridType = res@trGridType
ores@sfXArray = res@sfXArray
ores@sfYArray = res@sfYArray
ploto = gsn_csm_contour(wks,transpose(uvClim_yc),ores)
overlay(plot(0),ploto)
gsn_panel(wks,plot(:0),(/1,1/),resP)
delete_VarAtts(ores,(/"trGridType","sfXArray","sfYArray"/))
; uvyClim_yc@long_name = "~F18~-s~FB~y~N~u'v' at "+pp+" hPa (m s~S~-1~N~day~S~-1~N~ per m s~S~-1~N~ bin)"
uvyEN_yc2@long_name = "~F18~-s~FB~y~N~u'v' at "+pp+" hPa (m s~S~-1~N~day~S~-1~N~ per m s~S~-1~N~ bin)"
; symMinMaxPlt(uvyClim_yc,81,False,res)
symMinMaxPlt(uvyEN_yc2,21,False,res)
res@gsnXAxisIrregular2Linear = False
res@gsnYAxisIrregular2Linear = False
res@trGridType = "TriangularMesh" ;"Curvilinear"
; plot(0) = gsn_csm_contour(wks,uvyClim_yc,res)
plot(0) = gsn_csm_contour(wks,transpose(uvyEN_yc2),res)
; symMinMaxPlt(uvyEN_yc2(1:ds(2)-2,1:dimsizes(phasespeed)-2),11,False,ores)
symMinMaxPlt(uvyClim_yc,21,False,ores)
; ores@cnLinePalette = "BlueWhiteOrangeRed";"BlWhRe"
; ores@cnLineThicknessF = 4.
ores@trGridType = res@trGridType
ores@sfXArray = res@sfXArray
ores@sfYArray = res@sfYArray
; ploto = gsn_csm_contour(wks,uvyEN_yc2,ores)
ploto = gsn_csm_contour(wks,transpose(uvyClim_yc),ores)
overlay(plot(0),ploto)
gsn_panel(wks,plot(:0),(/1,1/),resP)
delete_VarAtts(ores,(/"trGridType","sfXArray","sfYArray"/))
; uvyEN_yc2@long_name = "Change in ~F18~-s~FB~y~N~u'v' at "+pp+" hPa (m s~S~-1~N~day~S~-1~N~ per m s~S~-1~N~ bin)"
; symMinMaxPlt(uvyEN_yc2,21,False,res)
; plot(0) = gsn_csm_contour(wks,uvyEN_yc2,res)
; gsn_panel(wks,plot(:0),(/1,1/),resP)
delete_VarAtts(res,(/"trGridType","sfXArray","sfYArray"/))
; delete_VarAtts(res,(/"trXMaxF"/))
delete_VarAtts(res,(/"trYReverse"/))
/;
; AOFD 2019
vvEN_yl = mask(vvEN_yl,vvEN_yl.ne.0,True)
symMinMaxPlt(vvEN_yl,9,False,res)
res@cnFillPalette = "BlWhRe";"BlueWhiteOrangeRed"
res@trYMaxF = max(wavelength)
res@trYMinF = min(wavelength)
res@tiXAxisString = ""
res@tiYAxisString = "Wavelength (km)"
plot(0) = gsn_csm_contour(wks,transpose(vvEN_yl),res)
ores@cnMonoLineColor = True
ores@cnLevelSelectionMode = "AutomaticLevels"
ores@cnMaxLevelCount = 6
ores@cnLineThicknessF = 4.
delete_VarAtts(ores,(/"cnLevelSpacingF"/))
ploto = gsn_csm_contour(wks,transpose(vvClim_yl),ores)
overlay(plot(0),ploto)
gsn_panel(wks,plot(:0),(/1,1/),resP)
;/
/;
symMinMaxPlt(vvEN_yn1,51,False,res)
res@cnFillPalette = "BlWhRe";"BlueWhiteOrangeRed"
res@gsnXAxisIrregular2Linear = False
res@gsnYAxisIrregular2Linear = False
res@trYMaxF = 20000.
; res@trYMinF = 0.
res@trGridType = "TriangularMesh" ;"Curvilinear"
res@sfXArray = conform(transpose(vvClim_yn1),lat,1)
res@sfYArray = 2*get_pi("f")*6371*cos(res@sfXArray*get_d2r("f"))/conform(transpose(vvClim_yn1),ispan(1,ds(3)/2,1),0)
; res@sfYArray = 2*get_pi("f")*6371/ispan(1,ds(3)/2,1)
res@tiXAxisString = ""
res@tiYAxisString = "Wavelength (km)"
res@tmYLMaxTicks = 4
; res@tmYLTickSpacingF = 5000.
; res@tmXBMaxTicks = 4
; res@tmXBMinorOn = False
plot(0) = gsn_csm_contour(wks,transpose(vvEN_yn1),res)
ores@cnMonoLineColor = True
ores@cnLevelSelectionMode = "AutomaticLevels"
ores@cnMaxLevelCount = 9
ores@cnLineThicknessF = 4.
ores@trGridType = res@trGridType
ores@sfXArray = res@sfXArray
ores@sfYArray = res@sfYArray
delete_VarAtts(ores,(/"cnLevelSpacingF"/))
ploto = gsn_csm_contour(wks,transpose(vvClim_yn1),ores)
overlay(plot(0),ploto)
gsres@gsLineThicknessF = 8.
gsres@gsLineColor = "Black"
gsres@gsLineDashPattern = 0
; dum(0) = gsn_add_polyline(wks,plot(0),lat,vvlClim_y,gsres)
dum(0) = gsn_add_polyline(wks,plot(0),lat,2*get_pi("f")*6371*cos(lat*get_d2r("f"))/vvnClim_y,gsres)
gsres@gsLineColor = "Green4"
gsres@gsLineDashPattern = 2
; dum(1) = gsn_add_polyline(wks,plot(0),lat,vvlEN_y,gsres)
dum(1) = gsn_add_polyline(wks,plot(0),lat,2*get_pi("f")*6371*cos(lat*get_d2r("f"))/vvnEN_y,gsres)
gsn_panel(wks,plot(:0),(/1,1/),resP)
delete_VarAtts(res,(/"trGridType","sfXArray","sfYArray" ,"tmYLMaxTicks"/))
delete_VarAtts(ores,(/"trGridType","sfXArray","sfYArray"/))
res@gsnXAxisIrregular2Linear = True
res@gsnYAxisIrregular2Linear = True