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; ***********************************************
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; using gsn_table for all
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; output: line plot for each site (4 fields)
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; table for M_score
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; ***********************************************
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load "$NCARG_ROOT/lib/ncarg/nclscripts/csm/gsn_code.ncl.test"
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load "$NCARG_ROOT/lib/ncarg/nclscripts/csm/gsn_csm.ncl.test"
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load "$NCARG_ROOT/lib/ncarg/nclscripts/csm/contributed.ncl"
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;load "/fis/cgd/cseg/people/jeff/clamp/co2/metrics_table.ncl"
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;************************************************
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begin
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plot_type = "ps"
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plot_type_new = "png"
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;************************************************
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; read model data
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;************************************************
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model_name = "10cn"
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film = "i01.10cn_1948-2004_MONS_climo.nc"
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; model_name = "10casa"
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; film = "i01.10casa_1948-2004_MONS_climo.nc"
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system("sed s#model_name#"+model_name+"# table.html > table.html.new")
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system("mv -f table.html.new table.html")
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;--------------------------------------------
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dirm = "/fis/cgd/cseg/people/jeff/clamp_data/model/"
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fm = addfile(dirm+film,"r")
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xm = fm->lon
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ym = fm->lat
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nlat = dimsizes(ym)
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nlon = dimsizes(xm)
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nmon = 12
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nfield = 4
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data_mod0 = new ((/nfield,nmon,nlat,nlon/),float)
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; change to unit of observed (u mol/m2/s)
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; Model_units [=] gC/m2/s
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; 12. = molecular weight of C
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; u mol = 1e-6 mol
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data = fm->NEE
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factor = 1e6 /12.
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data_mod0(0,:,:,:) = data(:,:,:) * factor
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delete (data)
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data = fm->NETRAD
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data_mod0(1,:,:,:) = data(:,:,:)
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delete (data)
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data = fm->LATENT
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data_mod0(2,:,:,:) = data(:,:,:)
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delete (data)
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59 |
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data = fm->SENSIBLE
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data_mod0(3,:,:,:) = data(:,:,:)
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delete (data)
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|
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; printVarSummary (data_mod0)
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|
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;************************************************
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|
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; read in data: observed
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|
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;************************************************
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|
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station = (/"BOREAS_NSA_OBS" \
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,"CastelPorziano" \
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|
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,"Hyytiala" \
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|
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,"Kaamanen" \
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|
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,"LBA_Tapajos_KM67" \
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|
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,"Lethbridge" \
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|
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,"Tharandt" \
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|
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,"Vielsalm" \
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|
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/)
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|
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year_ob = (/"1994-2004" \
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,"1997-2003" \
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,"1996-2003" \
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|
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,"2000-2003" \
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|
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,"2002-2005" \
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|
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,"1999-2004" \
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|
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,"1996-2003" \
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|
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,"1998-2003" \
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|
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/)
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|
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|
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|
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field = (/"CO2 Flux" \
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|
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,"Net Radiation" \
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|
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,"Latent Heat" \
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|
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,"Sensible Heat" \
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|
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/)
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|
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|
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|
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nstation = dimsizes(station)
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nmon = 12
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|
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nfield = dimsizes(field)
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|
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|
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|
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data_ob = new ((/nstation, nfield, nmon/),float)
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|
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lat_ob = new ((/nstation/),float)
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lon_ob = new ((/nstation/),float)
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|
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|
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diri_root = "/fis/cgd/cseg/people/jeff/clamp_data/fluxnet/"
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do n = 0,nstation-1
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diri = diri_root + station(n)+"/"
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|
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fili = station(n)+"_"+year_ob(n)+"_monthly.nc"
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g = addfile (diri+fili,"r")
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|
108 |
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lon_ob(n) = g->lon
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lat_ob(n) = g->lat
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|
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data = g->CO2_FLUX
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data_ob(n,0,:) = dim_avg(data(month|:,year|:))
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delete (data)
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data = g->RAD_FLUX
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data_ob(n,1,:) = dim_avg(data(month|:,year|:))
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delete (data)
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|
119 |
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|
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data = g->LH_FLUX
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data_ob(n,2,:) = dim_avg(data(month|:,year|:))
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122 |
delete (data)
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|
123 |
|
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|
124 |
data = g->SH_FLUX
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|
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data_ob(n,3,:) = dim_avg(data(month|:,year|:))
|
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126 |
delete (data)
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127 |
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128 |
delete (g)
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|
129 |
end do
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130 |
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;print (lat_ob)
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;print (lon_ob)
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133 |
;printVarSummary (data_ob)
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|
134 |
|
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|
135 |
;************************************************************
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|
136 |
; interpolate model data into observed station
|
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|
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; note: model is 0-360E, 90S-90N
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|
138 |
;************************************************************
|
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|
139 |
|
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|
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; to be able to handle observation at (-89.98,-24.80)
|
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|
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; print (ym(0))
|
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|
142 |
ym(0) = -90.
|
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|
143 |
|
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|
144 |
yy = linint2_points_Wrap(xm,ym,data_mod0,True,lon_ob,lat_ob,0)
|
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|
146 |
delete (data_mod0)
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|
147 |
yy!0 = "field"
|
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|
148 |
data_mod = yy(pts|:,field|:,time|:)
|
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|
149 |
; printVarSummary (data_mod)
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|
150 |
|
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|
151 |
;************************************************************
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|
152 |
; compute correlation coef and M score
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|
153 |
;************************************************************
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|
154 |
|
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|
155 |
score_max = 5.
|
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|
156 |
|
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|
157 |
ccr = new ((/nstation, nfield/),float)
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|
158 |
M_score = new ((/nstation, nfield/),float)
|
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|
159 |
|
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|
160 |
do n=0,nstation-1
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|
161 |
do m=0,nfield-1
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ccr(n,m) = esccr(data_ob(n,m,:),data_mod(n,m,:),0)
|
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bias = sum(abs(data_mod(n,m,:)-data_ob(n,m,:))/(abs(data_mod(n,m,:))+abs(data_ob(n,m,:))))
|
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M_score(n,m) = (1. -(bias/nmon)) * score_max
|
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|
165 |
end do
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|
166 |
end do
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|
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|
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|
168 |
;*******************************************************************
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|
169 |
; for station line plot
|
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|
170 |
;*******************************************************************
|
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|
171 |
|
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|
172 |
; for x-axis in xyplot
|
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|
173 |
mon = ispan(1,12,1)
|
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|
174 |
mon@long_name = "month"
|
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|
175 |
|
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|
176 |
res = True ; plot mods desired
|
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|
177 |
res@xyLineThicknesses = (/2.0,2.0/) ; make 2nd lines thicker
|
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|
178 |
res@xyLineColors = (/"blue","red"/) ; line color (ob,model)
|
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|
179 |
;-------------------------------------------------------------------------
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|
180 |
; Add a boxed legend using the more simple method
|
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|
181 |
|
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|
182 |
res@pmLegendDisplayMode = "Always"
|
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|
183 |
; res@pmLegendWidthF = 0.1
|
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|
184 |
res@pmLegendWidthF = 0.08
|
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|
185 |
res@pmLegendHeightF = 0.06
|
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|
186 |
; res@pmLegendOrthogonalPosF = -1.17
|
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|
187 |
; res@pmLegendOrthogonalPosF = -1.00 ;(downward)
|
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|
188 |
res@pmLegendOrthogonalPosF = -0.30 ;(downward)
|
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|
189 |
|
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|
190 |
; res@pmLegendParallelPosF = 0.18
|
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|
191 |
res@pmLegendParallelPosF = 0.23 ;(rightward)
|
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|
192 |
|
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|
193 |
; res@lgPerimOn = False
|
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|
194 |
res@lgLabelFontHeightF = 0.015
|
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|
195 |
res@xyExplicitLegendLabels = (/"observed",model_name/)
|
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|
196 |
;-------------------------------------------------------------------
|
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|
197 |
; for panel plot
|
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|
198 |
res@gsnFrame = False ; Do not draw plot
|
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|
199 |
res@gsnDraw = False ; Do not advance frame
|
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|
200 |
|
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|
201 |
pres = True ; panel plot mods desired
|
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|
202 |
pres@gsnPanelYWhiteSpacePercent = 5 ; increase white space around
|
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|
203 |
; indiv. plots in panel
|
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|
204 |
pres@gsnMaximize = True ; fill the page
|
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|
205 |
;-------------------------------------------------------------------
|
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|
206 |
|
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|
207 |
plot_data = new((/2,12/),float)
|
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|
208 |
plot_data!0 = "case"
|
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|
209 |
plot_data!1 = "month"
|
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|
210 |
|
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|
211 |
do n = 0,nstation-1
|
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|
212 |
;----------------------------
|
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|
213 |
; for observed
|
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|
214 |
|
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|
215 |
plot_name = station(n)+"_ob"
|
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|
216 |
title = station(n)+"("+sprintf("%5.2f",lat_ob(n))+","+sprintf("%5.2f",lon_ob(n))+")"
|
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|
217 |
res@tiMainString = title
|
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|
218 |
|
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|
219 |
wks = gsn_open_wks (plot_type,plot_name)
|
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|
220 |
plot=new(4,graphic) ; create graphic array
|
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|
221 |
|
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|
222 |
plot_data(0,:) = (/data_ob (n,0,:)/)
|
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|
223 |
plot_data@long_name = field(0)
|
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|
224 |
plot(0)=gsn_csm_xy(wks,mon,plot_data(0,:),res) ; create plot 1
|
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|
225 |
|
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|
226 |
plot_data(0,:) = (/data_ob (n,1,:)/)
|
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|
227 |
plot_data@long_name = field(1)
|
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|
228 |
plot(1)=gsn_csm_xy(wks,mon,plot_data(0,:),res) ; create plot 2
|
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|
229 |
|
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|
230 |
plot_data(0,:) = (/data_ob (n,2,:)/)
|
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|
231 |
plot_data@long_name = field(2)
|
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|
232 |
plot(2)=gsn_csm_xy(wks,mon,plot_data(0,:),res) ; create plot 3
|
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|
233 |
|
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|
234 |
plot_data(0,:) = (/data_ob (n,3,:)/)
|
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|
235 |
plot_data@long_name = field(3)
|
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|
236 |
plot(3)=gsn_csm_xy(wks,mon,plot_data(0,:),res) ; create plot 4
|
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|
237 |
|
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|
238 |
gsn_panel(wks,plot,(/2,2/),pres) ; create panel plot
|
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|
239 |
|
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|
240 |
system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new)
|
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|
241 |
system("rm "+plot_name+"."+plot_type)
|
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|
242 |
clear (wks)
|
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|
243 |
delete (plot)
|
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|
244 |
;----------------------------
|
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|
245 |
; for model_vs_ob
|
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|
246 |
|
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|
247 |
plot_name = station(n)+"_model_vs_ob"
|
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|
248 |
title = station(n)+"("+sprintf("%5.2f",lat_ob(n))+","+sprintf("%5.2f",lon_ob(n))+")"
|
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|
249 |
res@tiMainString = title
|
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|
250 |
|
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|
251 |
wks = gsn_open_wks (plot_type,plot_name)
|
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|
252 |
plot=new(4,graphic) ; create graphic array
|
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|
253 |
|
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|
254 |
plot_data(0,:) = (/data_ob (n,0,:)/)
|
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|
255 |
plot_data(1,:) = (/data_mod(n,0,:)/)
|
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|
256 |
plot_data@long_name = field(0)
|
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|
257 |
plot(0)=gsn_csm_xy(wks,mon,plot_data,res) ; create plot 1
|
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|
258 |
|
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|
259 |
plot_data(0,:) = (/data_ob (n,1,:)/)
|
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|
260 |
plot_data(1,:) = (/data_mod(n,1,:)/)
|
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|
261 |
plot_data@long_name = field(1)
|
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|
262 |
plot(1)=gsn_csm_xy(wks,mon,plot_data,res) ; create plot 2
|
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|
263 |
|
forrest@0
|
264 |
plot_data(0,:) = (/data_ob (n,2,:)/)
|
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|
265 |
plot_data(1,:) = (/data_mod(n,2,:)/)
|
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|
266 |
plot_data@long_name = field(2)
|
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|
267 |
plot(2)=gsn_csm_xy(wks,mon,plot_data,res) ; create plot 3
|
forrest@0
|
268 |
|
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|
269 |
plot_data(0,:) = (/data_ob (n,3,:)/)
|
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|
270 |
plot_data(1,:) = (/data_mod(n,3,:)/)
|
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|
271 |
plot_data@long_name = field(3)
|
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|
272 |
plot(3)=gsn_csm_xy(wks,mon,plot_data,res) ; create plot 4
|
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|
273 |
|
forrest@0
|
274 |
gsn_panel(wks,plot,(/2,2/),pres) ; create panel plot
|
forrest@0
|
275 |
|
forrest@0
|
276 |
system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new)
|
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|
277 |
system("rm "+plot_name+"."+plot_type)
|
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|
278 |
clear (wks)
|
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|
279 |
delete (plot)
|
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|
280 |
end do
|
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|
281 |
|
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|
282 |
;*******************************************************************
|
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|
283 |
; for table of site score
|
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|
284 |
;*******************************************************************
|
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|
285 |
|
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|
286 |
table_length = 0.8
|
forrest@0
|
287 |
|
forrest@0
|
288 |
; table header name
|
forrest@0
|
289 |
table_header_name = "Site"
|
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|
290 |
|
forrest@0
|
291 |
; column (not including header column)
|
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|
292 |
col_header = (/"Latitude","Longitude","observed" \
|
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|
293 |
,"CO2 Flux","Net Radiation","Latent Heat" \
|
forrest@0
|
294 |
,"Sensible Heat","Average" \
|
forrest@0
|
295 |
/)
|
forrest@0
|
296 |
ncol = dimsizes(col_header)
|
forrest@0
|
297 |
|
forrest@0
|
298 |
; row (not including header row)
|
forrest@0
|
299 |
nrow = nstation + 1
|
forrest@0
|
300 |
row_header = new ((/nrow/),string )
|
forrest@0
|
301 |
row_header(0:nstation-1) = station(:)
|
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|
302 |
row_header(nrow-1) = "All Sites"
|
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|
303 |
|
forrest@0
|
304 |
; Table header
|
forrest@0
|
305 |
ncr1 = (/1,1/) ; 1 row, 1 column
|
forrest@0
|
306 |
x1 = (/0.005,0.15/) ; Start and end X
|
forrest@0
|
307 |
y1 = (/0.800,0.895/) ; Start and end Y
|
forrest@0
|
308 |
text1 = table_header_name
|
forrest@0
|
309 |
res1 = True
|
forrest@0
|
310 |
res1@txFontHeightF = 0.03
|
forrest@0
|
311 |
res1@gsFillColor = "CornFlowerBlue"
|
forrest@0
|
312 |
|
forrest@0
|
313 |
; Column header (equally space in x2)
|
forrest@0
|
314 |
ncr2 = (/1,ncol/) ; 1 rows, ncol columns
|
forrest@0
|
315 |
x2 = (/x1(1),0.995/) ; start from end of x1
|
forrest@0
|
316 |
y2 = y1 ; same as y1
|
forrest@0
|
317 |
text2 = col_header
|
forrest@0
|
318 |
res2 = True
|
forrest@0
|
319 |
res2@txFontHeightF = 0.010
|
forrest@0
|
320 |
res2@gsFillColor = "Gray"
|
forrest@0
|
321 |
|
forrest@0
|
322 |
; Row header (equally space in y2)
|
forrest@0
|
323 |
ncr3 = (/nrow,1/) ; nrow rows, 1 columns
|
forrest@0
|
324 |
x3 = x1 ; same as x1
|
forrest@0
|
325 |
y3 = (/1.0-table_length,y1(0)/) ; end at start of y1
|
forrest@0
|
326 |
text3 = row_header
|
forrest@0
|
327 |
res3 = True
|
forrest@0
|
328 |
res3@txFontHeightF = 0.010
|
forrest@0
|
329 |
res3@gsFillColor = "Gray"
|
forrest@0
|
330 |
|
forrest@0
|
331 |
; Main table body
|
forrest@0
|
332 |
ncr4 = (/nrow,ncol/) ; nrow rows, ncol columns
|
forrest@0
|
333 |
x4 = x2 ; Start and end x
|
forrest@0
|
334 |
y4 = y3 ; Start and end Y
|
forrest@0
|
335 |
text4 = new((/nrow,ncol/),string)
|
forrest@0
|
336 |
|
forrest@0
|
337 |
color_fill4 = new((/nrow,ncol/),string)
|
forrest@0
|
338 |
color_fill4 = "white"
|
forrest@0
|
339 |
color_fill4(:,ncol-1) = "grey"
|
forrest@0
|
340 |
color_fill4(nrow-1,:) = "green"
|
forrest@0
|
341 |
|
forrest@0
|
342 |
res4 = True ; Set up resource list
|
forrest@0
|
343 |
; res4@gsnDebug = True ; Useful to print NDC row,col values used.
|
forrest@0
|
344 |
res4@txFontHeightF = 0.015
|
forrest@0
|
345 |
res4@gsFillColor = color_fill4
|
forrest@0
|
346 |
|
forrest@0
|
347 |
delete (color_fill4)
|
forrest@0
|
348 |
;-------------------------------------------------------------------
|
forrest@0
|
349 |
; for table value
|
forrest@0
|
350 |
|
forrest@0
|
351 |
do n = 0,nrow-2
|
forrest@0
|
352 |
text4(n,0) = sprintf("%5.2f", lat_ob(n))
|
forrest@0
|
353 |
text4(n,1) = sprintf("%5.2f", lon_ob(n))
|
forrest@0
|
354 |
text4(n,2) = year_ob(n)
|
forrest@0
|
355 |
text4(n,3) = sprintf("%5.2f", M_score(n,0)) ; CO2 Flux
|
forrest@0
|
356 |
text4(n,4) = sprintf("%5.2f", M_score(n,1)) ; Net Radiation
|
forrest@0
|
357 |
text4(n,5) = sprintf("%5.2f", M_score(n,2)) ; Latent Heat
|
forrest@0
|
358 |
text4(n,6) = sprintf("%5.2f", M_score(n,3)) ; Sensible Heat
|
forrest@0
|
359 |
text4(n,7) = sprintf("%5.2f", avg(M_score(n,:))) ; avg all fields
|
forrest@0
|
360 |
end do
|
forrest@0
|
361 |
|
forrest@0
|
362 |
; for the last row
|
forrest@0
|
363 |
|
forrest@0
|
364 |
M_co2 = avg(M_score(:,0))
|
forrest@0
|
365 |
M_rad = avg(M_score(:,1))
|
forrest@0
|
366 |
M_lh = avg(M_score(:,2))
|
forrest@0
|
367 |
M_sh = avg(M_score(:,3))
|
forrest@0
|
368 |
M_all = M_co2+ M_rad +M_lh + M_sh
|
forrest@0
|
369 |
|
forrest@0
|
370 |
text4(nrow-1,0) = "-"
|
forrest@0
|
371 |
text4(nrow-1,1) = "-"
|
forrest@0
|
372 |
text4(nrow-1,2) = "-"
|
forrest@0
|
373 |
text4(nrow-1,3) = sprintf("%5.2f", M_co2) ; avg all sites
|
forrest@0
|
374 |
text4(nrow-1,4) = sprintf("%5.2f", M_rad) ; avg all sites
|
forrest@0
|
375 |
text4(nrow-1,5) = sprintf("%5.2f", M_lh ) ; avg all sites
|
forrest@0
|
376 |
text4(nrow-1,6) = sprintf("%5.2f", M_sh ) ; avg all sites
|
forrest@0
|
377 |
text4(nrow-1,7) = sprintf("%5.2f", M_all) ; avg all sites
|
forrest@0
|
378 |
|
forrest@0
|
379 |
print (M_co2)
|
forrest@0
|
380 |
print (M_rad)
|
forrest@0
|
381 |
print (M_lh )
|
forrest@0
|
382 |
print (M_sh)
|
forrest@0
|
383 |
print (M_all)
|
forrest@0
|
384 |
|
forrest@0
|
385 |
M_energy_co2 = sprintf("%.2f", M_co2)
|
forrest@0
|
386 |
system("sed s#M_energy_co2#"+M_energy_co2+"# table.html > table.html.new")
|
forrest@0
|
387 |
system("mv -f table.html.new table.html")
|
forrest@0
|
388 |
print (M_energy_co2)
|
forrest@0
|
389 |
|
forrest@0
|
390 |
M_energy_rad = sprintf("%.2f", M_rad)
|
forrest@0
|
391 |
system("sed s#M_energy_rad#"+M_energy_rad+"# table.html > table.html.new")
|
forrest@0
|
392 |
system("mv -f table.html.new table.html")
|
forrest@0
|
393 |
print (M_energy_rad)
|
forrest@0
|
394 |
|
forrest@0
|
395 |
M_energy_lh = sprintf("%.2f", M_lh)
|
forrest@0
|
396 |
system("sed s#M_energy_lh#"+M_energy_lh+"# table.html > table.html.new")
|
forrest@0
|
397 |
system("mv -f table.html.new table.html")
|
forrest@0
|
398 |
print (M_energy_lh)
|
forrest@0
|
399 |
|
forrest@0
|
400 |
M_energy_sh = sprintf("%.2f", M_sh)
|
forrest@0
|
401 |
system("sed s#M_energy_sh#"+M_energy_sh+"# table.html > table.html.new")
|
forrest@0
|
402 |
system("mv -f table.html.new table.html")
|
forrest@0
|
403 |
print (M_energy_sh)
|
forrest@0
|
404 |
;---------------------------------------------------------------------------
|
forrest@0
|
405 |
|
forrest@0
|
406 |
plot_name = "table_site_score"
|
forrest@0
|
407 |
|
forrest@0
|
408 |
wks = gsn_open_wks (plot_type,plot_name)
|
forrest@0
|
409 |
;------------------------------------------
|
forrest@0
|
410 |
; for table title
|
forrest@0
|
411 |
|
forrest@0
|
412 |
gRes = True
|
forrest@0
|
413 |
gRes@txFontHeightF = 0.02
|
forrest@0
|
414 |
; gRes@txAngleF = 90
|
forrest@0
|
415 |
|
forrest@0
|
416 |
title_text = "Model " + model_name + " M_Score"
|
forrest@0
|
417 |
|
forrest@0
|
418 |
gsn_text_ndc(wks,title_text,0.50,0.95,gRes)
|
forrest@0
|
419 |
;------------------------------------------
|
forrest@0
|
420 |
|
forrest@0
|
421 |
gsn_table(wks,ncr1,x1,y1,text1,res1)
|
forrest@0
|
422 |
gsn_table(wks,ncr2,x2,y2,text2,res2)
|
forrest@0
|
423 |
gsn_table(wks,ncr3,x3,y3,text3,res3)
|
forrest@0
|
424 |
gsn_table(wks,ncr4,x4,y4,text4,res4)
|
forrest@0
|
425 |
|
forrest@0
|
426 |
frame(wks)
|
forrest@0
|
427 |
|
forrest@0
|
428 |
system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new)
|
forrest@0
|
429 |
system("rm "+plot_name+"."+plot_type)
|
forrest@0
|
430 |
;-------------------------------------------------------------------
|
forrest@0
|
431 |
temp_name = "energy." + model_name
|
forrest@0
|
432 |
system("mkdir -p " + temp_name)
|
forrest@0
|
433 |
system("cp table.html " + temp_name)
|
forrest@0
|
434 |
system("mv *.png " + temp_name)
|
forrest@0
|
435 |
system("tar cf "+ temp_name +".tar " + temp_name)
|
forrest@0
|
436 |
;-------------------------------------------------------------------
|
forrest@0
|
437 |
|
forrest@0
|
438 |
end
|