clamp: energy/99.all.ncl.1@4be95183fbcd

     1 ; ***********************************************

     2 ; using gsn_table for all

     3 ; output: line plot for each site (4 fields)

     4 ;         table for M_score

     5 ; ***********************************************

     6 load "$NCARG_ROOT/lib/ncarg/nclscripts/csm/gsn_code.ncl.test"

     7 load "$NCARG_ROOT/lib/ncarg/nclscripts/csm/gsn_csm.ncl.test"

     8 load "$NCARG_ROOT/lib/ncarg/nclscripts/csm/contributed.ncl"

     9 ;load "/fis/cgd/cseg/people/jeff/clamp/co2/metrics_table.ncl"

    10 ;************************************************

    11 begin

    13   plot_type     = "ps"

    14   plot_type_new = "png"

    16 ;************************************************

    17 ; read model data

    18 ;************************************************

    19   model_name = "10cn"

    20   film = "i01.10cn_1948-2004_MONS_climo.nc"

    22 ; model_name = "10casa"

    23 ; film = "i01.10casa_1948-2004_MONS_climo.nc"

    25  system("sed s#model_name#"+model_name+"# table.html > table.html.new")

    26  system("mv -f table.html.new table.html")

    27 ;--------------------------------------------

    28   dirm = "/fis/cgd/cseg/people/jeff/clamp_data/model/"

    29   fm    = addfile(dirm+film,"r")

    31   xm    = fm->lon

    32   ym    = fm->lat

    33   nlat = dimsizes(ym)

    34   nlon = dimsizes(xm)

    36   nmon      = 12

    37   nfield    = 4

    39   data_mod0 = new ((/nfield,nmon,nlat,nlon/),float)

    41 ; change to unit of observed (u mol/m2/s)

    42 ; Model_units [=] gC/m2/s

    43 ; 12. = molecular weight of C

    44 ; u mol = 1e-6 mol

    45   data = fm->NEE

    47   factor = 1e6 /12.

    49   data_mod0(0,:,:,:) = data(:,:,:) * factor

    50   delete (data)

    52   data = fm->NETRAD

    53   data_mod0(1,:,:,:) = data(:,:,:)

    54   delete (data)

    56   data = fm->LATENT

    57   data_mod0(2,:,:,:) = data(:,:,:)

    58   delete (data)

    60   data = fm->SENSIBLE

    61   data_mod0(3,:,:,:) = data(:,:,:)

    62   delete (data)

    64 ; printVarSummary (data_mod0)

    65 ;************************************************

    66 ; read in data: observed

    67 ;************************************************

    68  station = (/"BOREAS_NSA_OBS" \

    69             ,"CastelPorziano" \

    70             ,"Hyytiala" \

    71             ,"Kaamanen" \

    72             ,"LBA_Tapajos_KM67" \

    73             ,"Lethbridge" \

    74             ,"Tharandt" \

    75             ,"Vielsalm" \

    76             /)

    78  year_ob = (/"1994-2004" \

    79             ,"1997-2003" \

    80             ,"1996-2003" \

    81             ,"2000-2003" \

    82             ,"2002-2005" \

    83             ,"1999-2004" \

    84             ,"1996-2003" \

    85             ,"1998-2003" \

    86             /)

    88  field   = (/"CO2 Flux" \

    89             ,"Net Radiation" \

    90             ,"Latent Heat" \

    91             ,"Sensible Heat" \

    92             /)

    94  nstation  = dimsizes(station)

    95  nmon      = 12

    96  nfield    = dimsizes(field)

    98  data_ob   = new ((/nstation, nfield, nmon/),float)

    99  lat_ob    = new ((/nstation/),float)

   100  lon_ob    = new ((/nstation/),float)

   102  diri_root  = "/fis/cgd/cseg/people/jeff/clamp_data/fluxnet/"

   104  do n = 0,nstation-1

   105     diri = diri_root + station(n)+"/"

   106     fili = station(n)+"_"+year_ob(n)+"_monthly.nc"

   107     g     = addfile (diri+fili,"r")

   109     lon_ob(n) = g->lon

   110     lat_ob(n) = g->lat

   112     data      = g->CO2_FLUX

   113     data_ob(n,0,:) = dim_avg(data(month|:,year|:))

   114     delete (data)

   116     data      = g->RAD_FLUX

   117     data_ob(n,1,:) = dim_avg(data(month|:,year|:))

   118     delete (data)

   120     data      = g->LH_FLUX

   121     data_ob(n,2,:) = dim_avg(data(month|:,year|:))

   122     delete (data)

   124     data      = g->SH_FLUX

   125     data_ob(n,3,:) = dim_avg(data(month|:,year|:))

   126     delete (data)

   128     delete (g)

   129  end do

   131 ;print (lat_ob)

   132 ;print (lon_ob)

   133 ;printVarSummary (data_ob)

   135 ;************************************************************

   136 ; interpolate model data into observed station

   137 ; note: model is 0-360E, 90S-90N

   138 ;************************************************************

   140 ; to be able to handle observation at (-89.98,-24.80)

   141 ; print (ym(0))

   142   ym(0) = -90.

   144   yy = linint2_points_Wrap(xm,ym,data_mod0,True,lon_ob,lat_ob,0)

   146   delete (data_mod0)

   147   yy!0 = "field"

   148   data_mod = yy(pts|:,field|:,time|:)

   149 ; printVarSummary (data_mod)

   151 ;************************************************************

   152 ; compute correlation coef and M score

   153 ;************************************************************

   155  score_max = 5.

   157  ccr     = new ((/nstation, nfield/),float)

   158  M_score = new ((/nstation, nfield/),float)

   160  do n=0,nstation-1

   161  do m=0,nfield-1

   162     ccr(n,m) = esccr(data_ob(n,m,:),data_mod(n,m,:),0)

   163     bias = sum(abs(data_mod(n,m,:)-data_ob(n,m,:))/(abs(data_mod(n,m,:))+abs(data_ob(n,m,:))))

   164     M_score(n,m) = (1. -(bias/nmon)) * score_max

   165  end do

   166  end do

   168 ;*******************************************************************

   169 ; for station line plot

   170 ;*******************************************************************

   172 ; for x-axis in xyplot

   173   mon = ispan(1,12,1)

   174   mon@long_name = "month"

   176   res                   = True               ; plot mods desired

   177   res@xyLineThicknesses = (/2.0,2.0/)        ; make 2nd lines thicker

   178   res@xyLineColors      = (/"blue","red"/)   ; line color (ob,model)

   179 ;-------------------------------------------------------------------------

   180 ; Add a boxed legend using the more simple method

   182   res@pmLegendDisplayMode    = "Always"

   183 ; res@pmLegendWidthF         = 0.1

   184   res@pmLegendWidthF         = 0.08

   185   res@pmLegendHeightF        = 0.06

   186 ; res@pmLegendOrthogonalPosF = -1.17

   187 ; res@pmLegendOrthogonalPosF = -1.00  ;(downward)

   188   res@pmLegendOrthogonalPosF = -0.30  ;(downward)

   190 ; res@pmLegendParallelPosF   =  0.18

   191   res@pmLegendParallelPosF   =  0.23  ;(rightward)

   193 ; res@lgPerimOn             = False

   194   res@lgLabelFontHeightF     = 0.015

   195   res@xyExplicitLegendLabels = (/"observed",model_name/)

   196 ;-------------------------------------------------------------------

   197 ; for panel plot

   198   res@gsnFrame     = False                   ; Do not draw plot

   199   res@gsnDraw      = False                   ; Do not advance frame

   201   pres                            = True     ; panel plot mods desired

   202   pres@gsnPanelYWhiteSpacePercent = 5        ; increase white space around

   203                                              ; indiv. plots in panel

   204   pres@gsnMaximize                = True     ; fill the page

   205 ;-------------------------------------------------------------------

   207   plot_data   = new((/2,12/),float)

   208   plot_data!0 = "case"

   209   plot_data!1 = "month"

   211   do n = 0,nstation-1

   212 ;----------------------------

   213 ; for observed

   215     plot_name = station(n)+"_ob"

   216     title = station(n)+"("+sprintf("%5.2f",lat_ob(n))+","+sprintf("%5.2f",lon_ob(n))+")"

   217     res@tiMainString = title

   219     wks = gsn_open_wks (plot_type,plot_name)

   220     plot=new(4,graphic)                        ; create graphic array

   222     plot_data(0,:) = (/data_ob (n,0,:)/)

   223     plot_data@long_name = field(0)

   224     plot(0)=gsn_csm_xy(wks,mon,plot_data(0,:),res)   ; create plot 1

   226     plot_data(0,:) = (/data_ob (n,1,:)/)

   227     plot_data@long_name = field(1)

   228     plot(1)=gsn_csm_xy(wks,mon,plot_data(0,:),res)   ; create plot 2

   230     plot_data(0,:) = (/data_ob (n,2,:)/)

   231     plot_data@long_name = field(2)

   232     plot(2)=gsn_csm_xy(wks,mon,plot_data(0,:),res)   ; create plot 3

   234     plot_data(0,:) = (/data_ob (n,3,:)/)

   235     plot_data@long_name = field(3)

   236     plot(3)=gsn_csm_xy(wks,mon,plot_data(0,:),res)   ; create plot 4

   238     gsn_panel(wks,plot,(/2,2/),pres)                 ; create panel plot

   240     system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new)

   241     system("rm "+plot_name+"."+plot_type)

   242     clear (wks)

   243     delete (plot)

   244 ;----------------------------

   245 ; for model_vs_ob

   247     plot_name = station(n)+"_model_vs_ob"

   248     title = station(n)+"("+sprintf("%5.2f",lat_ob(n))+","+sprintf("%5.2f",lon_ob(n))+")"

   249     res@tiMainString = title

   251     wks = gsn_open_wks (plot_type,plot_name)

   252     plot=new(4,graphic)                        ; create graphic array

   254     plot_data(0,:) = (/data_ob (n,0,:)/)

   255     plot_data(1,:) = (/data_mod(n,0,:)/)

   256     plot_data@long_name = field(0)

   257     plot(0)=gsn_csm_xy(wks,mon,plot_data,res)   ; create plot 1

   259     plot_data(0,:) = (/data_ob (n,1,:)/)

   260     plot_data(1,:) = (/data_mod(n,1,:)/)

   261     plot_data@long_name = field(1)

   262     plot(1)=gsn_csm_xy(wks,mon,plot_data,res)   ; create plot 2

   264     plot_data(0,:) = (/data_ob (n,2,:)/)

   265     plot_data(1,:) = (/data_mod(n,2,:)/)

   266     plot_data@long_name = field(2)

   267     plot(2)=gsn_csm_xy(wks,mon,plot_data,res)   ; create plot 3

   269     plot_data(0,:) = (/data_ob (n,3,:)/)

   270     plot_data(1,:) = (/data_mod(n,3,:)/)

   271     plot_data@long_name = field(3)

   272     plot(3)=gsn_csm_xy(wks,mon,plot_data,res)   ; create plot 4

   274     gsn_panel(wks,plot,(/2,2/),pres)                 ; create panel plot

   276     system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new)

   277     system("rm "+plot_name+"."+plot_type)

   278     clear (wks)

   279     delete (plot)

   280  end do

   282 ;*******************************************************************

   283 ; for table of site score

   284 ;*******************************************************************

   286   table_length = 0.8

   288 ; table header name

   289   table_header_name = "Site"

   291 ; column (not including header column)

   292   col_header = (/"Latitude","Longitude","observed" \

   293                 ,"CO2 Flux","Net Radiation","Latent Heat" \

   294                 ,"Sensible Heat","Average" \

   295                 /)

   296   ncol = dimsizes(col_header)

   298 ; row (not including header row)

   299   nrow       = nstation + 1

   300   row_header = new ((/nrow/),string )

   301   row_header(0:nstation-1) = station(:)

   302   row_header(nrow-1)       = "All Sites"

   304 ; Table header

   305   ncr1  = (/1,1/)               ; 1 row, 1 column

   306   x1    = (/0.005,0.15/)        ; Start and end X

   307   y1    = (/0.800,0.895/)       ; Start and end Y

   308   text1 = table_header_name

   309   res1               = True

   310   res1@txFontHeightF = 0.03

   311   res1@gsFillColor   = "CornFlowerBlue"

   313 ; Column header (equally space in x2)

   314   ncr2  = (/1,ncol/)            ; 1 rows, ncol columns

   315   x2    = (/x1(1),0.995/)       ; start from end of x1

   316   y2    = y1                    ; same as y1

   317   text2 = col_header

   318   res2               = True

   319   res2@txFontHeightF = 0.010

   320   res2@gsFillColor   = "Gray"

   322 ; Row header (equally space in y2)

   323   ncr3  = (/nrow,1/)                 ; nrow rows, 1 columns

   324   x3    = x1                         ; same as x1

   325   y3    = (/1.0-table_length,y1(0)/) ; end at start of y1

   326   text3 = row_header

   327   res3               = True

   328   res3@txFontHeightF = 0.010

   329   res3@gsFillColor   = "Gray"

   331 ; Main table body

   332   ncr4  = (/nrow,ncol/)           ; nrow rows, ncol columns

   333   x4    = x2                      ; Start and end x

   334   y4    = y3                      ; Start and end Y

   335   text4 = new((/nrow,ncol/),string)

   337   color_fill4           = new((/nrow,ncol/),string)

   338   color_fill4           = "white"

   339   color_fill4(:,ncol-1) = "grey"

   340   color_fill4(nrow-1,:) = "green"

   342   res4               = True       ; Set up resource list

   343 ; res4@gsnDebug      = True       ; Useful to print NDC row,col values used.

   344   res4@txFontHeightF = 0.015

   345   res4@gsFillColor   = color_fill4

   347   delete (color_fill4)

   348 ;-------------------------------------------------------------------

   349 ; for table value

   351   do n = 0,nrow-2

   352      text4(n,0) = sprintf("%5.2f", lat_ob(n))

   353      text4(n,1) = sprintf("%5.2f", lon_ob(n))

   354      text4(n,2) = year_ob(n)

   355      text4(n,3) = sprintf("%5.2f", M_score(n,0))      ; CO2 Flux

   356      text4(n,4) = sprintf("%5.2f", M_score(n,1))      ; Net Radiation

   357      text4(n,5) = sprintf("%5.2f", M_score(n,2))      ; Latent Heat

   358      text4(n,6) = sprintf("%5.2f", M_score(n,3))      ; Sensible Heat

   359      text4(n,7) = sprintf("%5.2f", avg(M_score(n,:))) ; avg all fields

   360   end do

   362 ;    for the last row

   364      M_co2 = avg(M_score(:,0))

   365      M_rad = avg(M_score(:,1))

   366      M_lh  = avg(M_score(:,2))

   367      M_sh  = avg(M_score(:,3))

   368      M_all = M_co2+ M_rad +M_lh + M_sh

   370      text4(nrow-1,0) = "-"

   371      text4(nrow-1,1) = "-"

   372      text4(nrow-1,2) = "-"

   373      text4(nrow-1,3) = sprintf("%5.2f", M_co2) ; avg all sites

   374      text4(nrow-1,4) = sprintf("%5.2f", M_rad) ; avg all sites

   375      text4(nrow-1,5) = sprintf("%5.2f", M_lh ) ; avg all sites

   376      text4(nrow-1,6) = sprintf("%5.2f", M_sh ) ; avg all sites

   377      text4(nrow-1,7) = sprintf("%5.2f", M_all) ; avg all sites

   379      print (M_co2)

   380      print (M_rad)

   381      print (M_lh )

   382      print (M_sh)

   383      print (M_all)

   385   M_energy_co2 = sprintf("%.2f", M_co2)

   386   system("sed s#M_energy_co2#"+M_energy_co2+"# table.html > table.html.new")

   387   system("mv -f table.html.new table.html")

   388   print (M_energy_co2)

   390   M_energy_rad = sprintf("%.2f", M_rad)

   391   system("sed s#M_energy_rad#"+M_energy_rad+"# table.html > table.html.new")

   392   system("mv -f table.html.new table.html")

   393   print (M_energy_rad)

   395   M_energy_lh = sprintf("%.2f", M_lh)

   396   system("sed s#M_energy_lh#"+M_energy_lh+"# table.html > table.html.new")

   397   system("mv -f table.html.new table.html")

   398   print (M_energy_lh)

   400   M_energy_sh = sprintf("%.2f", M_sh)

   401   system("sed s#M_energy_sh#"+M_energy_sh+"# table.html > table.html.new")

   402   system("mv -f table.html.new table.html")

   403   print (M_energy_sh)

   404 ;---------------------------------------------------------------------------

   406   plot_name = "table_site_score"

   408   wks = gsn_open_wks (plot_type,plot_name)

   409 ;------------------------------------------

   410 ; for table title

   412   gRes               = True

   413   gRes@txFontHeightF = 0.02

   414 ; gRes@txAngleF      = 90

   416   title_text = "Model  " + model_name +  "  M_Score"

   418   gsn_text_ndc(wks,title_text,0.50,0.95,gRes)

   419 ;------------------------------------------

   421   gsn_table(wks,ncr1,x1,y1,text1,res1)

   422   gsn_table(wks,ncr2,x2,y2,text2,res2)

   423   gsn_table(wks,ncr3,x3,y3,text3,res3)

   424   gsn_table(wks,ncr4,x4,y4,text4,res4)

   426   frame(wks)

   428   system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new)

   429   system("rm "+plot_name+"."+plot_type)

   430 ;-------------------------------------------------------------------

   431   temp_name = "energy." + model_name

   432   system("mkdir -p " + temp_name)

   433   system("cp table.html " + temp_name)

   434   system("mv *.png " + temp_name)

   435   system("tar cf "+ temp_name +".tar " + temp_name)

   436 ;-------------------------------------------------------------------

   438 end

author	Forrest Hoffman <forrest@climatemodeling.org>
	Thu, 26 Mar 2009 14:02:21 -0400
changeset 1	4be95183fbcd
permissions	-rw-r--r--