clamp: energy/99.all.ncl.0@0c6405ab2ff4

     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 = "06cn"

    20 ; film = "i01.06cn_1798-2004_MONS_climo.nc"

    22 ; model_name = "06casa"

    23 ; film = "i01.06casa_1798-2004_MONS_climo.nc"

    25 ; model_name = "10cn"

    26 ; film = "i01.10cn_1948-2004_MONS_climo.nc"

    28   model_name = "10casa"

    29   film = "i01.10casa_1948-2004_MONS_climo.nc"

    30 ;--------------------------------------------

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

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

    34   xm    = fm->lon

    35   ym    = fm->lat

    36   nlat = dimsizes(ym)

    37   nlon = dimsizes(xm)

    39   nmon      = 12

    40   nfield    = 4

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

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

    45 ; Model_units [=] gC/m2/s

    46 ; 12. = molecular weight of C

    47 ; u mol = 1e-6 mol

    48   data = fm->NEE

    50   factor = 1e6 /12.

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

    53   delete (data)

    55   data = fm->NETRAD

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

    57   delete (data)

    59   data = fm->LATENT

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

    61   delete (data)

    63   data = fm->SENSIBLE

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

    65   delete (data)

    67 ; printVarSummary (data_mod0)

    68 ;************************************************

    69 ; read in data: observed

    70 ;************************************************

    71  station = (/"BOREAS_NSA_OBS" \

    72             ,"CastelPorziano" \

    73             ,"Hyytiala" \

    74             ,"Kaamanen" \

    75             ,"LBA_Tapajos_KM67" \

    76             ,"Lethbridge" \

    77             ,"Tharandt" \

    78             ,"Vielsalm" \

    79             /)

    81  year_ob = (/"1994-2004" \

    82             ,"1997-2003" \

    83             ,"1996-2003" \

    84             ,"2000-2003" \

    85             ,"2002-2005" \

    86             ,"1999-2004" \

    87             ,"1996-2003" \

    88             ,"1998-2003" \

    89             /)

    91  field   = (/"CO2 Flux" \

    92             ,"Net Radiation" \

    93             ,"Latent Heat" \

    94             ,"Sensible Heat" \

    95             /)

    97  nstation  = dimsizes(station)

    98  nmon      = 12

    99  nfield    = dimsizes(field)

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

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

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

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

   107  do n = 0,nstation-1

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

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

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

   112     lon_ob(n) = g->lon

   113     lat_ob(n) = g->lat

   115     data      = g->CO2_FLUX

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

   117     delete (data)

   119     data      = g->RAD_FLUX

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

   121     delete (data)

   123     data      = g->LH_FLUX

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

   125     delete (data)

   127     data      = g->SH_FLUX

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

   129     delete (data)

   131     delete (g)

   132  end do

   134 ;print (lat_ob)

   135 ;print (lon_ob)

   136 ;printVarSummary (data_ob)

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

   139 ; interpolate model data into observed station

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

   141 ;************************************************************

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

   144 ; print (ym(0))

   145   ym(0) = -90.

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

   149   delete (data_mod0)

   150   yy!0 = "field"

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

   152 ; printVarSummary (data_mod)

   154 ;************************************************************

   155 ; compute correlation coef and M score

   156 ;************************************************************

   158  score_max = 5.

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

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

   163  do n=0,nstation-1

   164  do m=0,nfield-1

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

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

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

   168  end do

   169  end do

   171 ;*******************************************************************

   172 ; for station line plot

   173 ;*******************************************************************

   175 ; for x-axis in xyplot

   176   mon = ispan(1,12,1)

   177   mon@long_name = "month"

   179   res                   = True               ; plot mods desired

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

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

   182 ;-------------------------------------------------------------------------

   183 ; Add a boxed legend using the more simple method

   185   res@pmLegendDisplayMode    = "Always"

   186 ; res@pmLegendWidthF         = 0.1

   187   res@pmLegendWidthF         = 0.08

   188   res@pmLegendHeightF        = 0.06

   189 ; res@pmLegendOrthogonalPosF = -1.17

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

   191   res@pmLegendOrthogonalPosF = -0.30  ;(downward)

   193 ; res@pmLegendParallelPosF   =  0.18

   194   res@pmLegendParallelPosF   =  0.23  ;(rightward)

   196 ; res@lgPerimOn             = False

   197   res@lgLabelFontHeightF     = 0.015

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

   199 ;-------------------------------------------------------------------

   200 ; for panel plot

   201   res@gsnFrame     = False                   ; Do not draw plot

   202   res@gsnDraw      = False                   ; Do not advance frame

   204   pres                            = True     ; panel plot mods desired

   205   pres@gsnPanelYWhiteSpacePercent = 5        ; increase white space around

   206                                              ; indiv. plots in panel

   207   pres@gsnMaximize                = True     ; fill the page

   208 ;-------------------------------------------------------------------

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

   211   plot_data!0 = "case"

   212   plot_data!1 = "month"

   214   do n = 0,nstation-1

   215 ;----------------------------

   216 ; for observed

   218     plot_name = station(n)+"_ob"

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

   220     res@tiMainString = title

   222     wks = gsn_open_wks (plot_type,plot_name)

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

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

   226     plot_data@long_name = field(0)

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

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

   230     plot_data@long_name = field(1)

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

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

   234     plot_data@long_name = field(2)

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

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

   238     plot_data@long_name = field(3)

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

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

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

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

   245     clear (wks)

   246     delete (plot)

   247 ;----------------------------

   248 ; for model_vs_ob

   250     plot_name = station(n)+"_model_vs_ob"

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

   252     res@tiMainString = title

   254     wks = gsn_open_wks (plot_type,plot_name)

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

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

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

   259     plot_data@long_name = field(0)

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

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

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

   264     plot_data@long_name = field(1)

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

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

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

   269     plot_data@long_name = field(2)

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

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

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

   274     plot_data@long_name = field(3)

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

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

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

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

   281     clear (wks)

   282     delete (plot)

   283  end do

   285 ;*******************************************************************

   286 ; for table of site score

   287 ;*******************************************************************

   289   table_length = 0.8

   291 ; table header name

   292   table_header_name = "Site"

   294 ; column (not including header column)

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

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

   297                 ,"Sensible Heat","Average" \

   298                 /)

   299   ncol = dimsizes(col_header)

   301 ; row (not including header row)

   302   nrow       = nstation + 1

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

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

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

   307 ; Table header

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

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

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

   311   text1 = table_header_name

   312   res1               = True

   313   res1@txFontHeightF = 0.03

   314   res1@gsFillColor   = "CornFlowerBlue"

   316 ; Column header (equally space in x2)

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

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

   319   y2    = y1                    ; same as y1

   320   text2 = col_header

   321   res2               = True

   322   res2@txFontHeightF = 0.010

   323   res2@gsFillColor   = "Gray"

   325 ; Row header (equally space in y2)

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

   327   x3    = x1                         ; same as x1

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

   329   text3 = row_header

   330   res3               = True

   331   res3@txFontHeightF = 0.010

   332   res3@gsFillColor   = "Gray"

   334 ; Main table body

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

   336   x4    = x2                      ; Start and end x

   337   y4    = y3                      ; Start and end Y

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

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

   341   color_fill4           = "white"

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

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

   345   res4               = True       ; Set up resource list

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

   347   res4@txFontHeightF = 0.015

   348   res4@gsFillColor   = color_fill4

   350   delete (color_fill4)

   351 ;-------------------------------------------------------------------

   352 ; for table value

   354   do n = 0,nrow-2

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

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

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

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

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

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

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

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

   363   end do

   365 ;    for the last row

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

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

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

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

   371      M_all = M_co2+ M_rad +M_lh + M_sh

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

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

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

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

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

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

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

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

   382      print (M_co2)

   383      print (M_rad)

   384      print (M_lh )

   385      print (M_sh)

   386      print (M_all)

   387 ;---------------------------------------------------------------------------

   389   plot_name = "table_site_score"

   391   wks = gsn_open_wks (plot_type,plot_name)

   392 ;------------------------------------------

   393 ; for table title

   395   gRes               = True

   396   gRes@txFontHeightF = 0.02

   397 ; gRes@txAngleF      = 90

   399   title_text = "Model  " + model_name +  "  M_Score"

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

   402 ;------------------------------------------

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

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

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

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

   409   frame(wks)

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

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

   413 ;-------------------------------------------------------------------

   414   temp_name = "temp." + model_name

   415   system("mkdir -p " + temp_name)

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

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

   418 ;-------------------------------------------------------------------

   420 end

author	Forrest Hoffman <forrest@climatemodeling.org>
	Mon, 26 Jan 2009 22:08:20 -0500
changeset 0	0c6405ab2ff4
permissions	-rw-r--r--