clamp: co2/43.metric+lines.ncl@0c6405ab2ff4

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

     2 ; using gsn_table for all

     3 ; combine 19.metric_plot.ncl and 24.lines.ncl

     4 ; ***********************************************

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

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

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

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

     9 ;************************************************

    10 begin

    11 ;************************************************

    12 ; read in data: observed

    13 ;************************************************

    14  diri  = "/fis/cgd/cseg/people/jeff/clamp_data/co2/"

    15  fili  = "co2_globalView_98.nc"

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

    17  val   = g->CO2_SEAS

    18  lon   = g->LON

    19  lat   = g->LAT

    20  sta   = chartostring(g->STATION)

    21  delete (g)

    23 ;print (sta(0))

    25  ncase = dimsizes(lat)

    26 ;print (ncase)

    28 ;**************************************************************

    29 ; get only the lowest level at each station

    30 ;**************************************************************

    31  lat_tmp = lat

    32  lat_tmp@_FillValue = 1.e+36

    34  do n = 0,ncase-1

    35     if (.not. ismissing(lat_tmp(n))) then

    36        indexes = ind(lat(n) .eq. lat .and. lon(n) .eq. lon)

    37        if (dimsizes(indexes) .gt. 1) then

    38           lat_tmp(indexes(1:)) = lat_tmp@_FillValue

    39        end if

    40        delete (indexes)

    41     end if

    42  end do

    44  indexes = ind(.not. ismissing(lat_tmp))

    45 ;print (dimsizes(indexes))

    46 ;print (indexes)

    48  lat_ob = lat(indexes)

    49  lon_ob = lon(indexes)

    50  val_ob = val(indexes,:)

    51 ;printVarSummary (val_ob)

    52 ;print (lat_ob +"/"+lon_ob)

    54 ;************************************************

    55 ; read in model data

    56 ;************************************************

    57   diri2 = "/fis/cgd/cseg/people/jeff/clamp_data/model/"

    58 ; fili2 = "b30.061m_401_425_MONS_climo_atm.nc"

    59   fili2 = "b30.061n_1995-2004_MONS_climo_atm.nc"

    61   g     = addfile(diri2+fili2,"r")

    62   x     = g->CO2

    63   xi    = g->lon

    64   yi    = g->lat

    65   xdim  = dimsizes(x)

    66   nlev  = xdim(1)

    67   y     = x(:,0,:,:)

    68 ; printVarSummary (y)

    70 ; get the co2 at the lowest level

    71   y     = x(:,nlev-1,:,:)

    73 ; change to unit of observed (u mol/mol)

    74 ; Model_units [=] kgCO2 / kgDryAir

    75 ; 28.966 = molecular weight of dry air

    76 ; 44.       = molecular weight of CO2

    77 ; u mol = 1e-6 mol

    79   factor = (28.966/44.) * 1e6

    80   y      = y * factor

    82   y@_FillValue = 1.e36

    83   y@units      = "u mol/mol"

    84 ; y = where(y0 .lt. 287.,y@_FillValue,y)

    85 ; printVarSummary (y)

    86 ; print (min(y)+"/"+max(y))

    88 ; interpolate into observed station

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

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

    92   print (yi(0))

    93   yi(0) = -90.

    95   i = ind(lon_ob .lt. 0.)

    96   lon_ob(i) = lon_ob(i) + 360.

    98   yo = linint2_points_Wrap(xi,yi,y,True,lon_ob,lat_ob,0)

   100   val_model = yo(pts|:,time|:)

   101   val_model_0 = val_model

   102 ; printVarSummary (val_model)

   103 ; print (min(val_model)+"/"+max(val_model))

   105 ; remove annual mean

   106   val_model = val_model - conform(val_model,dim_avg(val_model),0)

   107 ; print (min(val_model)+"/"+max(val_model))

   109   nzone = 4

   111 ;*******************************************************************

   112 ; for table -- zone

   113 ;*******************************************************************

   114 ; table header name

   115   table_header_name = "Zone"

   117 ; column (not including header column)

   118   col_header_zone = (/"Stations","Amplitude Ratio", \

   119                       "Correlation Coef","M score","Combined Score"/)

   120   ncol_zone       = dimsizes(col_header_zone )

   122 ; row (not including header row)

   123   row_header_zone = (/"60N-90N","30N-60N","EQ-30N","90S-EQ","Total"/)

   124   nrow_zone       = dimsizes(row_header_zone)

   126 ; arrays to be passed to table.

   127   value_zone = new ((/nrow_zone, ncol_zone/),string )

   128 ;--------------------------------------------------------------------

   130   table_length_zone = 0.4

   132 ; Table header

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

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

   135   y1    = (/0.900,0.995/)       ; Start and end Y

   136   text1 = table_header_name

   137   res1               = True

   138   res1@txFontHeightF = 0.03

   139   res1@gsFillColor   = "CornFlowerBlue"

   141 ; Column header (equally space in x2)

   142   ncr2  = (/1,ncol_zone/)         ; 1 rows, 5 columns

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

   144   y2    = y1                      ; same as y1

   145   text2 = col_header_zone

   146   res2               = True

   147   res2@txFontHeightF = 0.015

   148   res2@gsFillColor   = "Gray"

   150 ; Row header (equally space in y2)

   151   ncr3  = (/nrow_zone,1/)         ; 5 rows, 1 columns

   152   x3    = x1                      ; same as x1

   153   y3    = (/1.0-table_length_zone,0.900/) ; end at start of y1

   154   text3 = row_header_zone

   155   res3               = True

   156   res3@txFontHeightF = 0.02

   157   res3@gsFillColor   = "Gray"

   159 ; Main table body

   160   ncr4  = (/nrow_zone,ncol_zone/) ; 5 rows, 5 columns

   161   x4    = x2                      ; Start and end x

   162   y4    = y3                      ; Start and end Y

   163   text4 = new((/nrow_zone,ncol_zone/),string)

   165   color_fill4      = new((/nrow_zone,ncol_zone/),string)

   166   color_fill4      = "white"

   167   color_fill4(:,ncol_zone-1) = "grey"

   169   res4               = True       ; Set up resource list

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

   171   res4@txFontHeightF = 0.02

   172   res4@gsFillColor   = color_fill4

   174   delete (color_fill4)

   176 ;*******************************************************************

   177 ; for table -- station

   178 ;*******************************************************************

   179 ; column (not including header column)

   180   col_header_sta = (/"Latitude","Longitude","Amplitude Ratio", \

   181                       "Correlation Coef","M score","Combined Score"/)

   182   ncol_sta       = dimsizes(col_header_sta )

   183 ;-------------------------------------------------------------------

   185 ; Table header

   186   ncr5  = (/1,1/)               ; 1 row, 1 column

   187   x5    = (/0.005,0.15/)        ; Start and end X

   188   y5    = (/0.900,0.995/)       ; Start and end Y

   189   res5               = True

   190   res5@txFontHeightF = 0.02

   191   res5@gsFillColor   = "CornFlowerBlue"

   193 ; Column header (equally space in x2)

   194   ncr6  = (/1,ncol_sta/)         ; 1 rows, 5 columns

   195   x6    = (/x5(1),0.995/)          ; start from end of x1

   196   y6    = y5                      ; same as y1

   197   text6 = col_header_sta

   198   res6               = True

   199   res6@txFontHeightF = 0.012

   200   res6@gsFillColor   = "Gray"

   202 ; Row header (equally space in y2)

   204   res7               = True

   205   res7@txFontHeightF = 0.015

   206   res7@gsFillColor   = "Gray"

   207 ;--------------------------------------------------------------

   208 ; for station line plot

   210 ; for x-axis in xyplot

   211   mon = ispan(1,12,1)

   212   mon@long_name = "month"

   214   plot_type = "ps"

   215   plot_type_new = "png"

   217   res                   = True                      ; plot mods desired

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

   219   res@xyLineColors      = (/"red","black"/)  ; change line color

   221 ; Add a boxed legend using the more simple method

   223   res@pmLegendDisplayMode    = "Always"

   224 ; res@pmLegendWidthF         = 0.1

   225   res@pmLegendWidthF         = 0.08

   226   res@pmLegendHeightF        = 0.06

   227 ; res@pmLegendOrthogonalPosF = -1.17

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

   229   res@pmLegendOrthogonalPosF = -0.30  ;(downward)

   231 ; res@pmLegendParallelPosF   =  0.18

   232   res@pmLegendParallelPosF   =  0.23  ;(rightward)

   234 ; res@lgPerimOn             = False

   235   res@lgLabelFontHeightF     = 0.015

   236   res@xyExplicitLegendLabels = (/"b30.061n","observed"/)

   237 ;-------------------------------------------------------------------

   239   do z = 0,nzone-1

   241   if (z .eq. 0) then

   242 ;    maximum score for the zone, 60N-90N

   243      zone = "60N-90N"

   244      score_max = 5.0

   245 ;    index of stations in this zone

   246      ind_z = ind(lat_ob .ge. 60.)

   247 ;    print (ind_z)

   248 ;    print (lat_ob(ind_z)+"/"+lon_ob(ind_z))

   249 ;    print (val_ob(ind_z,:))

   250 ;    print (val_model(ind_z,:))

   251   end if

   253   if (z .eq. 1) then

   254 ;    maximum score for the zone, 30N-60N

   255      zone = "30N-60N"

   256      score_max = 5.0

   257 ;    index of stations in this zone

   258      ind_z = ind(lat_ob .ge. 30. .and. lat_ob .lt. 60.)

   259 ;    print (ind_z)

   260 ;    print (lat_ob(ind_z)+"/"+lon_ob(ind_z))

   261 ;    print (val_ob(ind_z,:))

   262 ;    print (val_model(ind_z,:))

   263   end if

   265   if (z .eq. 2) then

   266 ;    maximum score for the zone, EQ-30N

   267      zone = "EQ-30N"

   268      score_max = 5.0

   269 ;    index of stations in this zone

   270      ind_z = ind(lat_ob .ge. 0. .and. lat_ob .lt. 30.)

   271 ;    print (ind_z)

   272 ;    print (lat_ob(ind_z)+"/"+lon_ob(ind_z))

   273 ;    print (val_ob(ind_z,:))

   274 ;    print (val_model(ind_z,:))

   275   end if

   277   if (z .eq. 3) then

   278 ;    maximum score for the zone, 90S-EQ

   279      zone = "90S-EQ"

   280      score_max = 5.0

   281 ;    index of stations in this zone

   282      ind_z = ind(lat_ob .lt. 0. )

   283 ;    print (ind_z)

   284 ;    print (lat_ob(ind_z)+"/"+lon_ob(ind_z))

   285 ;    print (val_ob(ind_z,:))

   286 ;    print (val_model(ind_z,:))

   287   end if

   289  npts = dimsizes(ind_z)

   290  print (npts)

   291 ;-------------------------------------------------------------------------

   292 ; for metric table computation

   294  amp_ob        = new((/npts/),float)

   295  amp_model     = new((/npts/),float)

   297  amp_ratio_sta = new((/npts/),float)

   298  ccr_sta       = new((/npts/),float)

   299  M_sta         = new((/npts/),float)

   300  score_sta     = new((/npts/),float)

   302 ;----------------------

   303 ; for table -- station

   304 ;----------------------

   306 ; row (not including header row)

   307   nrow_sta       = npts

   309 ; Table header

   310   ncr5  = (/1,1/)               ; 1 row, 1 column

   311   x5    = (/0.005,0.15/)        ; Start and end X

   312   y5    = (/0.900,0.995/)       ; Start and end Y

   313   res5               = True

   314   res5@txFontHeightF = 0.02

   315   res5@gsFillColor   = "CornFlowerBlue"

   317 ; Column header (equally space in x2)

   318   ncr6  = (/1,ncol_sta/)         ; 1 rows, 5 columns

   319   x6    = (/x1(1),0.995/)          ; start from end of x1

   320   y6    = y1                      ; same as y1

   321   text6 = col_header_sta

   322   res6               = True

   323   res6@txFontHeightF = 0.012

   324   res6@gsFillColor   = "Gray"

   326 ; Row header (equally space in y2)

   327   ncr7  = (/nrow_sta,1/)         ; 5 rows, 1 columns

   328   x7    = x1                      ; same as x1

   329 ; y7    = (/1.0-table_length_sta,0.900/) ; end at start of y1

   330   text7 = new((/nrow_sta/),string)

   331   res7               = True

   332   res7@txFontHeightF = 0.015

   333   res7@gsFillColor   = "Gray"

   334 ;-------------------------------------------------------------------------

   335 ; for station line plot

   337   npts_str = ""

   338   npts_str = npts

   339 ; print (npts_str)

   341   plot_data   = new((/2,12,npts/),float)

   342   plot_data_0 = new((/12,npts/),float)

   344   plot_data!0 = "case"

   345   plot_data!1 = "month"

   346   plot_data!2 = "pts"

   347   plot_data@long_name   = "CO2 Seasonal"

   349   plot_data_0!0 = "month"

   350   plot_data_0!1 = "pts"

   351   plot_data_0@long_name = "CO2"

   352 ;--------------------------------------------------------------------------

   353  do n=0,npts-1

   354     amp_ob(n)    = max(val_ob(ind_z(n),:)) - min(val_ob(ind_z(n),:))

   355     amp_model(n) = max(val_model(ind_z(n),:)) - min(val_model(ind_z(n),:))

   357     amp_ratio_sta(n) = amp_model(n)/amp_ob(n)

   358     ccr_sta(n) = esccr(val_ob(ind_z(n),:),val_model(ind_z(n),:),0)

   359     M_sta(n) = 1.-abs(amp_ratio_sta(n)-1.)

   360     score_sta(n) = (ccr_sta(n)*ccr_sta(n) + M_sta(n))*0.5 * score_max

   362     print (sta(ind_z(n))+"/"+lat(ind_z(n))+"/"+lon(ind_z(n))+"/"+amp_ratio_sta(n)+"/"+ccr_sta(n)+"/"+M_sta(n)+"/"+score_sta(n))

   363 ;----------------------------------------------------------------------

   364 ; for station line plot

   366     plot_data(0,:,n) = (/val_model(ind_z(n),:)/)

   367     plot_data(1,:,n) = (/val_ob(ind_z(n),:)/)

   369     plot_data_0(:,n) = (/val_model_0(ind_z(n),:)/)

   371     plot_name = sta(ind_z(n))

   372     title = plot_name+"("+lat(ind_z(n))+","+lon(ind_z(n))+")"

   373 ;   print (title)

   374 ;   print (plot_name)

   376     wks = gsn_open_wks (plot_type,plot_name)   ; open workstation

   377 ;------------------------------------------

   378 ;   for panel plot

   380     plot=new(2,graphic)                        ; create graphic array

   381     res@gsnFrame     = False                   ; Do not draw plot

   382     res@gsnDraw      = False                   ; Do not advance frame

   384     pres                            = True     ; panel plot mods desired

   385     pres@gsnPanelYWhiteSpacePercent = 5        ; increase white space around

   386                                                ; indiv. plots in panel

   387     pres@gsnMaximize                = True     ; fill the page

   388 ;------------------------------------------

   389     res@tiMainString = title                           ; add title

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

   393     plot(1)=gsn_csm_xy(wks,mon,plot_data_0(:,n),res) ; create plot 2

   395     gsn_panel(wks,plot,(/2,1/),pres)                 ; create panel plot

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

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

   399     clear (wks)

   400 ;---------------------------------------------------------------------------

   401  end do

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

   403 ;   for line plot in a zone

   405     plot_name = "All_"+npts_str

   406     title = plot_name + " in "+ zone

   407 ;   print (title)

   408 ;   print (plot_name)

   410     wks = gsn_open_wks (plot_type,plot_name)        ; open workstation

   411 ;-----------------------------------------

   412 ;   for panel plot

   414     plot=new(2,graphic)                        ; create graphic array

   415     res@gsnFrame     = False                   ; Do not draw plot

   416     res@gsnDraw      = False                   ; Do not advance frame

   418     pres                            = True     ; panel plot mods desired

   419     pres@gsnPanelYWhiteSpacePercent = 5        ; increase white space around

   420                                                ; indiv. plots in panel

   421     pres@gsnMaximize                = True     ; fill the page

   422 ;-----------------------------------------

   423     res@tiMainString = title                                     ; add title

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

   427     plot(1) = gsn_csm_xy (wks,mon,dim_avg_Wrap(plot_data_0),res) ; create plot 2

   429     gsn_panel(wks,plot,(/2,1/),pres)                 ; create panel plot

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

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

   434     clear (wks)

   435 ;   delete (ind_z)

   436     delete (plot_data)

   437     delete (plot_data_0)

   438 ;---------------------------------------------------------------------------

   439 ; for zone table value

   441  amp_ratio_zone = avg(amp_ratio_sta)

   442  ccr_zone       = avg(ccr_sta)

   443  M_zone   = 1.- (sum(abs(amp_model-amp_ob)/(amp_model+amp_ob))/npts)

   444  score_zone   = (ccr_zone*ccr_zone + M_zone)*0.5 * score_max

   446  print (npts+"/"+amp_ratio_zone+"/"+ccr_zone+"/"+M_zone+"/"+score_zone)

   448   text4(z,0) = sprintf("%5.2f", npts)

   449   text4(z,1) = sprintf("%5.2f", amp_ratio_zone)

   450   text4(z,2) = sprintf("%5.2f", ccr_zone)

   451   text4(z,3) = sprintf("%5.2f", M_zone)

   452   text4(z,4) = sprintf("%5.2f", score_zone)

   453 ;---------------------------------------------------------------------------

   454 ; plot station table

   455 ;----------------------------------

   456 ; header value for station table

   457   text5  = zone

   459 ; row value for station table

   460   text7  = sta(ind_z)

   462   if (z .eq. 0) then

   463      table_length_sta = 0.5

   464   end if

   465   if (z .eq. 1) then

   466      table_length_sta = 0.995

   467   end if

   468   if (z .eq. 2) then

   469      table_length_sta = 0.8

   470   end if

   471   if (z .eq. 3) then

   472      table_length_sta = 0.8

   473   end if

   475   x7 = x5

   476   y7 = (/1.0-table_length_sta,0.900/) ; end at start of y1

   478 ; Main table body

   479   ncr8  = (/nrow_sta,ncol_sta/) ; 5 rows, 5 columns

   480   x8    = x6                      ; Start and end x

   481   y8    = y7                      ; Start and end Y

   482   text8 = new((/nrow_sta,ncol_sta/),string)

   484   color_fill8      = text8

   485   color_fill8      = "white"

   486   color_fill8(:,ncol_sta-1) = "grey"

   488   res8               = True       ; Set up resource list

   489   res8@gsnDebug      = True       ; Useful to print NDC row,col values used.

   490   res8@txFontHeightF = 0.02

   491   res8@gsFillColor   = color_fill8

   493   delete (color_fill8)

   495 ; table value for station table

   496   text8(:,0) = sprintf("%5.2f", (/lat(ind_z)/))

   497   text8(:,1) = sprintf("%5.2f", (/lon(ind_z)/))

   498   text8(:,2) = sprintf("%5.2f", (/amp_ratio_sta/))

   499   text8(:,3) = sprintf("%5.2f", (/ccr_sta/))

   500   text8(:,4) = sprintf("%5.2f", (/M_sta/))

   501   text8(:,5) = sprintf("%5.2f", (/score_sta/))

   503   plot_name = "table_sta." + zone

   505   wks = gsn_open_wks (plot_type,plot_name)   ; open workstation

   507   gsn_table(wks,ncr5,x5,y5,text5,res5)

   508   gsn_table(wks,ncr6,x6,y6,text6,res6)

   509   gsn_table(wks,ncr7,x7,y7,text7,res7)

   510   gsn_table(wks,ncr8,x8,y8,text8,res8)

   512   frame(wks)

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

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

   517  delete (ind_z)

   518  delete (amp_model)

   519  delete (amp_ob)

   520  delete (amp_ratio_sta)

   521  delete (ccr_sta)

   522  delete (M_sta)

   523  delete (score_sta)

   524  delete (text7)

   525  delete (text8)

   526  delete (res7)

   527  delete (res8)

   528  clear (wks)

   529  end do

   530 ;**************************************************

   531 ; plot zone table

   532 ;**************************************************

   534   text4(4,0) = sum(stringtofloat(text4(0:3,0)))

   535   text4(4,1) = 0.

   536   text4(4,2) = 0.

   537   text4(4,3) = 0.

   538   text4(4,4) = sum(stringtofloat(text4(0:3,4)))

   540   plot_name = "table_zone"

   541   wks = gsn_open_wks (plot_type,plot_name)   ; open workstation

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

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

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

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

   548   frame(wks)

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

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

   553 end

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