clamp: ameriflux/25.plot.ncl@4be95183fbcd

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

     2 ; change data name to timeseries_L4_m.nc

     3 ; move data

     4 ; merge annual

     5 ; add table

     6 ; add time series plot

     7 ; sort by latitude in decending order (N->S)

     8 ; find year_ob >= 4

     9 ; add year_ob_i and year_ob_f

    10 ; change long_name

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

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

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

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

    15 ;************************************************************

    16 procedure set_line(lines:string,nline:integer,newlines:string)

    17 begin

    18 ; add line to ascci/html file

    20   nnewlines = dimsizes(newlines)

    21   if(nline+nnewlines-1.ge.dimsizes(lines))

    22     print("set_line: bad index, not setting anything.")

    23     return

    24   end if

    25   lines(nline:nline+nnewlines-1) = newlines

    26 ;  print ("lines = " + lines(nline:nline+nnewlines-1))

    27   nline = nline + nnewlines

    28   return

    29 end

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

    31 begin

    33   plot_type     = "ps"

    34   plot_type_new = "png"

    36 ;************************************************

    37 ; model data info

    38 ;************************************************

    39   model = "cn"

    40 ; model = "casa"

    42   model_name = "i01.10" + model

    44   ENERGY ="new"

    46   nmonth = 12

    48 ; for nee, gpp, and ar

    49 ; observed unit is gC/m2/day

    50 ; model    unit is gC/m2/s

    51 ; to change to observed unit,

    53   factor_flux = 86400.

    55 ; for incident solar radiation,

    56 ; observed Rg_f unit is MJ/m2/day

    57 ; model (FSDS)  unit is  W/m2

    58 ; to change to model unit,

    60   factor_rad = 1.e6/86400.

    62 ; model    unit is gC/m2/s

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

    64 ; 12. = molecular weight of C

    65 ; u mol = 1e-6 mol

    66 ; factor_flux = 1.e6 /12.

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

    69 ; observed data info

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

    72  station = (/"ARM_Oklahoma" \

    73             ,"ARM_Oklahoma_burn" \

    74             ,"ARM_Oklahoma_control" \

    75             ,"Atqasuk" \

    76             ,"Audubon" \

    77             ,"AustinCary" \

    78             ,"Bartlett" \

    79             ,"Bondville" \

    80             ,"Brookings" \

    81             ,"Donaldson" \

    82             ,"Duke_Forest_Hardwoods" \

    83             ,"Duke_Forest_Open_Field" \

    84             ,"Duke_Forest_Pine" \

    85             ,"Fermi_Ag" \

    86             ,"Fermi_Prairie" \

    87             ,"Flagstaff_Managed" \

    88             ,"Flagstaff_Unmanaged" \

    89             ,"Flagstaff_Wildfire" \

    90             ,"FortPeck" \

    91             ,"FreemanRanch_mesquite" \

    92             ,"Goodwin_Creek" \

    93             ,"HarvardForest" \

    94             ,"HarvardForestHemlock" \

    95             ,"HowlandForestMain" \

    96             ,"HowlandForestWest" \

    97             ,"Ivotuk" \

    98             ,"KendallGrasslands" \

    99             ,"KennedySpaceCenterPine" \

   100             ,"KennedySpaceCenterScrub" \

   101             ,"LittleProspect" \

   102             ,"LostCreek" \

   103             ,"Mead-irrigated" \

   104             ,"Mead-irrigated-rotation" \

   105             ,"Mead-rainfed" \

   106             ,"Metolius_2nd_YoungPonderosaPine" \

   107             ,"MetoliusEyerly" \

   108             ,"MetoliusIntermediatePine" \

   109             ,"MetoliusOldPonderosaPine" \

   110             ,"MissouriOzark" \

   111             ,"Mize" \

   112             ,"MorganMonroe" \

   113             ,"NiwotRidge" \

   114             ,"NorthCarolina_cc" \

   115             ,"NorthCarolina_lp" \

   116             ,"ParkFalls" \

   117             ,"Rayonier" \

   118             ,"SantaRita" \

   119             ,"SkyOaks_Old" \

   120             ,"SkyOaks_PostFire" \

   121             ,"SkyOaks_Young" \

   122             ,"SylvaniaWilderness" \

   123             ,"Toledo" \

   124             ,"Tonzi" \

   125             ,"UCI_1850" \

   126             ,"UCI_1930" \

   127             ,"UCI_1964" \

   128             ,"UCI_1964wet" \

   129             ,"UCI_1981" \

   130             ,"UCI_1989" \

   131             ,"UCI_1998" \

   132             ,"UMBS" \

   133             ,"Vaira" \

   134             ,"WalkerBranch" \

   135             ,"WillowCreek" \

   136             ,"WindRiver" \

   137             ,"Wisconsin_ihw" \

   138             ,"Wisconsin_irp" \

   139             ,"Wisconsin_mrp" \

   140             ,"Wisconsin_myjp" \

   141             ,"Wisconsin_pb" \

   142             ,"Wisconsin_rpcc" \

   143             ,"Wisconsin_yhw" \

   144             ,"Wisconsin_yjp" \

   145             ,"Wisconsin_yrp" \

   146             /)

   148  field   = (/"NEE Flux" \

   149             ,"Shortwave Incoming" \

   150             ,"Latent Heat" \

   151             ,"Sensible Heat" \

   152             ,"GPP Flux" \

   153             ,"Respiration" \

   154             /)

   156  field_unit = (/"gC/m2/day" \

   157                ,"W/m2" \

   158                ,"W/m2" \

   159                ,"W/m2" \

   160                ,"gC/m2/day" \

   161                ,"gC/m2/day" \

   162                /)

   164  nstation = dimsizes(station)

   165  nfield   = dimsizes(field)

   167 ;========================================================================

   168 ; get observed info: number of year, first/last year, lat, lon

   169 ; and annual data

   171  dir_root = "/fis/cgd/cseg/people/jeff/clamp_data/observed/ameriflux/"

   173  year_station = new ((/nstation/),integer) ; number of year

   174  year_ob      = new ((/nstation/),string)  ; observed year

   175  year_ob_i    = new ((/nstation/),integer) ; first year

   176  year_ob_f    = new ((/nstation/),integer) ; last year

   177  lat_ob       = new ((/nstation/),float)   ; latitude

   178  lon_ob       = new ((/nstation/),float)   ; longitude

   180  data_ob_ann  = new ((/nfield, nmonth, nstation/),float)

   182  do n = 0, nstation-1

   184     diro = dir_root + station(n)+"/"

   185     filo = "timeseries_L4_m.nc"

   186     fo   = addfile (diro+filo,"r")

   188     lat_ob(n) = fo->lat

   189     lon_ob(n) = fo->lon

   191     year      = fo->year

   193     year_station(n) = dimsizes(year)

   194     year_ob_i(n)    = year(0)

   195     year_ob_f(n)    = year(year_station(n)-1)

   196     year_ob(n)      = year_ob_i(n) + "-" + year_ob_f(n)

   198     delete (year)

   200     data = fo->NEE_or_fMDS

   201     data_ob_ann(0,:,n) = dim_avg(data(month|:,year|:))

   203     data = fo->Rg_f

   204     data_ob_ann(1,:,n) = dim_avg(data(month|:,year|:))*factor_rad

   206     data = fo->LE_f

   207     data_ob_ann(2,:,n) = dim_avg(data(month|:,year|:))

   209     data = fo->H_f

   210     data_ob_ann(3,:,n) = dim_avg(data(month|:,year|:))

   212     data = fo->GPP_or_MDS

   213     data_ob_ann(4,:,n) = dim_avg(data(month|:,year|:))

   215     data = fo->Reco_or

   216     data_ob_ann(5,:,n) = dim_avg(data(month|:,year|:))

   218     delete (data)

   219     delete (fo)

   220  end do

   222 ;print (year_ob_i)

   223 ;print (year_ob_f)

   225 ;--------------------------------------------------------------

   226 ; find (# of year observed) >=4 and year_ob_i <= 2001

   228  i_long_ob = ind(year_station .ge. 4 .and. year_ob_i .le. 2001)

   230  station_long      = station(i_long_ob)

   231  lat_ob_long       = lat_ob(i_long_ob)

   232  lon_ob_long       = lat_ob(i_long_ob)

   233  year_ob_long      = year_ob(i_long_ob)

   234  year_ob_i_long    = year_ob_i(i_long_ob)

   235  year_ob_f_long    = year_ob_f(i_long_ob)

   236  year_station_long = year_station(i_long_ob)

   238  nstation_long     = dimsizes(station_long)

   240 ; print (i_long_ob)

   241 ; print (nstation_long)

   242 ; print (station_long)

   243 ; print (year_ob_i(i_long_ob))

   245 ;=========================================================

   246 ;   get model data at observed lat-lon

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

   249     film = model_name+"_ameriflux_1990-2004_monthly.nc"

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

   252     xm   = fm->lon

   253     ym   = fm->lat

   254     date = fm->date

   256     date_dim = dimsizes(date)

   257     nyear  = date_dim(0)

   259     data_mod      = new ((/nfield,nyear,nmonth,nstation/),float)

   260     data_mod_ann  = new ((/nfield,nmonth,nstation/),float)

   261     data_mod_long = new ((/nfield,nyear,nmonth,nstation_long/),float)

   263 ;------------------------------------------------------------

   264 ;   interpolate model data into observed station

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

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

   268     ym(0) = -90.

   269 ;------------------------------------------------------------

   271 if (ENERGY .eq. "old") then

   273   data = fm->NEE

   274   data_mod(0,:,:,:) = data(:,:,:) * factor

   276 ; data  = fm->LATENT

   277   data1 = fm->FCEV

   278   data2 = fm->FCTR

   279   data3 = fm->FGEV

   280   data_mod(2,:,:,:) = data1(:,:,:)+data2(:,:,:)+data3(:,:,:)

   281   delete (data1)

   282   delete (data2)

   283   delete (data3)

   285 ; data = fm->SENSIBLE

   286   data  = fm->FSH

   287   data_mod(3,:,:,:) = data(:,:,:)

   289 ; data  = fm->NETRAD

   290   data1 = fm->FSA

   291   data2 = fm->FIRA

   292   data_mod(1,:,:,:) = data1(:,:,:)-data2(:,:,:)

   293   delete (data1)

   294   delete (data2)

   296 else

   298   data = fm->NEE

   299   yy = linint2_points_Wrap(xm,ym,data,True,lon_ob,lat_ob,0)

   300   data_mod_ann(0,:,:)= dim_avg(yy(month|:,pts|:,year|:)) * factor_flux

   301   data_mod(0,:,:,:) = yy(:,:,:) * factor_flux

   303 ; printVarSummary(yy)

   305 ; data = fm->NETRAD

   306   data = fm->FSDS

   307   yy = linint2_points_Wrap(xm,ym,data,True,lon_ob,lat_ob,0)

   308   data_mod_ann(1,:,:)= dim_avg(yy(month|:,pts|:,year|:))

   309   data_mod(1,:,:,:) = yy(:,:,:)

   311   data = fm->LATENT

   312   yy = linint2_points_Wrap(xm,ym,data,True,lon_ob,lat_ob,0)

   313   data_mod_ann(2,:,:)= dim_avg(yy(month|:,pts|:,year|:))

   314   data_mod(2,:,:,:) = yy(:,:,:)

   316 ; data = fm->SENSIBLE

   317   data = fm->FSH

   318   yy = linint2_points_Wrap(xm,ym,data,True,lon_ob,lat_ob,0)

   319   data_mod_ann(3,:,:)= dim_avg(yy(month|:,pts|:,year|:))

   320   data_mod(3,:,:,:) = yy(:,:,:)

   322 end if

   324   data = fm->GPP

   325   yy = linint2_points_Wrap(xm,ym,data,True,lon_ob,lat_ob,0)

   326   data_mod_ann(4,:,:)= dim_avg(yy(month|:,pts|:,year|:)) * factor_flux

   327   data_mod(4,:,:,:) = yy(:,:,:) * factor_flux

   329   if (model .eq. "cn") then

   330      data = fm->ER

   331   else

   332      data1 = fm->AR

   333      data2 = fm->HR

   334      data  = data1 + data2

   336      delete (data1)

   337      delete (data2)

   338   end if

   340   yy = linint2_points_Wrap(xm,ym,data,True,lon_ob,lat_ob,0)

   341   data_mod_ann(5,:,:)= dim_avg(yy(month|:,pts|:,year|:)) * factor_flux

   342   data_mod(5,:,:,:) = yy(:,:,:) * factor_flux

   344   data_mod_long(:,:,:,:) = data_mod(:,:,:,i_long_ob)

   346   delete (data_mod)

   347   delete (fm)

   348   delete (data)

   349   delete (yy)

   351 ;*******************************************************************

   352 ; for station line plot

   353 ;*******************************************************************

   355 ; for x-axis in xyplot

   356   mon = ispan(1,12,1)

   357   mon@long_name = "month"

   359   res                   = True               ; plot mods desired

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

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

   363   res@tmXBFormat  = "f"                      ; not to add trailing zeros

   365 ;-------------------------------------------------------------------------

   366 ; Add a boxed legend using the more simple method

   368   res@pmLegendDisplayMode    = "Always"

   369 ; res@pmLegendWidthF         = 0.1

   370   res@pmLegendWidthF         = 0.08

   371   res@pmLegendHeightF        = 0.06

   372 ; res@pmLegendOrthogonalPosF = -1.17

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

   374   res@pmLegendOrthogonalPosF = -0.30  ;(downward)

   376 ; res@pmLegendParallelPosF   =  0.18

   377   res@pmLegendParallelPosF   =  0.23  ;(rightward)

   379 ; res@lgPerimOn             = False

   380   res@lgLabelFontHeightF     = 0.015

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

   382 ;-------------------------------------------------------------------

   383 ; for panel plot

   384   res@gsnFrame     = False                   ; Do not draw plot

   385   res@gsnDraw      = False                   ; Do not advance frame

   387   pres                            = True     ; panel plot mods desired

   388   pres@gsnPanelYWhiteSpacePercent = 5        ; increase white space around

   389                                              ; indiv. plots in panel

   390   pres@gsnMaximize                = True     ; fill the page

   391 ;-------------------------------------------------------------------

   393 ;==============================================================

   394 ; get ob data at each site with long observation

   396   dir_root = "/fis/cgd/cseg/people/jeff/clamp_data/observed/ameriflux/"

   398   do n = 0,nstation_long-1

   399 ; do n = 0,0

   401     year_setback = 0

   403     nyear = year_station_long(n)

   405     if (year_ob_f_long(n).eq. 2006) then

   406        year_setback = 2006 -2004

   407     end if

   408     if (year_ob_f_long(n).eq. 2005) then

   409        year_setback = 2005 -2004

   410     end if

   412     ntime = (nyear - year_setback) * nmonth

   414     data_ob   = new ((/nfield, nyear, nmonth/),float)

   416     diro = dir_root + station_long(n)+"/"

   417     filo = "timeseries_L4_m.nc"

   418     fo   = addfile (diro+filo,"r")

   420 ;   print (diro)

   421 ;   print (filo)

   423     data_ob(0,:,:) = fo->NEE_or_fMDS

   424     data_ob(1,:,:) = fo->Rg_f

   425     data_ob(2,:,:) = fo->LE_f

   426     data_ob(3,:,:) = fo->H_f

   427     data_ob(4,:,:) = fo->GPP_or_MDS

   428     data_ob(5,:,:) = fo->Reco_or

   430     data_ob(1,:,:) = data_ob(1,:,:) * factor_rad

   432     delete (fo)

   434     timeI = new((/ntime/),integer)

   435     timeF = new((/ntime/),float)

   436     timeI = ispan(1,ntime,1)

   437     timeF = year_ob_i_long(n) + (timeI-1)/12.

   438     timeF@long_name = "year"

   440     plot_data = new((/2,ntime/),float)

   442 ;----------------------------

   443 ; for model_vs_ob

   445     plot_name = station_long(n)+"_tseries_vs_ob"

   446     title = station_long(n)+"("+sprintf("%5.2f",lat_ob_long(n))+","+sprintf("%5.2f",lon_ob_long(n))+")"

   447     res@tiMainString = title

   449     wks = gsn_open_wks (plot_type,plot_name)

   450     plot=new(nfield,graphic)                         ; create graphic array

   452     i_year_mod_i = year_ob_i_long(n) - 1990

   453     i_year_mod_f = i_year_mod_i + nyear - 1 - year_setback

   455     i_year_ob_f =  nyear - year_setback - 1

   457 ;   print (nyear)

   458 ;   print (i_year_ob_f)

   459 ;   print (i_year_mod_i)

   460 ;   print (i_year_mod_f)

   462     do i = 0,nfield-1

   463        plot_data(0,:) = ndtooned(data_ob (i,0:i_year_ob_f,:))

   464        plot_data(1,:) = ndtooned(data_mod_long(i,i_year_mod_i:i_year_mod_f,:,n))

   465        plot_data@long_name = field(i)+" ("+field_unit(i)+")"

   466        plot(i)=gsn_csm_xy(wks,timeF,plot_data,res)            ; create plot

   467     end do

   469     gsn_panel(wks,plot,(/3,2/),pres)                    ; create panel plot

   471     system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new+";"+ \

   472            "rm "+plot_name+"."+plot_type)

   474     clear (wks)

   475     delete (plot)

   477     delete (data_ob)

   478     delete (timeI)

   479     delete (timeF)

   480     delete (plot_data)

   482  end do

   484 ;###################################################################

   485 ; for the following tables,

   486 ; sort by latitude in decending order (N->S)

   488   isort = dim_pqsort(lat_ob_long,-1)

   490   station_sort = station_long(isort)

   491   year_ob_sort = year_ob_long(isort)

   492   lat_ob_sort  = lat_ob_long(isort)

   493   lon_ob_sort  = lon_ob_long(isort)

   495 ; print(isort)

   496 ; print(lat_ob_sort)

   498 ;*******************************************************************

   499 ; html table of site: observed

   500 ;*******************************************************************

   501   output_html = "tseries_vs_ob.html"

   503   header = (/"<HTML>" \

   504             ,"<HEAD>" \

   505             ,"<TITLE>CLAMP metrics</TITLE>" \

   506             ,"</HEAD>" \

   507             ,"<H1>Timeseries at Site: "+model_name+" vs Observation</H1>" \

   508             /)

   509   footer = "</HTML>"

   511   table_header = (/ \

   512         "<table border=1 cellspacing=0 cellpadding=3 width=60%>" \

   513        ,"<tr>" \

   514        ,"   <th bgcolor=DDDDDD >Site Name</th>" \

   515        ,"   <th bgcolor=DDDDDD >Latitude</th>" \

   516        ,"   <th bgcolor=DDDDDD >Longitude</th>" \

   517        ,"   <th bgcolor=DDDDDD >Observed</th>" \

   518        ,"</tr>" \

   519        /)

   520   table_footer = "</table>"

   521   row_header = "<tr>"

   522   row_footer = "</tr>"

   524   lines = new(50000,string)

   525   nline = 0

   527   set_line(lines,nline,header)

   528   set_line(lines,nline,table_header)

   529 ;-----------------------------------------------

   530 ; row of table

   532   do n = 0,nstation_long-1

   534      set_line(lines,nline,row_header)

   536      txt0 = station_sort(n)

   537      txt1 = sprintf("%5.2f", lat_ob_sort(n))

   538      txt2 = sprintf("%5.2f", lon_ob_sort(n))

   539      txt3 = year_ob_sort(n)

   541      set_line(lines,nline,"<th><a href="+txt0+"_tseries_vs_ob.png>"+txt0+"</a></th>")

   542      set_line(lines,nline,"<th>"+txt1+"</th>")

   543      set_line(lines,nline,"<th>"+txt2+"</th>")

   544      set_line(lines,nline,"<th>"+txt3+"</th>")

   546      set_line(lines,nline,row_footer)

   547   end do

   548 ;-----------------------------------------------

   549   set_line(lines,nline,table_footer)

   550   set_line(lines,nline,footer)

   552 ; Now write to an HTML file.

   553   idx = ind(.not.ismissing(lines))

   554   if(.not.any(ismissing(idx))) then

   555     asciiwrite(output_html,lines(idx))

   556   else

   557    print ("error?")

   558   end if

   559   delete (idx)

   561   delete (isort)

   562   delete (station_sort)

   563   delete (year_ob_sort)

   564   delete (lat_ob_sort)

   565   delete (lon_ob_sort)

   567 ;************************************************************

   568 ; compute annual cycle correlation coef and M score

   569 ;************************************************************

   571  score_max = 1.

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

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

   576  do n=0,nstation-1

   577  do m=0,nfield-1

   578     ccr(n,m) = esccr(data_ob_ann(m,:,n),data_mod_ann(m,:,n),0)

   579     bias = sum(abs(data_mod_ann(m,:,n)-data_ob_ann(m,:,n))/(abs(data_mod_ann(m,:,n))+abs(data_ob_ann(m,:,n))))

   580     M_score(n,m) = (1. -(bias/nmonth)) * score_max

   581  end do

   582  end do

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

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

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

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

   588  M_gpp = avg(M_score(:,4))

   589  M_er  = avg(M_score(:,5))

   590  M_all = M_co2+ M_rad +M_lh + M_sh + M_gpp + M_er

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

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

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

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

   596  M_energy_gpp = sprintf("%.2f", M_gpp)

   597  M_energy_er  = sprintf("%.2f", M_er )

   598  M_energy_all = sprintf("%.2f", M_all)

   600 ;*******************************************************************

   601 ; for station line plot

   602 ;*******************************************************************

   604 ; for x-axis in xyplot

   605   mon = ispan(1,12,1)

   606   mon@long_name = "month"

   608 ;-------------------------------------------------------------------

   610   plot_data   = new((/2,nmonth/),float)

   611   plot_data!0 = "case"

   612   plot_data!1 = "month"

   614   do n = 0,nstation-1

   615 ;----------------------------

   616 ; for observed

   618     plot_name = station(n)+"_ob"

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

   620     res@tiMainString = title

   622     wks = gsn_open_wks (plot_type,plot_name)

   623     plot=new(nfield,graphic)                        ; create graphic array

   625     do i = 0,nfield-1

   626        plot_data(0,:) = (/data_ob_ann(i,:,n)/)

   627        plot_data@long_name = field(i)+" ("+field_unit(i)+")"

   628        plot(i)=gsn_csm_xy(wks,mon,plot_data(0,:),res)    ; create plot

   629     end do

   631     gsn_panel(wks,plot,(/3,2/),pres)                 ; create panel plot

   633     system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new+";"+ \

   634            "rm "+plot_name+"."+plot_type)

   636     clear (wks)

   637     delete (plot)

   638 ;----------------------------

   639 ; for model_vs_ob

   641     plot_name = station(n)+"_model_vs_ob"

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

   643     res@tiMainString = title

   645     wks = gsn_open_wks (plot_type,plot_name)

   646     plot=new(nfield,graphic)                         ; create graphic array

   648     do i = 0,nfield-1

   649        plot_data(0,:) = (/data_ob_ann(i,:,n)/)

   650        plot_data(1,:) = (/data_mod_ann(i,:,n)/)

   651        plot_data@long_name = field(i)+" ("+field_unit(i)+")"

   652        plot(i)=gsn_csm_xy(wks,mon,plot_data,res)     ; create plot

   653     end do

   655     gsn_panel(wks,plot,(/3,2/),pres)                 ; create panel plot

   657     system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new+";"+ \

   658            "rm "+plot_name+"."+plot_type)

   660     clear (wks)

   661     delete (plot)

   662  end do

   664 ;###################################################################

   665 ; for the following tables,

   666 ; sort by latitude in decending order (N->S)

   667 ; sort by lat in decending order (N->S)

   669   isort = dim_pqsort(lat_ob,-1)

   671   station_sort = station(isort)

   672   year_ob_sort = year_ob(isort)

   673   lat_ob_sort  = lat_ob(isort)

   674   lon_ob_sort  = lon_ob(isort)

   675   M_score_sort = M_score(isort,:)

   677 ; print(isort)

   678 ; print(lat_ob_sort)

   679 ;###################################################################

   680 ;*******************************************************************

   681 ; html table of site: observed

   682 ;*******************************************************************

   683   output_html = "line_ob.html"

   685   header = (/"<HTML>" \

   686             ,"<HEAD>" \

   687             ,"<TITLE>CLAMP metrics</TITLE>" \

   688             ,"</HEAD>" \

   689             ,"<H1>Energy at Site: Observation</H1>" \

   690             /)

   691   footer = "</HTML>"

   693   table_header = (/ \

   694         "<table border=1 cellspacing=0 cellpadding=3 width=60%>" \

   695        ,"<tr>" \

   696        ,"   <th bgcolor=DDDDDD >Site Name</th>" \

   697        ,"   <th bgcolor=DDDDDD >Latitude</th>" \

   698        ,"   <th bgcolor=DDDDDD >Longitude</th>" \

   699        ,"   <th bgcolor=DDDDDD >Observed</th>" \

   700        ,"</tr>" \

   701        /)

   702   table_footer = "</table>"

   703   row_header = "<tr>"

   704   row_footer = "</tr>"

   706   lines = new(50000,string)

   707   nline = 0

   709   set_line(lines,nline,header)

   710   set_line(lines,nline,table_header)

   711 ;-----------------------------------------------

   712 ; row of table

   714   do n = 0,nstation-1

   715      set_line(lines,nline,row_header)

   717      txt0 = station_sort(n)

   718      txt1 = sprintf("%5.2f", lat_ob_sort(n))

   719      txt2 = sprintf("%5.2f", lon_ob_sort(n))

   720      txt3 = year_ob_sort(n)

   722      set_line(lines,nline,"<th><a href="+txt0+"_ob.png>"+txt0+"</a></th>")

   723      set_line(lines,nline,"<th>"+txt1+"</th>")

   724      set_line(lines,nline,"<th>"+txt2+"</th>")

   725      set_line(lines,nline,"<th>"+txt3+"</th>")

   727      set_line(lines,nline,row_footer)

   728   end do

   729 ;-----------------------------------------------

   730   set_line(lines,nline,table_footer)

   731   set_line(lines,nline,footer)

   733 ; Now write to an HTML file.

   734   idx = ind(.not.ismissing(lines))

   735   if(.not.any(ismissing(idx))) then

   736     asciiwrite(output_html,lines(idx))

   737   else

   738    print ("error?")

   739   end if

   740   delete (idx)

   742 ;*******************************************************************

   743 ; score and line table : model vs observed

   744 ;*******************************************************************

   745   output_html = "score+line_vs_ob.html"

   747   header = (/"<HTML>" \

   748             ,"<HEAD>" \

   749             ,"<TITLE>CLAMP metrics</TITLE>" \

   750             ,"</HEAD>" \

   751             ,"<H1>Energy at Site: Model "+model_name+"</H1>" \

   752             /)

   753   footer = "</HTML>"

   755   delete (table_header)

   756   table_header = (/ \

   757         "<table border=1 cellspacing=0 cellpadding=3 width=100%>" \

   758        ,"<tr>" \

   759        ,"   <th bgcolor=DDDDDD >Site Name</th>" \

   760        ,"   <th bgcolor=DDDDDD >Latitude</th>" \

   761        ,"   <th bgcolor=DDDDDD >Longitude</th>" \

   762        ,"   <th bgcolor=DDDDDD >Observed</th>" \

   763        ,"   <th bgcolor=DDDDDD >CO2 Flux</th>" \

   764        ,"   <th bgcolor=DDDDDD >Net Radiation</th>" \

   765        ,"   <th bgcolor=DDDDDD >Latent Heat</th>" \

   766        ,"   <th bgcolor=DDDDDD >Sensible Heat</th>" \

   767        ,"   <th bgcolor=DDDDDD >GPP Glux</th>" \

   768        ,"   <th bgcolor=DDDDDD >Respiration</th>" \

   769        ,"   <th bgcolor=DDDDDD >Average</th>" \

   770        ,"</tr>" \

   771        /)

   772   table_footer = "</table>"

   773   row_header = "<tr>"

   774   row_footer = "</tr>"

   776   lines = new(50000,string)

   777   nline = 0

   779   set_line(lines,nline,header)

   780   set_line(lines,nline,table_header)

   781 ;-----------------------------------------------

   782 ; row of table

   784   do n = 0,nstation-1

   785      set_line(lines,nline,row_header)

   787      txt0  = station_sort(n)

   788      txt1  = sprintf("%5.2f", lat_ob_sort(n))

   789      txt2  = sprintf("%5.2f", lon_ob_sort(n))

   790      txt3  = year_ob_sort(n)

   791      txt4  = sprintf("%5.2f", M_score_sort(n,0))

   792      txt5  = sprintf("%5.2f", M_score_sort(n,1))

   793      txt6  = sprintf("%5.2f", M_score_sort(n,2))

   794      txt7  = sprintf("%5.2f", M_score_sort(n,3))

   795      txt8  = sprintf("%5.2f", M_score_sort(n,4))

   796      txt9  = sprintf("%5.2f", M_score_sort(n,5))

   797      txt10 = sprintf("%5.2f", avg(M_score_sort(n,:)))

   799      set_line(lines,nline,"<th><a href="+txt0+"_model_vs_ob.png>"+txt0+"</a></th>")

   800      set_line(lines,nline,"<th>"+txt1+"</th>")

   801      set_line(lines,nline,"<th>"+txt2+"</th>")

   802      set_line(lines,nline,"<th>"+txt3+"</th>")

   803      set_line(lines,nline,"<th>"+txt4+"</th>")

   804      set_line(lines,nline,"<th>"+txt5+"</th>")

   805      set_line(lines,nline,"<th>"+txt6+"</th>")

   806      set_line(lines,nline,"<th>"+txt7+"</th>")

   807      set_line(lines,nline,"<th>"+txt8+"</th>")

   808      set_line(lines,nline,"<th>"+txt9+"</th>")

   809      set_line(lines,nline,"<th>"+txt10+"</th>")

   811      set_line(lines,nline,row_footer)

   812   end do

   814 ; last row, summary

   815   set_line(lines,nline,row_header)

   817   txt0  = "All_"+sprintf("%.0f", nstation)

   818   txt1  = "-"

   819   txt2  = "-"

   820   txt3  = "-"

   821   txt4  = M_energy_co2

   822   txt5  = M_energy_rad

   823   txt6  = M_energy_lh

   824   txt7  = M_energy_sh

   825   txt8  = M_energy_gpp

   826   txt9  = M_energy_er

   827   txt10 = M_energy_all

   829   set_line(lines,nline,"<th>"+txt0+"</th>")

   830   set_line(lines,nline,"<th>"+txt1+"</th>")

   831   set_line(lines,nline,"<th>"+txt2+"</th>")

   832   set_line(lines,nline,"<th>"+txt3+"</th>")

   833   set_line(lines,nline,"<th>"+txt4+"</th>")

   834   set_line(lines,nline,"<th>"+txt5+"</th>")

   835   set_line(lines,nline,"<th>"+txt6+"</th>")

   836   set_line(lines,nline,"<th>"+txt7+"</th>")

   837   set_line(lines,nline,"<th>"+txt8+"</th>")

   838   set_line(lines,nline,"<th>"+txt9+"</th>")

   839   set_line(lines,nline,"<th>"+txt10+"</th>")

   841   set_line(lines,nline,row_footer)

   842 ;-----------------------------------------------

   843   set_line(lines,nline,table_footer)

   844   set_line(lines,nline,footer)

   846 ; Now write to an HTML file.

   847   idx = ind(.not.ismissing(lines))

   848   if(.not.any(ismissing(idx))) then

   849     asciiwrite(output_html,lines(idx))

   850   else

   851    print ("error?")

   852   end if

   853   delete (idx)

   855 ;***************************************************************************

   856 ; output plots

   857 ;***************************************************************************

   858   output_dir = model_name+"/ameriflux"

   860   system("mv *.png *.html " + output_dir)

   861 ;***************************************************************************

   862 end

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