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ameriflux/22.plot.ncl
author Forrest Hoffman <forrest@climatemodeling.org>
Mon, 26 Jan 2009 22:08:20 -0500
changeset 0 0c6405ab2ff4
permissions -rw-r--r--
Initial commit of C-LAMP Diagnostics from Jeff Lee 
     1 ;************************************************************

     2 ; merge annual

     3 ; add table

     4 ; add time series plot

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

     6 ; find year_ob >= 4

     7 ; add year_ob_i and year_ob_f

     8 ; change long_name

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

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

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

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

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

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

    15 begin

    16 ; add line to ascci/html file

    17     

    18   nnewlines = dimsizes(newlines)

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

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

    21     return

    22   end if 

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

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

    25   nline = nline + nnewlines

    26   return 

    27 end

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

    29 begin

    30 

    31   plot_type     = "ps"

    32   plot_type_new = "png"

    33 

    34 ;************************************************

    35 ; model data info

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

    37   model = "cn"

    38 ; model = "casa"

    39   

    40   model_name = "i01.10" + model

    41   

    42   ENERGY ="new"

    43 

    44   nmonth = 12

    45 

    46 ;************************************************

    47 ; observed data info

    48 ;************************************************

    49 

    50  station = (/"ARM_Oklahoma" \

    51             ,"ARM_Oklahoma_burn" \

    52             ,"ARM_Oklahoma_control" \

    53             ,"Atqasuk" \

    54             ,"Audubon" \

    55             ,"AustinCary" \

    56             ,"Bartlett" \

    57             ,"Bondville" \

    58             ,"Brookings" \

    59             ,"Donaldson" \

    60             ,"Duke_Forest_Hardwoods" \

    61             ,"Duke_Forest_Open_Field" \

    62             ,"Duke_Forest_Pine" \

    63             ,"Fermi_Ag" \

    64             ,"Fermi_Prairie" \

    65             ,"Flagstaff_Managed" \

    66             ,"Flagstaff_Unmanaged" \

    67             ,"Flagstaff_Wildfire" \

    68             ,"FortPeck" \

    69             ,"FreemanRanch_mesquite" \

    70             ,"Goodwin_Creek" \

    71             ,"HarvardForest" \

    72             ,"HarvardForestHemlock" \

    73             ,"HowlandForestMain" \

    74             ,"HowlandForestWest" \

    75             ,"Ivotuk" \

    76             ,"KendallGrasslands" \

    77             ,"KennedySpaceCenterPine" \

    78             ,"KennedySpaceCenterScrub" \

    79             ,"LittleProspect" \

    80             ,"LostCreek" \

    81             ,"Mead-irrigated" \

    82             ,"Mead-irrigated-rotation" \

    83             ,"Mead-rainfed" \

    84             ,"Metolius_2nd_YoungPonderosaPine" \

    85             ,"MetoliusEyerly" \

    86             ,"MetoliusIntermediatePine" \

    87             ,"MetoliusOldPonderosaPine" \

    88             ,"MissouriOzark" \

    89             ,"Mize" \

    90             ,"MorganMonroe" \

    91             ,"NiwotRidge" \

    92             ,"NorthCarolina_cc" \

    93             ,"NorthCarolina_lp" \

    94             ,"ParkFalls" \

    95             ,"Rayonier" \

    96             ,"SantaRita" \

    97             ,"SkyOaks_Old" \

    98             ,"SkyOaks_PostFire" \

    99             ,"SkyOaks_Young" \

   100             ,"SylvaniaWilderness" \

   101             ,"Toledo" \

   102             ,"Tonzi" \

   103             ,"UCI_1850" \

   104             ,"UCI_1930" \

   105             ,"UCI_1964" \

   106             ,"UCI_1964wet" \

   107             ,"UCI_1981" \

   108             ,"UCI_1989" \

   109             ,"UCI_1998" \

   110             ,"UMBS" \

   111             ,"Vaira" \

   112             ,"WalkerBranch" \

   113             ,"WillowCreek" \

   114             ,"WindRiver" \

   115             ,"Wisconsin_ihw" \

   116             ,"Wisconsin_irp" \

   117             ,"Wisconsin_mrp" \

   118             ,"Wisconsin_myjp" \

   119             ,"Wisconsin_pb" \

   120             ,"Wisconsin_rpcc" \

   121             ,"Wisconsin_yhw" \

   122             ,"Wisconsin_yjp" \

   123             ,"Wisconsin_yrp" \

   124             /)

   125 

   126  year_ob = (/"2003-2006" \

   127             ,"2005-2006" \

   128             ,"2005-2006" \

   129             ,"1999-2006" \

   130             ,"2002-2006" \

   131             ,"2000-2005" \

   132             ,"2004-2005" \

   133             ,"1996-2006" \

   134             ,"2004-2006" \

   135             ,"1999-2004" \

   136             ,"2003-2005" \

   137             ,"2001-2005" \

   138             ,"2001-2005" \

   139             ,"2005-2006" \

   140             ,"2004-2006" \

   141             ,"2005-2006" \

   142             ,"2005-2006" \

   143             ,"2005-2006" \

   144             ,"2000-2006" \

   145             ,"2004-2006" \

   146             ,"2002-2006" \

   147             ,"1991-2004" \

   148             ,"2004-2004" \

   149             ,"1996-2004" \

   150             ,"1999-2004" \

   151             ,"2003-2006" \

   152             ,"2004-2006" \

   153             ,"2002-2002" \

   154             ,"2000-2006" \

   155             ,"2002-2005" \

   156             ,"2001-2005" \

   157             ,"2001-2005" \

   158             ,"2001-2005" \

   159             ,"2001-2005" \

   160             ,"2004-2005" \

   161             ,"2004-2005" \

   162             ,"2003-2005" \

   163             ,"1996-2000" \

   164             ,"2004-2006" \

   165             ,"1998-2004" \

   166             ,"1999-2005" \

   167             ,"1999-2003" \

   168             ,"2005-2006" \

   169             ,"2005-2006" \

   170             ,"1996-2003" \

   171             ,"1998-1998" \

   172             ,"2004-2006" \

   173             ,"1997-2006" \

   174             ,"2004-2006" \

   175             ,"1997-2006" \

   176             ,"2002-2006" \

   177             ,"2004-2005" \

   178             ,"2001-2006" \

   179             ,"2004-2005" \

   180             ,"2001-2005" \

   181             ,"2001-2005" \

   182             ,"2002-2004" \

   183             ,"2001-2005" \

   184             ,"2001-2005" \

   185             ,"2002-2005" \

   186             ,"1999-2003" \

   187             ,"2001-2006" \

   188             ,"1995-1999" \

   189             ,"1999-2005" \

   190             ,"1999-2004" \

   191             ,"2003-2003" \

   192             ,"2003-2003" \

   193             ,"2002-2005" \

   194             ,"2004-2004" \

   195             ,"2002-2002" \

   196             ,"2005-2005" \

   197             ,"2002-2002" \

   198             ,"2004-2005" \

   199             ,"2002-2002" \

   200             /)

   201 

   202  field   = (/"NEE Flux" \

   203             ,"Net Radiation" \

   204             ,"Latent Heat" \

   205             ,"Sensible Heat" \

   206             ,"GPP Flux" \

   207             ,"Respiration" \

   208             /)

   209 

   210  field_unit = (/"u mol/m2/s" \

   211                ,"W/m2" \

   212                ,"W/m2" \

   213                ,"W/m2" \

   214                ,"u mol/m2/s" \

   215                ,"u mol/m2/s" \

   216                /)

   217 

   218  nstation = dimsizes(station)

   219  nfield   = dimsizes(field)

   220 

   221 ;========================================================================

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

   223 ; and annual data

   224 

   225  dir_root = "/fis/cgd/cseg/people/jeff/clamp/ameriflux/data/"

   226 

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

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

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

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

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

   232 

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

   234 

   235  do n = 0, nstation-1

   236 

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

   238     filo = year_ob(n)+"_L4_m.nc"

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

   240  

   241     lat_ob(n) = fo->lat

   242     lon_ob(n) = fo->lon

   243 

   244     year      = fo->year

   245 

   246     year_station(n) = dimsizes(year)

   247     year_ob_i(n)    = year(0)

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

   249  

   250     delete (year)

   251  

   252     data = fo->NEE_or_fMDS

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

   254 

   255     data = fo->Rg_f

   256     data_ob_ann(1,:,n) = dim_avg(data(month|:,year|:))

   257 

   258     data = fo->LE_f

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

   260 

   261     data = fo->H_f

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

   263 

   264     data = fo->GPP_or_MDS

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

   266 

   267     data = fo->Reco_or

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

   269 

   270     delete (data) 

   271     delete (fo)   

   272  end do

   273 

   274 ;print (year_ob_i)

   275 ;print (year_ob_f)

   276 

   277 ;--------------------------------------------------------------

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

   279 

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

   281  

   282  station_long      = station(i_long_ob)

   283  lat_ob_long       = lat_ob(i_long_ob)

   284  lon_ob_long       = lat_ob(i_long_ob)

   285  year_ob_long      = year_ob(i_long_ob)

   286  year_ob_i_long    = year_ob_i(i_long_ob)

   287  year_ob_f_long    = year_ob_f(i_long_ob)

   288  year_station_long = year_station(i_long_ob)

   289 

   290  nstation_long     = dimsizes(station_long)

   291 

   292 ; print (i_long_ob)

   293 ; print (nstation_long)

   294 ; print (station_long)

   295 ; print (year_ob_i(i_long_ob))

   296 

   297 ;=========================================================

   298 ;   get model data at observed lat-lon

   299 

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

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

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

   303 

   304     xm   = fm->lon

   305     ym   = fm->lat 

   306     date = fm->date

   307 

   308     date_dim = dimsizes(date)

   309     nyear  = date_dim(0)

   310 

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

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

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

   314 

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

   316 ;   Model_units [=] gC/m2/s

   317 ;   12. = molecular weight of C

   318 ;   u mol = 1e-6 mol

   319 

   320     factor = 1.e6 /12.

   321 

   322 ;------------------------------------------------------------

   323 ;   interpolate model data into observed station

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

   325 

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

   327     ym(0) = -90.

   328 ;------------------------------------------------------------  

   329 

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

   331 

   332   data = fm->NEE

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

   334 

   335 ; data  = fm->LATENT

   336   data1 = fm->FCEV

   337   data2 = fm->FCTR

   338   data3 = fm->FGEV

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

   340   delete (data1)

   341   delete (data2)

   342   delete (data3)

   343 

   344 ; data = fm->SENSIBLE

   345   data  = fm->FSH

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

   347 

   348 ; data  = fm->NETRAD

   349   data1 = fm->FSA

   350   data2 = fm->FIRA

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

   352   delete (data1)

   353   delete (data2)

   354 

   355 else

   356 

   357   data = fm->NEE

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

   359   data_mod_ann(0,:,:)= dim_avg(yy(month|:,pts|:,year|:)) * factor

   360   data_mod(0,:,:,:) = yy(:,:,:) * factor

   361 

   362 ; printVarSummary(yy)

   363 

   364   data = fm->NETRAD

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

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

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

   368 

   369   data = fm->LATENT

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

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

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

   373 

   374 ; data = fm->SENSIBLE

   375   data = fm->FSH

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

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

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

   379 

   380 end if

   381 

   382   data = fm->GPP

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

   384   data_mod_ann(4,:,:)= dim_avg(yy(month|:,pts|:,year|:)) * factor

   385   data_mod(4,:,:,:) = yy(:,:,:) * factor 

   386 

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

   388      data = fm->ER

   389   else

   390      data1 = fm->AR

   391      data2 = fm->HR

   392      data  = data1 + data2

   393     

   394      delete (data1)

   395      delete (data2)

   396   end if

   397 

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

   399   data_mod_ann(5,:,:)= dim_avg(yy(month|:,pts|:,year|:)) * factor

   400   data_mod(5,:,:,:) = yy(:,:,:) * factor

   401 

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

   403 

   404   delete (data_mod)

   405   delete (fm) 

   406   delete (data)

   407   delete (yy)

   408 

   409 ;*******************************************************************

   410 ; for station line plot

   411 ;*******************************************************************

   412 

   413 ; for x-axis in xyplot

   414   mon = ispan(1,12,1)

   415   mon@long_name = "month"

   416 

   417   res                   = True               ; plot mods desired

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

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

   420 

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

   422 

   423 ;-------------------------------------------------------------------------

   424 ; Add a boxed legend using the more simple method

   425 

   426   res@pmLegendDisplayMode    = "Always"

   427 ; res@pmLegendWidthF         = 0.1

   428   res@pmLegendWidthF         = 0.08

   429   res@pmLegendHeightF        = 0.06

   430 ; res@pmLegendOrthogonalPosF = -1.17

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

   432   res@pmLegendOrthogonalPosF = -0.30  ;(downward)

   433 

   434 ; res@pmLegendParallelPosF   =  0.18

   435   res@pmLegendParallelPosF   =  0.23  ;(rightward)

   436 

   437 ; res@lgPerimOn             = False

   438   res@lgLabelFontHeightF     = 0.015

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

   440 ;-------------------------------------------------------------------

   441 ; for panel plot

   442   res@gsnFrame     = False                   ; Do not draw plot 

   443   res@gsnDraw      = False                   ; Do not advance frame

   444 

   445   pres                            = True     ; panel plot mods desired

   446   pres@gsnPanelYWhiteSpacePercent = 5        ; increase white space around

   447                                              ; indiv. plots in panel

   448   pres@gsnMaximize                = True     ; fill the page

   449 ;-------------------------------------------------------------------

   450 

   451 ;==============================================================

   452 ; get ob data at each site with long observation

   453 

   454   dir_root = "/fis/cgd/cseg/people/jeff/clamp/ameriflux/data/"

   455 

   456   do n = 0,nstation_long-1

   457 ; do n = 0,0

   458 

   459     year_setback = 0

   460 

   461     nyear = year_station_long(n)

   462 

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

   464        year_setback = 2006 -2004

   465     end if

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

   467        year_setback = 2005 -2004

   468     end if

   469     

   470     ntime = (nyear - year_setback) * nmonth

   471 

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

   473 

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

   475     filo = year_ob_long(n)+"_L4_m.nc"

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

   477 

   478 ;   print (diro)

   479 ;   print (filo)

   480 

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

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

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

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

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

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

   487 

   488     delete (fo)

   489 

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

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

   492     timeI = ispan(1,ntime,1)

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

   494     timeF@long_name = "year" 

   495 

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

   497  

   498 ;----------------------------

   499 ; for model_vs_ob

   500 

   501     plot_name = station_long(n)+"_tseries_vs_ob"

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

   503     res@tiMainString = title

   504 

   505     wks = gsn_open_wks (plot_type,plot_name)

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

   507 

   508     i_year_mod_i = year_ob_i_long(n) - 1990 

   509     i_year_mod_f = i_year_mod_i + nyear - 1 - year_setback

   510 

   511     i_year_ob_f =  nyear - year_setback - 1 

   512 

   513 ;   print (nyear)

   514 ;   print (i_year_ob_f)

   515 ;   print (i_year_mod_i)

   516 ;   print (i_year_mod_f)

   517 

   518     do i = 0,nfield-1                           

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

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

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

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

   523     end do

   524    

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

   526 

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

   528            "rm "+plot_name+"."+plot_type)

   529 

   530     clear (wks)  

   531     delete (plot)

   532 

   533     delete (data_ob)

   534     delete (timeI)    

   535     delete (timeF)

   536     delete (plot_data)

   537 

   538  end do

   539 

   540 ;###################################################################

   541 ; for the following tables,

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

   543 

   544   isort = dim_pqsort(lat_ob_long,-1)

   545 

   546   station_sort = station_long(isort)

   547   year_ob_sort = year_ob_long(isort)

   548   lat_ob_sort  = lat_ob_long(isort)

   549   lon_ob_sort  = lon_ob_long(isort)

   550  

   551 ; print(isort)

   552 ; print(lat_ob_sort)

   553 

   554 ;*******************************************************************

   555 ; html table of site: observed

   556 ;*******************************************************************

   557   output_html = "tseries_vs_ob.html"

   558 

   559   header = (/"<HTML>" \

   560             ,"<HEAD>" \

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

   562             ,"</HEAD>" \

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

   564             /) 

   565   footer = "</HTML>"

   566 

   567   table_header = (/ \

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

   569        ,"<tr>" \

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

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

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

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

   574        ,"</tr>" \

   575        /)

   576   table_footer = "</table>"

   577   row_header = "<tr>"

   578   row_footer = "</tr>"

   579 

   580   lines = new(50000,string)

   581   nline = 0

   582 

   583   set_line(lines,nline,header)

   584   set_line(lines,nline,table_header)

   585 ;-----------------------------------------------

   586 ; row of table

   587   

   588   do n = 0,nstation_long-1

   589 

   590      set_line(lines,nline,row_header)

   591 

   592      txt0 = station_sort(n)

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

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

   595      txt3 = year_ob_sort(n)

   596 

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

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

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

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

   601 

   602      set_line(lines,nline,row_footer)

   603   end do

   604 ;-----------------------------------------------

   605   set_line(lines,nline,table_footer)

   606   set_line(lines,nline,footer) 

   607 

   608 ; Now write to an HTML file.

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

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

   611     asciiwrite(output_html,lines(idx))

   612   else

   613    print ("error?")

   614   end if

   615   delete (idx)

   616 

   617   delete (isort)

   618   delete (station_sort)

   619   delete (year_ob_sort)

   620   delete (lat_ob_sort)

   621   delete (lon_ob_sort)

   622 

   623 ;************************************************************

   624 ; compute annual cycle correlation coef and M score

   625 ;************************************************************

   626 

   627  score_max = 5.

   628 

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

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

   631 

   632  do n=0,nstation-1

   633  do m=0,nfield-1   

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

   635     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))))

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

   637  end do

   638  end do

   639 

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

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

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

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

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

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

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

   647 

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

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

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

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

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

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

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

   655 

   656 ;*******************************************************************

   657 ; for station line plot

   658 ;*******************************************************************

   659 

   660 ; for x-axis in xyplot

   661   mon = ispan(1,12,1)

   662   mon@long_name = "month"

   663 

   664 ;-------------------------------------------------------------------

   665 

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

   667   plot_data!0 = "case"

   668   plot_data!1 = "month"

   669 

   670   do n = 0,nstation-1

   671 ;----------------------------

   672 ; for observed

   673 

   674     plot_name = station(n)+"_ob"    

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

   676     res@tiMainString = title

   677 

   678     wks = gsn_open_wks (plot_type,plot_name)

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

   680 

   681     do i = 0,nfield-1                           

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

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

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

   685     end do

   686 

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

   688 

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

   690            "rm "+plot_name+"."+plot_type)

   691 

   692     clear (wks)  

   693     delete (plot)

   694 ;----------------------------

   695 ; for model_vs_ob

   696 

   697     plot_name = station(n)+"_model_vs_ob"

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

   699     res@tiMainString = title

   700 

   701     wks = gsn_open_wks (plot_type,plot_name)

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

   703 

   704     do i = 0,nfield-1                           

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

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

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

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

   709     end do

   710    

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

   712 

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

   714            "rm "+plot_name+"."+plot_type)

   715 

   716     clear (wks)  

   717     delete (plot)

   718  end do

   719 

   720 ;###################################################################

   721 ; for the following tables,

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

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

   724 

   725   isort = dim_pqsort(lat_ob,-1)

   726 

   727   station_sort = station(isort)

   728   year_ob_sort = year_ob(isort)

   729   lat_ob_sort  = lat_ob(isort)

   730   lon_ob_sort  = lon_ob(isort)

   731   M_score_sort = M_score(isort,:)

   732  

   733 ; print(isort)

   734 ; print(lat_ob_sort)

   735 ;###################################################################

   736 ;*******************************************************************

   737 ; html table of site: observed

   738 ;*******************************************************************

   739   output_html = "line_ob.html"

   740 

   741   header = (/"<HTML>" \

   742             ,"<HEAD>" \

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

   744             ,"</HEAD>" \

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

   746             /) 

   747   footer = "</HTML>"

   748 

   749   table_header = (/ \

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

   751        ,"<tr>" \

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

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

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

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

   756        ,"</tr>" \

   757        /)

   758   table_footer = "</table>"

   759   row_header = "<tr>"

   760   row_footer = "</tr>"

   761 

   762   lines = new(50000,string)

   763   nline = 0

   764 

   765   set_line(lines,nline,header)

   766   set_line(lines,nline,table_header)

   767 ;-----------------------------------------------

   768 ; row of table

   769   

   770   do n = 0,nstation-1

   771      set_line(lines,nline,row_header)

   772 

   773      txt0 = station_sort(n)

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

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

   776      txt3 = year_ob_sort(n)

   777 

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

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

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

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

   782 

   783      set_line(lines,nline,row_footer)

   784   end do

   785 ;-----------------------------------------------

   786   set_line(lines,nline,table_footer)

   787   set_line(lines,nline,footer) 

   788 

   789 ; Now write to an HTML file.

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

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

   792     asciiwrite(output_html,lines(idx))

   793   else

   794    print ("error?")

   795   end if

   796   delete (idx)

   797 

   798 ;*******************************************************************

   799 ; score and line table : model vs observed

   800 ;*******************************************************************

   801   output_html = "score+line_vs_ob.html"

   802 

   803   header = (/"<HTML>" \

   804             ,"<HEAD>" \

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

   806             ,"</HEAD>" \

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

   808             /) 

   809   footer = "</HTML>"

   810 

   811   delete (table_header)

   812   table_header = (/ \

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

   814        ,"<tr>" \

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

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

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

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

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

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

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

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

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

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

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

   826        ,"</tr>" \

   827        /)

   828   table_footer = "</table>"

   829   row_header = "<tr>"

   830   row_footer = "</tr>"

   831 

   832   lines = new(50000,string)

   833   nline = 0

   834 

   835   set_line(lines,nline,header)

   836   set_line(lines,nline,table_header)

   837 ;-----------------------------------------------

   838 ; row of table

   839   

   840   do n = 0,nstation-1

   841      set_line(lines,nline,row_header)

   842 

   843      txt0  = station_sort(n)

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

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

   846      txt3  = year_ob_sort(n)

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

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

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

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

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

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

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

   854 

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

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

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

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

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

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

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

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

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

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

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

   866 

   867      set_line(lines,nline,row_footer)

   868   end do

   869 

   870 ; last row, summary

   871   set_line(lines,nline,row_header)

   872 

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

   874   txt1  = "-"

   875   txt2  = "-"

   876   txt3  = "-"

   877   txt4  = M_energy_co2

   878   txt5  = M_energy_rad

   879   txt6  = M_energy_lh

   880   txt7  = M_energy_sh

   881   txt8  = M_energy_gpp

   882   txt9  = M_energy_er

   883   txt10 = M_energy_all

   884 

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

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

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

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

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

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

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

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

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

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

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

   896 

   897   set_line(lines,nline,row_footer)

   898 ;-----------------------------------------------

   899   set_line(lines,nline,table_footer)

   900   set_line(lines,nline,footer) 

   901 

   902 ; Now write to an HTML file.

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

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

   905     asciiwrite(output_html,lines(idx))

   906   else

   907    print ("error?")

   908   end if

   909   delete (idx)

   910 

   911 ;***************************************************************************

   912 ; output plots

   913 ;***************************************************************************

   914   output_dir = model_name+"/ameriflux"

   915 

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

   917 ;***************************************************************************

   918 end

   919
clamp