ameriflux/17.plot.ncl
author Forrest Hoffman <forrest@climatemodeling.org>
Thu, 26 Mar 2009 14:02:21 -0400
changeset 1 4be95183fbcd
permissions -rw-r--r--
Modifications to scoring and graphics production for the final version of code for the C-LAMP paper in GCB.
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;************************************************************
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; add time series plot
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; sort by latitude in decending order (N->S)
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; find year_ob >= 4
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; add year_ob_i and year_ob_f
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; change long_name
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;************************************************************
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load "$NCARG_ROOT/lib/ncarg/nclscripts/csm/gsn_code.ncl"
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load "$NCARG_ROOT/lib/ncarg/nclscripts/csm/gsn_csm.ncl"
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load "$NCARG_ROOT/lib/ncarg/nclscripts/csm/contributed.ncl"
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;************************************************************
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procedure set_line(lines:string,nline:integer,newlines:string) 
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begin
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; add line to ascci/html file
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  nnewlines = dimsizes(newlines)
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  if(nline+nnewlines-1.ge.dimsizes(lines))
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    print("set_line: bad index, not setting anything.") 
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    return
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  end if 
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  lines(nline:nline+nnewlines-1) = newlines
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;  print ("lines = " + lines(nline:nline+nnewlines-1))
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  nline = nline + nnewlines
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  return 
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end
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;*************************************************************
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begin
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  plot_type     = "ps"
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  plot_type_new = "png"
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;************************************************
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; read model data
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;************************************************
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  model = "cn"
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; model = "casa"
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  model_name = "i01.10" + model
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; change to unit of observed (u mol/m2/s)
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; Model_units [=] gC/m2/s
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; 12. = molecular weight of C
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; u mol = 1e-6 mol
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  factor = 1e6 /12.
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  ENERGY ="new"
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;************************************************
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; read data: observed
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;************************************************
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 station = (/"ARM_Oklahoma" \
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            ,"ARM_Oklahoma_burn" \
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            ,"ARM_Oklahoma_control" \
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            ,"Atqasuk" \
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            ,"Audubon" \
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            ,"AustinCary" \
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            ,"Bartlett" \
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            ,"Bondville" \
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            ,"Brookings" \
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            ,"Donaldson" \
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            ,"Duke_Forest_Hardwoods" \
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            ,"Duke_Forest_Open_Field" \
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            ,"Duke_Forest_Pine" \
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            ,"Fermi_Ag" \
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            ,"Fermi_Prairie" \
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            ,"Flagstaff_Managed" \
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            ,"Flagstaff_Unmanaged" \
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            ,"Flagstaff_Wildfire" \
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            ,"FortPeck" \
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            ,"FreemanRanch_mesquite" \
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            ,"Goodwin_Creek" \
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            ,"HarvardForest" \
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            ,"HarvardForestHemlock" \
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            ,"HowlandForestMain" \
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            ,"HowlandForestWest" \
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            ,"Ivotuk" \
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            ,"KendallGrasslands" \
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            ,"KennedySpaceCenterPine" \
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            ,"KennedySpaceCenterScrub" \
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            ,"LittleProspect" \
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            ,"LostCreek" \
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            ,"Mead-irrigated" \
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            ,"Mead-irrigated-rotation" \
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            ,"Mead-rainfed" \
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            ,"Metolius_2nd_YoungPonderosaPine" \
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            ,"MetoliusEyerly" \
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            ,"MetoliusIntermediatePine" \
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            ,"MetoliusOldPonderosaPine" \
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            ,"MissouriOzark" \
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            ,"Mize" \
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            ,"MorganMonroe" \
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            ,"NiwotRidge" \
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            ,"NorthCarolina_cc" \
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            ,"NorthCarolina_lp" \
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            ,"ParkFalls" \
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            ,"Rayonier" \
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            ,"SantaRita" \
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            ,"SkyOaks_Old" \
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            ,"SkyOaks_PostFire" \
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            ,"SkyOaks_Young" \
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            ,"SylvaniaWilderness" \
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            ,"Toledo" \
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            ,"Tonzi" \
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            ,"UCI_1850" \
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            ,"UCI_1930" \
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            ,"UCI_1964" \
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            ,"UCI_1964wet" \
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            ,"UCI_1981" \
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            ,"UCI_1989" \
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            ,"UCI_1998" \
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            ,"UMBS" \
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            ,"Vaira" \
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            ,"WalkerBranch" \
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            ,"WillowCreek" \
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            ,"WindRiver" \
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            ,"Wisconsin_ihw" \
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            ,"Wisconsin_irp" \
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            ,"Wisconsin_mrp" \
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            ,"Wisconsin_myjp" \
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            ,"Wisconsin_pb" \
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            ,"Wisconsin_rpcc" \
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            ,"Wisconsin_yhw" \
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            ,"Wisconsin_yjp" \
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            ,"Wisconsin_yrp" \
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            /)
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 year_ob = (/"2003-2006" \
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            ,"2005-2006" \
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            ,"2005-2006" \
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            ,"1999-2006" \
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            ,"2002-2006" \
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            ,"2000-2005" \
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            ,"2004-2005" \
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            ,"1996-2006" \
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            ,"2004-2006" \
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            ,"1999-2004" \
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            ,"2003-2005" \
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            ,"2001-2005" \
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            ,"2001-2005" \
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            ,"2005-2006" \
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            ,"2004-2006" \
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            ,"2005-2006" \
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            ,"2005-2006" \
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            ,"2005-2006" \
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            ,"2000-2006" \
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            ,"2004-2006" \
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            ,"2002-2006" \
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            ,"1991-2004" \
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            ,"2004-2004" \
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            ,"1996-2004" \
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            ,"1999-2004" \
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            ,"2003-2006" \
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            ,"2004-2006" \
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            ,"2002-2002" \
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            ,"2000-2006" \
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            ,"2002-2005" \
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            ,"2001-2005" \
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            ,"2001-2005" \
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            ,"2001-2005" \
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            ,"2001-2005" \
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            ,"2004-2005" \
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            ,"2004-2005" \
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            ,"2003-2005" \
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            ,"1996-2000" \
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            ,"2004-2006" \
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            ,"1998-2004" \
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            ,"1999-2005" \
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            ,"1999-2003" \
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            ,"2005-2006" \
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            ,"2005-2006" \
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            ,"1996-2003" \
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            ,"1998-1998" \
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            ,"2004-2006" \
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            ,"1997-2006" \
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            ,"2004-2006" \
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            ,"1997-2006" \
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            ,"2002-2006" \
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            ,"2004-2005" \
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            ,"2001-2006" \
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            ,"2004-2005" \
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            ,"2001-2005" \
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            ,"2001-2005" \
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            ,"2002-2004" \
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            ,"2001-2005" \
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            ,"2001-2005" \
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            ,"2002-2005" \
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            ,"1999-2003" \
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            ,"2001-2006" \
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            ,"1995-1999" \
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            ,"1999-2005" \
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            ,"1999-2004" \
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            ,"2003-2003" \
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            ,"2003-2003" \
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            ,"2002-2005" \
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            ,"2004-2004" \
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            ,"2002-2002" \
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            ,"2005-2005" \
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            ,"2002-2002" \
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            ,"2004-2005" \
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            ,"2002-2002" \
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            /)
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 year_ob_i = (/2003 \
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            ,2005 \
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            ,2005 \
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            ,1999 \
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            ,2002 \
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            ,2000 \
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            ,2004 \
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            ,1996 \
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            ,2004 \
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   213
            ,1999 \
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   214
            ,2003 \
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   215
            ,2001 \
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   216
            ,2001 \
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   217
            ,2005 \
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   218
            ,2004 \
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   219
            ,2005 \
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   220
            ,2005 \
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            ,2005 \
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   222
            ,2000 \
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   223
            ,2004 \
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   224
            ,2002 \
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   225
            ,1991 \
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            ,2004 \
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            ,1996 \
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   228
            ,1999 \
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   229
            ,2003 \
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            ,2004 \
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            ,2002 \
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            ,2000 \
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            ,2002 \
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            ,2001 \
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            ,2001 \
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   236
            ,2001 \
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   237
            ,2001 \
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   238
            ,2004 \
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   239
            ,2004 \
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   240
            ,2003 \
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   241
            ,1996 \
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   242
            ,2004 \
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   243
            ,1998 \
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   244
            ,1999 \
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   245
            ,1999 \
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   246
            ,2005 \
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   247
            ,2005 \
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   248
            ,1996 \
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   249
            ,1998 \
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   250
            ,2004 \
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   251
            ,1997 \
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   252
            ,2004 \
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   253
            ,1997 \
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   254
            ,2002 \
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   255
            ,2004 \
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   256
            ,2001 \
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   257
            ,2004 \
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   258
            ,2001 \
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   259
            ,2001 \
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   260
            ,2002 \
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   261
            ,2001 \
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   262
            ,2001 \
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   263
            ,2002 \
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   264
            ,1999 \
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   265
            ,2001 \
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   266
            ,1995 \
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   267
            ,1999 \
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   268
            ,1999 \
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   269
            ,2003 \
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   270
            ,2003 \
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   271
            ,2002 \
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   272
            ,2004 \
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   273
            ,2002 \
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   274
            ,2005 \
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            ,2002 \
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            ,2004 \
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            ,2002 \
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            /)
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 year_ob_f = (/2006 \
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            ,2006 \
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            ,2006 \
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            ,2006 \
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   284
            ,2006 \
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   285
            ,2005 \
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   286
            ,2005 \
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   287
            ,2006 \
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   288
            ,2006 \
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   289
            ,2004 \
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   290
            ,2005 \
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   291
            ,2005 \
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   292
            ,2005 \
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   293
            ,2006 \
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   294
            ,2006 \
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   295
            ,2006 \
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   296
            ,2006 \
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   297
            ,2006 \
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   298
            ,2006 \
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   299
            ,2006 \
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   300
            ,2006 \
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   301
            ,2004 \
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   302
            ,2004 \
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   303
            ,2004 \
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            ,2004 \
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            ,2006 \
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            ,2006 \
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   307
            ,2002 \
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            ,2006 \
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            ,2005 \
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            ,2005 \
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            ,2005 \
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   312
            ,2005 \
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            ,2005 \
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   314
            ,2005 \
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   315
            ,2005 \
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            ,2005 \
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   317
            ,2000 \
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   318
            ,2006 \
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   319
            ,2004 \
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   320
            ,2005 \
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   321
            ,2003 \
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   322
            ,2006 \
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   323
            ,2006 \
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   324
            ,2003 \
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   325
            ,1998 \
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   326
            ,2006 \
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   327
            ,2006 \
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   328
            ,2006 \
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   329
            ,2006 \
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   330
            ,2006 \
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   331
            ,2005 \
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   332
            ,2006 \
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   333
            ,2005 \
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   334
            ,2005 \
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   335
            ,2005 \
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   336
            ,2004 \
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   337
            ,2005 \
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   338
            ,2005 \
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   339
            ,2005 \
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   340
            ,2003 \
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   341
            ,2006 \
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   342
            ,1999 \
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   343
            ,2005 \
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   344
            ,2004 \
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   345
            ,2003 \
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   346
            ,2003 \
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   347
            ,2005 \
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   348
            ,2004 \
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   349
            ,2002 \
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   350
            ,2005 \
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   351
            ,2002 \
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   352
            ,2005 \
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   353
            ,2002 \
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   354
            /)
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   355
forrest@0
   356
 field   = (/"NEE Flux" \
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   357
            ,"Net Radiation" \
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   358
            ,"Latent Heat" \
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   359
            ,"Sensible Heat" \
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   360
            ,"GPP Flux" \
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   361
            ,"Respiration" \
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   362
            /)
forrest@0
   363
forrest@0
   364
 field_unit = (/"u mol/m2/s" \
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   365
               ,"W/m2" \
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   366
               ,"W/m2" \
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   367
               ,"W/m2" \
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   368
               ,"u mol/m2/s" \
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   369
               ,"u mol/m2/s" \
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   370
               /)
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   371
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   372
 nfield = dimsizes(field)
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   373
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   374
;========================================================================
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   375
; find (# of year observed) >=4 and year_ob_i <= 2001
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   377
 dir_root = "/fis/cgd/cseg/people/jeff/clamp/ameriflux/data/"
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   378
 
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   379
 nstation = dimsizes(station)
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   380
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   381
 year_station = new ((/nstation/),integer)
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   382
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   383
 do n = 0,nstation-1
forrest@0
   384
forrest@0
   385
    diro = dir_root + station(n)+"/"
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   386
    filo = year_ob_i(n)+"-"+year_ob_f(n)+"_L4_m.nc"
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   387
    fo   = addfile (diro+filo,"r")
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   388
 
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   389
    year = fo->year
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   390
    year_station(n) = dimsizes(year)
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   391
    delete (year) 
forrest@0
   392
    
forrest@0
   393
 end do
forrest@0
   394
forrest@0
   395
 delete (fo)
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   396
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   397
 i_long_ob = ind(year_station .ge. 4 .and. year_ob_i .le. 2001)
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   398
 
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   399
 station_long = station(i_long_ob)
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   400
 year_ob_long = year_ob(i_long_ob)
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   401
 year_ob_i_long = year_ob_i(i_long_ob)
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   402
 year_ob_f_long = year_ob_f(i_long_ob)
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   403
 year_station_long = year_station(i_long_ob)
forrest@0
   404
forrest@0
   405
 nstation  = dimsizes(station_long)
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   406
; print (nstation)
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   407
; print (i_long_ob)
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   408
; print (year_ob_i(i_long_ob))
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   409
; print (station_long)
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   410
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   411
;========================================================================
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   412
; get observed lat and lon
forrest@0
   413
forrest@0
   414
 dir_root = "/fis/cgd/cseg/people/jeff/clamp/ameriflux/data/"
forrest@0
   415
forrest@0
   416
 lat_ob    = new ((/nstation/),float)
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   417
 lon_ob    = new ((/nstation/),float)
forrest@0
   418
forrest@0
   419
 do n = 0,nstation-1
forrest@0
   420
forrest@0
   421
    diro = dir_root + station_long(n)+"/"
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   422
    filo = year_ob_i_long(n)+"-"+year_ob_f_long(n)+"_L4_m.nc"
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   423
    fo   = addfile (diro+filo,"r")
forrest@0
   424
forrest@0
   425
;   print (diro)
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   426
;   print (filo)
forrest@0
   427
 
forrest@0
   428
    lon_ob(n) = fo->lon 
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   429
    lat_ob(n) = fo->lat
forrest@0
   430
forrest@0
   431
    delete (fo)
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   432
    
forrest@0
   433
 end do
forrest@0
   434
forrest@0
   435
;=========================================================
forrest@0
   436
;   get model data at observed lat-lon
forrest@0
   437
forrest@0
   438
    dirm = "/fis/cgd/cseg/people/jeff/clamp_data/model/"    
forrest@0
   439
    film = model_name+"_ameriflux_1990-2004_monthly.nc"
forrest@0
   440
    fm   = addfile (dirm+film,"r")
forrest@0
   441
forrest@0
   442
    xm   = fm->lon
forrest@0
   443
    ym   = fm->lat 
forrest@0
   444
    date = fm->date
forrest@0
   445
forrest@0
   446
    date_dim = dimsizes(date)
forrest@0
   447
    nyear  = date_dim(0)
forrest@0
   448
forrest@0
   449
    nmonth =12
forrest@0
   450
forrest@0
   451
    data_mod = new ((/nfield,nyear,nmonth,nstation/),float)
forrest@0
   452
forrest@0
   453
;************************************************************
forrest@0
   454
; interpolate model data into observed station
forrest@0
   455
; note: model is 0-360E, 90S-90N
forrest@0
   456
;************************************************************
forrest@0
   457
forrest@0
   458
;   to be able to handle observation at (-89.98,-24.80)
forrest@0
   459
    ym(0) = -90.  
forrest@0
   460
forrest@0
   461
if (ENERGY .eq. "old") then
forrest@0
   462
forrest@0
   463
  data = fm->NEE
forrest@0
   464
  data_mod(0,:,:,:) = data(:,:,:) * factor
forrest@0
   465
forrest@0
   466
; data  = fm->LATENT
forrest@0
   467
  data1 = fm->FCEV
forrest@0
   468
  data2 = fm->FCTR
forrest@0
   469
  data3 = fm->FGEV
forrest@0
   470
  data_mod(2,:,:,:) = data1(:,:,:)+data2(:,:,:)+data3(:,:,:) 
forrest@0
   471
  delete (data1)
forrest@0
   472
  delete (data2)
forrest@0
   473
  delete (data3)
forrest@0
   474
forrest@0
   475
; data = fm->SENSIBLE
forrest@0
   476
  data  = fm->FSH
forrest@0
   477
  data_mod(3,:,:,:) = data(:,:,:) 
forrest@0
   478
forrest@0
   479
; data  = fm->NETRAD
forrest@0
   480
  data1 = fm->FSA
forrest@0
   481
  data2 = fm->FIRA
forrest@0
   482
  data_mod(1,:,:,:) = data1(:,:,:)-data2(:,:,:) 
forrest@0
   483
  delete (data1)
forrest@0
   484
  delete (data2)
forrest@0
   485
forrest@0
   486
else
forrest@0
   487
forrest@0
   488
  data = fm->NEE
forrest@0
   489
  yy = linint2_points_Wrap(xm,ym,data,True,lon_ob,lat_ob,0)
forrest@0
   490
  data_mod(0,:,:,:) = yy(:,:,:) * factor
forrest@0
   491
forrest@0
   492
  data = fm->NETRAD
forrest@0
   493
  yy = linint2_points_Wrap(xm,ym,data,True,lon_ob,lat_ob,0)
forrest@0
   494
  data_mod(1,:,:,:) = yy(:,:,:) 
forrest@0
   495
forrest@0
   496
  data = fm->LATENT
forrest@0
   497
  yy = linint2_points_Wrap(xm,ym,data,True,lon_ob,lat_ob,0)
forrest@0
   498
  data_mod(2,:,:,:) = yy(:,:,:) 
forrest@0
   499
forrest@0
   500
; data = fm->SENSIBLE
forrest@0
   501
  data = fm->FSH
forrest@0
   502
  yy = linint2_points_Wrap(xm,ym,data,True,lon_ob,lat_ob,0)
forrest@0
   503
  data_mod(3,:,:,:) = yy(:,:,:) 
forrest@0
   504
forrest@0
   505
end if
forrest@0
   506
forrest@0
   507
  data = fm->GPP
forrest@0
   508
  yy = linint2_points_Wrap(xm,ym,data,True,lon_ob,lat_ob,0)
forrest@0
   509
  data_mod(4,:,:,:) = yy(:,:,:) * factor 
forrest@0
   510
forrest@0
   511
  if (model .eq. "cn") then
forrest@0
   512
     data = fm->ER
forrest@0
   513
  else
forrest@0
   514
     data1 = fm->AR
forrest@0
   515
     data2 = fm->HR
forrest@0
   516
     data  = data1 + data2
forrest@0
   517
    
forrest@0
   518
     delete (data1)
forrest@0
   519
     delete (data2)
forrest@0
   520
  end if
forrest@0
   521
forrest@0
   522
  yy = linint2_points_Wrap(xm,ym,data,True,lon_ob,lat_ob,0)
forrest@0
   523
  data_mod(5,:,:,:) = yy(:,:,:) * factor
forrest@0
   524
forrest@0
   525
  delete (fm) 
forrest@0
   526
  delete (data)
forrest@0
   527
forrest@0
   528
;*******************************************************************
forrest@0
   529
; for station line plot
forrest@0
   530
;*******************************************************************
forrest@0
   531
forrest@0
   532
; for x-axis in xyplot
forrest@0
   533
  mon = ispan(1,12,1)
forrest@0
   534
  mon@long_name = "month"
forrest@0
   535
forrest@0
   536
  res                   = True               ; plot mods desired
forrest@0
   537
  res@xyLineThicknesses = (/2.0,2.0/)        ; make 2nd lines thicker
forrest@0
   538
  res@xyLineColors      = (/"blue","red"/)   ; line color (ob,model)
forrest@0
   539
forrest@0
   540
  res@tmXBFormat  = "f"                      ; not to add trailing zeros
forrest@0
   541
forrest@0
   542
;-------------------------------------------------------------------------
forrest@0
   543
; Add a boxed legend using the more simple method
forrest@0
   544
forrest@0
   545
  res@pmLegendDisplayMode    = "Always"
forrest@0
   546
; res@pmLegendWidthF         = 0.1
forrest@0
   547
  res@pmLegendWidthF         = 0.08
forrest@0
   548
  res@pmLegendHeightF        = 0.06
forrest@0
   549
; res@pmLegendOrthogonalPosF = -1.17
forrest@0
   550
; res@pmLegendOrthogonalPosF = -1.00  ;(downward)
forrest@0
   551
  res@pmLegendOrthogonalPosF = -0.30  ;(downward)
forrest@0
   552
forrest@0
   553
; res@pmLegendParallelPosF   =  0.18
forrest@0
   554
  res@pmLegendParallelPosF   =  0.23  ;(rightward)
forrest@0
   555
forrest@0
   556
; res@lgPerimOn             = False
forrest@0
   557
  res@lgLabelFontHeightF     = 0.015
forrest@0
   558
  res@xyExplicitLegendLabels = (/"observed",model_name/)
forrest@0
   559
;-------------------------------------------------------------------
forrest@0
   560
; for panel plot
forrest@0
   561
  res@gsnFrame     = False                   ; Do not draw plot 
forrest@0
   562
  res@gsnDraw      = False                   ; Do not advance frame
forrest@0
   563
forrest@0
   564
  pres                            = True     ; panel plot mods desired
forrest@0
   565
  pres@gsnPanelYWhiteSpacePercent = 5        ; increase white space around
forrest@0
   566
                                             ; indiv. plots in panel
forrest@0
   567
  pres@gsnMaximize                = True     ; fill the page
forrest@0
   568
;-------------------------------------------------------------------
forrest@0
   569
forrest@0
   570
;==============================================================
forrest@0
   571
; get ob data at each site
forrest@0
   572
forrest@0
   573
  dir_root = "/fis/cgd/cseg/people/jeff/clamp/ameriflux/data/"
forrest@0
   574
forrest@0
   575
  do n = 0,nstation-1
forrest@0
   576
; do n = 2,6
forrest@0
   577
forrest@0
   578
    year_setback = 0
forrest@0
   579
forrest@0
   580
    nyear = year_station_long(n)
forrest@0
   581
forrest@0
   582
    if (year_ob_f_long(n).eq. 2006) then
forrest@0
   583
       year_setback = 2006 -2004
forrest@0
   584
    end if
forrest@0
   585
    if (year_ob_f_long(n).eq. 2005) then
forrest@0
   586
       year_setback = 2005 -2004
forrest@0
   587
    end if
forrest@0
   588
    
forrest@0
   589
    ntime = (nyear - year_setback) * nmonth
forrest@0
   590
    print (nyear)
forrest@0
   591
forrest@0
   592
    data_ob   = new ((/nfield, nyear, nmonth/),float)
forrest@0
   593
forrest@0
   594
    diro = dir_root + station_long(n)+"/"
forrest@0
   595
    filo = year_ob_i_long(n)+"-"+year_ob_f_long(n)+"_L4_m.nc"
forrest@0
   596
    fo   = addfile (diro+filo,"r")
forrest@0
   597
forrest@0
   598
    print (diro)
forrest@0
   599
    print (filo)
forrest@0
   600
 
forrest@0
   601
    lon_ob(n) = fo->lon 
forrest@0
   602
    lat_ob(n) = fo->lat
forrest@0
   603
forrest@0
   604
    data      = fo->NEE_or_fMDS
forrest@0
   605
    data_ob(0,:,:) = data(:,:)
forrest@0
   606
    delete (data)
forrest@0
   607
forrest@0
   608
    data      = fo->Rg_f
forrest@0
   609
    data_ob(1,:,:) = data(:,:)
forrest@0
   610
    delete (data)
forrest@0
   611
forrest@0
   612
    data      = fo->LE_f
forrest@0
   613
    data_ob(2,:,:) = data(:,:)
forrest@0
   614
    delete (data)
forrest@0
   615
forrest@0
   616
    data      = fo->H_f
forrest@0
   617
    data_ob(3,:,:) = data(:,:)
forrest@0
   618
    delete (data)
forrest@0
   619
forrest@0
   620
    data      = fo->GPP_or_MDS
forrest@0
   621
    data_ob(4,:,:) = data(:,:)
forrest@0
   622
    delete (data)
forrest@0
   623
forrest@0
   624
    data      = fo->Reco_or
forrest@0
   625
    data_ob(5,:,:) = data(:,:)
forrest@0
   626
    delete (data)
forrest@0
   627
forrest@0
   628
    delete (fo)
forrest@0
   629
forrest@0
   630
    timeI = new((/ntime/),integer)
forrest@0
   631
    timeF = new((/ntime/),float)
forrest@0
   632
    timeI = ispan(1,ntime,1)
forrest@0
   633
    timeF = year_ob_i_long(n) + (timeI-1)/12.
forrest@0
   634
    timeF@long_name = "year" 
forrest@0
   635
forrest@0
   636
    plot_data = new((/2,ntime/),float)
forrest@0
   637
 
forrest@0
   638
;----------------------------
forrest@0
   639
; for model_vs_ob
forrest@0
   640
forrest@0
   641
    plot_name = station_long(n)+"_model_vs_ob"
forrest@0
   642
    title = station_long(n)+"("+sprintf("%5.2f",lat_ob(n))+","+sprintf("%5.2f",lon_ob(n))+")"    
forrest@0
   643
    res@tiMainString = title
forrest@0
   644
forrest@0
   645
    wks = gsn_open_wks (plot_type,plot_name)
forrest@0
   646
    plot=new(nfield,graphic)                         ; create graphic array   
forrest@0
   647
forrest@0
   648
    i_year_mod_i = year_ob_i_long(n) - 1990 
forrest@0
   649
    i_year_mod_f = i_year_mod_i + nyear - 1 - year_setback
forrest@0
   650
forrest@0
   651
    i_year_ob_f =  nyear - year_setback - 1 
forrest@0
   652
forrest@0
   653
    print (nyear)
forrest@0
   654
    print (i_year_ob_f)
forrest@0
   655
    print (i_year_mod_i)
forrest@0
   656
    print (i_year_mod_f)
forrest@0
   657
forrest@0
   658
    do i = 0,nfield-1                           
forrest@0
   659
       plot_data(0,:) = ndtooned(data_ob (i,0:i_year_ob_f,:))
forrest@0
   660
       plot_data(1,:) = ndtooned(data_mod(i,i_year_mod_i:i_year_mod_f,:,n))
forrest@0
   661
       plot_data@long_name = field(i)+" ("+field_unit(i)+")"   
forrest@0
   662
       plot(i)=gsn_csm_xy(wks,timeF,plot_data,res)            ; create plot 
forrest@0
   663
    end do
forrest@0
   664
   
forrest@0
   665
    gsn_panel(wks,plot,(/3,2/),pres)                    ; create panel plot
forrest@0
   666
forrest@0
   667
    system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new+";"+ \
forrest@0
   668
           "rm "+plot_name+"."+plot_type)
forrest@0
   669
forrest@0
   670
    clear (wks)  
forrest@0
   671
    delete (plot)
forrest@0
   672
forrest@0
   673
    delete (data_ob)
forrest@0
   674
    delete (timeI)    
forrest@0
   675
    delete (timeF)
forrest@0
   676
    delete (plot_data)
forrest@0
   677
forrest@0
   678
 end do
forrest@0
   679
exit
forrest@0
   680
;###################################################################
forrest@0
   681
; for the following tables,
forrest@0
   682
; sort by latitude in decending order (N->S)
forrest@0
   683
forrest@0
   684
  isort = dim_pqsort(lat_ob,-1)
forrest@0
   685
forrest@0
   686
  station_sort = station_long(isort)
forrest@0
   687
  year_ob_sort = year_ob_long(isort)
forrest@0
   688
  lat_ob_sort  = lat_ob(isort)
forrest@0
   689
  lon_ob_sort  = lon_ob(isort)
forrest@0
   690
  M_score_sort = M_score(isort,:)
forrest@0
   691
 
forrest@0
   692
  print(isort)
forrest@0
   693
  print(lat_ob_sort)
forrest@0
   694
forrest@0
   695
;*******************************************************************
forrest@0
   696
; html table of site: observed
forrest@0
   697
;*******************************************************************
forrest@0
   698
  output_html = "line_ob.html"
forrest@0
   699
forrest@0
   700
  header = (/"<HTML>" \
forrest@0
   701
            ,"<HEAD>" \
forrest@0
   702
            ,"<TITLE>CLAMP metrics</TITLE>" \
forrest@0
   703
            ,"</HEAD>" \
forrest@0
   704
            ,"<H1>Energy at Site: Observation</H1>" \
forrest@0
   705
            /) 
forrest@0
   706
  footer = "</HTML>"
forrest@0
   707
forrest@0
   708
  table_header = (/ \
forrest@0
   709
        "<table border=1 cellspacing=0 cellpadding=3 width=60%>" \
forrest@0
   710
       ,"<tr>" \
forrest@0
   711
       ,"   <th bgcolor=DDDDDD >Site Name</th>" \
forrest@0
   712
       ,"   <th bgcolor=DDDDDD >Latitude</th>" \
forrest@0
   713
       ,"   <th bgcolor=DDDDDD >Longitude</th>" \
forrest@0
   714
       ,"   <th bgcolor=DDDDDD >Observed</th>" \ 
forrest@0
   715
       ,"</tr>" \
forrest@0
   716
       /)
forrest@0
   717
  table_footer = "</table>"
forrest@0
   718
  row_header = "<tr>"
forrest@0
   719
  row_footer = "</tr>"
forrest@0
   720
forrest@0
   721
  lines = new(50000,string)
forrest@0
   722
  nline = 0
forrest@0
   723
forrest@0
   724
  set_line(lines,nline,header)
forrest@0
   725
  set_line(lines,nline,table_header)
forrest@0
   726
;-----------------------------------------------
forrest@0
   727
; row of table
forrest@0
   728
  
forrest@0
   729
  do n = 0,nstation-1
forrest@0
   730
forrest@0
   731
     set_line(lines,nline,row_header)
forrest@0
   732
forrest@0
   733
     txt0 = station_sort(n)
forrest@0
   734
     txt1 = sprintf("%5.2f", lat_ob_sort(n))
forrest@0
   735
     txt2 = sprintf("%5.2f", lon_ob_sort(n))
forrest@0
   736
     txt3 = year_ob_sort(n)
forrest@0
   737
forrest@0
   738
     set_line(lines,nline,"<th><a href="+txt0+"_ob.png>"+txt0+"</a></th>")
forrest@0
   739
     set_line(lines,nline,"<th>"+txt1+"</th>")
forrest@0
   740
     set_line(lines,nline,"<th>"+txt2+"</th>")
forrest@0
   741
     set_line(lines,nline,"<th>"+txt3+"</th>")
forrest@0
   742
forrest@0
   743
     set_line(lines,nline,row_footer)
forrest@0
   744
  end do
forrest@0
   745
;-----------------------------------------------
forrest@0
   746
  set_line(lines,nline,table_footer)
forrest@0
   747
  set_line(lines,nline,footer) 
forrest@0
   748
forrest@0
   749
; Now write to an HTML file.
forrest@0
   750
  idx = ind(.not.ismissing(lines))
forrest@0
   751
  if(.not.any(ismissing(idx))) then
forrest@0
   752
    asciiwrite(output_html,lines(idx))
forrest@0
   753
  else
forrest@0
   754
   print ("error?")
forrest@0
   755
  end if
forrest@0
   756
  delete (idx)
forrest@0
   757
forrest@0
   758
;*******************************************************************
forrest@0
   759
; score and line table : model vs observed
forrest@0
   760
;*******************************************************************
forrest@0
   761
  output_html = "score+line_vs_ob.html"
forrest@0
   762
forrest@0
   763
  header = (/"<HTML>" \
forrest@0
   764
            ,"<HEAD>" \
forrest@0
   765
            ,"<TITLE>CLAMP metrics</TITLE>" \
forrest@0
   766
            ,"</HEAD>" \
forrest@0
   767
            ,"<H1>Energy at Site: Model "+model_name+"</H1>" \
forrest@0
   768
            /) 
forrest@0
   769
  footer = "</HTML>"
forrest@0
   770
forrest@0
   771
  delete (table_header)
forrest@0
   772
  table_header = (/ \
forrest@0
   773
        "<table border=1 cellspacing=0 cellpadding=3 width=100%>" \
forrest@0
   774
       ,"<tr>" \
forrest@0
   775
       ,"   <th bgcolor=DDDDDD >Site Name</th>" \
forrest@0
   776
       ,"   <th bgcolor=DDDDDD >Latitude</th>" \
forrest@0
   777
       ,"   <th bgcolor=DDDDDD >Longitude</th>" \
forrest@0
   778
       ,"   <th bgcolor=DDDDDD >Observed</th>" \
forrest@0
   779
       ,"   <th bgcolor=DDDDDD >CO2 Flux</th>" \
forrest@0
   780
       ,"   <th bgcolor=DDDDDD >Net Radiation</th>" \
forrest@0
   781
       ,"   <th bgcolor=DDDDDD >Latent Heat</th>" \
forrest@0
   782
       ,"   <th bgcolor=DDDDDD >Sensible Heat</th>" \
forrest@0
   783
       ,"   <th bgcolor=DDDDDD >GPP Glux</th>" \
forrest@0
   784
       ,"   <th bgcolor=DDDDDD >Respiration</th>" \
forrest@0
   785
       ,"   <th bgcolor=DDDDDD >Average</th>" \
forrest@0
   786
       ,"</tr>" \
forrest@0
   787
       /)
forrest@0
   788
  table_footer = "</table>"
forrest@0
   789
  row_header = "<tr>"
forrest@0
   790
  row_footer = "</tr>"
forrest@0
   791
forrest@0
   792
  lines = new(50000,string)
forrest@0
   793
  nline = 0
forrest@0
   794
forrest@0
   795
  set_line(lines,nline,header)
forrest@0
   796
  set_line(lines,nline,table_header)
forrest@0
   797
;-----------------------------------------------
forrest@0
   798
; row of table
forrest@0
   799
  
forrest@0
   800
  do n = 0,nstation-1
forrest@0
   801
forrest@0
   802
     set_line(lines,nline,row_header)
forrest@0
   803
forrest@0
   804
     txt0  = station_sort(n)
forrest@0
   805
     txt1  = sprintf("%5.2f", lat_ob_sort(n))
forrest@0
   806
     txt2  = sprintf("%5.2f", lon_ob_sort(n))
forrest@0
   807
     txt3  = year_ob_sort(n)
forrest@0
   808
     txt4  = sprintf("%5.2f", M_score_sort(n,0))
forrest@0
   809
     txt5  = sprintf("%5.2f", M_score_sort(n,1))
forrest@0
   810
     txt6  = sprintf("%5.2f", M_score_sort(n,2))
forrest@0
   811
     txt7  = sprintf("%5.2f", M_score_sort(n,3))
forrest@0
   812
     txt8  = sprintf("%5.2f", M_score_sort(n,4))
forrest@0
   813
     txt9  = sprintf("%5.2f", M_score_sort(n,5))
forrest@0
   814
     txt10 = sprintf("%5.2f", avg(M_score_sort(n,:)))
forrest@0
   815
forrest@0
   816
     set_line(lines,nline,"<th><a href="+txt0+"_model_vs_ob.png>"+txt0+"</a></th>")
forrest@0
   817
     set_line(lines,nline,"<th>"+txt1+"</th>")
forrest@0
   818
     set_line(lines,nline,"<th>"+txt2+"</th>")
forrest@0
   819
     set_line(lines,nline,"<th>"+txt3+"</th>")
forrest@0
   820
     set_line(lines,nline,"<th>"+txt4+"</th>")
forrest@0
   821
     set_line(lines,nline,"<th>"+txt5+"</th>")
forrest@0
   822
     set_line(lines,nline,"<th>"+txt6+"</th>")
forrest@0
   823
     set_line(lines,nline,"<th>"+txt7+"</th>")
forrest@0
   824
     set_line(lines,nline,"<th>"+txt8+"</th>")
forrest@0
   825
     set_line(lines,nline,"<th>"+txt9+"</th>")
forrest@0
   826
     set_line(lines,nline,"<th>"+txt10+"</th>")
forrest@0
   827
forrest@0
   828
     set_line(lines,nline,row_footer)
forrest@0
   829
  end do
forrest@0
   830
forrest@0
   831
; last row, summary
forrest@0
   832
  set_line(lines,nline,row_header)
forrest@0
   833
forrest@0
   834
  txt0  = "All_"+sprintf("%.0f", nstation)
forrest@0
   835
  txt1  = "-"
forrest@0
   836
  txt2  = "-"
forrest@0
   837
  txt3  = "-"
forrest@0
   838
  txt4  = M_energy_co2
forrest@0
   839
  txt5  = M_energy_rad
forrest@0
   840
  txt6  = M_energy_lh
forrest@0
   841
  txt7  = M_energy_sh
forrest@0
   842
  txt8  = M_energy_gpp
forrest@0
   843
  txt9  = M_energy_er
forrest@0
   844
  txt10 = M_energy_all
forrest@0
   845
forrest@0
   846
  set_line(lines,nline,"<th>"+txt0+"</th>")
forrest@0
   847
  set_line(lines,nline,"<th>"+txt1+"</th>")
forrest@0
   848
  set_line(lines,nline,"<th>"+txt2+"</th>")
forrest@0
   849
  set_line(lines,nline,"<th>"+txt3+"</th>")
forrest@0
   850
  set_line(lines,nline,"<th>"+txt4+"</th>")
forrest@0
   851
  set_line(lines,nline,"<th>"+txt5+"</th>")
forrest@0
   852
  set_line(lines,nline,"<th>"+txt6+"</th>")
forrest@0
   853
  set_line(lines,nline,"<th>"+txt7+"</th>")
forrest@0
   854
  set_line(lines,nline,"<th>"+txt8+"</th>")
forrest@0
   855
  set_line(lines,nline,"<th>"+txt9+"</th>")
forrest@0
   856
  set_line(lines,nline,"<th>"+txt10+"</th>")
forrest@0
   857
forrest@0
   858
  set_line(lines,nline,row_footer)
forrest@0
   859
;-----------------------------------------------
forrest@0
   860
  set_line(lines,nline,table_footer)
forrest@0
   861
  set_line(lines,nline,footer) 
forrest@0
   862
forrest@0
   863
; Now write to an HTML file.
forrest@0
   864
  idx = ind(.not.ismissing(lines))
forrest@0
   865
  if(.not.any(ismissing(idx))) then
forrest@0
   866
    asciiwrite(output_html,lines(idx))
forrest@0
   867
  else
forrest@0
   868
   print ("error?")
forrest@0
   869
  end if
forrest@0
   870
  delete (idx)
forrest@0
   871
forrest@0
   872
;***************************************************************************
forrest@0
   873
; output plots
forrest@0
   874
;***************************************************************************
forrest@0
   875
  output_dir = model_name+"/ameriflux"
forrest@0
   876
forrest@0
   877
  system("mv *.png *.html " + output_dir) 
forrest@0
   878
;***************************************************************************
forrest@0
   879
end