ameriflux/21.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 table
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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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; model data info
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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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  ENERGY ="new"
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;************************************************
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; observed data info
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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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 field   = (/"NEE Flux" \
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            ,"Net Radiation" \
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            ,"Latent Heat" \
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            ,"Sensible Heat" \
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            ,"GPP Flux" \
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            ,"Respiration" \
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            /)
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 field_unit = (/"u mol/m2/s" \
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               ,"W/m2" \
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               ,"W/m2" \
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               ,"W/m2" \
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               ,"u mol/m2/s" \
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               ,"u mol/m2/s" \
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               /)
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 nstation = dimsizes(station)
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 nfield   = dimsizes(field)
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;========================================================================
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; get observed info: number of year, first/last year, lat, lon
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 dir_root = "/fis/cgd/cseg/people/jeff/clamp/ameriflux/data/"
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 year_station = new ((/nstation/),integer) ; number of year
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 year_ob_i    = new ((/nstation/),integer) ; first year
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 year_ob_f    = new ((/nstation/),integer) ; last year
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 lat_ob       = new ((/nstation/),float)   ; latitude
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 lon_ob       = new ((/nstation/),float)   ; longitude 
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 do n = 0, nstation-1
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    diro = dir_root + station(n)+"/"
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    filo = year_ob(n)+"_L4_m.nc"
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    fo   = addfile (diro+filo,"r")
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    lat_ob(n) = fo->lat
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    lon_ob(n) = fo->lon
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    year      = fo->year
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    year_station(n) = dimsizes(year)
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    year_ob_i(n)    = year(0)
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    year_ob_f(n)    = year(year_station(n)-1)
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    delete (year) 
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 end do
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 delete (fo)
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;print (year_ob_i)
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;print (year_ob_f)
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;--------------------------------------------------------------
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; find (# of year observed) >=4 and year_ob_i <= 2001
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 i_long_ob = ind(year_station .ge. 4 .and. year_ob_i .le. 2001)
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 station_long      = station(i_long_ob)
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 lat_ob_long       = lat_ob(i_long_ob)
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 lon_ob_long       = lat_ob(i_long_ob)
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 year_ob_long      = year_ob(i_long_ob)
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 year_ob_i_long    = year_ob_i(i_long_ob)
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 year_ob_f_long    = year_ob_f(i_long_ob)
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 year_station_long = year_station(i_long_ob)
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 nstation_long     = dimsizes(station_long)
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; print (i_long_ob)
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; print (nstation_long)
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; print (station_long)
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; print (year_ob_i(i_long_ob))
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;=========================================================
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;   get model data at observed lat-lon
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    dirm = "/fis/cgd/cseg/people/jeff/clamp_data/model/"    
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    film = model_name+"_ameriflux_1990-2004_monthly.nc"
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    fm   = addfile (dirm+film,"r")
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    xm   = fm->lon
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    ym   = fm->lat 
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    date = fm->date
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    date_dim = dimsizes(date)
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    nyear  = date_dim(0)
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    nmonth =12
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    data_mod      = new ((/nfield,nyear,nmonth,nstation/),float)
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    data_mod_ann  = new ((/nfield,nmonth,nstation/),float)
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    data_mod_long = new ((/nfield,nyear,nmonth,nstation_long/),float)
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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 = 1.e6 /12.
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;------------------------------------------------------------
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;   interpolate model data into observed station
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;   note: model is 0-360E, 90S-90N
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;   to be able to handle observation at (-89.98,-24.80)
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    ym(0) = -90.
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;------------------------------------------------------------  
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if (ENERGY .eq. "old") then
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  data = fm->NEE
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  data_mod(0,:,:,:) = data(:,:,:) * factor
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; data  = fm->LATENT
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  data1 = fm->FCEV
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  data2 = fm->FCTR
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  data3 = fm->FGEV
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  data_mod(2,:,:,:) = data1(:,:,:)+data2(:,:,:)+data3(:,:,:) 
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  delete (data1)
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  delete (data2)
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  delete (data3)
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; data = fm->SENSIBLE
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  data  = fm->FSH
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  data_mod(3,:,:,:) = data(:,:,:) 
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; data  = fm->NETRAD
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  data1 = fm->FSA
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  data2 = fm->FIRA
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  data_mod(1,:,:,:) = data1(:,:,:)-data2(:,:,:) 
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  delete (data1)
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  delete (data2)
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else
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  data = fm->NEE
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  yy = linint2_points_Wrap(xm,ym,data,True,lon_ob,lat_ob,0)
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  data_mod_ann(0,:,:)= dim_avg(yy(month|:,pts|:,year|:)) * factor
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  data_mod(0,:,:,:) = yy(:,:,:) * factor
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; printVarSummary(yy)
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  data = fm->NETRAD
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  yy = linint2_points_Wrap(xm,ym,data,True,lon_ob,lat_ob,0)
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  data_mod_ann(1,:,:)= dim_avg(yy(month|:,pts|:,year|:)) 
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  data_mod(1,:,:,:) = yy(:,:,:) 
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  data = fm->LATENT
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  yy = linint2_points_Wrap(xm,ym,data,True,lon_ob,lat_ob,0)
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  data_mod_ann(2,:,:)= dim_avg(yy(month|:,pts|:,year|:)) 
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  data_mod(2,:,:,:) = yy(:,:,:) 
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; data = fm->SENSIBLE
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  data = fm->FSH
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  yy = linint2_points_Wrap(xm,ym,data,True,lon_ob,lat_ob,0)
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  data_mod_ann(3,:,:)= dim_avg(yy(month|:,pts|:,year|:)) 
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  data_mod(3,:,:,:) = yy(:,:,:) 
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end if
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  data = fm->GPP
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  yy = linint2_points_Wrap(xm,ym,data,True,lon_ob,lat_ob,0)
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  data_mod_ann(4,:,:)= dim_avg(yy(month|:,pts|:,year|:)) * factor
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  data_mod(4,:,:,:) = yy(:,:,:) * factor 
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  if (model .eq. "cn") then
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     data = fm->ER
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  else
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     data1 = fm->AR
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     data2 = fm->HR
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     data  = data1 + data2
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     delete (data1)
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     delete (data2)
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  end if
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  yy = linint2_points_Wrap(xm,ym,data,True,lon_ob,lat_ob,0)
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  data_mod_ann(5,:,:)= dim_avg(yy(month|:,pts|:,year|:)) * factor
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  data_mod(5,:,:,:) = yy(:,:,:) * factor
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  data_mod_long(:,:,:,:) = data_mod(:,:,:,i_long_ob)
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  delete (data_mod)
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  delete (fm) 
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  delete (data)
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  delete (yy)
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;*******************************************************************
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; for station line plot
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;*******************************************************************
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; for x-axis in xyplot
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  mon = ispan(1,12,1)
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  mon@long_name = "month"
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  res                   = True               ; plot mods desired
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   395
  res@xyLineThicknesses = (/2.0,2.0/)        ; make 2nd lines thicker
forrest@0
   396
  res@xyLineColors      = (/"blue","red"/)   ; line color (ob,model)
forrest@0
   397
forrest@0
   398
  res@tmXBFormat  = "f"                      ; not to add trailing zeros
forrest@0
   399
forrest@0
   400
;-------------------------------------------------------------------------
forrest@0
   401
; Add a boxed legend using the more simple method
forrest@0
   402
forrest@0
   403
  res@pmLegendDisplayMode    = "Always"
forrest@0
   404
; res@pmLegendWidthF         = 0.1
forrest@0
   405
  res@pmLegendWidthF         = 0.08
forrest@0
   406
  res@pmLegendHeightF        = 0.06
forrest@0
   407
; res@pmLegendOrthogonalPosF = -1.17
forrest@0
   408
; res@pmLegendOrthogonalPosF = -1.00  ;(downward)
forrest@0
   409
  res@pmLegendOrthogonalPosF = -0.30  ;(downward)
forrest@0
   410
forrest@0
   411
; res@pmLegendParallelPosF   =  0.18
forrest@0
   412
  res@pmLegendParallelPosF   =  0.23  ;(rightward)
forrest@0
   413
forrest@0
   414
; res@lgPerimOn             = False
forrest@0
   415
  res@lgLabelFontHeightF     = 0.015
forrest@0
   416
  res@xyExplicitLegendLabels = (/"observed",model_name/)
forrest@0
   417
;-------------------------------------------------------------------
forrest@0
   418
; for panel plot
forrest@0
   419
  res@gsnFrame     = False                   ; Do not draw plot 
forrest@0
   420
  res@gsnDraw      = False                   ; Do not advance frame
forrest@0
   421
forrest@0
   422
  pres                            = True     ; panel plot mods desired
forrest@0
   423
  pres@gsnPanelYWhiteSpacePercent = 5        ; increase white space around
forrest@0
   424
                                             ; indiv. plots in panel
forrest@0
   425
  pres@gsnMaximize                = True     ; fill the page
forrest@0
   426
;-------------------------------------------------------------------
forrest@0
   427
forrest@0
   428
;==============================================================
forrest@0
   429
; get ob data at each site with long observation
forrest@0
   430
forrest@0
   431
  dir_root = "/fis/cgd/cseg/people/jeff/clamp/ameriflux/data/"
forrest@0
   432
forrest@0
   433
  do n = 0,nstation_long-1
forrest@0
   434
; do n = 0,0
forrest@0
   435
forrest@0
   436
    year_setback = 0
forrest@0
   437
forrest@0
   438
    nyear = year_station_long(n)
forrest@0
   439
forrest@0
   440
    if (year_ob_f_long(n).eq. 2006) then
forrest@0
   441
       year_setback = 2006 -2004
forrest@0
   442
    end if
forrest@0
   443
    if (year_ob_f_long(n).eq. 2005) then
forrest@0
   444
       year_setback = 2005 -2004
forrest@0
   445
    end if
forrest@0
   446
    
forrest@0
   447
    ntime = (nyear - year_setback) * nmonth
forrest@0
   448
    print (nyear)
forrest@0
   449
forrest@0
   450
    data_ob   = new ((/nfield, nyear, nmonth/),float)
forrest@0
   451
forrest@0
   452
    diro = dir_root + station_long(n)+"/"
forrest@0
   453
    filo = year_ob_long(n)+"_L4_m.nc"
forrest@0
   454
    fo   = addfile (diro+filo,"r")
forrest@0
   455
forrest@0
   456
;   print (diro)
forrest@0
   457
;   print (filo)
forrest@0
   458
forrest@0
   459
    data_ob(0,:,:) = fo->NEE_or_fMDS
forrest@0
   460
    data_ob(1,:,:) = fo->Rg_f
forrest@0
   461
    data_ob(2,:,:) = fo->LE_f
forrest@0
   462
    data_ob(3,:,:) = fo->H_f
forrest@0
   463
    data_ob(4,:,:) = fo->GPP_or_MDS
forrest@0
   464
    data_ob(5,:,:) = fo->Reco_or
forrest@0
   465
forrest@0
   466
    delete (fo)
forrest@0
   467
forrest@0
   468
    timeI = new((/ntime/),integer)
forrest@0
   469
    timeF = new((/ntime/),float)
forrest@0
   470
    timeI = ispan(1,ntime,1)
forrest@0
   471
    timeF = year_ob_i_long(n) + (timeI-1)/12.
forrest@0
   472
    timeF@long_name = "year" 
forrest@0
   473
forrest@0
   474
    plot_data = new((/2,ntime/),float)
forrest@0
   475
 
forrest@0
   476
;----------------------------
forrest@0
   477
; for model_vs_ob
forrest@0
   478
forrest@0
   479
    plot_name = station_long(n)+"_tseries_vs_ob"
forrest@0
   480
    title = station_long(n)+"("+sprintf("%5.2f",lat_ob_long(n))+","+sprintf("%5.2f",lon_ob_long(n))+")"    
forrest@0
   481
    res@tiMainString = title
forrest@0
   482
forrest@0
   483
    wks = gsn_open_wks (plot_type,plot_name)
forrest@0
   484
    plot=new(nfield,graphic)                         ; create graphic array   
forrest@0
   485
forrest@0
   486
    i_year_mod_i = year_ob_i_long(n) - 1990 
forrest@0
   487
    i_year_mod_f = i_year_mod_i + nyear - 1 - year_setback
forrest@0
   488
forrest@0
   489
    i_year_ob_f =  nyear - year_setback - 1 
forrest@0
   490
forrest@0
   491
;   print (nyear)
forrest@0
   492
;   print (i_year_ob_f)
forrest@0
   493
;   print (i_year_mod_i)
forrest@0
   494
;   print (i_year_mod_f)
forrest@0
   495
forrest@0
   496
    do i = 0,nfield-1                           
forrest@0
   497
       plot_data(0,:) = ndtooned(data_ob (i,0:i_year_ob_f,:))
forrest@0
   498
       plot_data(1,:) = ndtooned(data_mod_long(i,i_year_mod_i:i_year_mod_f,:,n))
forrest@0
   499
       plot_data@long_name = field(i)+" ("+field_unit(i)+")"   
forrest@0
   500
       plot(i)=gsn_csm_xy(wks,timeF,plot_data,res)            ; create plot 
forrest@0
   501
    end do
forrest@0
   502
   
forrest@0
   503
    gsn_panel(wks,plot,(/3,2/),pres)                    ; create panel plot
forrest@0
   504
forrest@0
   505
    system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new+";"+ \
forrest@0
   506
           "rm "+plot_name+"."+plot_type)
forrest@0
   507
forrest@0
   508
    clear (wks)  
forrest@0
   509
    delete (plot)
forrest@0
   510
forrest@0
   511
    delete (data_ob)
forrest@0
   512
    delete (timeI)    
forrest@0
   513
    delete (timeF)
forrest@0
   514
    delete (plot_data)
forrest@0
   515
forrest@0
   516
 end do
forrest@0
   517
forrest@0
   518
;###################################################################
forrest@0
   519
; for the following tables,
forrest@0
   520
; sort by latitude in decending order (N->S)
forrest@0
   521
forrest@0
   522
  isort = dim_pqsort(lat_ob_long,-1)
forrest@0
   523
forrest@0
   524
  station_sort = station_long(isort)
forrest@0
   525
  year_ob_sort = year_ob_long(isort)
forrest@0
   526
  lat_ob_sort  = lat_ob_long(isort)
forrest@0
   527
  lon_ob_sort  = lon_ob_long(isort)
forrest@0
   528
 
forrest@0
   529
; print(isort)
forrest@0
   530
; print(lat_ob_sort)
forrest@0
   531
forrest@0
   532
;*******************************************************************
forrest@0
   533
; html table of site: observed
forrest@0
   534
;*******************************************************************
forrest@0
   535
  output_html = "tseries_vs_ob.html"
forrest@0
   536
forrest@0
   537
  header = (/"<HTML>" \
forrest@0
   538
            ,"<HEAD>" \
forrest@0
   539
            ,"<TITLE>CLAMP metrics</TITLE>" \
forrest@0
   540
            ,"</HEAD>" \
forrest@0
   541
            ,"<H1>Timeseries at Site: "+model_name+" vs Observation</H1>" \
forrest@0
   542
            /) 
forrest@0
   543
  footer = "</HTML>"
forrest@0
   544
forrest@0
   545
  table_header = (/ \
forrest@0
   546
        "<table border=1 cellspacing=0 cellpadding=3 width=60%>" \
forrest@0
   547
       ,"<tr>" \
forrest@0
   548
       ,"   <th bgcolor=DDDDDD >Site Name</th>" \
forrest@0
   549
       ,"   <th bgcolor=DDDDDD >Latitude</th>" \
forrest@0
   550
       ,"   <th bgcolor=DDDDDD >Longitude</th>" \
forrest@0
   551
       ,"   <th bgcolor=DDDDDD >Observed</th>" \ 
forrest@0
   552
       ,"</tr>" \
forrest@0
   553
       /)
forrest@0
   554
  table_footer = "</table>"
forrest@0
   555
  row_header = "<tr>"
forrest@0
   556
  row_footer = "</tr>"
forrest@0
   557
forrest@0
   558
  lines = new(50000,string)
forrest@0
   559
  nline = 0
forrest@0
   560
forrest@0
   561
  set_line(lines,nline,header)
forrest@0
   562
  set_line(lines,nline,table_header)
forrest@0
   563
;-----------------------------------------------
forrest@0
   564
; row of table
forrest@0
   565
  
forrest@0
   566
  do n = 0,nstation_long-1
forrest@0
   567
forrest@0
   568
     set_line(lines,nline,row_header)
forrest@0
   569
forrest@0
   570
     txt0 = station_sort(n)
forrest@0
   571
     txt1 = sprintf("%5.2f", lat_ob_sort(n))
forrest@0
   572
     txt2 = sprintf("%5.2f", lon_ob_sort(n))
forrest@0
   573
     txt3 = year_ob_sort(n)
forrest@0
   574
forrest@0
   575
     set_line(lines,nline,"<th><a href="+txt0+"_tseries_vs_ob.png>"+txt0+"</a></th>")
forrest@0
   576
     set_line(lines,nline,"<th>"+txt1+"</th>")
forrest@0
   577
     set_line(lines,nline,"<th>"+txt2+"</th>")
forrest@0
   578
     set_line(lines,nline,"<th>"+txt3+"</th>")
forrest@0
   579
forrest@0
   580
     set_line(lines,nline,row_footer)
forrest@0
   581
  end do
forrest@0
   582
;-----------------------------------------------
forrest@0
   583
  set_line(lines,nline,table_footer)
forrest@0
   584
  set_line(lines,nline,footer) 
forrest@0
   585
forrest@0
   586
; Now write to an HTML file.
forrest@0
   587
  idx = ind(.not.ismissing(lines))
forrest@0
   588
  if(.not.any(ismissing(idx))) then
forrest@0
   589
    asciiwrite(output_html,lines(idx))
forrest@0
   590
  else
forrest@0
   591
   print ("error?")
forrest@0
   592
  end if
forrest@0
   593
  delete (idx)
forrest@0
   594
forrest@0
   595
;***************************************************************************
forrest@0
   596
; output plots
forrest@0
   597
;***************************************************************************
forrest@0
   598
  output_dir = model_name+"/ameriflux"
forrest@0
   599
forrest@0
   600
  system("mv *.png *.html " + output_dir) 
forrest@0
   601
;***************************************************************************
forrest@0
   602
end