[ncl-talk] Fwd: Re: Fwd: Re: Errors while trying to plot IAGOS data. Only the contour map plot, but the data is missing.

najib.yusuf at carnasrda.com najib.yusuf at carnasrda.com
Mon Oct 16 12:08:05 MDT 2017



  Hello Dennis.

  Thank you. And thanks to Adam too.

  Najib

On 2017-10-15 10:18, Dennis Shea wrote:
> I think you must examine your files more carefully. They all have
> different 'UTC_time' lengths. The user must program such that this is
> accomodated.
> 
> Attached are two NCL scripts. You should look carefully at both
> attached scripts. The "Multiple_timeseries_IAGOSMOZAIC_Lagos_2000.ncl"
> script contains
> 
> [SNIP]
>   diri = "/home/model-user/2000/"
>   fili = SYSTEMFUNC("cd "+diri+"; ls *timeseries*nc")
>   nfili= DIMSIZES(fili)
> 
>   pthi = diri+fili
>   f    = ADDFILES(pthi, "r")    ; <=== READ documentation
> 
> ;---Every file has a *different* number of time steps
> ;---Find max number of time steps
>   NTIM = 0
>   do nf=0,nfili-1
>      NTIM = MAX_(_  (/NTIM, DIMSIZES(f[nf]->UTC_time) /)  )
>   end do
>   print("NTIM="+NTIM)
>   print("----")
> 
> ;---Create 'super' array; fill with values
>   data = NEW((/nfili,NTIM/),double, -999d)   ; all fields are type
> double
> 
> [SNIP]
> 
> Both scripts should better handle the meta data.
> 
> Respond only to ncl-talk and, please, no salutation.
> 
> --------
> 
> Please study the NCL User guide created by DKRZ and the NCL-team.
> 
> https://www.ncl.ucar.edu/Document/Manuals/NCL_User_Guide/
> 
> On Sun, Oct 15, 2017 at 4:28 AM, <najib.yusuf at carnasrda.com> wrote:
> 
>> Hi Adam,
>> Thank you for making out time to point out these. I understand what
>> each of the newer codes lines are doing but my
>> files are not of same length. Is multidimensional array possible
>> with different file sizes?
>> 
>> Thank you
>> 
>> Najib
>> 
>> On 2017-10-15 00:02, Adam Phillips wrote:
>> Hi Najib,
>> 
>> The errors you are receiving are telling you what is wrong and at
>> what
>> line. You have four syntax errors, the first three being caused as
>> you
>> are using a comma (,) instead of a semi-colon (;) for comments.
>> (Thus,
>> replace each of the three , with a ;.) The fourth syntax error is
>> because you have this at line 120:
>> res at tmXBLabelFontHeightF =
>> You need to specify a value to the right of the equal sign, say,
>> 0.020.
>> 
>> Another error message is due to this line:
>> ncl 107> res at xyLineColors = (/"black",\"red", "green",\"blue",\
>> 
> "orange","yellow",\"gray",\"purple","majenta",\"orchid1","plum1",\"magenta4""pink1",\"maroon","lightpink4"/)
>> fatal:syntax error: line 107 before or near =
>> res at xyLineColors =
>> -----------------^
>> You have a number of unnecessary \ symbols. Remove all of them.
>> Also,
>> change majenta to magenta.
>> 
>> Your final error message tells you explicitly what is wrong:
>> fatal:Dimension size mismatch on subscript #1, left-hand and
>> right-hand side dimensions do not match
>> fatal:["Execute.c":8573]:Execute: Error occurred at or near line 88
>> 
>> Looking at lines 87-88:
>> ncl 87>  data = new((/15,500/),double)
>> ncl 88>   data(0,:) = ozone1
>> 
>> Thus, NCL is telling you that ozone1 is not of size 500. Assuming
>> each
>> of your ozone files are exactly the same length, replace this:
>> data = new((/15,500/),double)
>> 
>> with this:
>> data = new((/15,dimsizes(ozone1)/),typeof(ozone1))
>> 
>> Finally, it was pointed out to me by a colleague that you could, if
>> all your ozone files are the same length, use addfiles to read all
>> of
>> the files in at once and join them using code like this:
>> 
>> diri = "/home/model-user/2000/"
>> diri = "./"
>> fili = systemfunc("cd "+diri+"; ls *timeseries*nc")
>> sqsort(fili)                  ; make sure these are in ascending
>> order
>> print(fili)
>> print("----")
>> nfili= dimsizes(fili)
>> print("nfili="+nfili)
>> print("----")
>> 
>> ;---Open all files
>> pthi = diri+fili
>> ListSetType (f, "join")
>> f    = addfiles(pthi, "r")
>> 
>> ;---ozone over all time steps
>> ozone= f[:]->O3_PM
>> ozone at long_name = "O3 volume mixing ratio"    ;
>> mole_fraction_of_ozone_in_air
>> printVarSummary(ozone)                        ; ozone(UTC_time)
>> printMinMax(ozone,0)
>> print("----")
>> 
>> I would recommend only switching to this newer code if your ozone
>> arrays are the same length, and if you fully understand what each of
>> the above lines is doing.
>> 
>> If you have any further questions please respond to the ncl-talk
>> email
>> list.
>> Adam
>> 
>> On Sat, Oct 14, 2017 at 8:28 AM, <najib.yusuf at carnasrda.com> wrote:
>> 
>> Thank you Adam for your help and time.
>> I did as you said but I received subscripting  error as the ozone
>> variable in all the files is 1 dimensional (UTC_time), I attached
>> one of the file output for data sample. Please see the output below;
>> 
>> [model-user at model-vm ~]$ ncl -Q
>> ncl 0> load "$NCARG_ROOT/lib/ncarg/nclscripts/csm/gsn_code.ncl"
>> =
>> ncl 1> load "$NCARG_ROOT/lib/ncarg/nclscripts/csm/gsn_csm.ncl"
>> a
>> ncl 2>
>> ncl 3> begin
>> ncl 4> ;-- read the data and define
>> 2
>> ncl 5>
>> ncl 6> diri = "/home/model-user/2000/"
>> ncl 7> fil1 = "IAGOS_timeseries_2000040222361353.nc [1] [1]"
>> ncl 8> fil2 = "IAGOS_timeseries_2000040922544753.nc [2] [2]"
>> ncl 9> fil3 = "IAGOS_timeseries_2000041122453853.nc [3] [3]"
>> ncl 10> fil4 = "IAGOS_timeseries_2000041217193053.nc [4] [4]"
>> ncl 11> fil5 = "IAGOS_timeseries_2000041220041453.nc [5] [5]"
>> ncl 12> fil6 = "IAGOS_timeseries_2000041222213953.nc [6] [6]"
>> ncl 13> fil7 = "IAGOS_timeseries_2000050222480853.nc [7] [7]"
>> 
>> ncl 14> fil8 = "IAGOS_timeseries_2000050723210353.nc [8] [8]"
>> ncl 15> fil9 = "IAGOS_timeseries_2000051317072253.nc [9] [9]"
>> ncl 16> fil10 = "IAGOS_timeseries_2000051320135353.nc [10] [10]"
>> ncl 17> fil11 = "IAGOS_timeseries_2000051322273853.nc [11] [11]"
>> ncl 18> fil12 = "IAGOS_timeseries_2000053009261035.nc [12] [12]"
>> ncl 19> fil13 = "IAGOS_timeseries_2000060622395953.nc [13] [13]"
>> ncl 20> fil14 = "IAGOS_timeseries_2000071122541553.nc [14] [14]"
>> ncl 21> fil15 = "IAGOS_timeseries_2000071622553453.nc [15] [15]"
>> 
>> ncl 22>
>> ncl 23> f1 = addfile(diri+fil1, "r")
>> ncl 24> f2 = addfile(diri+fil2, "r")
>> ncl 25> f3 = addfile(diri+fil3, "r")
>> ncl 26> f4 = addfile(diri+fil4, "r")
>> ncl 27> f5 = addfile(diri+fil5, "r")
>> ncl 28> f6 = addfile(diri+fil6, "r")
>> ncl 29> f7 = addfile(diri+fil7, "r")
>> ncl 30> f8 = addfile(diri+fil8, "r")
>> ncl 31> f9 = addfile(diri+fil9, "r")
>> ncl 32> f10 = addfile(diri+fil10, "r")
>> ncl 33> f11 = addfile(diri+fil11, "r")
>> ncl 34> f12 = addfile(diri+fil12, "r")
>> ncl 35> f13 = addfile(diri+fil13, "r")
>> ncl 36> f14 = addfile(diri+fil14, "r")
>> ncl 37> f15 = addfile(diri+fil15, "r")
>> ncl 38>
>> ncl 39>
>> ncl 40>
>> ncl 41>   ozone1 = f1->O3_PM
>> ncl 42>   ozone1 at long_name = "O3 volume mixing ratio"
>> ncl 43>   ozone2 = f2->O3_PM
>> ncl 44>   ozone2 at long_name = "O3 volume mixing ratio"
>> ncl 45>   ozone3 = f3->O3_PM
>> ncl 46>   ozone3 at long_name = "O3 volume mixing ratio"
>> ncl 47>
>> ncl 48>   ozone4 = f4->O3_PM
>> ncl 49>   ozone4 at long_name = "O3 volume mixing ratio"
>> ncl 50>   ozone5 = f5->O3_PM
>> ncl 51>   ozone5 at long_name = "O3 volume mixing ratio"
>> ncl 52>   ozone6 = f6->O3_PM
>> ncl 53>   ozone6 at long_name = "O3 volume mixing ratio"
>> ncl 54>
>> ncl 55>   ozone7 = f7->O3_PM
>> ncl 56>   ozone7 at long_name = "O3 volume mixing ratio"
>> ncl 57>   ozone8 = f8->O3_PM
>> ncl 58>   ozone8 at long_name = "O3 volume mixing ratio"
>> ncl 59>   ozone9 = f9->O3_PM
>> ncl 60>   ozone9 at long_name = "O3 volume mixing ratio"
>> ncl 61>
>> ncl 62>   ozone10 = f10->O3_PM
>> ncl 63>   ozone10 at long_name = "O3 volume mixing ratio"
>> ncl 64>   ozone11 = f11->O3_PM
>> ncl 65>   ozone11 at long_name = "O3 volume mixing ratio"
>> ncl 66>   ozone12 = f12->O3_PM
>> ncl 67>   ozone12 at long_name = "O3 volume mixing ratio"
>> ncl 68>
>> ncl 69>   ozone13 = f13->O3_PM
>> ncl 70>   ozone13 at long_name = "O3 volume mixing ratio"
>> ncl 71>   ozone14 = f14->O3_PM
>> ncl 72>   ozone14 at long_name = "O3 volume mixing ratio"
>> ncl 73>   ozone15 = f15->O3_PM
>> ncl 74>   ozone15 at long_name = "O3 volume mixing ratio"
>> ncl 75> ;---------------------------------------------------
>> ncl 76>   printVarSummary(ozone15)    , just to see summary of one
>> of the variables
>> fatal:syntax error: line 76 before or near ,
>> printVarSummary(ozone15)    ,
>> ------------------------------^
>> 
>> fatal:error in statement
>> ncl 77>
>> ncl 78>   print ("min/max ozone15 = " + min(ozone15) + "/" +
>> max(ozone15))
>> ncl 79> ;---------------------------------------------------
>> ncl 80>   time = ispan (3600,103598,5) , data time in seconds
>> fatal:syntax error: line 80 before or near ,
>> time = ispan (3600,103598,5) ,
>> -------------------------------^
>> 
>> ncl 81>   long_name = "UTC time"
>> ncl 82> ;----------------------------------------------------
>> ncl 83> ; to plot multiple lines, you must put them into a
>> ncl 84> ; mulidimensional array
>> ncl 85> ;----------------------------------------------------
>> ncl 86>
>> ncl 87>  data = new((/15,500/),double)
>> ncl 88>   data(0,:) = ozone1
>> ncl 89>   data(1,:) = ozone2
>> ncl 90>   data(2,:) = ozone3
>> ncl 91>   data(3,:) = ozone4
>> ncl 92>   data(4,:) = ozone5
>> ncl 93>   data(5,:) = ozone6
>> ncl 94>   data(6,:) = ozone7
>> ncl 95>   data(7,:) = ozone8
>> ncl 96>   data(8,:) = ozone9
>> ncl 97>   data(9,:) = ozone10
>> ncl 98>   data(10,:) = ozone11
>> ncl 99>   data(11,:) = ozone12
>> ncl 100>   data(12,:) = ozone13
>> ncl 101>   data(13,:) = ozone14
>> ncl 102>   data(14,:) = ozone15
>> ncl 103>
>> ncl 104>   wks = gsn_open_wks("png", "O3_PM_ 2000_to & fro
>> lagos_Flights")
>> ncl 105>
>> ncl 106>  res = True
>> ncl 107>  res at xyExplicitLegendLabels =
>> (/"data1",\"data2","data3",\"data4"\,"data5",
>> ncl 107>
>> 
>> 
> "data6",\"data7\","data8","data9"\,"data10","data11"\,"data12","data13",\"data14"/)
>> ncl 107> res at xyLineColors = (/"black",\"red", "green",\"blue",\
>> 
>> 
> "orange","yellow",\"gray",\"purple","majenta",\"orchid1","plum1",\"magenta4""pink1",\"maroon","lightpink4"/)
>> 
>> fatal:syntax error: line 107 before or near =
>> res at xyLineColors =
>> -----------------^
>> 
>> ncl 107> res at xyDashPatterns = (/0, 5, 2, 1, 3, 2, 1, 5, 2, 0, 5, 2,
>> 4, 2, 3\)
>> ncl 107> res at xyLineThicknessF = 3
>> ncl 108> res at tiYAxisString = "O3_PM ppb"
>> ncl 109> res at tiYAxisFont = 21
>> ncl 110> res at tiYAxisFontAspectF = 1.3
>> ncl 111> res at tiYAxisFontHeightF = 0.012
>> ncl 112> res at tiXAxisString = "Time"
>> ncl 113> res at tiXAxisFont = 21
>> ncl 114> res at tiXAxisFontAspectF = 1.3
>> ncl 115> res at tiXAxisFontHeightF = 0.012
>> ncl 116> res at tiXAxisOffsetYF = 0.0
>> ncl 117> res at tiMainOffsetYF = 0.11
>> ncl 118> res at tiMainString = "Ozone to and fro Lagos Flights 2000"
>> ncl 119> res at tmXBLabelFontAspectF = 1.3
>> ncl 120> res at tmXBLabelFontHeightF =
>> fatal:syntax error: line 120 before or near \n
>> res at tmXBLabelFontHeightF =
>> --------------------------^
>> 
>> ncl 121> res at trYMinF = 10.0
>> ncl 122> res at trYMaxF = 200.0
>> ncl 123> res at gsnDraw = Fa
>> ncl 124> res at gsnFrame = False
>> ncl 125> res at vpXF = 0.2
>> ncl 126> ;-- set viewport resources
>> ncl 127> res at vpYF = 0.6
>> ncl 128> res at vpWidthF = 0.7
>> ncl 129> res at pmLegendDisplayMode = "Always"
>> ncl 130> res at pmLegendWidthF = 0.12 ;-- set legend width
>> ncl 131> res at pmLegendHeightF = 0.19 ;-- set legend height
>> ncl 132> res at pmLegendParallelPosF = 0.18 ;-- move legend right
>> ncl 133> ;-- create plot
>> ncl 134> plot = gsn_csm_xy(wks,time,data,res)
>> ncl 135>
>> ncl 136> ;-- draw the plot
>> ncl 137> draw(plot)
>> ncl 138> frame(wks)
>> ncl 139> end
>> (0)     min/max ozone15 = 2/479
>> fatal:Dimension size mismatch on subscript #1, left-hand and
>> right-hand side dimensions do not match
>> fatal:["Execute.c":8573]:Execute: Error occurred at or near line 88
>> 
>> On 2017-10-13 14:24, Adam Phillips wrote:
>> Hi Najib,
>> As a reminder, always include any error messages that you getting as
>> that would assist the ncl-talk community with diagnosing the
>> problem.
>> 
>> You have the following coding:
>> 
>> data = new((/15,500/),double)
>> data0 = ozone1
>> data1 = ozone2
>> <snip>
>> data14 = ozone15
>> 
>> You are copying the ozone1 array to a new array named data0, the
>> ozone2 array to data1, and so on. You are not infilling your data
>> array.
>> 
>> Then, you are calling the plotting function like this:
>> plot = gsn_csm_xy(wks,time,data,res)
>> 
>> Thus, I am guessing that nothing is being plotted as data is empty.
>> 
>> Swap this:
>> 
>> data = new((/15,500/),double)
>> data0 = ozone1
>> data1 = ozone2
>> <snip>
>> data14 = ozone15
>> 
>> with this:
>> 
>> data = new((/15,500/),double)
>> data(0,:) = ozone1
>> data(1,:) = ozone2
>> <snip>
>> data(14,:) = ozone15
>> 
>> If you have any further questions please respond to the ncl-talk
>> email
>> list.
>> Adam
>> 
>> On Fri, Oct 13, 2017 at 4:25 AM, <najib.yusuf at carnasrda.com> wrote:
>> 
>> Dear ncl talk,
>> 
>> Thank you for your guidance all the time. I am able to plot using
>> time series. However, I proceeded to modify the script to plot
>> multiple time series  (15 files) by following the example in
>> NCL_User_Guide " This example is saved in NUG_multi_timeseries.ncl."
>> But i am having a problem with multidimensional array because my
>> files have different sizes. Kindly direct me.
>> 
>> Attached are the two files.
>> 
>> Thank you
>> 
>> Najib
>> 
>> On 2017-09-27 13:41, Dennis Shea wrote:
>> You stated:  "I tried solving but couldn't get it"
>> 
>> Please look at the output from your commands.
>> 
>> The  output is  for *you* to look at.
>> 
>> ----
>> 
>> More on David's comment ...
>> 
>> re: GOLDEN RULE OF DATA PROCESSING... LOOK AT YOUR DATA
>> 
>> You used:
>> 
>> var = f->O3_PM(0)   <==== the reads only the 1st value [index (0)
>> ]
>> 
>> Variable: var
>> Type: double
>> Total Size: 8 bytes
>> 1 values           <=== ONE VALUE ... how do you contour
>> one value?
>> 
>> ---
>> 
>> The min & max are _FillValue. Look at the output from your script.
>> 
>> (0)    min/max var = -9999/-9999
>> ---
>> 
>> Even if you read  the entire *time  series* ... all values are
>> _FillValue
>> 
>> var = f->O3_PM    ;   entire series
>> 
>> printVarSummary(var)
>> 
>> Variable: var
>> Type: double
>> Total Size: 63024 bytes
>> 7878 values
>> Number of Dimensions: 1
>> Dimensions and sizes:   [UTC_time | 7878]    <=========
>> Coordinates:
>> UTC_time: [70841..106359]
>> Number Of Attributes: 8
>> standard_name :       mole_fraction_of_ozone_in_air
>> long_name :   Ozone mixing ratio
>> comment :     Measured by MOZAIC package
>> units :       0.000000001
>> missing_value :       -9999
>> _FillValue :  -9999
>> scale_factor :         1
>> availability :         0
>> 
>> print ("min/max var = " + min(var) + "/" + max(var))
>> (0)     MIN/MAX VAR = -9999/-9999
>> 
>> ---
>> 
>> It should be plotted as a time series not as a contour plot.
>> 
>> On Wed, Sep 27, 2017 at 10:34 AM, David Brown <dbrown at ucar.edu>
>> wrote:
>> 
>> You will never be able to contour the O3_PM variable from this file
>> because it contains only fill values:
>> 
>> ncl 0> f = addfile("IAGOS_timeseries_2013101819404151.nc [16] [16]
>> [1]
>> 
>> [1]","r")
>> ncl 1> printMinMax(f->O3_PM,0)
>> (0) Ozone mixing ratio (0.000000001) : min=-9999   max=-9999
>> 
>> Presumably this is what the attribute "availability" means: no valid
>> values for this variable.
>> 
>> Also for some reason your variable "var" contains only a single
>> value.
>> There is no way to make a contour plot with only one point even if
>> it
>> were a valid value. Since the only dimension in the file is a time
>> dimension, maybe this data set would be better displayed as a time
>> series x-y plot.
>> -dave
>> 
>> On Wed, Sep 27, 2017 at 8:16 AM,  <najib.yusuf at carnasrda.com> wrote:
>> 
>> Dear Sirs,
>> 
>> I try to plot contour map of O3_PM variable from .nc IAGOS file
>> but I am
>> getting strange errors, I tried solving but couldn't get it.
>> Kindly assist
>> to guide. Attached is the file and the IAGOS.ncl as script.Thank
>> you.
>> 
>> The summary of the print var is;
>> 
>> Variable: var
>> Type: double
>> Total Size: 8 bytes
>> 1 values
>> Number of Dimensions: 1
>> Dimensions and sizes:   [UTC_time | 1]
>> Coordinates:
>> Number Of Attributes: 9
>> UTC_time :    70841
>> standard_name :       mole_fraction_of_ozone_in_air
>> long_name :   Ozone mixing ratio
>> comment :     Measured by MOZAIC package
>> units :       0.000000001
>> missing_value :       -9999
>> _FillValue :  -9999
>> scale_factor :         1
>> availability :         0
>> 
>> Variable: var
>> Type: double
>> Total Size: 8 bytes
>> 1 values
>> Number of Dimensions: 1
>> Dimensions and sizes:   [UTC_time | 1]
>> Coordinates:
>> Number Of Attributes: 9
>> UTC_time :    70841
>> standard_name :       mole_fraction_of_ozone_in_air
>> long_name :   Ozone mixing ratio
>> comment :     Measured by MOZAIC package
>> units :       0.000000001
>> missing_value :       -9999
>> _FillValue :  -9999
>> scale_factor :         1
>> availability :         0
>> (0)     -9999
>> (0)     min/max var = -9999/-9999
>> fatal:MeshScalarFieldInitialize: Insufficient number of elements
>> in
>> sfDataArray
>> fatal:Unable to initialize layer-Can't Create
>> fatal:Unable to access object with id:-4
>> fatal:Unable to access object with id:-4
>> warning:Unable to add DataItem "(null)" to DataList
>> "cnScalarFieldData"
>> fatal:CompileDataList:DataList has no valid members
>> warning:ContourPlotSetValues: cnLevelSpacingF value causes level
>> count to
>> exceed maximum: using AUTOMATICLEVELS mode
>> ncl 48>
>> 
>> Thank you
>> 
>> Najib
>> 
>> _______________________________________________
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>> Links:
>> ------
>> [1] http://2013101819404151.nc
>> [2] http://mailman.ucar.edu/mailman/listinfo/ncl-talk [17] [17] [2]
>> 
>> _______________________________________________
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>> --
>> 
>> Adam Phillips
>> Associate Scientist,  Climate and Global Dynamics Laboratory, NCAR
>> 
>> www.cgd.ucar.edu/staff/asphilli/ [18] [18] [3]   303-497-1726 [19]
>> [19] [4]
>> 
>> [5]
>> 
>> Links:
>> ------
>> [1] http://2013101819404151.nc
>> [2] http://mailman.ucar.edu/mailman/listinfo/ncl-talk [17] [17]
>> [3] http://www.cgd.ucar.edu/staff/asphilli/ [18] [18]
>> [4] tel:(303)%20497-1726
>> [5] http://www.cgd.ucar.edu/staff/asphilli [20] [20]
>> 
>> _______________________________________________
>> ncl-talk mailing list
>> ncl-talk at ucar.edu
>> List instructions, subscriber options, unsubscribe:
>> http://mailman.ucar.edu/mailman/listinfo/ncl-talk [17] [17]
>> 
>> --
>> 
>> Adam Phillips
>> Associate Scientist,  Climate and Global Dynamics Laboratory, NCAR
>> 
>> www.cgd.ucar.edu/staff/asphilli/ [18] [18]   303-497-1726 [19]
>> 
>> [20]
>> 
>> Links:
>> ------
>> [1] http://2000040222361353.nc
>> [2] http://2000040922544753.nc
>> [3] http://2000041122453853.nc
>> [4] http://2000041217193053.nc
>> [5] http://2000041220041453.nc
>> [6] http://2000041222213953.nc
>> [7] http://2000050222480853.nc
>> [8] http://2000050723210353.nc
>> [9] http://2000051317072253.nc
>> [10] http://2000051320135353.nc
>> [11] http://2000051322273853.nc
>> [12] http://2000053009261035.nc
>> [13] http://2000060622395953.nc
>> [14] http://2000071122541553.nc
>> [15] http://2000071622553453.nc
>> [16] http://2013101819404151.nc
>> [17] http://mailman.ucar.edu/mailman/listinfo/ncl-talk [17]
>> [18] http://www.cgd.ucar.edu/staff/asphilli/ [18]
>> [19] tel:303-497-1726 [19]
>> [20] http://www.cgd.ucar.edu/staff/asphilli [20]
> 
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> Links:
> ------
> [1] http://2000040222361353.nc
> [2] http://2000040922544753.nc
> [3] http://2000041122453853.nc
> [4] http://2000041217193053.nc
> [5] http://2000041220041453.nc
> [6] http://2000041222213953.nc
> [7] http://2000050222480853.nc
> [8] http://2000050723210353.nc
> [9] http://2000051317072253.nc
> [10] http://2000051320135353.nc
> [11] http://2000051322273853.nc
> [12] http://2000053009261035.nc
> [13] http://2000060622395953.nc
> [14] http://2000071122541553.nc
> [15] http://2000071622553453.nc
> [16] http://2013101819404151.nc
> [17] http://mailman.ucar.edu/mailman/listinfo/ncl-talk
> [18] http://www.cgd.ucar.edu/staff/asphilli/
> [19] tel:303-497-1726
> [20] http://www.cgd.ucar.edu/staff/asphilli


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