[ncl-talk] Fwd: Re: Errors while trying to plot IAGOS data. Only the contour map plot, but the data is missing.
Dennis Shea
shea at ucar.edu
Sun Oct 15 08:18:06 MDT 2017
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","pl
>> um1",\"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]"
>>> ncl 8> fil2 = "IAGOS_timeseries_2000040922544753.nc [2]"
>>> ncl 9> fil3 = "IAGOS_timeseries_2000041122453853.nc [3]"
>>> ncl 10> fil4 = "IAGOS_timeseries_2000041217193053.nc [4]"
>>> ncl 11> fil5 = "IAGOS_timeseries_2000041220041453.nc [5]"
>>> ncl 12> fil6 = "IAGOS_timeseries_2000041222213953.nc [6]"
>>> ncl 13> fil7 = "IAGOS_timeseries_2000050222480853.nc [7]"
>>>
>>> ncl 14> fil8 = "IAGOS_timeseries_2000050723210353.nc [8]"
>>> ncl 15> fil9 = "IAGOS_timeseries_2000051317072253.nc [9]"
>>> ncl 16> fil10 = "IAGOS_timeseries_2000051320135353.nc [10]"
>>> ncl 17> fil11 = "IAGOS_timeseries_2000051322273853.nc [11]"
>>> ncl 18> fil12 = "IAGOS_timeseries_2000053009261035.nc [12]"
>>> ncl 19> fil13 = "IAGOS_timeseries_2000060622395953.nc [13]"
>>> ncl 20> fil14 = "IAGOS_timeseries_2000071122541553.nc [14]"
>>> ncl 21> fil15 = "IAGOS_timeseries_2000071622553453.nc [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"\,"data1
>> 2","data13",\"data14"/)
>>
>>> ncl 107> res at xyLineColors = (/"black",\"red", "green",\"blue",\
>>>
>>> "orange","yellow",\"gray",\"purple","majenta",\"orchid1","pl
>> um1",\"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] [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
>>>
>>> _______________________________________________
>>> ncl-talk mailing list
>>> ncl-talk at ucar.edu
>>> List instructions, subscriber options, unsubscribe:
>>> http://mailman.ucar.edu/mailman/listinfo/ncl-talk [17] [2] [2]
>>>
>>> _______________________________________________
>>> ncl-talk mailing list
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>>> List instructions, subscriber options, unsubscribe:
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>>>
>>> Links:
>>> ------
>>> [1] http://2013101819404151.nc
>>> [2] http://mailman.ucar.edu/mailman/listinfo/ncl-talk [17] [2]
>>>
>>> _______________________________________________
>>> ncl-talk mailing list
>>> ncl-talk at ucar.edu
>>> List instructions, subscriber options, unsubscribe:
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>>>
>>> --
>>>
>>> Adam Phillips
>>> Associate Scientist, Climate and Global Dynamics Laboratory, NCAR
>>>
>>> www.cgd.ucar.edu/staff/asphilli/ [18] [3] 303-497-1726 [19] [4]
>>>
>>> [5]
>>>
>>> Links:
>>> ------
>>> [1] http://2013101819404151.nc
>>> [2] http://mailman.ucar.edu/mailman/listinfo/ncl-talk [17]
>>> [3] http://www.cgd.ucar.edu/staff/asphilli/ [18]
>>> [4] tel:(303)%20497-1726
>>> [5] http://www.cgd.ucar.edu/staff/asphilli [20]
>>>
>>
>> _______________________________________________
>> ncl-talk mailing list
>> ncl-talk at ucar.edu
>> List instructions, subscriber options, unsubscribe:
>> http://mailman.ucar.edu/mailman/listinfo/ncl-talk [17]
>>
>> --
>>
>> Adam Phillips
>> Associate Scientist, Climate and Global Dynamics Laboratory, NCAR
>>
>> www.cgd.ucar.edu/staff/asphilli/ [18] 303-497-1726
>>
>> [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
>> [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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