<html>
<head>
<meta http-equiv="Content-Type" content="text/html; charset=utf-8">
</head>
<body style="word-wrap: break-word; -webkit-nbsp-mode: space; line-break: after-white-space;" class="">
Ali,
<div class=""><br class="">
</div>
<div class="">stat_dispersion produces 30 values, the space for it to be dumped into needs to have 30 spaces.</div>
<div class="">But you should separate 1 grid cell (like, ta1gridcell= ta(0,0,0)), print the values, and operate on that 1 grid cell. </div>
<div class=""><br class="">
</div>
<div class="">Cheers,</div>
<div class="">-Jonathan</div>
<div class=""><br class="">
</div>
<div class=""><br class="">
</div>
<div class=""><br class="">
<div><br class="">
<blockquote type="cite" class="">
<div class="">On Jul 1, 2021, at 9:33 AM, ali mughal <<a href="mailto:mughalali655@gmail.com" class="">mughalali655@gmail.com</a>> wrote:</div>
<br class="Apple-interchange-newline">
<div class="">
<div dir="ltr" class="">
<div dir="ltr" class="">
<div dir="ltr" class="">
<div dir="ltr" class="">
<div dir="ltr" class="">Thanks for the reply
<div class=""><br class="">
</div>
<div class="">shouldn't this</div>
<div class="">grid_stats(68,160,:) = stat_dispersion( ta(:,68,160), opt)</div>
<div class=""><br class="">
</div>
<div class="">be changed to </div>
<div class=""><br class="">
</div>
<div class="">grid_stats(68,160,3) = stat_dispersion( ta(:,68,160), opt)<br class="">
</div>
<div class=""><br class="">
</div>
<div class="">to obtain the 10th Percentile ?</div>
<div class=""><br class="">
</div>
<div class="">when I do it I get the following error</div>
<div class=""><br class="">
</div>
<div class="">
<div class="">fatal:VarVarWrite: Number of dimensions on left hand side does not match right hand side</div>
<div class="">fatal:["Execute.c":8576]:Execute: Error occurred at or near line 41</div>
</div>
<div class=""><br class="">
</div>
<div class=""><br class="">
</div>
</div>
</div>
</div>
<br class="">
<div class="gmail_quote">
<div dir="ltr" class="gmail_attr">On Thu, Jul 1, 2021 at 3:27 PM Muhammad Omer Mughal <<a href="mailto:m.mughal1@graduate.curtin.edu.au" class="">m.mughal1@graduate.curtin.edu.au</a>> wrote:<br class="">
</div>
<blockquote class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex">
<div dir="ltr" class="">
<div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 12pt;" class="">
Ali </div>
<div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 12pt;" class="">
This was a suggestion.</div>
<div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 12pt;" class="">
<br class="">
</div>
<div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 12pt;" class="">
<br class="">
</div>
<div class="">
<div id="gmail-m_-1656228484489191427Signature" class="">
<div class="">
<div id="gmail-m_-1656228484489191427divtagdefaultwrapper" style="font-size: 12pt; background-color: rgb(255, 255, 255); font-family: Calibri, Arial, Helvetica, sans-serif;" class="">
<div style="font-family:Tahoma;font-size:13px" class="">
<div style="font-family:Tahoma;font-size:13px" class=""><b class=""><br class="">
</b></div>
<div style="color:rgb(33,33,33);font-family:wf_segoe-ui_normal,"Segoe UI","Segoe WP",Tahoma,Arial,sans-serif;font-size:15.4545px;margin:0px;background-color:rgb(255,255,255)" class="">
<font face="Times New Roman,serif" size="3" class=""><span style="font-size:12pt" class=""><font face="Arial,sans-serif" size="1" color="#1F497D" class=""><span style="font-size:6pt" class=""><br class="">
</span></font></span></font></div>
<div style="color:rgb(33,33,33);font-family:wf_segoe-ui_normal,"Segoe UI","Segoe WP",Tahoma,Arial,sans-serif;font-size:15.4545px;margin:0px;background-color:rgb(255,255,255)" class="">
<font face="Times New Roman,serif" size="3" class=""><span style="font-size:12pt" class=""><font face="Arial,sans-serif" size="1" color="#1F497D" class=""><span style="font-size:6pt" class=""><br class="">
</span></font></span></font></div>
</div>
</div>
</div>
</div>
</div>
<div id="gmail-m_-1656228484489191427appendonsend" class=""></div>
<hr style="display:inline-block;width:98%" class="">
<div id="gmail-m_-1656228484489191427divRplyFwdMsg" dir="ltr" class=""><font face="Calibri, sans-serif" style="font-size:11pt" class=""><b class="">From:</b> Muhammad Omer Mughal <<a href="mailto:m.mughal1@graduate.curtin.edu.au" target="_blank" class="">m.mughal1@graduate.curtin.edu.au</a>><br class="">
<b class="">Sent:</b> Thursday, 1 July 2021 3:22 PM<br class="">
<b class="">To:</b> ali mughal <<a href="mailto:mughalali655@gmail.com" target="_blank" class="">mughalali655@gmail.com</a>>; Buzan, Jonathan <<a href="mailto:jbuzan@purdue.edu" target="_blank" class="">jbuzan@purdue.edu</a>><br class="">
<b class="">Cc:</b> Ncl-talk <<a href="mailto:ncl-talk@ucar.edu" target="_blank" class="">ncl-talk@ucar.edu</a>><br class="">
<b class="">Subject:</b> Re: [ncl-talk] stat_despersion</font>
<div class=""> </div>
</div>
<div dir="ltr" class="">
<div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 12pt;" class="">
I used the following script . I also copied the result at the end of the script. Can it be due to the reason that the value is too small </div>
<div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 12pt;" class="">
<br class="">
</div>
<div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 12pt;" class="">
</div>
<div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 12pt;" class="">
a=addfile("BEM_April","r")
<div class="">ta_mean_BEM=a->TA_MEAN
<div class="">ta=ta_mean_BEM(24:719,0,:,:)</div>
ta=ta-273.16<br class="">
</div>
<div class=""><br class="">
</div>
<div class="">opt=False</div>
<div class=""></div>
</div>
<div class=""> nlat=dimsizes(nlat1)</div>
<div class=""> mlon=dimsizes(mlon1)<br class="">
</div>
grid_stats = new ((/nlat,mlon,30/), typeof(ta), getFillValue(ta))<br class="">
<div class=""> grid_stats(68,160,:) = stat_dispersion( ta(:,68,160), opt)</div>
<div class=""> printMinMax (grid_stats, False)</div>
<div class=""> </div>
<div class="">(0) Robust Dispersion Statistics: min=-0.552326 max=696<br class="">
</div>
<div class=""><br class="">
</div>
<div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 12pt;" class="">
<span style="font-size:6pt" class=""><br class="">
</span></div>
<div style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 12pt;" class="">
<span style="font-size:6pt" class=""><br class="">
</span></div>
<div id="gmail-m_-1656228484489191427x_appendonsend" class=""></div>
<hr style="display:inline-block;width:98%" class="">
<div id="gmail-m_-1656228484489191427x_divRplyFwdMsg" dir="ltr" class=""><font face="Calibri, sans-serif" style="font-size:11pt" class=""><b class="">From:</b> ncl-talk <<a href="mailto:ncl-talk-bounces@mailman.ucar.edu" target="_blank" class="">ncl-talk-bounces@mailman.ucar.edu</a>>
on behalf of Buzan, Jonathan via ncl-talk <<a href="mailto:ncl-talk@mailman.ucar.edu" target="_blank" class="">ncl-talk@mailman.ucar.edu</a>><br class="">
<b class="">Sent:</b> Thursday, 1 July 2021 2:24 PM<br class="">
<b class="">To:</b> ali mughal <<a href="mailto:mughalali655@gmail.com" target="_blank" class="">mughalali655@gmail.com</a>><br class="">
<b class="">Cc:</b> Ncl-talk <<a href="mailto:ncl-talk@ucar.edu" target="_blank" class="">ncl-talk@ucar.edu</a>><br class="">
<b class="">Subject:</b> Re: [ncl-talk] stat_despersion</font>
<div class=""> </div>
</div>
<div style="overflow-wrap: break-word;" class="">Hello,
<div class=""><br class="">
</div>
<div class="">You should try 1 grid cell first and print the values and print the stat_dispersion, and double check that you are feeding the array the correct data. </div>
<div class=""><br class="">
</div>
<div class="">-Jonathan</div>
<div class=""><br class="">
</div>
<div class=""><br class="">
<div class=""><br class="">
<blockquote type="cite" class="">
<div class="">On Jul 1, 2021, at 5:52 AM, ali mughal via ncl-talk <<a href="mailto:ncl-talk@mailman.ucar.edu" target="_blank" class="">ncl-talk@mailman.ucar.edu</a>> wrote:</div>
<br class="">
<div class="">
<div dir="ltr" class="">
<div dir="ltr" class="">Sorry a correction to the above email is that all values in grid_stats, tenthP and nintythP are 0.</div>
</div>
<br class="">
<div class="">
<div dir="ltr" class="">On Thu, Jul 1, 2021 at 11:49 AM ali mughal <<a href="mailto:mughalali655@gmail.com" target="_blank" class="">mughalali655@gmail.com</a>> wrote:<br class="">
</div>
<blockquote style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex" class="">
<div dir="ltr" class="">
<div dir="ltr" class="">Dear All
<div class=""><br class="">
</div>
<div class="">Here is how I have modified the code according to your suggestions. However, I am getting all values in the output of grid_stats.and when I try plotting the tenth percentile I also have a zero value. I will be extremely grateful for your support.</div>
<div class=""><br class="">
</div>
<div class=""><br class="">
</div>
<div class="">
<div class="">load "$NCARG_ROOT/lib/ncarg/nclscripts/csm/contributed.ncl"</div>
<div class="">a=addfile("wrfout","r")<br class="">
</div>
<div class="">ta_mean_BEM=a->TA_MEAN<br class="">
</div>
<div class="">ta=ta_mean_BEM(24:719,0,:,:)</div>
<div class="">ta=ta-273.16</div>
<div class="">nlat1=ta(0,:,0)</div>
<div class="">mlon1=ta(0,0,:)</div>
<div class=""><br class="">
</div>
<div class=""><br class="">
</div>
<div class=""> nlStrt=0</div>
<div class=""> nlLast=129</div>
<div class=""> mlStrt=0</div>
<div class=""> mlLast=210</div>
<div class=""> nlat=dimsizes(nlat1)</div>
<div class=""> mlon=dimsizes(mlon1)</div>
<div class=""> </div>
<div class=""> grid_stats = new ((/nlat,mlon,30/), typeof(ta), getFillValue(ta))</div>
<div class=""> do nl=nlStrt,nlStrt-1</div>
<div class=""> do ml=mlStrt,mlStrt-1</div>
<div class=""><br class="">
</div>
<div class=""> grid_stats(nl-nlStrt,ml-mlStrt,:) = stat_dispersion( ta(:,nl,ml), opt)</div>
<div class=""><br class="">
</div>
<div class=""> end do</div>
<div class=""> end do</div>
<div class=""><br class="">
</div>
<div class="">tenthP=grid_stats(:,:,3)</div>
<div class=""><br class="">
</div>
<div class="">nintythP=grid_stats(:,:,13)</div>
<div class=""><br class="">
</div>
<div class=""><br class="">
</div>
<div class="">type = "png"</div>
<div class="">wks = gsn_open_wks(type,"abc")</div>
<div class="">res =True</div>
<div class="">opts = res</div>
<div class="">opts@cnFillOn = True</div>
<div class="">opts@cnConstFEnableFill = True</div>
<div class="">opts@cnConstFLabelBackgroundColor = "transparent"</div>
<div class=""><br class="">
</div>
<div class=""><br class="">
</div>
<div class="">pltres = True</div>
<div class="">pltres@NoTitles = True</div>
<div class="">pltres@gsnMaximize = True</div>
<div class="">pltres@FramePlot = False</div>
<div class="">pltres@PanelPlot = True</div>
<div class="">mpres = True</div>
<div class="">mpres@mpOutlineBoundarySets ="NoBoundaries"</div>
<div class="">contour_lh = wrf_contour(a,wks,tenthP,opts)</div>
<div class="">delete(opts)</div>
<div class=""><br class="">
</div>
<div class="">plot = wrf_map_overlays(a,wks,(/contour_lh/),pltres,mpres)</div>
<div class="">draw(plot)</div>
<div class="">frame(wks)</div>
<div class=""><br class="">
</div>
<div class=""><br class="">
</div>
<div class=""><br class="">
</div>
<div class=""><br class="">
</div>
</div>
<div class=""><br class="">
</div>
<div class=""><br class="">
</div>
<div class=""><br class="">
</div>
<div class=""><br class="">
</div>
<div class=""><br class="">
</div>
<div class=""><br class="">
</div>
<div class=""><br class="">
</div>
<div class=""><br class="">
</div>
<div class=""><br class="">
</div>
<div class=""><br class="">
</div>
</div>
</div>
<br class="">
<div class="">
<div dir="ltr" class="">On Wed, Jun 30, 2021 at 10:24 PM Dave Allured - NOAA Affiliate <<a href="mailto:dave.allured@noaa.gov" target="_blank" class="">dave.allured@noaa.gov</a>> wrote:<br class="">
</div>
<blockquote style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex" class="">
<div dir="ltr" class="">
<div class="">Also, stat_dispersion returns an array of 30 values each time, not a single value. See function documentation. So you need to add an extra dimension in the loop calculation, like this:</div>
<div class=""><br class="">
</div>
<div class=""> grid_stats = new ((/ nlat, mlon, 30 /), typeof(rf), getFillValue(rf))</div>
<div class=""><br class="">
</div>
<div class=""> do ...</div>
<div class=""> do ...</div>
<div class=""> grid_stats(nl-nlStrt,ml-mlStrt,:) = stat_dispersion( rf(:,nl,ml), opt)</div>
<div class=""> end do</div>
<div class=""> end do</div>
<div class=""><br class="">
</div>
<div class="">When the loop is complete, the 10th percentile values will be in grid_stats(:,:,3), which is a 2-D grid that you can plot. The 90th percentile values will be in grid_stats(:,:,13). Again, refer to the function documentation for the correct index
values to access the desired statistics.</div>
<div class=""><br class="">
</div>
<br class="">
<div class="">
<div dir="ltr" class="">On Wed, Jun 30, 2021 at 5:13 AM Buzan, Jonathan <<a href="mailto:jbuzan@purdue.edu" target="_blank" class="">jbuzan@purdue.edu</a>> wrote:<br class="">
</div>
<blockquote style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex" class="">
<div class="">NCL counts from 0 to n-1, not from 1 to n. So your loop vars need to account for that.
<div class=""><br class="">
</div>
<div class="">Cheers,</div>
<div class="">-Jonathan</div>
<div class="">
<div class=""><br class="">
<blockquote type="cite" class="">
<div class="">On Jun 30, 2021, at 1:10 PM, ali mughal via ncl-talk <<a href="mailto:ncl-talk@mailman.ucar.edu" target="_blank" class="">ncl-talk@mailman.ucar.edu</a>> wrote:</div>
<br class="">
<div class="">
<div dir="ltr" class="">
<div dir="ltr" class="">
<div dir="ltr" class="">Dear community
<div class="">Thank you very much for your helpful comments. </div>
<div class="">As an initial test, I was trying to obtain statistics at all grid points before plotting them. I used the following code </div>
<div class="">
<div class="">load "$NCARG_ROOT/lib/ncarg/nclscripts/csm/contributed.ncl"</div>
<div class="">a=addfile("wrfout","r")<br class="">
</div>
<div class="">ta_mean_BEM=a->TA_MEAN<br class="">
</div>
<div class="">ta=ta_mean_BEM(24:719,0,:,:)</div>
<div class="">rf=ta-273.16</div>
<div class="">nlat1=rf(0,:,0)</div>
<div class="">printVarSummary(nlat)</div>
<div class="">mlon1=rf(0,0,:)</div>
<div class="">printVarSummary(mlon)</div>
<div class="">printVarSummary(rf)</div>
<div class="">opt=False</div>
<div class=""><br class="">
</div>
<div class=""> nlStrt=0</div>
<div class=""> nlLast=129</div>
<div class=""> mlStrt=0</div>
<div class=""> mlLast=210</div>
<div class=""> nlat=dimsizes(nlat1)</div>
<div class=""> mlon=dimsizes(mlon1)</div>
<div class=""> </div>
<div class=""> grid_stats = new ((/nlat(0),mlon(0)/), typeof(rf), getFillValue(rf))</div>
<div class=""> printVarSummary(grid_stats)</div>
<div class=""> do nl=0,nlLast</div>
<div class=""> do ml=0,mlLast</div>
<div class=""><br class="">
</div>
<div class=""> grid_stats(nl-nlStrt,ml-mlStrt) = stat_dispersion( rf(:,nl,ml), opt)</div>
<div class=""><br class="">
</div>
<div class=""> end do</div>
<div class=""> end do</div>
<div class=""><br class="">
</div>
<div class=""> copy_VarCoords(rf(:,nlStrt:nlLast,mlStrt:mlLast), grid_stats)</div>
<div class=""> grid_stats@long_name = "stat_dispersion at individual grid points"</div>
<div class=""> printVarSummary(grid_stats)</div>
</div>
<div class=""><br class="">
</div>
<div class="">But I obtain the following output from my print statements and the errors</div>
<div class=""><br class="">
</div>
<div class="">
<div class=""><font size="1" class="">Variable: rf</font></div>
<div class=""><font size="1" class="">Type: float</font></div>
<div class=""><font size="1" class="">Total Size: 75418560 bytes</font></div>
<div class=""><font size="1" class=""> 18854640 values</font></div>
<div class=""><font size="1" class="">Number of Dimensions: 3</font></div>
<div class=""><font size="1" class="">Dimensions and sizes: [696] x [129] x [210]</font></div>
<div class=""><font size="1" class="">Coordinates:</font></div>
<div class=""><font size="1" class=""><br class="">
</font></div>
<div class=""><font size="1" class="">Variable: grid_stats</font></div>
<div class=""><font size="1" class="">Type: float</font></div>
<div class=""><font size="1" class="">Total Size: 108360 bytes</font></div>
<div class=""><font size="1" class=""> 27090 values</font></div>
<div class=""><font size="1" class="">Number of Dimensions: 2</font></div>
<div class=""><font size="1" class="">Dimensions and sizes: [129] x [210]</font></div>
<div class=""><font size="1" class="">Coordinates:</font></div>
<div class=""><font size="1" class="">fatal:VarVarWrite: Number of dimensions on left hand side does not match right hand side</font></div>
<div class=""><font size="1" class="">fatal:["Execute.c":8578]:Execute: Error occurred at or near line 46 in file var_Test.ncl</font></div>
<div class=""><font size="1" class=""><br class="">
</font></div>
<div class=""><font size="1" class="">fatal:Subscript out of range, error in subscript #1</font></div>
<div class=""><font size="1" class="">fatal:An error occurred reading rf</font></div>
<div class=""><font size="1" class="">fatal:["Execute.c":8578]:Execute: Error occurred at or near line 51 in file var_Test.ncl</font></div>
<div class=""><font size="1" class=""><br class="">
</font></div>
<div class=""><font size="1" class="">Variable: grid_stats</font></div>
<div class=""><font size="1" class="">Type: float</font></div>
<div class=""><font size="1" class="">Total Size: 108360 bytes</font></div>
<div class=""><font size="1" class=""> 27090 values</font></div>
<div class=""><font size="1" class="">Number of Dimensions: 2</font></div>
<div class=""><font size="1" class="">Dimensions and sizes: [129] x [210]</font></div>
<div class=""><font size="1" class="">Coordinates:</font></div>
<div class=""><font size="1" class="">Number Of Attributes: 1</font></div>
<div class=""><font size="1" class=""> long_name : stat_dispersion at individual grid points</font></div>
</div>
<div class=""><br class="">
</div>
</div>
</div>
</div>
<br class="">
<div class="">
<div dir="ltr" class="">On Wed, Jun 30, 2021 at 12:01 AM Dave Allured - NOAA Affiliate <<a href="mailto:dave.allured@noaa.gov" target="_blank" class="">dave.allured@noaa.gov</a>> wrote:<br class="">
</div>
<blockquote style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex" class="">
<div dir="ltr" class="">
<div dir="ltr" class="">
<div dir="ltr" class="">
<div class="">Ali, you do not need to make new code to find the 10th and 90th percentile values. Just use stat_dispersion directly, and take only the output values that you need. The function is designed to be used in this way. There is no significant performance
impact from ignoring all the other result values.<br class="">
</div>
<div class=""><br class="">
</div>
<div class="">You can easily make a spatial map of 10th or 90th percentile values. Just call stat_dispersion inside a double loop over X and Y dimensions.</div>
<div class=""><br class="">
</div>
<br class="">
<div class="">
<div dir="ltr" class="">On Tue, Jun 29, 2021 at 9:23 AM Buzan, Jonathan via ncl-talk <<a href="mailto:ncl-talk@mailman.ucar.edu" target="_blank" class="">ncl-talk@mailman.ucar.edu</a>> wrote:<br class="">
</div>
<blockquote style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex" class="">
<div class="">Hello,
<div class=""><br class="">
</div>
<div class="">I’ve used that function a bunch. If you only want 10th and 90th percentile, you’ll want to use: </div>
<div class=""><br class="">
</div>
<div class="">qsort</div>
<div class="">Which will sort your data within a single grid cell from lowest to highest.</div>
<div class=""><br class="">
</div>
<div class="">And then grab the specific lines of code for 10th and 90th percentiles from the stat_dispersion function in:</div>
<div class="">$NCARG_ROOT/lib/ncarg/nclscripts/csm/contributed.ncl</div>
<div class=""><br class="">
</div>
<div class="">If you look at the function, you’ll see that it uses qsort, then goes step by step through calculating all the different applications.</div>
<div class=""><br class="">
</div>
<div class="">Cheers,</div>
<div class="">-Jonathan</div>
<div class="">
<div class=""><br class="">
<blockquote type="cite" class="">
<div class="">On Jun 29, 2021, at 5:14 PM, ali mughal via ncl-talk <<a href="mailto:ncl-talk@mailman.ucar.edu" target="_blank" class="">ncl-talk@mailman.ucar.edu</a>> wrote:</div>
<br class="">
<div class="">
<div dir="ltr" class="">
<div dir="ltr" class="">Dear NCL community
<div class=""><br class="">
</div>
<div class="">In the following ncl function </div>
<div class=""><br class="">
</div>
<div class=""><a href="http://www.ncl.ucar.edu/Document/Functions/Contributed/stat_dispersion.shtml" target="_blank" class="">http://www.ncl.ucar.edu/Document/Functions/Contributed/stat_dispersion.shtml</a><br class="">
</div>
<div class=""><br class="">
</div>
<div class="">Is it possible to use 10th and 90th percentile values only ? </div>
<div class=""><br class="">
</div>
<div class="">Also can these values be used to develop a spatial map? </div>
<div class=""><br class="">
</div>
<div class="">For example if I want to find the 10th and 90th percentile of air temperature within the urban grid cells only.</div>
<div class=""><br class="">
</div>
<div class="">Can anyone share an example script or point me to any web resource will be appreciated. </div>
<div class=""><br class="">
</div>
<div class="">Thanks in advance</div>
</div>
</div>
</div>
</blockquote>
</div>
</div>
</div>
</blockquote>
</div>
</div>
</div>
</div>
</blockquote>
</div>
</div>
</blockquote>
</div>
</div>
</div>
</blockquote>
</div>
</div>
</blockquote>
</div>
</blockquote>
</div>
_______________________________________________<br class="">
ncl-talk mailing list<br class="">
<a href="mailto:ncl-talk@mailman.ucar.edu" target="_blank" class="">ncl-talk@mailman.ucar.edu</a><br class="">
List instructions, subscriber options, unsubscribe:<br class="">
<a href="https://mailman.ucar.edu/mailman/listinfo/ncl-talk" target="_blank" class="">https://mailman.ucar.edu/mailman/listinfo/ncl-talk</a></div>
</blockquote>
</div>
<br class="">
</div>
</div>
</div>
</div>
</blockquote>
</div>
</div>
</div>
</div>
</blockquote>
</div>
<br class="">
</div>
</body>
</html>