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<p class="MsoNormal"><span style="font-size:11.0pt;font-family:&quot;Calibri&quot;,&quot;sans-serif&quot;;color:#1F497D">Hi Muhammad and Mary,<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;font-family:&quot;Calibri&quot;,&quot;sans-serif&quot;;color:#1F497D"><o:p>&nbsp;</o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;font-family:&quot;Calibri&quot;,&quot;sans-serif&quot;;color:#1F497D">Would rcm2points be suitable for this?<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;font-family:&quot;Calibri&quot;,&quot;sans-serif&quot;;color:#1F497D"><o:p>&nbsp;</o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;font-family:&quot;Calibri&quot;,&quot;sans-serif&quot;;color:#1F497D"><a href="https://www.ncl.ucar.edu/Document/Functions/Built-in/rcm2points.shtml">https://www.ncl.ucar.edu/Document/Functions/Built-in/rcm2points.shtml</a><o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;font-family:&quot;Calibri&quot;,&quot;sans-serif&quot;;color:#1F497D"><o:p>&nbsp;</o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;font-family:&quot;Calibri&quot;,&quot;sans-serif&quot;;color:#1F497D">Helen<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;font-family:&quot;Calibri&quot;,&quot;sans-serif&quot;;color:#1F497D"><o:p>&nbsp;</o:p></span></p>
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<p class="MsoNormal"><b><span lang="EN-US" style="font-size:10.0pt;font-family:&quot;Tahoma&quot;,&quot;sans-serif&quot;">From:</span></b><span lang="EN-US" style="font-size:10.0pt;font-family:&quot;Tahoma&quot;,&quot;sans-serif&quot;"> ncl-talk-bounces@ucar.edu [mailto:ncl-talk-bounces@ucar.edu]
<b>On Behalf Of </b>Muhammad Omer Mughal<br>
<b>Sent:</b> 18 July 2017 01:55<br>
<b>To:</b> Mary Haley; ncl-talk@ucar.edu<br>
<b>Subject:</b> Re: [ncl-talk] Wrf output at multiple mast locations<o:p></o:p></span></p>
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<p class="MsoNormal"><o:p>&nbsp;</o:p></p>
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<p><span style="font-family:&quot;Calibri&quot;,&quot;sans-serif&quot;;color:black">Hi Mary <o:p></o:p></span></p>
<p><span style="font-family:&quot;Calibri&quot;,&quot;sans-serif&quot;;color:black"><o:p>&nbsp;</o:p></span></p>
<p><span style="font-family:&quot;Calibri&quot;,&quot;sans-serif&quot;;color:black">Many thanks for your reply. Kindly see the code I use now to get 2m temperature at one location. The problem is that I am unable to get the corresponding times in the ascii file. Also is there
 a way to use 15 locations in line <o:p></o:p></span></p>
<p><span style="font-family:&quot;Calibri&quot;,&quot;sans-serif&quot;;color:black">loc = wrf_user_ll_to_ij(a, 103.78538333,1.44386667, True) instead of just one.<o:p></o:p></span></p>
<p><span style="font-family:&quot;Calibri&quot;,&quot;sans-serif&quot;;color:black"><o:p>&nbsp;</o:p></span></p>
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<p class="MsoNormal"><span style="font-family:&quot;Calibri&quot;,&quot;sans-serif&quot;;color:black">load &quot;$NCARG_ROOT/lib/ncarg/nclscripts/csm/gsn_code.ncl&quot;<br>
load &quot;$NCARG_ROOT/lib/ncarg/nclscripts/csm/gsn_csm.ncl&quot;<br>
load &quot;$NCARG_ROOT/lib/ncarg/nclscripts/wrf/WRFUserARW.ncl&quot;<br>
;***********************************************<br>
begin<br>
;***********************************************<br>
<br>
DATADir = &quot;./&quot;<br>
&nbsp; FILES = systemfunc (&quot; ls -1 &quot; &#43; DATADir &#43; &quot;wrfout_d05* &quot;)<br>
a = addfiles(FILES&#43;&quot;.nc&quot;,&quot;r&quot;)<br>
<br>
times = wrf_user_list_times(a)<br>
ntimes = dimsizes(times)<br>
<br>
do it = 0,ntimes-1<br>
ntimes = dimsizes(times)<br>
T2= new(ntimes,&quot;string&quot;)<br>
time = it<br>
<br>
loc = wrf_user_ll_to_ij(a, 103.78538333,1.44386667, True)<br>
mx = loc(0) - 1 ; array pointers in NCL space<br>
ny = loc(1)-1<br>
lat1&nbsp; = a[0]-&gt;XLAT(0,ny,mx)&nbsp;&nbsp;&nbsp; ; the is the nearest grid point<o:p></o:p></span></p>
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<p class="MsoNormal"><span style="font-family:&quot;Calibri&quot;,&quot;sans-serif&quot;;color:black">lon1&nbsp; = a[0]-&gt;XLONG(0,ny,mx)<br>
tc2 = wrf_user_getvar(a,&quot;T2&quot;,it)&nbsp;&nbsp;&nbsp;&nbsp; ; T2 in Kelvin<br>
tc2 = tc2-273.16&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; ; T2 in C<br>
&nbsp;end do<br>
asciiwrite(&quot;2mtemperature.csv&quot;,tc2)<br>
end<o:p></o:p></span></p>
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<p class="MsoNormal"><span style="font-family:&quot;Calibri&quot;,&quot;sans-serif&quot;;color:black"><o:p>&nbsp;</o:p></span></p>
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<p class="MsoNormal" style="background:white"><span style="font-size:10.0pt;font-family:&quot;Tahoma&quot;,&quot;sans-serif&quot;;color:black"><o:p>&nbsp;</o:p></span></p>
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<p class="MsoNormal" style="background:white"><span style="font-size:11.0pt;font-family:&quot;Arial Bold&quot;,&quot;serif&quot;;color:#1F497D">Muhammad Omer Mughal</span><span style="font-size:11.5pt;font-family:&quot;Segoe UI&quot;,&quot;sans-serif&quot;;color:#212121"><o:p></o:p></span></p>
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<p class="MsoNormal" style="background:white"><span style="font-size:11.0pt;font-family:&quot;Arial Bold&quot;,&quot;serif&quot;;color:#1F497D">MSc&nbsp;BSc&nbsp;Mechanical Engineering</span><span style="font-size:8.0pt;font-family:&quot;Arial&quot;,&quot;sans-serif&quot;;color:#1F497D"><br>
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<p class="MsoNormal" style="background:white"><span style="font-size:11.5pt;font-family:&quot;Segoe UI&quot;,&quot;sans-serif&quot;;color:#212121"><o:p>&nbsp;</o:p></span></p>
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<p class="MsoNormal" style="background:white"><span style="font-size:11.5pt;font-family:&quot;Segoe UI&quot;,&quot;sans-serif&quot;;color:#212121"><o:p>&nbsp;</o:p></span></p>
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<p class="MsoNormal"><b><span style="font-size:11.0pt;font-family:&quot;Calibri&quot;,&quot;sans-serif&quot;;color:black">From:</span></b><span style="font-size:11.0pt;font-family:&quot;Calibri&quot;,&quot;sans-serif&quot;;color:black"> Mary Haley &lt;<a href="mailto:haley@ucar.edu">haley@ucar.edu</a>&gt;<br>
<b>Sent:</b> Friday, 14 July 2017 10:44:04 PM<br>
<b>To:</b> Muhammad Omer Mughal<br>
<b>Subject:</b> Re: [ncl-talk] Wrf output at multiple mast locations</span> <o:p>
</o:p></p>
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<p class="MsoNormal">&nbsp;<o:p></o:p></p>
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<p class="MsoNormal">Muhammad,<o:p></o:p></p>
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<p class="MsoNormal"><o:p>&nbsp;</o:p></p>
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<p class="MsoNormal">For plotting WRF data, I recommend visiting this page:<o:p></o:p></p>
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<p class="MsoNormal"><o:p>&nbsp;</o:p></p>
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<p class="MsoNormal"><a href="http://www.ncl.ucar.edu/Applications/wrf.shtml">http://www.ncl.ucar.edu/Applications/wrf.shtml</a><o:p></o:p></p>
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<p class="MsoNormal"><o:p>&nbsp;</o:p></p>
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<p class="MsoNormal">As that first box points, out, you can use wrf_user_getvar:<o:p></o:p></p>
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<p class="MsoNormal"><o:p>&nbsp;</o:p></p>
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<p class="MsoNormal"><a href="http://www.ncl.ucar.edu/Document/Functions/WRF_arw/wrf_user_getvar.shtml">http://www.ncl.ucar.edu/Document/Functions/WRF_arw/wrf_user_getvar.shtml</a><o:p></o:p></p>
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<p class="MsoNormal"><o:p>&nbsp;</o:p></p>
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<p class="MsoNormal">to calculate various diagnostics and/or read variables.&nbsp; It has some examples, including how to read 2m temperature (in degK):<o:p></o:p></p>
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<p class="MsoNormal"><o:p>&nbsp;</o:p></p>
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<p class="MsoNormal">&nbsp; t2 = wrf_user_getvar(f,&quot;T2&quot;,-1) &nbsp; &nbsp;; read 2m temp across all time steps<o:p></o:p></p>
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<p class="MsoNormal"><o:p>&nbsp;</o:p></p>
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<p class="MsoNormal">In order to compare observational data with data that's on a WRF grid, you need to regrid or place the obs data on the WRF grid.<o:p></o:p></p>
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<p class="MsoNormal"><o:p>&nbsp;</o:p></p>
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<p class="MsoNormal">To regrid the data using ESMF, this involves interpolation, which you may or may not want.<o:p></o:p></p>
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<p class="MsoNormal"><o:p>&nbsp;</o:p></p>
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<p class="MsoNormal">See example ESMF_regrid_20.ncl at:<o:p></o:p></p>
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<p class="MsoNormal"><o:p>&nbsp;</o:p></p>
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<p class="MsoNormal"><a href="http://www.ncl.ucar.edu/Applications/ESMF.shtml#ex20">http://www.ncl.ucar.edu/Applications/ESMF.shtml#ex20</a><o:p></o:p></p>
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<p class="MsoNormal"><o:p>&nbsp;</o:p></p>
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<p class="MsoNormal">This goes from a WRF grid to another WRF grid, but the main change you need to make is to the &quot;lat_src&quot; and &quot;lon_src&quot; variables, which represent your source grid. These will need to be set the observational lat/lon 1D arrays in your case.&nbsp;<o:p></o:p></p>
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<p class="MsoNormal"><o:p>&nbsp;</o:p></p>
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<p class="MsoNormal">If you don't want to interpolate the data, then you can try triple2grid2d, which we don't have any examples for, but the documentation has some code snippets for:<o:p></o:p></p>
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<p class="MsoNormal"><o:p>&nbsp;</o:p></p>
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<p class="MsoNormal"><a href="http://www.ncl.ucar.edu/Document/Functions/Built-in/triple2grid2d.shtml">http://www.ncl.ucar.edu/Document/Functions/Built-in/triple2grid2d.shtml</a><o:p></o:p></p>
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<p class="MsoNormal"><o:p>&nbsp;</o:p></p>
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<p class="MsoNormal">Finally, you may also want to visit the &quot;gridding random data&quot; page:<o:p></o:p></p>
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<p class="MsoNormal"><o:p>&nbsp;</o:p></p>
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<p class="MsoNormal"><a href="http://www.ncl.ucar.edu/Document/Functions/Built-in/triple2grid2d.shtml">http://www.ncl.ucar.edu/Document/Functions/Built-in/triple2grid2d.shtml</a><o:p></o:p></p>
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<p class="MsoNormal"><o:p>&nbsp;</o:p></p>
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<p class="MsoNormal">I'm not sure this is your best set of examples, but I think it's worth looking at all these different methods to see which one best fits your purpose.<o:p></o:p></p>
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<p class="MsoNormal"><o:p>&nbsp;</o:p></p>
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<p class="MsoNormal">If you have problems with this and are able to provide us with your script and data, then we can help you out and maybe create a new example for our examples page so other users can benefit.<o:p></o:p></p>
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<p class="MsoNormal"><o:p>&nbsp;</o:p></p>
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<p class="MsoNormal">Good luck,<o:p></o:p></p>
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<p class="MsoNormal"><o:p>&nbsp;</o:p></p>
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<p class="MsoNormal">--Mary<o:p></o:p></p>
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<p class="MsoNormal"><o:p>&nbsp;</o:p></p>
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<p class="gmail-p2"><o:p>&nbsp;</o:p></p>
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<p class="MsoNormal"><o:p>&nbsp;</o:p></p>
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<p class="MsoNormal"><o:p>&nbsp;</o:p></p>
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<p class="MsoNormal"><o:p>&nbsp;</o:p></p>
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<p class="MsoNormal">On Wed, Jul 12, 2017 at 6:50 PM, Muhammad Omer Mughal &lt;<a href="mailto:m.mughal1@postgrad.curtin.edu.au" target="_blank">m.mughal1@postgrad.curtin.edu.au</a>&gt; wrote:<o:p></o:p></p>
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<p class="MsoNormal">Hi<br>
<br>
Is it possible in NCL to grab 2m temperature time series data at multiple locations in a single Wrf output file . I have about 15 stations and I want to compare the temperature at those locations with Wrf simulated temperature at 2m. Is there any example script
 that I can look at ?<br>
Also I would like to compare 2m temperature at single time from Wrf and observations&nbsp; and plot the difference.please direct me to the relevant example.<br>
Thanks<br>
<br>
<br>
​<br>
Muhammad Omer Mughal<br>
MSc BSc Mechanical Engineering<br>
PhD&nbsp; Research Scholar<br>
Remote Sensing and Satellite Research Group<br>
Department of Imaging and Applied Physics<br>
Curtin University<br>
<br>
Curtin University<br>
Tel | <a href="tel:&#43;61%208%209266%207962" target="_blank">&#43;61 8 9266 7962</a><br>
Fax | <a href="tel:&#43;61%208%209266%202377" target="_blank">&#43;61 8 9266 2377</a><br>
Mobile | 0470 237 525<br>
<br>
Email | <a href="mailto:m.mughal1@postgrad.curtin.edu.au" target="_blank">m.mughal1@postgrad.curtin.edu.au</a><br>
Web | <a href="http://curtin.edu.au" target="_blank">http://curtin.edu.au</a><br>
<br>
​ Curtin University is a trademark of Curtin University of Technology.<br>
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<br>
​<o:p></o:p></p>
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<p class="MsoNormal" style="margin-bottom:12.0pt"><br>
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<p class="MsoNormal"><o:p>&nbsp;</o:p></p>
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