<div dir="ltr"><div>A colleague looked att he problem.</div><div><br></div><div><b>The source file is not well formed.</b> It has:<br></div><div><br></div><div>[1] BOGUS 0s</div><div> ...and...</div><div>[2] repetitive grid point locations<br></div><div><br></div><div>%> <b>ncl chathu.PrintVal.ncl</b></div><div><br></div><div>The edited output:</div><div><br></div><div>(0) JJ=75 <b>74.58460022702872 183.930768858386 0</b><br>(1) JJ=75 74.26130005285533 186.4945623256203 -0.0645499<br>...<br>(254) JJ=75 7<b>4.58460022702872 183.930768858386 -0.0572294</b><br>(255) JJ=75 74.26130005285533 186.4945623256203 0<br>===========================================================<br>(0) JJ=125 <b>13.32306688654348 161.7684132838731 0</b><br>(1) JJ=125 13.1366684627729 163.4541039710322 -0.0766504<br>... <br>(254) JJ=125 <b>13.32306688654348 161.7684132838731 -0.0784275</b><br>(255) JJ=125 13.1366684627729 163.4541039710322 0</div><div>====</div><div>Fortunately, reading a select subset of the gridded values addresses the problem. Specifically:</div><div><br></div><div> sfile= "<a href="http://chathu.nc">chathu.nc</a>"<br> f = addfile(sfile,"r")<br><br> NII = 256<br><br> tauvo_ssp = f->tauvo(:,:,1:NII-2) ; skip the first and last "I" [longitude] values.<br> printVarSummary(tauvo_ssp)<br> printMinMax(tauvo_ssp,0)<br> print("---------------")<br><br> LAT2D = f->lat(:,1:NII-2)<br> LON2D = f->lon(:,1:NII-2)<br></div><div><br></div><div>The colleague provided an ESMF regrid script.</div><div><br></div><div>%> N2Charhu.ncl</div><div><br></div><div>See attached plot <div class="gmail-yj6qo gmail-ajU"><div id="gmail-:12p" class="gmail-ajR" tabindex="0"><img class="gmail-ajT" src="https://ssl.gstatic.com/ui/v1/icons/mail/images/cleardot.gif"></div></div></div></div><br><div class="gmail_quote"><div dir="ltr" class="gmail_attr">On Thu, Apr 15, 2021 at 3:07 PM Gus Correa via ncl-talk <<a href="mailto:ncl-talk@mailman.ucar.edu">ncl-talk@mailman.ucar.edu</a>> wrote:<br></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"><div>Hi Chathurika<br></div><div><br></div><div>ESMF_regrid accepts a mask:</div><div><a href="https://www.ncl.ucar.edu/Document/Functions/ESMF/ESMF_regrid.shtml" target="_blank">https://www.ncl.ucar.edu/Document/Functions/ESMF/ESMF_regrid.shtml</a></div><div>See the SrcGridMask/DstGridMask option.</div><div><br></div><div>You may be able to craft a mask that covers exactly the abnormal data points.</div><div>In normal conditions the "where" function is a great tool to create masks,</div><div>using data values in different ranges.</div><div>However, since the data and abnormal values are in the same range in your case,</div><div>you may need to inspect the lat and lon (or lat2d and lon2d) coordinates <br></div><div>of your abnormal values to locate the points that are in/out of the mask.</div><div>Some artwork for sure.</div><div><br></div><div>In any case, double check your original data file to make sure these abnormal values are<br></div><div>really in the valid range, because if they are out of the valid range you can easily use "where"</div><div>to create a mask, so that they don't enter the regrid calculation.<br></div><div><br></div><div>Gus<br></div></div><br><div class="gmail_quote"><div dir="ltr" class="gmail_attr">On Thu, Apr 15, 2021 at 3:45 PM Chathurika <<a href="mailto:chatu@scsio.ac.cn" target="_blank">chatu@scsio.ac.cn</a>> wrote:<br></div><blockquote class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex"><p>
Dear Gus,
</p>
<p>
<br>
</p>
<p>
Thank you very much for the reply. The problem is that the data, along the line, is in the same range as other values. if I use "where", all other important values also will be removed, not only from the line. That is why I am also confused here.
</p>
<p>
<br>
</p>
<p>
Many thanks and best regards,
</p>
<p>
Chathu
</p>
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<br>
<blockquote name="replyContent" style="padding-left:5px;margin-left:5px;border-left:2px solid rgb(182,182,182);margin-right:0px">
-----Original Messages-----<br>
<b>From:</b><span id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175rc_from">"Gus Correa via ncl-talk" <<a href="mailto:ncl-talk@mailman.ucar.edu" target="_blank">ncl-talk@mailman.ucar.edu</a>></span><br>
<b>Sent Time:</b><span id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175rc_senttime">2021-04-16 03:17:48 (Friday)</span><br>
<b>To:</b> "NCL Talk" <<a href="mailto:ncl-talk@ucar.edu" target="_blank">ncl-talk@ucar.edu</a>><br>
<b>Cc:</b> <br>
<b>Subject:</b> Re: [ncl-talk] Fw: Re: Re: Abnormal data points<br>
<br>
<div dir="ltr">
<div dir="ltr">
Hi Chathurika
</div>
<div dir="ltr">
<br>
</div>
<div>
Maybe to use the NCL "where" function, before you use the ESMF regrid function?
</div>
<div>
<a href="https://www.ncl.ucar.edu/Document/Functions/Built-in/where.shtml" target="_blank">https://www.ncl.ucar.edu/Document/Functions/Built-in/where.shtml</a>
</div>
<div>
Something like this:
</div>
<div>
<br>
</div>
<div>
myFillvalue=myvar@_FillValue<br>
</div>
<div>
myvar = where(myvar .ge. abnormal_threshold, myvar=myFillValue, myvar)
</div>
<div>
...
</div>
<div>
[now do the ESMF regrid]
</div>
<div>
...
</div>
<div>
<br>
</div>
<div>
I hope this helps,
</div>
<div>
Gus Correa<br>
</div>
<br>
<div class="gmail_quote">
<div dir="ltr" class="gmail_attr">
On Thu, Apr 15, 2021 at 2:57 PM Chathurika via ncl-talk <<a href="mailto:ncl-talk@mailman.ucar.edu" target="_blank">ncl-talk@mailman.ucar.edu</a>> wrote:<br>
</div>
<blockquote class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex">
<br>
<br>
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<blockquote style="padding-left:5px;margin-left:5px;border-left:2px solid rgb(182,182,182);margin-right:0px">
-----Original Messages-----<br>
<b>From:</b><span id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175gmail-m_-3302059868343664401rc_from">Chathurika <<a href="mailto:chatu@scsio.ac.cn" target="_blank">chatu@scsio.ac.cn</a>></span><br>
<b>Sent Time:</b><span id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175gmail-m_-3302059868343664401rc_senttime">2021-04-16 02:55:41 (Friday)</span><br>
<b>To:</b> "Dennis Shea" <<a href="mailto:shea@ucar.edu" target="_blank">shea@ucar.edu</a>><br>
<b>Cc:</b> <br>
<b>Subject:</b> Re: Re: [ncl-talk] Abnormal data points<br>
<br>
<p>
<span style="font-family:Georgia;font-size:16px">Dear Dennis,</span>
</p>
<p>
<br>
</p>
<p>
<span style="font-family:Georgia;font-size:16px">Thank you so much for the reply. Even before, I use the regridding (</span><span style="font-family:Georgia;font-size:16px">ESMF_regrid), I plotted the data just to check. Still there is this line with abnormal data values (in the original file). I want to know whether there is any method which I can use to avoid this abnormal data points. How can I remove them? Because they are in the same range as normal data.</span>
</p>
<p>
<span style="font-family:Georgia;font-size:16px"><br>
</span>
</p>
<p>
<span style="font-family:Georgia;font-size:16px">Thank you once again</span>
</p>
<p>
<span style="font-family:Georgia;font-size:16px"><br>
</span>
</p>
<p>
<span style="font-family:Georgia;font-size:16px">and best regards,</span>
</p>
<p>
<span style="font-family:Georgia;font-size:16px">Chathu</span>
</p>
<br>
<blockquote name="replyContent" style="padding-left:5px;margin-left:5px;border-left:2px solid rgb(182,182,182);margin-right:0px">
-----Original Messages-----<br>
<b>From:</b><span id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175gmail-m_-3302059868343664401rc_from">"Dennis Shea" <<a href="mailto:shea@ucar.edu" target="_blank">shea@ucar.edu</a>></span><br>
<b>Sent Time:</b><span id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175gmail-m_-3302059868343664401rc_senttime">2021-04-16 02:37:21 (Friday)</span><br>
<b>To:</b> Chathurika <<a href="mailto:chatu@scsio.ac.cn" target="_blank">chatu@scsio.ac.cn</a>><br>
<b>Cc:</b> "Soma Roy" <<a href="mailto:somaroy892@gmail.com" target="_blank">somaroy892@gmail.com</a>>, ncl-talk <<a href="mailto:ncl-talk@ucar.edu" target="_blank">ncl-talk@ucar.edu</a>><br>
<b>Subject:</b> Re: [ncl-talk] Abnormal data points<br>
<br>
<div dir="ltr">
<div>
If you have used the ESMF regrid functions for other variables and there is "no problem", I do not understand why there would be an issue with this variable. Something MUST be different. It is up to you to determine just what the difference might be. <br>
</div>
<div>
---------------<br>
</div>
<div>
The 'line' looks like a single satellite trajectory.
</div>
<div>
---------------<br>
</div>
<div>
Are the grid points missing? or, are they 'bad' values? <br>
</div>
<div>
<br>
</div>
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<br>
</div>
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<br>
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<br>
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<br>
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<br>
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<br>
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<div class="gmail_quote">
<div dir="ltr" class="gmail_attr">
On Thu, Apr 15, 2021 at 11:18 AM Chathurika via ncl-talk <<a href="mailto:ncl-talk@mailman.ucar.edu" target="_blank">ncl-talk@mailman.ucar.edu</a>> wrote:<br>
</div>
<blockquote class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex">
<p style="font-family:Arial">
Dear Soma,
</p>
<p style="font-family:Arial">
<br>
</p>
<p style="font-family:Arial">
it is <span style="font-family:Arial">NetCDF4, curvilinear data two dimensional coordinates (lat(i,j) lon(i,j) ). I regrided using ESMF regridding. (Note: I used ESMF regridding for all other variables also. I had no problem). </span>
</p>
<p style="font-family:Arial">
<span style="font-family:Arial"><br>
</span>
</p>
<p style="font-family:Arial">
<span style="font-family:Arial">Thank you so much.</span>
</p>
<p style="font-family:Arial">
<span style="font-family:Arial"><br>
</span>
</p>
<p style="font-family:Arial">
<span style="font-family:Arial">Best </span>
</p>
<p style="font-family:Arial">
<span style="font-family:Arial">Chathu</span>
</p>
<br>
<br>
<blockquote name="replyContent" style="font-family:Arial;padding-left:5px;margin-left:5px;border-left:2px solid rgb(182,182,182);margin-right:0px">
-----Original Messages-----<br>
<b>From:</b><span id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175gmail-m_-3302059868343664401gmail-m_-5801100889055481617rc_from">"Soma Roy" <<a href="mailto:somaroy892@gmail.com" target="_blank">somaroy892@gmail.com</a>></span><br>
<b>Sent Time:</b><span id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175gmail-m_-3302059868343664401gmail-m_-5801100889055481617rc_senttime">2021-04-16 00:51:10 (Friday)</span><br>
<b>To:</b> Chathurika <<a href="mailto:chatu@scsio.ac.cn" target="_blank">chatu@scsio.ac.cn</a>><br>
<b>Cc:</b> <br>
<b>Subject:</b> Re: [ncl-talk] Abnormal data points<br>
<br>
<div dir="auto">
What is the data file format?
<div dir="auto">
<br>
</div>
<div dir="auto">
Soma
</div>
</div>
<br>
<div class="gmail_quote">
<div dir="ltr" class="gmail_attr">
On Thu, Apr 15, 2021, 22:10 Chathurika via ncl-talk <<a href="mailto:ncl-talk@mailman.ucar.edu" target="_blank">ncl-talk@mailman.ucar.edu</a>> wrote:<br>
</div>
<blockquote class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex">
<p>
<span style="font-size:16px;font-family:Georgia">Dear All,</span>
</p>
<p>
<span style="font-size:16px;font-family:Georgia"><br>
</span>
</p>
<p>
<span style="font-size:16px;font-family:Georgia">Does anyone know which method I can use to remove (or interpolate) the data assigned with this abnormal line (which is in the black box of below figure)? </span>
</p>
<p>
<span style="font-size:16px;font-family:Georgia"><br>
</span>
</p>
<p>
<span style="font-size:16px;font-family:Georgia"><img></span>
</p>
<p>
<span style="font-family:Georgia;font-size:16px">If anyone can help me, this will be a big help. I can send the data file if you want to look at it.</span>
</p>
<p>
<span style="font-family:Georgia;font-size:16px"><br>
</span>
</p>
<p>
<span style="font-family:Georgia;font-size:16px">Thank you in advance and best regards,</span>
</p>
<p>
<span style="font-family:Georgia;font-size:16px">Chathu</span>
</p>
<br>
<span>
<hr style="margin:0.5em 0px;width:10em;height:1px;background-color:rgb(153,153,153);border:medium none" align="left">
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<span style="font-style:italic;font-size:medium"><br>
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<span style="font-style:italic"><span style="font-size:x-small">Wickramage Chathurika Hemamali</span></span>
<div>
<span style="font-style:italic"><span style="font-size:x-small">Msc in Physical Oceanography</span></span>
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<div>
<div id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175gmail-m_-3302059868343664401gmail-m_-5801100889055481617m_-3047093104466179087ydpc6aa4ef1yui_3_16_0_ym19_1_1496286059659_2251">
<span style="font-style:italic"><span style="font-size:x-small">State Key Laboratory of Tropical Oceanography</span></span>
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<span style="font-style:italic"><span style="font-size:x-small">South China Sea Institute of Oceanology</span></span>
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<span style="font-style:italic"><span style="font-size:x-small">University of Chinese Academy of Science</span></span>
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<span style="font-style:italic"><span style="font-size:x-small">China</span></span>
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<i><span style="font-size:xx-small">Specialized in Oceanography and Marine Geology (Bachelor)</span></i>
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<i><span style="font-size:xx-small">University of Ruhuna</span></i>
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<i><span style="font-size:xx-small">Sri Lanka</span></i>
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<span style="font-style:italic;font-size:medium">Email : <a rel="noreferrer">wickramagechathurika@rocketmail.com</a></span>
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<span style="font-style:italic;font-size:medium"><a rel="noreferrer">chatu@scsio.ac.cn</a></span>
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<span style="font-style:italic"><span style="font-size:x-small">Wickramage Chathurika Hemamali</span></span>
<div>
<span style="font-style:italic"><span style="font-size:x-small">Msc in Physical Oceanography</span></span>
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<span style="font-style:italic"><span style="font-size:x-small">State Key Laboratory of Tropical Oceanography</span></span>
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<div id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175gmail-m_-3302059868343664401gmail-m_-5801100889055481617ydpc6aa4ef1yui_3_16_0_ym19_1_1496286059659_2252">
<span style="font-style:italic"><span style="font-size:x-small">South China Sea Institute of Oceanology</span></span>
</div>
<div id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175gmail-m_-3302059868343664401gmail-m_-5801100889055481617ydpc6aa4ef1yui_3_16_0_ym19_1_1496286059659_2252">
<span style="font-style:italic"><span style="font-size:x-small">University of Chinese Academy of Science</span></span>
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<div id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175gmail-m_-3302059868343664401gmail-m_-5801100889055481617ydpc6aa4ef1yui_3_16_0_ym19_1_1496286059659_2264">
<span style="font-style:italic"><span style="font-size:x-small">China</span></span>
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<div id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175gmail-m_-3302059868343664401gmail-m_-5801100889055481617ydpc6aa4ef1yui_3_16_0_ym19_1_1496286059659_2264" style="font-size:small">
<span style="font-style:italic;font-size:medium"><br>
</span>
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<div id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175gmail-m_-3302059868343664401gmail-m_-5801100889055481617ydpc6aa4ef1yui_3_16_0_ym19_1_1496286059659_2264" style="font-size:small">
<i><span style="font-size:xx-small">Specialized in Oceanography and Marine Geology (Bachelor)</span></i>
</div>
<div id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175gmail-m_-3302059868343664401gmail-m_-5801100889055481617ydpc6aa4ef1yui_3_16_0_ym19_1_1496286059659_2264" style="font-size:small">
<i><span style="font-size:xx-small">University of Ruhuna</span></i>
</div>
<div id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175gmail-m_-3302059868343664401gmail-m_-5801100889055481617ydpc6aa4ef1yui_3_16_0_ym19_1_1496286059659_2264" style="font-size:small">
<i><span style="font-size:xx-small">Matara</span></i>
</div>
<div id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175gmail-m_-3302059868343664401gmail-m_-5801100889055481617ydpc6aa4ef1yui_3_16_0_ym19_1_1496286059659_2264" style="font-size:small">
<i><span style="font-size:xx-small">Sri Lanka</span></i>
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<div id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175gmail-m_-3302059868343664401gmail-m_-5801100889055481617ydpc6aa4ef1yui_3_16_0_ym19_1_1496286059659_2264" style="font-size:small">
<span style="font-style:italic;font-size:medium"><br>
</span>
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<div id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175gmail-m_-3302059868343664401gmail-m_-5801100889055481617ydpc6aa4ef1yui_3_16_0_ym19_1_1496286059659_2264" style="font-size:small">
<span style="font-style:italic;font-size:medium">Email : <a>wickramagechathurika@rocketmail.com</a></span>
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<div id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175gmail-m_-3302059868343664401gmail-m_-5801100889055481617ydpc6aa4ef1yui_3_16_0_ym19_1_1496286059659_2264" style="font-size:small">
<span style="font-style:italic;font-size:medium"><a>chatu@scsio.ac.cn</a></span>
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<span style="font-style:italic;font-size:medium"><br>
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<blockquote style="margin:0px 0px 0px 40px;padding:0px;font-family:"Helvetica Neue",Helvetica,Arial,sans-serif;font-variant-ligatures:normal;border:medium none">
<span style="font-style:italic"><span style="font-size:x-small">Wickramage Chathurika Hemamali</span></span>
<div>
<span style="font-style:italic"><span style="font-size:x-small">Msc in Physical Oceanography</span></span>
</div>
<div>
<div id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175gmail-m_-3302059868343664401ydpc6aa4ef1yui_3_16_0_ym19_1_1496286059659_2251">
<span style="font-style:italic"><span style="font-size:x-small">State Key Laboratory of Tropical Oceanography</span></span>
</div>
</div>
<div>
<div id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175gmail-m_-3302059868343664401ydpc6aa4ef1yui_3_16_0_ym19_1_1496286059659_2252">
<span style="font-style:italic"><span style="font-size:x-small">South China Sea Institute of Oceanology</span></span>
</div>
<div id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175gmail-m_-3302059868343664401ydpc6aa4ef1yui_3_16_0_ym19_1_1496286059659_2252">
<span style="font-style:italic"><span style="font-size:x-small">University of Chinese Academy of Science</span></span>
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<div id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175gmail-m_-3302059868343664401ydpc6aa4ef1yui_3_16_0_ym19_1_1496286059659_2264">
<span style="font-style:italic"><span style="font-size:x-small">China</span></span>
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<div id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175gmail-m_-3302059868343664401ydpc6aa4ef1yui_3_16_0_ym19_1_1496286059659_2264" style="font-size:small">
<span style="font-style:italic;font-size:medium"><br>
</span>
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<div id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175gmail-m_-3302059868343664401ydpc6aa4ef1yui_3_16_0_ym19_1_1496286059659_2264" style="font-size:small">
<i><span style="font-size:xx-small">Specialized in Oceanography and Marine Geology (Bachelor)</span></i>
</div>
<div id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175gmail-m_-3302059868343664401ydpc6aa4ef1yui_3_16_0_ym19_1_1496286059659_2264" style="font-size:small">
<i><span style="font-size:xx-small">University of Ruhuna</span></i>
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<div id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175gmail-m_-3302059868343664401ydpc6aa4ef1yui_3_16_0_ym19_1_1496286059659_2264" style="font-size:small">
<i><span style="font-size:xx-small">Matara</span></i>
</div>
<div id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175gmail-m_-3302059868343664401ydpc6aa4ef1yui_3_16_0_ym19_1_1496286059659_2264" style="font-size:small">
<i><span style="font-size:xx-small">Sri Lanka</span></i>
</div>
<div id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175gmail-m_-3302059868343664401ydpc6aa4ef1yui_3_16_0_ym19_1_1496286059659_2264" style="font-size:small">
<span style="font-style:italic;font-size:medium"><br>
</span>
</div>
<div id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175gmail-m_-3302059868343664401ydpc6aa4ef1yui_3_16_0_ym19_1_1496286059659_2264" style="font-size:small">
<span style="font-style:italic;font-size:medium">Email : <a>wickramagechathurika@rocketmail.com</a></span>
</div>
<div id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175gmail-m_-3302059868343664401ydpc6aa4ef1yui_3_16_0_ym19_1_1496286059659_2264" style="font-size:small">
<span style="font-style:italic;font-size:medium"><a>chatu@scsio.ac.cn</a></span>
</div>
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</blockquote>
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</span>
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<span style="font-style:italic;font-size:medium"><br>
</span>
</blockquote>
<blockquote style="margin:0px 0px 0px 40px;padding:0px;font-family:"Helvetica Neue",Helvetica,Arial,sans-serif;font-variant-ligatures:normal;border:medium none">
<span style="font-style:italic"><span style="font-size:x-small">Wickramage Chathurika Hemamali</span></span>
<div>
<span style="font-style:italic"><span style="font-size:x-small">Msc in Physical Oceanography</span></span>
</div>
<div>
<div id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175gmail-m_-3302059868343664401ydpc6aa4ef1yui_3_16_0_ym19_1_1496286059659_2251">
<span style="font-style:italic"><span style="font-size:x-small">State Key Laboratory of Tropical Oceanography</span></span>
</div>
</div>
<div>
<div id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175gmail-m_-3302059868343664401ydpc6aa4ef1yui_3_16_0_ym19_1_1496286059659_2252">
<span style="font-style:italic"><span style="font-size:x-small">South China Sea Institute of Oceanology</span></span>
</div>
<div id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175gmail-m_-3302059868343664401ydpc6aa4ef1yui_3_16_0_ym19_1_1496286059659_2252">
<span style="font-style:italic"><span style="font-size:x-small">University of Chinese Academy of Science</span></span>
</div>
</div>
<div>
<div id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175gmail-m_-3302059868343664401ydpc6aa4ef1yui_3_16_0_ym19_1_1496286059659_2264">
<span style="font-style:italic"><span style="font-size:x-small">China</span></span>
</div>
</div>
<div id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175gmail-m_-3302059868343664401ydpc6aa4ef1yui_3_16_0_ym19_1_1496286059659_2264" style="font-size:small">
<span style="font-style:italic;font-size:medium"><br>
</span>
</div>
<div id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175gmail-m_-3302059868343664401ydpc6aa4ef1yui_3_16_0_ym19_1_1496286059659_2264" style="font-size:small">
<i><span style="font-size:xx-small">Specialized in Oceanography and Marine Geology (Bachelor)</span></i>
</div>
<div id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175gmail-m_-3302059868343664401ydpc6aa4ef1yui_3_16_0_ym19_1_1496286059659_2264" style="font-size:small">
<i><span style="font-size:xx-small">University of Ruhuna</span></i>
</div>
<div id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175gmail-m_-3302059868343664401ydpc6aa4ef1yui_3_16_0_ym19_1_1496286059659_2264" style="font-size:small">
<i><span style="font-size:xx-small">Matara</span></i>
</div>
<div id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175gmail-m_-3302059868343664401ydpc6aa4ef1yui_3_16_0_ym19_1_1496286059659_2264" style="font-size:small">
<i><span style="font-size:xx-small">Sri Lanka</span></i>
</div>
<div id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175gmail-m_-3302059868343664401ydpc6aa4ef1yui_3_16_0_ym19_1_1496286059659_2264" style="font-size:small">
<span style="font-style:italic;font-size:medium"><br>
</span>
</div>
<div id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175gmail-m_-3302059868343664401ydpc6aa4ef1yui_3_16_0_ym19_1_1496286059659_2264" style="font-size:small">
<span style="font-style:italic;font-size:medium">Email : <a>wickramagechathurika@rocketmail.com</a></span>
</div>
<div id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175gmail-m_-3302059868343664401ydpc6aa4ef1yui_3_16_0_ym19_1_1496286059659_2264" style="font-size:small">
<span style="font-style:italic;font-size:medium"><a>chatu@scsio.ac.cn</a></span>
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<span style="font-style:italic"><span style="font-size:x-small">Wickramage Chathurika Hemamali</span></span>
<div>
<span style="font-style:italic"><span style="font-size:x-small">Msc in Physical Oceanography</span></span>
</div>
<div>
<div id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175ydpc6aa4ef1yui_3_16_0_ym19_1_1496286059659_2251">
<span style="font-style:italic"><span style="font-size:x-small">State Key Laboratory of Tropical Oceanography</span></span>
</div>
</div>
<div>
<div id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175ydpc6aa4ef1yui_3_16_0_ym19_1_1496286059659_2252">
<span style="font-style:italic"><span style="font-size:x-small">South China Sea Institute of Oceanology</span></span>
</div>
<div id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175ydpc6aa4ef1yui_3_16_0_ym19_1_1496286059659_2252">
<span style="font-style:italic"><span style="font-size:x-small">University of Chinese Academy of Science</span></span>
</div>
</div>
<div>
<div id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175ydpc6aa4ef1yui_3_16_0_ym19_1_1496286059659_2264">
<span style="font-style:italic"><span style="font-size:x-small">China</span></span>
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<div id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175ydpc6aa4ef1yui_3_16_0_ym19_1_1496286059659_2264" style="font-size:small">
<span style="font-style:italic;font-size:medium"><br>
</span>
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<div id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175ydpc6aa4ef1yui_3_16_0_ym19_1_1496286059659_2264" style="font-size:small">
<i><span style="font-size:xx-small">Specialized in Oceanography and Marine Geology (Bachelor)</span></i>
</div>
<div id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175ydpc6aa4ef1yui_3_16_0_ym19_1_1496286059659_2264" style="font-size:small">
<i><span style="font-size:xx-small">University of Ruhuna</span></i>
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<div id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175ydpc6aa4ef1yui_3_16_0_ym19_1_1496286059659_2264" style="font-size:small">
<i><span style="font-size:xx-small">Matara</span></i>
</div>
<div id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175ydpc6aa4ef1yui_3_16_0_ym19_1_1496286059659_2264" style="font-size:small">
<i><span style="font-size:xx-small">Sri Lanka</span></i>
</div>
<div id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175ydpc6aa4ef1yui_3_16_0_ym19_1_1496286059659_2264" style="font-size:small">
<span style="font-style:italic;font-size:medium"><br>
</span>
</div>
<div id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175ydpc6aa4ef1yui_3_16_0_ym19_1_1496286059659_2264" style="font-size:small">
<span style="font-style:italic;font-size:medium">Email : <a>wickramagechathurika@rocketmail.com</a></span>
</div>
<div id="gmail-m_2716207348789074590gmail-m_876462616004898767gmail-m_6678930235711420175ydpc6aa4ef1yui_3_16_0_ym19_1_1496286059659_2264" style="font-size:small">
<span style="font-style:italic;font-size:medium"><a>chatu@scsio.ac.cn</a></span>
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