<p>
Dear Rashed and Dennis,
</p>
<p>
<br>
</p>
<p>
Millions of thanks for your kindness and help.
</p>
<p>
<br>
</p>
<p>
I think that I figured out the mistake that I was making whole the time. That's why my script works for the time mean.
</p>
<p>
<br>
</p>
<p>
<span style="white-space:normal;color:#E53333;" class="ke-content-forecolor"> Opt@SrcMask2D = where(.not.ismissing(zos(0,:,:)),1,0)</span>
</p>
<p>
<br>
</p>
<p>
It was in this line. Here I gave the zos (:,:,:), including the time dimension. From the error I could not figure it out.
</p>
<p>
But when I try the method which Rashed sent me, I figured this out. Thank you so much Rashed.
</p>
<p>
Now my script works fine. I was making a silly mistake which I did not notice. And So sorry for the trouble.
</p>
<p>
<br>
</p>
<p>
Many many thanks for your time and kindness. Because of that I could figure this out.
</p>
<p>
<br>
</p>
<p>
Best Regards,
</p>
<p>
Chathu
</p>
<p>
<br>
</p>
<br>
<br>
<blockquote name="replyContent" class="ReferenceQuote" style="padding-left:5px;margin-left:5px;border-left:#b6b6b6 2px solid;margin-right:0;">
-----Original Messages-----<br>
<b>From:</b><span id="rc_from">"Rashed Mahmood" <rashidcomsis@gmail.com></span><br>
<b>Sent Time:</b><span id="rc_senttime">2021-03-26 04:24:02 (Friday)</span><br>
<b>To:</b> Chathurika <chatu@scsio.ac.cn><br>
<b>Cc:</b> "Dennis Shea" <shea@ucar.edu>, ncl-talk <ncl-talk@ucar.edu><br>
<b>Subject:</b> Re: [ncl-talk] ESMF regridding<br>
<br>
<div dir="ltr">
<div>
Hi Chathu,
</div>
<div>
I am sure Dennis would provide a best answer for this...I am still wondering if you can try the following code, (I assume you have zos1, and zos2 which you want to compare? the following should regrid both for 3*3 grid which can change by changing NLAT and MLON):
</div>
<div>
<br>
</div>
<div>
zos1 = ...<br>
zos1@lat2d = f[13]->latitude<br>
zos1@lon2d = f[13]->longitude<br>
<br>
zos2 = ...<br>
zos2@lat2d = ?<br>
zos2@lon2d = ?<br>
<br>
<br>
NLAT = 60<br>
MLON = 120<br>
LATS = latGlobeFo(NLAT, "Lat", "latitude" , "degrees_north")<br>
LONS = lonGlobeFo(MLON, "Lon", "longitude", "degrees_east" )<br>
<br>
Opt = True<br>
Opt@InterpMethod = "bilinear"<br>
Opt@ForceOverwrite = True<br>
Opt@DstTitle = "regridded file"<br>
Opt@DstGridLat = LATS<br>
Opt@DstGridLon = LONS<br>
<br>
Opt@SrcMask2D = where(.not.ismissing(zos1(0,:,:)),1,0)<br>
zos1_regrid = ESMF_regrid(zos1,Opt) ; => <b>zos1_regrid(time,lat,lon)</b><br>
<br>
Opt@SrcMask2D := where(.not.ismissing(zos2(0,:,:)),1,0)<br>
zos2_regrid = ESMF_regrid(zos2,Opt) ; => <b>zos2_regrid(time,lat,lon)</b>
</div>
<div>
<br>
</div>
<div>
<br>
</div>
<div>
<br>
</div>
</div>
<br>
<div class="gmail_quote">
<div dir="ltr" class="gmail_attr">
On Thu, Mar 25, 2021 at 8:23 PM Chathurika 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 #CCCCCC;padding-left:1ex;">
<p>
Dear Dennis,
</p>
<p>
<br>
</p>
<p>
I have shared the files in the google drive. Hope you did notice it.
</p>
<p>
<br>
</p>
<p>
Thank you so much and best regards,
</p>
<p>
Chathu
</p>
<br>
<br>
<blockquote name="replyContent" style="padding-left:5px;margin-left:5px;border-left:2px solid #B6B6B6;margin-right:0px;">
-----Original Messages-----<br>
<b>From:</b><span id="gmail-m_-6305064305499124472rc_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_-6305064305499124472rc_senttime">2021-03-26 00:03:34 (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> ncl-talk <<a href="mailto:ncl-talk@mailman.ucar.edu" target="_blank">ncl-talk@mailman.ucar.edu</a>><br>
<b>Subject:</b> Re: Re: [ncl-talk] ESMF regridding<br>
<br>
<div dir="ltr">
<div>
For sure, you should not "reorder the dimensions"
</div>
<div>
<br>
</div>
<div>
<div>
Could you ftp two sample files? dropbox?<br>
</div>
<div>
<br>
</div>
<div>
ftp <a href="http://ftp.cgd.ucar.edu" target="_blank">ftp.cgd.ucar.edu</a>
</div>
<div>
anonymous
</div>
<div>
your_email
</div>
<div>
cd incoming<br>
</div>
<div>
put zos.....nc
</div>
<div>
put zos...nc<br>
</div>
<div>
quit
</div>
<div>
<br>
</div>
<div>
You can notify me directly after successful file transmission.
</div>
<div>
<br>
<br>
</div>
</div>
</div>
<br>
<div class="gmail_quote">
<div dir="ltr" class="gmail_attr">
On Thu, Mar 25, 2021 at 1:53 AM 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 #CCCCCC;padding-left:1ex;">
<p style="font-family:Arial;">
Dear Dennis,
</p>
<p style="font-family:Arial;">
<br>
</p>
<p style="font-family:Arial;">
Many many thanks for your reply. Can we keep the time step in the following ESMF functions? Because I get the 'error' which is
</p>
<p style="font-family:Arial;">
<br>
</p>
<p style="font-family:Arial;">
'<span style="font-family:Menlo;font-size:11px;font-variant-ligatures:no-common-ligatures;">fatal:Eq: Dimension size, for dimension number 0, of operands does not match, can't continue </span>
</p>
<p style="margin-bottom:0px;font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:11px;line-height:normal;font-family:Menlo;min-height:13px;white-space:normal;">
<span style="font-variant-ligatures:no-common-ligatures;"></span>
</p>
<p style="margin-bottom:0px;font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:11px;line-height:normal;font-family:Menlo;white-space:normal;">
<span style="font-variant-ligatures:no-common-ligatures;">fatal:["Execute.c":8637]:Execute: Error occurred at or near line 1623 in file $NCARG_ROOT/lib/ncarg/nclscripts/esmf/ESMF_regridding.ncl</span><span style="font-family:Arial;font-size:13px;">'</span>
</p>
<p>
<br>
</p>
<br>
<p style="font-family:Arial;">
The code which I used;
</p>
<p style="font-family:Arial;">
<br>
</p>
<p style="font-family:Arial;">
<span style="font-family:Arial;"> diri = "./"</span><br>
<span style="font-family:Arial;"> fili = systemfunc("cd "+diri+" ; ls zos_*.nc")</span><br>
<span style="font-family:Arial;"> nfili= dimsizes(fili)</span><br>
<span style="font-family:Arial;"> print("nfili="+nfili)</span><br>
<span style="font-family:Arial;"><br>
</span><br>
<span style="font-family:Arial;"> f = addfiles(diri+fili,"r")</span><br>
<span style="font-family:Arial;"> ListSetType (f, "cat") </span><br>
<span style="font-family:Arial;"> print(str_join(getfilevarnames(f[0]),", "))</span><br>
<span style="font-family:Arial;"><br>
</span><br>
<span style="font-family:Arial;"> zos1= f[29:32]->zos(:,:,:)</span><br>
<span style="font-family:Arial;"> printVarSummary(zos1)</span><br>
<span style="font-family:Arial;"><br>
</span><br>
<span style="font-family:Arial;"> time = f[29:32]->time(:)</span><br>
<span style="font-family:Arial;"> T = cd_calendar(time, -1)</span><br>
<span style="font-family:Arial;"> printVarSummary(T)</span><br>
<span style="font-family:Arial;"> printMinMax(T, False)</span><br>
<span style="font-family:Arial;"><br>
</span><br>
<span style="font-family:Arial;"><br>
</span><br>
<span style="font-family:Arial;">;---Interpolation methods</span><br>
<span style="font-family:Arial;"><br>
</span><br>
<span style="font-family:Arial;">;---Output (and input) files</span><br>
<span style="font-family:Arial;"> srcGridName = "CMIP5_SCRIP.nc"</span><br>
<span style="font-family:Arial;"> dstGridName = "World1deg_SCRIP.nc"</span><br>
<span style="font-family:Arial;"> wgtFile = "CMIP5_2_World_bilinear.nc"</span><br>
<span style="font-family:Arial;"><br>
</span><br>
<span style="font-family:Arial;">;---Get data and lat/lon grid from CMIP5 Grid</span><br>
<span style="font-family:Arial;"><br>
</span><br>
<span style="font-family:Arial;"> cmip5_lat2d = f[13]->latitude</span><br>
<span style="font-family:Arial;"> cmip5_lon2d = f[13]->longitude</span><br>
<span style="font-family:Arial;"> latlon_dims = dimsizes(cmip5_lon2d)</span><br>
<span style="font-family:Arial;"><br>
</span><br>
<span style="font-family:Arial;"><br>
</span><br>
<span style="font-family:Arial;">;----------------------------------------------------------------------</span><br>
<span style="font-family:Arial;">; Convert CMIP5 to SCRIP file.</span><br>
<span style="font-family:Arial;">;----------------------------------------------------------------------</span><br>
<span style="font-family:Arial;"> Opt = True</span><br>
<span style="font-family:Arial;"> Opt@Mask2D = where(.not.ismissing(zos1),1,0)</span><br>
<span style="font-family:Arial;"> Opt@GridCornerLat = f[13]->vertices_latitude</span><br>
<span style="font-family:Arial;"> Opt@GridCornerLon = f[13]->vertices_longitude</span><br>
<span style="font-family:Arial;"> Opt@PrintTimings = True</span><br>
<span style="font-family:Arial;"> Opt@ForceOverwrite = True</span><br>
<span style="font-family:Arial;"> Opt@Debug = True</span><br>
<span style="font-family:Arial;"><br>
</span><br>
<span style="font-family:Arial;"> curvilinear_to_SCRIP(srcGridName,cmip5_lat2d,cmip5_lon2d,Opt)</span><br>
<span style="font-family:Arial;"><br>
</span><br>
<span style="font-family:Arial;">;---Clean up</span><br>
<span style="font-family:Arial;"> delete(Opt)</span><br>
<span style="font-family:Arial;"><br>
</span><br>
<span style="font-family:Arial;"><br>
</span><br>
<span style="font-family:Arial;">;----------------------------------------------------------------------</span><br>
<span style="font-family:Arial;">; Convert 1 degree world grid to SCRIP file</span><br>
<span style="font-family:Arial;">;----------------------------------------------------------------------</span><br>
<span style="font-family:Arial;"> Opt = True</span><br>
<span style="font-family:Arial;"> Opt@ForceOverwrite = True</span><br>
<span style="font-family:Arial;"> Opt@LLCorner = (/-90.00d, -180.00d /)</span><br>
<span style="font-family:Arial;"> Opt@URCorner = (/ 90.00d, 180.00d /) </span><br>
<span style="font-family:Arial;"> ;Opt@Title = "World Grid 1-degree Resolution"</span><br>
<span style="font-family:Arial;"> Opt@PrintTimings = True</span><br>
<span style="font-family:Arial;"> Opt@Debug = True</span><br>
<span style="font-family:Arial;"><br>
</span><br>
<span style="font-family:Arial;"> latlon_to_SCRIP(dstGridName,"1x1",Opt)</span><br>
<span style="font-family:Arial;"><br>
</span><br>
<span style="font-family:Arial;">;---Clean up</span><br>
<span style="font-family:Arial;"> delete(Opt)</span><br>
<span style="font-family:Arial;"> </span><br>
<span style="font-family:Arial;"><br>
</span><br>
<span style="font-family:Arial;">;----------------------------------------------------------------------</span><br>
<span style="font-family:Arial;">; Loop across each method and generate interpolation weights for </span><br>
<span style="font-family:Arial;">; CMIP5 Grid to World Grid </span><br>
<span style="font-family:Arial;">;----------------------------------------------------------------------</span><br>
<span style="font-family:Arial;"> Opt = True</span><br>
<span style="font-family:Arial;"> Opt@ForceOverwrite = True</span><br>
<span style="font-family:Arial;"> Opt@SrcESMF = False</span><br>
<span style="font-family:Arial;"> Opt@DstESMF = False</span><br>
<span style="font-family:Arial;"> Opt@InterpMethod = "bilinear"</span><br>
<span style="font-family:Arial;"> Opt@PrintTimings = True</span><br>
<span style="font-family:Arial;"><br>
</span><br>
<span style="font-family:Arial;"><br>
</span><br>
<span style="font-family:Arial;"> ESMF_regrid_gen_weights(srcGridName, dstGridName, wgtFile, Opt)</span><br>
<span style="font-family:Arial;"><br>
</span><br>
<span style="font-family:Arial;">;---Clean up</span><br>
<span style="font-family:Arial;"> delete(Opt)</span><br>
<span style="font-family:Arial;"><br>
</span><br>
<span style="font-family:Arial;"><br>
</span><br>
<span style="font-family:Arial;">;----------------------------------------------------------------------</span><br>
<span style="font-family:Arial;">; Interpolate data from CMIP5 to World 1-degree grid.</span><br>
<span style="font-family:Arial;">;----------------------------------------------------------------------</span><br>
<span style="font-family:Arial;"> Opt = True</span><br>
<span style="font-family:Arial;"> Opt@PrintTimings = True</span><br>
<span style="font-family:Arial;"> Opt@Debug = True</span><br>
<span style="font-family:Arial;"><br>
</span><br>
<span style="font-family:Arial;"> zos1_regrid = ESMF_regrid_with_weights(zos1,wgtFile,Opt)</span><br>
<span style="font-family:Arial;"><br>
</span><br>
<span style="font-family:Arial;"> printVarSummary(var_regrid)</span><br>
<span style="font-family:Arial;">;----------------------------------------------------------------------</span><br>
<span style="font-family:Arial;">delete(Opt)</span>
</p>
<div style="font-family:Arial;white-space:nowrap;">
<br>
</div>
The script works fine when I input the time mean (zos(:,:)). I reorder the dimensions (zos(lat|:,lon|:,time|:). None of this works and I am not very good at this. So please help me.
<p>
<br>
</p>
<p style="font-family:Arial;">
<br>
</p>
<p style="font-family:Arial;">
Thank you very much and best regards,
</p>
<p style="font-family:Arial;">
Chathu
</p>
<blockquote name="replyContent" style="font-family:Arial;padding-left:5px;margin-left:5px;border-left:2px solid #B6B6B6;margin-right:0px;">
-----Original Messages-----<br>
<b>From:</b><span id="gmail-m_-6305064305499124472gmail-m_7031392424745978182gmail-m_2146368419877597965rc_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_-6305064305499124472gmail-m_7031392424745978182gmail-m_2146368419877597965rc_senttime">2021-03-25 02:57:04 (Thursday)</span><br>
<b>To:</b> Chathurika <<a href="mailto:chatu@scsio.ac.cn" target="_blank">chatu@scsio.ac.cn</a>><br>
<b>Cc:</b> "Rashed Mahmood" <<a href="mailto:rashidcomsis@gmail.com" target="_blank">rashidcomsis@gmail.com</a>>, ncl-talk <<a href="mailto:ncl-talk@mailman.ucar.edu" target="_blank">ncl-talk@mailman.ucar.edu</a>><br>
<b>Subject:</b> Re: [ncl-talk] ESMF regridding<br>
<br>
<div dir="ltr">
<div>
Let variable: R(time,latR,lonR)<br>
</div>
<div>
<br>
</div>
<div>
If you input a variable with SOURCE dimensions HR<span style="font-family:Arial;"><span style="font-size:16px;"><span style="font-size:x-small;">(time, lat_source, lon_source) and specify your destination as latR,lonR <br>
</span></span></span>
</div>
<div>
<span style="font-family:Arial;"><span style="font-size:16px;"><span style="font-size:x-small;">via ESMF you will get</span> LR <span style="font-family:Arial;"><span style="font-size:16px;"><span style="font-size:x-small;">(time, latR, lonR) <br>
</span></span></span></span></span>
</div>
<div>
<span style="font-family:Arial;"><span style="font-size:16px;"><span style="font-family:Arial;"><span style="font-size:16px;"><span style="font-size:x-small;"><br>
</span></span></span></span></span>
</div>
<div>
<span style="font-family:Arial;"><span style="font-size:16px;"><span style="font-family:Arial;"><span style="font-size:16px;"><span style="font-size:x-small;">DIFF = LR-R ; DIFF(time,latR,lonR)<br>
</span></span></span></span></span>
</div>
<div>
<span style="font-family:Arial;"><span style="font-size:16px;"><span style="font-family:Arial;"><span style="font-size:16px;"><span style="font-size:x-small;"><br>
</span></span></span></span></span>
</div>
<div>
<span style="font-family:Arial;"><span style="font-size:16px;"><span style="font-family:Arial;"><span style="font-size:16px;"><span style="font-size:x-small;"><br>
</span></span></span></span></span>
</div>
</div>
<br>
<div class="gmail_quote">
<div dir="ltr" class="gmail_attr">
On Wed, Mar 24, 2021 at 12:38 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 #CCCCCC;padding-left:1ex;">
<p>
<span style="font-size:16px;">Dear Rashed</span>
</p>
<p>
<span style="font-size:16px;">Many </span><span style="font-size:16px;">thanks</span><span style="font-size:16px;"> for you email. I know this way. But what I want is regrid </span><span style="font-size:16px;">both dataset into one grid without removing the time dimension from it. To get the differences of datasets (HR-LR), I need to regrid them into the same dimension.</span><span style="font-size:16px;"> Using the method you mentioned, I can plot the map. But how can I get the difference (HR-LR)?</span>
</p>
<p>
<br>
</p>
<p>
<span style="font-size:16px;">Thanks once again and best,</span>
</p>
<p>
<span style="font-size:16px;">Chathu</span>
</p>
<br>
<blockquote name="replyContent" style="padding-left:5px;margin-left:5px;border-left:2px solid #B6B6B6;margin-right:0px;">
-----Original Messages-----<br>
<b>From:</b><span id="gmail-m_-6305064305499124472gmail-m_7031392424745978182gmail-m_2146368419877597965gmail-m_2702606982565228266rc_from">"Rashed Mahmood" <<a href="mailto:rashidcomsis@gmail.com" target="_blank">rashidcomsis@gmail.com</a>></span><br>
<b>Sent Time:</b><span id="gmail-m_-6305064305499124472gmail-m_7031392424745978182gmail-m_2146368419877597965gmail-m_2702606982565228266rc_senttime">2021-03-25 01:38:37 (Thursday)</span><br>
<b>To:</b> Chathurika <<a href="mailto:chatu@scsio.ac.cn" target="_blank">chatu@scsio.ac.cn</a>><br>
<b>Cc:</b> <a href="mailto:ncl-talk@mailman.ucar.edu" target="_blank">ncl-talk@mailman.ucar.edu</a><br>
<b>Subject:</b> Re: [ncl-talk] ESMF regridding<br>
<br>
<div dir="ltr">
<div>
Hi Chatu,
</div>
<div>
<br>
</div>
<div>
ESMF regridding works fine for 3 dimensional data. What makes you think it does not? <br>
</div>
<div>
<br>
</div>
<div>
Likely you would need to attach the 2d coordinate arrays with the variables, e.g.:
</div>
<div>
<br>
</div>
<div>
varb1@lat2d = infile1->latitude <br>
</div>
<div>
varb1@lon2d = infile1->longitude
</div>
<div>
<br>
</div>
<div>
<div>
varb2@lat2d = infile2->latitude <br>
</div>
<div>
varb2@lon2d = infile2->longitude
</div>
</div>
<div>
<br>
</div>
<div>
If this does not work, then share a full script (and any error messages you get).
</div>
<div>
<br>
</div>
<div>
HTH
</div>
<div>
Rashed<br>
</div>
<div>
<br>
</div>
<div>
<br>
</div>
<div>
<br>
</div>
</div>
<br>
<div class="gmail_quote">
<div dir="ltr" class="gmail_attr">
On Wed, Mar 24, 2021 at 4:28 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 #CCCCCC;padding-left:1ex;">
<p style="font-family:Arial;">
<span style="font-size:16px;">Dear All,</span>
</p>
<p style="font-family:Arial;">
<br>
</p>
<p style="font-family:Arial;">
<span style="font-size:16px;">Thank you so much for reading my email and helping me out to solve this issue.</span>
</p>
<p style="font-family:Arial;">
<br>
</p>
<p style="font-family:Arial;">
<span style="font-size:16px;">I want to perform the significance test (ttest) over time dimension for the differences of two datasets which have lat[:,:] and lon[:,:] (two dimensional, like WRF). </span>
</p>
<p style="font-family:Arial;">
<span style="font-size:16px;"><br>
</span>
</p>
<p>
<span style="font-family:Arial;"><span style="font-size:16px;"> differences = (high resolution - low resolution). </span></span>
</p>
<p style="font-family:Arial;">
<span style="font-size:16px;"><br>
</span>
</p>
<p>
<span style="font-family:Arial;"><span style="font-size:16px;">However, the dimensions of lat and lon are not same. The variable summary is;</span></span>
</p>
<p>
<span style="font-family:Arial;"><span style="font-size:16px;"><br>
</span></span>
</p>
<p>
<span style="font-family:Arial;"><span style="font-size:16px;">Low resolution:</span></span>
</p>
<p>
<span style="font-family:Arial;"><span style="font-size:16px;"> </span></span>
</p>
<p style="margin-bottom:0px;font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:11px;line-height:normal;font-family:Menlo;white-space:normal;">
<span style="font-variant-ligatures:no-common-ligatures;">Type: float</span>
</p>
<p style="margin-bottom:0px;font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:11px;line-height:normal;font-family:Menlo;white-space:normal;">
<span style="font-variant-ligatures:no-common-ligatures;">Total Size: 54067200 bytes</span>
</p>
<p style="margin-bottom:0px;font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:11px;line-height:normal;font-family:Menlo;white-space:normal;">
<span style="font-variant-ligatures:no-common-ligatures;"><span> </span>13516800 values</span>
</p>
<p style="margin-bottom:0px;font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:11px;line-height:normal;font-family:Menlo;white-space:normal;">
<span style="font-variant-ligatures:no-common-ligatures;">Number of Dimensions: 3</span>
</p>
<p style="margin-bottom:0px;font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:11px;line-height:normal;font-family:Menlo;white-space:normal;">
<span style="font-variant-ligatures:no-common-ligatures;">Dimensions and sizes: [time | 240] x [j | 220] x [i | 256]</span>
</p>
<p style="margin-bottom:0px;font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:11px;line-height:normal;font-family:Menlo;white-space:normal;">
<span style="font-variant-ligatures:no-common-ligatures;">Coordinates:<span> </span></span>
</p>
<p style="margin-bottom:0px;font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:11px;line-height:normal;font-family:Menlo;white-space:normal;">
<span style="font-variant-ligatures:no-common-ligatures;"><span> </span>time: [52975.5..60249.5]</span>
</p>
<p style="margin-bottom:0px;font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:11px;line-height:normal;font-family:Menlo;white-space:normal;">
<span style="font-variant-ligatures:no-common-ligatures;"><span> </span>j: [0..219]</span>
</p>
<p style="margin-bottom:0px;font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:11px;line-height:normal;font-family:Menlo;white-space:normal;">
<span style="font-variant-ligatures:no-common-ligatures;"><span> </span>i: [0..255]</span>
</p>
<p style="margin-bottom:0px;font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:11px;line-height:normal;font-family:Menlo;white-space:normal;">
<span style="font-variant-ligatures:no-common-ligatures;">Number Of Attributes: 11</span>
</p>
<p style="margin-bottom:0px;font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:11px;line-height:normal;font-family:Menlo;white-space:normal;">
<span style="font-variant-ligatures:no-common-ligatures;"><span> </span>standard_name : sea_surface_height_above_geoid</span>
</p>
<p style="margin-bottom:0px;font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:11px;line-height:normal;font-family:Menlo;white-space:normal;">
<span style="font-variant-ligatures:no-common-ligatures;"><span> </span>long_name : Sea Surface Height Above Geoid</span>
</p>
<p style="margin-bottom:0px;font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:11px;line-height:normal;font-family:Menlo;white-space:normal;">
<span style="font-variant-ligatures:no-common-ligatures;"><span> </span>comment : This is the dynamic sea level, so should have zero global area mean. It should not include inverse barometer depressions from sea ice.</span>
</p>
<p style="margin-bottom:0px;font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:11px;line-height:normal;font-family:Menlo;white-space:normal;">
<span style="font-variant-ligatures:no-common-ligatures;"><span> </span>units : m</span>
</p>
<p style="margin-bottom:0px;font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:11px;line-height:normal;font-family:Menlo;white-space:normal;">
<span style="font-variant-ligatures:no-common-ligatures;"><span> </span>original_name : zos</span>
</p>
<p style="margin-bottom:0px;font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:11px;line-height:normal;font-family:Menlo;white-space:normal;">
<span style="font-variant-ligatures:no-common-ligatures;"><span> </span>cell_methods : area: mean where sea time: mean</span>
</p>
<p style="margin-bottom:0px;font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:11px;line-height:normal;font-family:Menlo;white-space:normal;">
<span style="font-variant-ligatures:no-common-ligatures;"><span> </span>cell_measures : area: areacello</span>
</p>
<p style="margin-bottom:0px;font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:11px;line-height:normal;font-family:Menlo;white-space:normal;">
<span style="font-variant-ligatures:no-common-ligatures;"><span> </span>history : 2019-09-04T15:31:31Z altered by CMOR: replaced missing value flag (-9e+33) and corresponding data with standard missing value (1e+20).</span>
</p>
<p style="margin-bottom:0px;font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:11px;line-height:normal;font-family:Menlo;white-space:normal;">
<span style="font-variant-ligatures:no-common-ligatures;"><span> </span>missing_value : 1e+20</span>
</p>
<p style="margin-bottom:0px;font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:11px;line-height:normal;font-family:Menlo;white-space:normal;">
<span style="font-variant-ligatures:no-common-ligatures;"><span> </span>_FillValue : 1e+20</span>
</p>
<p style="margin-bottom:0px;font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:11px;line-height:normal;font-family:Menlo;white-space:normal;">
<span style="font-variant-ligatures:no-common-ligatures;"><span> </span>coordinates : latitude longitude</span>
</p>
<br>
<p>
<br>
</p>
<p>
<span style="font-size:16px;font-family:Arial;">High resolution:</span>
</p>
<p>
<span style="font-size:16px;font-family:Arial;"><br>
</span>
</p>
<p>
<span style="font-size:16px;font-family:Arial;"> </span>
</p>
<p style="margin-bottom:0px;font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:11px;line-height:normal;font-family:Menlo;white-space:normal;">
<span style="font-variant-ligatures:no-common-ligatures;">Type: float</span>
</p>
<p style="margin-bottom:0px;font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:11px;line-height:normal;font-family:Menlo;white-space:normal;">
<span style="font-variant-ligatures:no-common-ligatures;">Total Size: 311047680 bytes</span>
</p>
<p style="margin-bottom:0px;font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:11px;line-height:normal;font-family:Menlo;white-space:normal;">
<span style="font-variant-ligatures:no-common-ligatures;"><span> </span>77761920 values</span>
</p>
<p style="margin-bottom:0px;font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:11px;line-height:normal;font-family:Menlo;white-space:normal;">
<span style="font-variant-ligatures:no-common-ligatures;">Number of Dimensions: 3</span>
</p>
<p style="margin-bottom:0px;font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:11px;line-height:normal;font-family:Menlo;white-space:normal;">
<span style="font-variant-ligatures:no-common-ligatures;">Dimensions and sizes: [time | 240] x [j | 404] x [i | 802]</span>
</p>
<p style="margin-bottom:0px;font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:11px;line-height:normal;font-family:Menlo;white-space:normal;">
<span style="font-variant-ligatures:no-common-ligatures;">Coordinates:<span> </span></span>
</p>
<p style="margin-bottom:0px;font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:11px;line-height:normal;font-family:Menlo;white-space:normal;">
<span style="font-variant-ligatures:no-common-ligatures;"><span> </span>time: [52975.5..60249.5]</span>
</p>
<p style="margin-bottom:0px;font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:11px;line-height:normal;font-family:Menlo;white-space:normal;">
<span style="font-variant-ligatures:no-common-ligatures;"><span> </span>j: [0..403]</span>
</p>
<p style="margin-bottom:0px;font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:11px;line-height:normal;font-family:Menlo;white-space:normal;">
<span style="font-variant-ligatures:no-common-ligatures;"><span> </span>i: [0..801]</span>
</p>
<p style="margin-bottom:0px;font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:11px;line-height:normal;font-family:Menlo;white-space:normal;">
<span style="font-variant-ligatures:no-common-ligatures;">Number Of Attributes: 11</span>
</p>
<p style="margin-bottom:0px;font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:11px;line-height:normal;font-family:Menlo;white-space:normal;">
<span style="font-variant-ligatures:no-common-ligatures;"><span> </span>standard_name : sea_surface_height_above_geoid</span>
</p>
<p style="margin-bottom:0px;font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:11px;line-height:normal;font-family:Menlo;white-space:normal;">
<span style="font-variant-ligatures:no-common-ligatures;"><span> </span>long_name : Sea Surface Height Above Geoid</span>
</p>
<p style="margin-bottom:0px;font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:11px;line-height:normal;font-family:Menlo;white-space:normal;">
<span style="font-variant-ligatures:no-common-ligatures;"><span> </span>comment : This is the dynamic sea level, so should have zero global area mean. It should not include inverse barometer depressions from sea ice.</span>
</p>
<p style="margin-bottom:0px;font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:11px;line-height:normal;font-family:Menlo;white-space:normal;">
<span style="font-variant-ligatures:no-common-ligatures;"><span> </span>units : m</span>
</p>
<p style="margin-bottom:0px;font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:11px;line-height:normal;font-family:Menlo;white-space:normal;">
<span style="font-variant-ligatures:no-common-ligatures;"><span> </span>original_name : zos</span>
</p>
<p style="margin-bottom:0px;font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:11px;line-height:normal;font-family:Menlo;white-space:normal;">
<span style="font-variant-ligatures:no-common-ligatures;"><span> </span>cell_methods : area: mean where sea time: mean</span>
</p>
<p style="margin-bottom:0px;font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:11px;line-height:normal;font-family:Menlo;white-space:normal;">
<span style="font-variant-ligatures:no-common-ligatures;"><span> </span>cell_measures : area: areacello</span>
</p>
<p style="margin-bottom:0px;font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:11px;line-height:normal;font-family:Menlo;white-space:normal;">
<span style="font-variant-ligatures:no-common-ligatures;"><span> </span>history : 2019-08-25T07:38:10Z altered by CMOR: replaced missing value flag (-9e+33) and corresponding data with standard missing value (1e+20).</span>
</p>
<p style="margin-bottom:0px;font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:11px;line-height:normal;font-family:Menlo;white-space:normal;">
<span style="font-variant-ligatures:no-common-ligatures;"><span> </span>missing_value : 1e+20</span>
</p>
<p style="margin-bottom:0px;font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:11px;line-height:normal;font-family:Menlo;white-space:normal;">
<span style="font-variant-ligatures:no-common-ligatures;"><span> </span>_FillValue : 1e+20</span>
</p>
<p style="margin-bottom:0px;font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:11px;line-height:normal;font-family:Menlo;white-space:normal;">
<span style="font-variant-ligatures:no-common-ligatures;"><span> </span>coordinates : latitude longitude</span>
</p>
<p>
<span style="font-size:16px;font-family:Arial;"><br>
</span>
</p>
*latitude and longitude have two dimensions.
<p>
<br>
</p>
<p>
<span style="font-size:16px;font-family:Arial;"><br>
</span>
</p>
<p>
<span style="font-family:Arial;"><span style="font-size:16px;">I cannot do ESMF regridding as per it is not allowed to use the all three dimensions (time, lat, lon). I am little confused here, How can I use ESMF regridding and keep the time dimension also. If so, after regridding, I can perform the ttest for the resolution difference.</span></span>
</p>
<p>
<span style="font-family:Arial;"><span style="font-size:16px;"><br>
</span></span>
</p>
<p>
<span style="font-family:Arial;"><span style="font-size:16px;">Please help me and Many many thanks.</span></span>
</p>
<p>
<span style="font-family:Arial;"><span style="font-size:16px;"><br>
</span></span>
</p>
<p>
<span style="font-family:Arial;"><span style="font-size:16px;">Best regards,</span></span>
</p>
<p>
<span style="font-family:Arial;"><span style="font-size:16px;">Chathu</span></span>
</p>
<br>
<span style="font-family:Arial;">
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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>
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<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_-6305064305499124472gmail-m_7031392424745978182gmail-m_2146368419877597965gmail-m_2702606982565228266gmail-m_-5845112258846473730ydpc6aa4ef1yui_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_-6305064305499124472gmail-m_7031392424745978182gmail-m_2146368419877597965gmail-m_2702606982565228266gmail-m_-5845112258846473730ydpc6aa4ef1yui_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>
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<span style="font-style:italic;"><span style="font-size:x-small;">China</span></span>
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<span style="font-style:italic;font-size:medium;"><br>
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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;">Matara</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;"><br>
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<span style="font-style:italic;font-size:medium;">Email : <a>wickramagechathurika@rocketmail.com</a></span>
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<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_-6305064305499124472gmail-m_7031392424745978182gmail-m_2146368419877597965gmail-m_2702606982565228266ydpc6aa4ef1yui_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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<div id="gmail-m_-6305064305499124472gmail-m_7031392424745978182gmail-m_2146368419877597965gmail-m_2702606982565228266ydpc6aa4ef1yui_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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<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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<div id="gmail-m_-6305064305499124472gmail-m_7031392424745978182gmail-m_2146368419877597965gmail-m_2702606982565228266ydpc6aa4ef1yui_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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<span style="font-style:italic;font-size:medium;">Email : <a>wickramagechathurika@rocketmail.com</a></span>
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<span style="font-style:italic;font-size:medium;"><a>chatu@scsio.ac.cn</a></span>
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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>
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<div>
<div id="gmail-m_-6305064305499124472gmail-m_7031392424745978182gmail-m_2146368419877597965ydpc6aa4ef1yui_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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<div id="gmail-m_-6305064305499124472gmail-m_7031392424745978182gmail-m_2146368419877597965ydpc6aa4ef1yui_3_16_0_ym19_1_1496286059659_2264" style="font-size:small;">
<i><span style="font-size:xx-small;">Matara</span></i>
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<i><span style="font-size:xx-small;">Sri Lanka</span></i>
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<div id="gmail-m_-6305064305499124472gmail-m_7031392424745978182gmail-m_2146368419877597965ydpc6aa4ef1yui_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_-6305064305499124472gmail-m_7031392424745978182gmail-m_2146368419877597965ydpc6aa4ef1yui_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_-6305064305499124472gmail-m_7031392424745978182gmail-m_2146368419877597965ydpc6aa4ef1yui_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_-6305064305499124472ydpc6aa4ef1yui_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_-6305064305499124472ydpc6aa4ef1yui_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_-6305064305499124472ydpc6aa4ef1yui_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>
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<div id="gmail-m_-6305064305499124472ydpc6aa4ef1yui_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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<span style="font-style:italic;font-size:medium;"><br>
</span>
</div>
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<i><span style="font-size:xx-small;">Specialized in Oceanography and Marine Geology (Bachelor)</span></i>
</div>
<div id="gmail-m_-6305064305499124472ydpc6aa4ef1yui_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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<i><span style="font-size:xx-small;">Matara</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;"><br>
</span>
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<div id="gmail-m_-6305064305499124472ydpc6aa4ef1yui_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_-6305064305499124472ydpc6aa4ef1yui_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="ydpc6aa4ef1yui_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>
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<div id="ydpc6aa4ef1yui_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>
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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;">Matara</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;"><br>
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<span style="font-style:italic;font-size:medium;">Email : <a target="_blank">wickramagechathurika@rocketmail.com</a></span>
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<span style="font-style:italic;font-size:medium;"><a target="_blank">chatu@scsio.ac.cn</a></span>
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