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<p class="MsoNormal"><span style="font-size:10.0pt;font-family:&quot;Verdana&quot;,&quot;sans-serif&quot;;color:#1F497D">Dear Suman,<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:&quot;Verdana&quot;,&quot;sans-serif&quot;;color:#1F497D"><o:p>&nbsp;</o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:&quot;Verdana&quot;,&quot;sans-serif&quot;;color:#1F497D">My suggestion would be build a contingency table and then import the contingency table into a spreadsheet program. I have created a script to make a contingency
 table. You can find the most important part of this script below.<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:&quot;Verdana&quot;,&quot;sans-serif&quot;;color:#1F497D"><o:p>&nbsp;</o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:&quot;Verdana&quot;,&quot;sans-serif&quot;;color:#1F497D">Kind regards,<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:&quot;Verdana&quot;,&quot;sans-serif&quot;;color:#1F497D">Herbert ter Maat<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:&quot;Verdana&quot;,&quot;sans-serif&quot;;color:#1F497D"><o:p>&nbsp;</o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">* modeldata<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">'use d:/UserData/Herbert/Projects/KvK/KKF/FutureWeather/GrADS/fw38-LS-2006-07-15-000000-g3.ctl'<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">* Observation data<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">filen1='d:\UserData\Herbert\Projects\KvK\KKF\FutureWeather\DATA_WUR\Rain2Grads\PrecipObs_200608_day.dat'<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D"><o:p>&nbsp;</o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">t0=9<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">rok=0<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">* Threshold value of detection<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">thres=0.5<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">result=read(filen1)<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D"><o:p>&nbsp;</o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">'set lat 51.5'<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">‘set lon 5’<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">'set gxout print'<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D"><o:p>&nbsp;</o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">while (rok=0)<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">&nbsp;&nbsp;&nbsp; 'set t 't0<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">&nbsp;&nbsp;&nbsp; result=read(filen1)<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">&nbsp;&nbsp;&nbsp; rok=sublin(result,1)<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">&nbsp;&nbsp;&nbsp; rok=subwrd(rok,1)<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">&nbsp;&nbsp;&nbsp; if (rok!=0); say 'end of file'; break; endif<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D"><o:p>&nbsp;</o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">&nbsp;&nbsp;&nbsp; lin=sublin(result,2)<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">&nbsp;&nbsp;&nbsp; stat2=subwrd(lin,3)<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">&nbsp;&nbsp;&nbsp; say stat2<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">&nbsp;&nbsp;&nbsp; t1=t0<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">&nbsp;&nbsp;&nbsp; 'set t 't1<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">&nbsp;&nbsp;&nbsp; a=0<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">&nbsp;&nbsp;&nbsp; b=0<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">&nbsp;&nbsp;&nbsp; c=0<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">&nbsp;&nbsp;&nbsp; d=0<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">&nbsp;&nbsp;&nbsp; j=1<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">&nbsp;&nbsp;&nbsp; stat1=stat2<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">&nbsp;&nbsp;&nbsp; lat=subwrd(lin,2)<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">&nbsp;&nbsp;&nbsp; lon=subwrd(lin,1)<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">&nbsp;&nbsp;&nbsp; while (j &lt; 30)<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; value1=subwrd(lin,j&#43;4)<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D"><o:p>&nbsp;</o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; t1=t1&#43;24<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 'set t 't1<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;'d gr2stn(totpcp-totpcp(t-24),'lon','lat')'<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; reslin2=sublin(result,3)<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; value2=subwrd(reslin2,1)
<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D"><o:p>&nbsp;</o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; j=j&#43;1<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; say j<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; if(value1&gt;=thres &amp; value2&gt;=thres); a=a&#43;1; endif<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; if(value1&gt;=thres &amp; value2&lt;thres); c=c&#43;1; endif<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; if(value1&lt;thres &amp; value2&gt;=thres); b=b&#43;1; endif<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; if(value1&lt;thres &amp; value2&lt;thres); d=d&#43;1; endif<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">&nbsp;&nbsp;&nbsp; endwhile<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">&nbsp;&nbsp;&nbsp; record = stat1','a','b','c','d<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">&nbsp;&nbsp;&nbsp; res = write(contingency.txt,record)<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D"><o:p>&nbsp;</o:p></span></p>
<p class="MsoNormal"><span style="font-size:9.0pt;font-family:&quot;Courier New&quot;;color:#1F497D">endwhile<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:&quot;Verdana&quot;,&quot;sans-serif&quot;;color:#1F497D"><o:p>&nbsp;</o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:&quot;Verdana&quot;,&quot;sans-serif&quot;;color:#1F497D"><o:p>&nbsp;</o:p></span></p>
<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;"> gradsusr-bounces@gradsusr.org [mailto:gradsusr-bounces@gradsusr.org]
<b>On Behalf Of </b>Suman Maity<br>
<b>Sent:</b> vrijdag 10 oktober 2014 19:08<br>
<b>To:</b> GrADS Users Forum; regcnet<br>
<b>Subject:</b> [gradsusr] How to calculate Equitable Threat Score (ETS)<o:p></o:p></span></p>
<p class="MsoNormal"><o:p>&nbsp;</o:p></p>
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<p class="MsoNormal" style="margin-bottom:12.0pt">Dear all<o:p></o:p></p>
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<p class="MsoNormal">This is Suman Maity from Indian Institute of Technology Kharagpur, India. Frequently we are validating our model output with some observation datasets. For the validation purpose people are using different skill scores. Equitable Threat
 Score (ETS) is such a score for verification. My query is how to calculate that? for example I have 2007 (June-July-August-September) model simulated daily rainfall data and GPCP rainfall data. If I want to calculate the ETS then how to do that?<o:p></o:p></p>
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<p class="MsoNormal" style="margin-bottom:12.0pt">Please help in this regard. Any suggestion will be highly appreciable.
<o:p></o:p></p>
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<p class="MsoNormal">Regards<o:p></o:p></p>
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<p class="MsoNormal">'S Maity'<o:p></o:p></p>
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<p class="MsoNormal"><b><i><span style="font-size:13.5pt;font-family:&quot;Comic Sans MS&quot;;background:white">*******************************************************<br>
Suman Maity</span></i></b><o:p></o:p></p>
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<p class="MsoNormal"><span style="font-size:13.5pt;font-family:&quot;Comic Sans MS&quot;;background:white">Research Scholar</span><o:p></o:p></p>
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<p class="MsoNormal"><span style="font-size:13.5pt;font-family:&quot;Comic Sans MS&quot;;background:white">Center for Ocean, Rivers, Atmosphere and Land Sciences(CORAL)</span><o:p></o:p></p>
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<p class="MsoNormal"><span style="font-size:13.5pt;font-family:&quot;Comic Sans MS&quot;;background:white">Indian Institute Of Technology Kharagpur.</span><o:p></o:p></p>
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<p class="MsoNormal"><b><i><br>
</i></b><b><i><span style="font-size:13.5pt;font-family:&quot;Comic Sans MS&quot;">*******************************************************
</span></i></b><o:p></o:p></p>
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<p class="MsoNormal"><i><span style="font-size:7.5pt;color:#3366FF">&nbsp;</span></i><o:p></o:p></p>
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