<?xml version="1.0" encoding="ISO-8859-1"?><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<front>
<journal-meta>
<journal-id>0012-7353</journal-id>
<journal-title><![CDATA[DYNA]]></journal-title>
<abbrev-journal-title><![CDATA[Dyna rev.fac.nac.minas]]></abbrev-journal-title>
<issn>0012-7353</issn>
<publisher>
<publisher-name><![CDATA[Universidad Nacional de Colombia]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S0012-73532014000300003</article-id>
<article-id pub-id-type="doi">10.15446/dyna.v81n185.34841</article-id>
<title-group>
<article-title xml:lang="en"><![CDATA[Potential for geologically active faults Department of Antioquia, Colombia]]></article-title>
<article-title xml:lang="es"><![CDATA[Potencial de fallas geológicas activas Departamento de Antioquia, Colombia]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Sánchez-Arredondo]]></surname>
<given-names><![CDATA[Luis Hernán]]></given-names>
</name>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Giraldo-Bolivar]]></surname>
<given-names><![CDATA[Orlando]]></given-names>
</name>
</contrib>
</contrib-group>
<aff id="A01">
<institution><![CDATA[,Universidad Nacional de Colombia Departamento de Materiales y Minerales de la Facultad de Minas ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>06</month>
<year>2014</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>06</month>
<year>2014</year>
</pub-date>
<volume>81</volume>
<numero>185</numero>
<fpage>24</fpage>
<lpage>27</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_arttext&amp;pid=S0012-73532014000300003&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_abstract&amp;pid=S0012-73532014000300003&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_pdf&amp;pid=S0012-73532014000300003&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="en"><p><![CDATA[A geostatistics module (mg95) was determined based on geostatistical studies of global estimations of seismicity data reported by the National Seismological Network of Colombia &#91;Red Sismológica Nacional de Colombia (RSNC)&#93;. It enabled the level of activity of the cortical fault in the Department of Antioquia (DA), Colombia to be categorized. The mg95 relates the estimated values with polygonal kriging and the corresponding error for each one of the municipalities of Antioquia, with a Student parameter at 95% confidence, dependant on the number of microseisms registered locally. The following categorization scale is proposed to determine the levels of active faults in each municipality: proved active fault mg95&#8712;&#91;0-0.2&#93;, probable active fault mg95&#8712;&#91;0.2-0.3&#93;, and possible active fault mg95 > 0.3.]]></p></abstract>
<abstract abstract-type="short" xml:lang="es"><p><![CDATA[Con base en estudios geoestadísticos de estimación global de los datos de sismicidad reportados por la Red Sismológica Nacional de Colombia (RSNC), se determinó un módulo geoestadístico (mg95) que permitió categorizar el nivel de actividad del fallamiento cortical en el Departamento de Antioquia (DA), Colombia. E lmg95 relaciona los valores de estimación con krigeage poligonal y su error correspondiente para cada uno de los municipios antioqueños con un parámetro de Student al 95% de confianza, que depende del número de microsismos registrados localmente. Para determinar los niveles de fallamiento activo en cada municipio, se propone la siguiente escala de categorización: fallamiento activo probadomg95&#8712;&#91;0-0.2&#93;, fallamiento activo probablemg95&#8712;&#91;0.2-0.3&#93; y fallamiento activo posible mg95 > 0.3.]]></p></abstract>
<kwd-group>
<kwd lng="en"><![CDATA[seismology]]></kwd>
<kwd lng="en"><![CDATA[geostatistics module]]></kwd>
<kwd lng="en"><![CDATA[active faults]]></kwd>
<kwd lng="en"><![CDATA[Colombia]]></kwd>
<kwd lng="es"><![CDATA[sismología]]></kwd>
<kwd lng="es"><![CDATA[módulo geoestadístico]]></kwd>
<kwd lng="es"><![CDATA[fallas activas]]></kwd>
<kwd lng="es"><![CDATA[Colombia]]></kwd>
</kwd-group>
</article-meta>
</front><body><![CDATA[ <p align="left"><a href="http://dx.doi.org/10.15446/dyna.v81n185.34841" target="_blank">http://dx.doi.org/10.15446/dyna.v81n185.34841</a></p>      <p align="center"><font size="4" face="Verdana"><b>Potential for geologically active faults Department  of Antioquia, Colombia</b></font></p>     <p align="center"><i><font size="3"><b><font face="Verdana">Potencial  de fallas geol&oacute;gicas activas Departamento de Antioquia, Colombia</font></b></font></i></p>     <p align="center">&nbsp;</p>     <p align="center"><font size="2" face="Verdana"><b>Luis Hern&aacute;n S&aacute;nchez-Arredondo <sup>a</sup> &amp; Orlando Giraldo-Bolivar <sup>b</sup></b></font></p>     <p align="center">&nbsp;</p>     <p align="center"><font size="2" face="Verdana"><sup><i>a </i></sup><i>Departamento de Materiales y Minerales de la Facultad de Minas,  Universidad Nacional de Colombia, Colombia. <a href="mailto:lhsanche@unal.edu.c">lhsanche@unal.edu.c</a>o    <br>  <sup>b </sup>Departamento de Ingenier&iacute;a Civil de la Facultad de Minas,  Universidad Nacional de Colombia, Colombia. <a href="mailto:ogiraldo@unal.edu.co">ogiraldo@unal.edu.co</a></i></font></p>     <p align="center">&nbsp;</p>     <p align="center"><font size="2" face="Verdana"><b>Received: November 7<sup>th</sup>, 2012. Received in revised form:  March 13<sup>th</sup>, 2013. Accepted: April 11<sup>th</sup>, 2014.</b></font></p>  <hr>     ]]></body>
<body><![CDATA[<p><font size="2" face="Verdana"><b>Abstract    <br>  </b></font><font size="2" face="Verdana">A geostatistics  module (<i>mg<sub>95</sub></i>) was determined based on geostatistical studies of global  estimations of seismicity data reported by the National Seismological Network  of Colombia &#91;Red Sismol&oacute;gica Nacional de Colombia (RSNC)&#93;. It enabled the level  of activity of the cortical fault in the Department of Antioquia (DA), Colombia  to be categorized. The <i>mg<sub>95</sub></i> relates the estimated  values with polygonal kriging and the corresponding error for each one of the  municipalities of Antioquia, with a Student parameter at 95% confidence,  dependant on the number of microseisms registered locally. The following  categorization scale is proposed to determine the levels of active faults in  each municipality: proved active fault mg<sub>95</sub>&isin;&#91;0-0.2&#93;, probable active fault mg<sub>95</sub>&isin;&#91;0.2-0.3&#93;, and possible active fault mg<sub>95</sub> &gt; 0.3. </font></p>     <p><font size="2" face="Verdana"><i>Keywords:</i> seismology, geostatistics module, active  faults, Colombia. </font></p>     <p><font size="2" face="Verdana"><b>Resumen    <br>  </b></font><font size="2" face="Verdana">Con base en estudios geoestad&iacute;sticos de estimaci&oacute;n global de los datos de  sismicidad reportados por la Red Sismol&oacute;gica Nacional de Colombia (RSNC), se  determin&oacute; un m&oacute;dulo geoestad&iacute;stico (mg<sub>95</sub>) que permiti&oacute; categorizar el nivel de actividad del fallamiento cortical  en el Departamento de Antioquia (DA), Colombia. E lmg<sub>95</sub> relaciona los valores de estimaci&oacute;n  con krigeage poligonal y su error correspondiente para cada uno de los  municipios antioque&ntilde;os con un par&aacute;metro de Student al 95% de confianza, que  depende del n&uacute;mero de microsismos registrados localmente. Para determinar los  niveles de fallamiento activo en cada municipio, se propone la siguiente escala  de categorizaci&oacute;n: fallamiento activo probadomg<sub>95</sub>&isin;&#91;0-0.2&#93;, fallamiento activo probablemg<sub>95</sub>&isin;&#91;0.2-0.3&#93; y fallamiento activo posible mg<sub>95</sub> &gt; 0.3.</font></p>     <p><font size="2" face="Verdana"><i>Palabras clave: </i>sismolog&iacute;a, m&oacute;dulo geoestad&iacute;stico, fallas activas, Colombia.</font></p> <hr>     <p>&nbsp;</p>     <p><font size="3" face="Verdana"><b>1. Introduction</b></font></p>     <p><font size="2" face="Verdana">The first line of each paragraph is indented 0.5 cm. The Department of Antioquia  is located in the north western corner of South America. It is one of the  world's least understood regions because its geology is the result of the  interaction of multiple geological processes and of tectonic plates and  microplates that meet there. The seisms generated in this region show drastic  changes in the focal mechanisms &#91;1&#93;. In the last 130 years, cortical active  faults have generated earthquakes such as the one in Turbo 1882<sup>2</sup> and  the one of in Murindo 1992&#91;3&#93;.</font></p>     <p>&nbsp;</p>     ]]></body>
<body><![CDATA[<p><font size="3" face="Verdana"><b>2. Database</b></font></p>     <p><font size="2" face="Verdana">The  seismicity analysis reported by the RSNC from June 1, 1993 to June 30, 2009,  indicates that the Department of Antioquia has registered 2429 epicentres, of  which 78% (1897) corresponds to superficial activity, (77% of the data is  located at a depth of 3 Km.) with a local magnitude (M<sub>L</sub>) of 2.7, and  25% of the data in the interval 3 &le; M<sub>L</sub> &le; 5.3.</font></p>     <p><font size="2" face="Verdana">The quantile  - quantile chart (Q-Q plot) of <a href="#fig01">Fig. 1</a>, indicates the strong tendency of  superficial microseismic activity in the DA, to behave statistically as a  log-normal distribution for the data of local magnitude.</font></p>     <p align="center"><font size="2" face="Verdana"><a name="fig01"></a></font><img src="img/revistas/dyna/v81n185/v81n185a03fig01.gif"></p>     <p>&nbsp;</p>     <p><font size="3" face="Verdana"><b>3. Structural  Geostatistics</b></font></p>     <p><font size="2" face="Verdana">A semivariogram whose graph assimilated an exponential  type model (<a href="#fig02">Fig. 2</a>), with an influence range for seismic data of 5 kilometres  and a real variance (plateau) of 0.31 developed as the main geostatistical tool  to evaluate the spatial behaviour of the superficial seismic activity in the Department  of Antioquia.</font></p>     <p align="center"><font size="2" face="Verdana"><a name="fig02"></a></font><img src="img/revistas/dyna/v81n185/v81n185a03fig02.gif"></p>     <p><font size="2" face="Verdana">The semivariogram model for the M<sub>L</sub> variable was  validated regionally with 1725 seisms, a standardized error </font></p>     <p><font size="2" face="Verdana">average of 0.005, and a  standardized error variance of 0.88. The model rejected 0.4 % of the data  inside a 100 Km radius. The equation representing the model is the following.</font></p>     ]]></body>
<body><![CDATA[<p><font size="2" face="Verdana"><img src="img/revistas/dyna/v81n185/v81n185a03eq000.gif"></font></p>     <p><font size="2" face="Verdana">The global estimate was based on the geostatistical  technique known as &quot;polygonal kriging&quot;. This procedure was designed to provide  an estimated value of seismicity, inside the areas delimiting the polygonal  coverage of each one of the municipalities of the DA. Each municipality receives  a unique global estimate value with its corresponding error. The number of  seisms considered for the estimates inside each municipality, is equivalent to  the local epicentres, plus those located outside the municipal polygon but  inside a 5 km outline, which corresponds to the influence range deduced from  the semivariogram (<a href="#fig02">Fig. 2</a>).</font></p>     <p>&nbsp;</p>     <p><font size="3" face="Verdana"><b>4. Geostatistics  Module And Categorization Of Geologically Active Faults</b></font></p>     <p><font size="2" face="Verdana">The level of  geological fault activity, or segments of geological faults belonging to a  system, was defined with a confidence factor of 95% labelled &quot;geostatistics  module (mg<sub>95</sub>) to characterize the level of activity of geological  faults&quot;.</font></p>     <p><font size="2" face="Verdana"><img src="img/revistas/dyna/v81n185/v81n185a03eq001.gif"></font></p>     <blockquote>      <p><font size="2" face="Verdana"><i>t</i> depends on the number of seisms  considered.</font></p> </blockquote>     <p><font size="2" face="Verdana">The study case of the municipality of Murindo (<a href="#fig03">Fig. 3</a>)  will be used as an example.</font></p>     <p align="center"><font size="2" face="Verdana"><a name="fig03"></a></font><img src="img/revistas/dyna/v81n185/v81n185a03fig03.gif"></p>     ]]></body>
<body><![CDATA[<p><font size="2" face="Verdana">Global estimation error = 0.11    <br>  </font><font size="2" face="Verdana">Global estimated seismicity (M<sub>L</sub>) =2.91    <br>  </font><font size="2" face="Verdana">Number of seisms considered = 358    <br>  </font><font size="2" face="Verdana">Student factor = 1.96, (see attachment)</font></p>     <p><font size="2" face="Verdana"><img src="img/revistas/dyna/v81n185/v81n185a03eq002.gif"></font></p>     <p><font size="2" face="Verdana">If the number of epicentres  increases, the estimation error and the Student factor decrease and, therefore,  the level of threat by active faults increases.</font></p>     <p><font size="2" face="Verdana">Thus the <i>mg<sub>95</sub></i> is used to categorize  the level of active faults of the DA, based on the fact that the presence of  cortical seismic activity implies the presence of active geological faults.</font></p>     <p><font size="2" face="Verdana">Thus the <i>mg<sub>95</sub></i> is used to categorize  the level of active faults of the DA, based on the fact that the presence of  cortical seismic activity implies the presence of active geological faults.</font></p>     <p><font size="2" face="Verdana">The classification levels for geological fault activity  are proposed considering the <i>mg<sub>95</sub></i> values obtained for each one of the municipalities of the DA, (<a href="#tab01">Table 1</a>).</font></p>     <p align="center"><font size="2" face="Verdana"><a name="tab01"></a></font><img src="img/revistas/dyna/v81n185/v81n185a03tab01.gif"></p>     ]]></body>
<body><![CDATA[<p><font size="2" face="Verdana"><a href="#tab02">Table 2</a> summarizes the results obtained for some  municipalities in the DA.</font></p>     <p align="center"><font size="2" face="Verdana"><a name="tab02"></a></font><img src="img/revistas/dyna/v81n185/v81n185a03tab02.gif"></p>     <p>&nbsp;</p>     <p><font size="3" face="Verdana"><b>5. Discussion</b></font></p>     <p><font size="2" face="Verdana">Regionally the territory of the DA is affected by the  triple union of the convergence of the Caribe, Nazca and Suramericana tectonic  plates. This contact zone is represented by two microplates called bloque  Andino and bloque de Panam&aacute; Baud&oacute; &#91;4&#93;. As a consequence of this geotectonic  activity, three geological fault systems control the seismological activity in  the DA: The Cauca Romeral System, cartographed since the start of the 20th  century &#91;5&#93;, the Palestina Fault System &#91;6&#93;, and the Mutat&aacute;-Murind&oacute; Fault  System (Suture of Dabeiba).</font></p>     <p><font size="2" face="Verdana">For some authors &#91;7&#93;, seismicity in Colombia's Northwest  is diffused and complex and caused by the fault generating compression  east-west. This implies that these hypotheses suppose that seisms generated in  the region are not caused by subduction, but the result of the convergence  tectonic plates and microplates.</font></p>     <p><font size="2" face="Verdana">The geostatistical results obtained in this research  indicate that 42% of the municipalities of Antioquia are controlled by  geological faults with a proved level of activity. 24% of the municipalities  determined in this level are related geotectonically to the Mutat&aacute;-Murind&oacute;  Fault </font></p>     <p><font size="2" face="Verdana">The highest potential for active faults in the DA is  registered in the municipalities of Ituango (Cauca Romeral Fault System, Suture  of Dabeiba), Dabeiba, Urrao, Uramita, (Palestina Fault System).</font></p>     <p><font size="2" face="Verdana">Ca&ntilde;as Gordas, Murind&oacute; (Suture of Dabeiba) and Remedios </font></p>     <p><font size="2" face="Verdana">The cortical fault  presenting the largest threat for the DA is related to the Mutat&aacute;-Murind&oacute; Fault  System (Suture of Dabeiba). Considering the external seismic threat presented  by this suture for the Valle de Aburra (3,317,166 inhabitants) &#91;8&#93;, home of the  city of Medell&iacute;n, the segments that pass through Urrao are the neotectonic  features presenting the highest danger. They present potential for generating  superficial seisms with a PGA (Peak Ground Acceleration) of 0.96g (units of  gravity), which may arrive at Medell&iacute;n, with a acceleration of 0.25g.  Historically, one of the most representative seisms in the zone, related to the  Suture of Dabeiba, is the one that occurred on September 7, 1882, with an  intensity of X in the Mercalli Scale and an Ms magnitude estimated between 6.5  and 7.2. Likewise, this seism was felt intensely in the Isthmus of Panama and  in a large part of the Departments of Antioquia and Choco<sup>1</sup>. Similar  to the seism of 1982, most of the Uraba Region was affected by the seisms of  October 17 and 18 of 1992, which brought about countless damage to the  environment and the urban centres of Colombia's Northwest<sub>3</sub>. The  event of October 18 registered, in an accelerograph located in ISA in the city  of Medell&iacute;n, a maximum horizontal acceleration of 0.03g. This is a pretty low  value considering the damage registered &#91;3&#93;.</font></p>     ]]></body>
<body><![CDATA[<p><font size="2" face="Verdana">The faults related to  the Suture of Dabeiba, as well as the faults related to the Cauca Romeral  system, affect the territory of the Municipality of Ituango. The seismic  activity registered there is moderate with 110 superficial seisms, housing high  geostatistical potential for the generation of microseismic activity, with a  high potential danger for the Valle de Aburra (PGA of 0.18), which is to say  0.176g of horizontal acceleration. Additionally, the close relationship shown  by the results obtained in this research with the neotectonic studies made so  far about the faults systems of the Cauca Romeral System in the northwest of  the DA &#91;9-11&#93; is remarkable.</font></p>     <p><font size="2" face="Verdana">In conclusion geostatistics can be used as a valuable tool  for supporting seismology. It complements neotectonics and geochronology  (carbon-14) studies and can be used to take decisions when instrumenting and  monitoring the places with the greatest seismic threats.</font></p>     <p>&nbsp;</p>     <p><font size="3" face="Verdana"><b>Acknowledgements</b></font></p>     <p><font size="2" face="Verdana">This article is a contribution to project 9536 &quot;Seismic  Threat of the Department of Antioquia Based on Microseismic Activity of the  RSNC&quot; Phase I, financed by the Office of Research of Universidad Nacional de  Colombia, Sede Medell&iacute;n (DIME).</font></p>     <p>&nbsp;</p>     <p><font size="3" face="Verdana"><b>References</b></font></p>     <!-- ref --><p> <font size="2" face="Verdana"><b>&#91;1&#93;</b> Cardona, C., Salcedo, E. Y Mora, H. 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Geolog&iacute;a de la parte de los departamentos de Antioquia y Caldas (Sub-zona IIA, oriente de Antioquia): Bolet&iacute;n Geol&oacute;gico Ingeominas V.20 (2), Bogot&aacute;, 173 P.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=000080&pid=S0012-7353201400030000300006&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font></p>     <!-- ref --><p> <font size="2" face="Verdana"><b>&#91;7&#93;</b> Pennington. W. ET AL., (1988). Seismicity of the Caribbean - Nazca Boundary: Contrains on Microplates Tectonics of the Panam&aacute; Regi&oacute;n. Journal of Geophysical Research. Vol. 93. no. 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Phase I, Preliminary Seismic Hazard Study Ituango Proyect, Colombia: Unpublished report for Integral, Ltda and ISA, Medell&iacute;n, 152 P.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=000088&pid=S0012-7353201400030000300010&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font></p>     <!-- ref --><p> <font size="2" face="Verdana"><b>&#91;11&#93;</b> Cline, K., Page, E. Gillan, M., Cluff, L., Arias, L., Belarcazar, L. Y and L&oacute;pez J., 1980. Quaternary activity of the Romeral and cauca Faults, Northwest Colombia: In Seminario sobre el Cuaternario de Colombia, no. 1, Resumenes, -vol. 1, Bogot&aacute;, pp. 37-38.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=000090&pid=S0012-7353201400030000300011&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --> </font></p>     <p>&nbsp;</p>     ]]></body>
<body><![CDATA[<p><font size="2" face="Verdana"><b>L H. S&aacute;nchez-Arredondo,</b> received the Bs. Eng in Geological Engineering in  1984 (Universidad Nacional de Colombia. Medellin, Colombia.), the Sp degree in  Analysis and Management of Geological Risk in 2001 (University of Geneva. Geneva, Switzerland), and the MS  degree in Master Coal Science and Technology in1991 (Universidad Nacional de  Colombia. Medellin, Colombia.), He is a Full Professor in the area of  mining geology and geostatistics in the department of materials  and minerals, Facultad de Minas, Universidad Nacional de Colombia. His research  interests include: Exploration Geochemistry, Geostatistical Modeling and  Simulation, Risk in Geology and Mining. </font></p>     <p><font size="2" face="Verdana"><b>O.  Giraldo-Bolivar,</b> received the Bs. Eng in Civil Engineering in 1981, the Sp  degree in structures in 2000, all of them from the Universidad Nacional de  Colombia. Medellin, Colombia. He is a Full Professor in the area of  Materials and Structures in the department of civil engineering  at the National University of Colombia, Medell&iacute;n. His research interests  include: Architectural precast concrete panels, Evaluation of chemical additives  for concrete, concrete quality control of civil works.</font></p>      ]]></body><back>
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