<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing with OASIS Tables v3.0 20080202//EN" "https://jats.nlm.nih.gov/nlm-dtd/publishing/3.0/journalpub-oasis3.dtd">
<article xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:oasis="http://docs.oasis-open.org/ns/oasis-exchange/table" xml:lang="en" dtd-version="3.0" article-type="abstract"><?xmltex \bartext{S10: Geosciences behind regulatory, technical, and social challenges}?>
  <front>
    <journal-meta><journal-id journal-id-type="publisher">SaND</journal-id><journal-title-group>
    <journal-title>Safety of Nuclear Waste Disposal</journal-title>
    <abbrev-journal-title abbrev-type="publisher">SaND</abbrev-journal-title><abbrev-journal-title abbrev-type="nlm-ta">Saf. Nucl. Waste Disposal</abbrev-journal-title>
  </journal-title-group><issn pub-type="epub">2749-4802</issn><publisher>
    <publisher-name>Copernicus Publications</publisher-name>
    <publisher-loc>Göttingen, Germany</publisher-loc>
  </publisher></journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.5194/sand-2-133-2023</article-id><title-group><article-title>Mitigating uncertainty in the site selection process for a German deep
geological repository through a risk-based and multi-criteria
decision-making approach</article-title><alt-title>Mitigating uncertainty in the site selection process for a German deep geological repository</alt-title>
      </title-group><?xmltex \runningtitle{Mitigating uncertainty in the site selection process for a German deep geological repository}?><?xmltex \runningauthor{H. El Fatihi et al.}?>
      <contrib-group>
        <contrib contrib-type="author" corresp="yes">
          <name><surname>El Fatihi</surname><given-names>Hajar</given-names></name>
          <email>elfatihi@els.rwth-aachen.de</email>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name><surname>Fischer-Appelt</surname><given-names>Klaus</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name><surname>Charlier</surname><given-names>Frank</given-names></name>
          
        </contrib>
        <aff id="aff1"><institution>Chair of Repository Safety, RWTH Aachen University, 52056 Aachen, Germany</institution>
        </aff>
      </contrib-group>
      <author-notes><corresp id="corr1">Hajar El Fatihi (elfatihi@els.rwth-aachen.de)</corresp></author-notes><pub-date><day>6</day><month>September</month><year>2023</year></pub-date>
      
      <volume>2</volume>
      <fpage>133</fpage><lpage>134</lpage>
      <history>
        <date date-type="received"><day>13</day><month>April</month><year>2023</year></date>
           <date date-type="rev-recd"><day>24</day><month>May</month><year>2023</year></date>
           <date date-type="accepted"><day>26</day><month>May</month><year>2023</year></date>
      </history>
      <permissions>
        <copyright-statement>Copyright: © 2023 Hajar El Fatihi et al.</copyright-statement>
        <copyright-year>2023</copyright-year>
      <license license-type="open-access"><license-p>This work is licensed under the Creative Commons Attribution 4.0 International License. To view a copy of this licence, visit <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</ext-link></license-p></license></permissions><self-uri xlink:href="https://sand.copernicus.org/articles/2/133/2023/sand-2-133-2023.html">This article is available from https://sand.copernicus.org/articles/2/133/2023/sand-2-133-2023.html</self-uri><self-uri xlink:href="https://sand.copernicus.org/articles/2/133/2023/sand-2-133-2023.pdf">The full text article is available as a PDF file from https://sand.copernicus.org/articles/2/133/2023/sand-2-133-2023.pdf</self-uri>
      <abstract><title>Abstract</title>

      <p id="d1e92">The site selection for final disposal of high-level
radioactive waste is a complex process that requires careful considerations.
In Germany, the site selection procedure for a deep geological repository
occurs in multiple phases. Step one phase one involves the identification of
90 subareas of interest. In step two phase one, sub-regions are
selected for surface exploration. Consequently, several dilemmas arise, such as the necessity to screen through a considerable number of
subareas with large surfaces to select sub-regions that are most adequate
for further investigation. The associated subsurface uncertainty and
the high exploration and operational costs create an additional challenge
when planning such a campaign.</p>

      <p id="d1e95">To address these challenges, we propose a method of sub-region
prioritization that combines favourability indexes developed using host-rock
and subarea-specific criteria with the probability of success and risk of
failure estimates. This method considers not only geological factors but
also the heterogeneous nature of subsurface data quality and quantity. This
heterogeneity leads to uncertainties that may overshadow the advantages of
specific sub-regions at the expense of others. The method focusses only on
the geological barriers of the repository system: the containment providing the
rock zone, the surrounding host rock, and the overburden. The geological
barriers are dealt with as a multi-component, multi-physics system. For each
component, a risk matrix is generated; consequently, a risk estimation and a classification
are made. To estimate the risk of failure in selecting an adequate
sub-region prior to exploration, we propose the following formula based on
Aven and Krohn (2014), which is defined as follows:
        <disp-formula id="Ch1.Ex1"><mml:math id="M1" display="block"><mml:mrow><mml:mi mathvariant="normal">Risk</mml:mi><mml:mo>=</mml:mo><mml:mi mathvariant="normal">likelihood</mml:mi><mml:mo>×</mml:mo><mml:mi mathvariant="normal">consequence</mml:mi><mml:mo>×</mml:mo><mml:mi mathvariant="normal">knowledge</mml:mi><mml:mo>.</mml:mo></mml:mrow></mml:math></disp-formula>
      This formula evaluates risk based on three factors: the probability of a
specific event occurring that may jeopardize the integrity of the geological
barriers (likelihood), the potential impact of that event (consequence), and
the level of understanding or uncertainty associated with that event
(knowledge), which can influence the overall risk assessment.</p>

      <p id="d1e120">The method involves the identification and evaluation of subsurface risk
factors using the multiple-criteria decision-making approach and the
development of a risk matrix. The risk matrix is based on expert judgement
and existing data to quantify the relative importance of each risk factor.</p>

      <p id="d1e123">The method is evaluated by applying it to one of the subareas designated by
the German federal company for radioactive waste disposal for methodological
developments. The developed approach provides a valuable tool for enabling
stakeholders to consider a wide range of factors, including the level of
uncertainty and lack of knowledge associated with subsurface risk factors,
and make informed decisions during the site selection process.</p>
  </abstract>
    </article-meta>
  </front>
<body>
      

      
      </body>
    <back><ref-list>
    <title>References</title>

      <ref id="bib1.bib1"><label>1</label><?label 1?><mixed-citation>Aven, T. and Krohn, B. S.: A new perspective on how to understand, assess
and manage risk and the unforeseen, J. Reliability Engineering &amp; System
Safety, 121, 1–10, <ext-link xlink:href="https://doi.org/10.1016/j.ress.2013.07.005" ext-link-type="DOI">10.1016/j.ress.2013.07.005</ext-link>, 2014.</mixed-citation></ref>

  </ref-list></back>
    <!--<article-title-html>Mitigating uncertainty in the site selection process for a German deep geological repository through a risk-based and multi-criteria decision-making approach</article-title-html>
<abstract-html/>
<ref-html id="bib1.bib1"><label>1</label><mixed-citation>
      
Aven, T. and Krohn, B. S.: A new perspective on how to understand, assess
and manage risk and the unforeseen, J. Reliability Engineering &amp; System
Safety, 121, 1–10, <a href="https://doi.org/10.1016/j.ress.2013.07.005" target="_blank">https://doi.org/10.1016/j.ress.2013.07.005</a>, 2014.

    </mixed-citation></ref-html>--></article>
