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Modern society is made possible by the use of metals, and metals have historically been supplied from virgin stocks (ore bodies, mineral deposits, and the like). Other reservoirs exist, however, a principal one being materials or products in use, stored, or discarded over the years by corporations and individuals. These reservoirs might become very important in the next few decades of rapid population growth and resource and energy use. There are also concerns about the use of energy in the extraction and processing of metals, and realization that the loss of resources by dissipation or landfilling can sometimes be problematic from an environmental standpoint, and concerns over the short and long-term “criticality” of metals.

In the STAF project, we are evaluating current and historical flows of specific technologically significant materials, determining the stocks available in different types of reservoirs and the flows among the reservoirs, developing scenarios of possible futures of metal use, and assessing metal supply and demand. As of fall 2011, the group has completed work on copper, zinc, chromium, lead, iron, nickel, silver, and stainless steel, comprising complete cycle characterizations for all countries using significant amounts of these materials (more than 50), nine world regions including Europe, North America, and Asia, and the planet as a whole. Targeted studies of a few states and cities have also been accomplished. Specialized studies on tin, cobalt, tungsten, and aluminium have been done as well. These comprehensive cycles, and their interpretation and implications, are published in the scholarly literature as they are completed

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        </gmd:MD_Keywords>
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      <gmd:descriptiveKeywords>
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            <gco:CharacterString>Stocks</gco:CharacterString>
          </gmd:keyword>
          <gmd:thesaurusName>
            <gmd:CI_Citation>
              <gmd:title>
                <gco:CharacterString>GEMET Concepts</gco:CharacterString>
              </gmd:title>
              <gmd:date>
                <gmd:CI_Date>
                  <gmd:date>
                    <gco:Date>2014-07-25</gco:Date>
                  </gmd:date>
                  <gmd:dateType>
                    <gmd:CI_DateTypeCode codeList="https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#CI_DateTypeCode" codeListValue="revision">revision</gmd:CI_DateTypeCode>
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              <gmd:edition>
                <gco:CharacterString>2</gco:CharacterString>
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                    <Anchor xmlns="http://www.isotc211.org/2005/gmx" xlink:href="https://www.eionet.europa.eu/gemet/en/concept/4548" />
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        </gmd:MD_Keywords>
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      <gmd:descriptiveKeywords>
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              <gmd:title>
                <gco:CharacterString>GEMET Concepts</gco:CharacterString>
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                    <gmd:CI_DateTypeCode codeList="https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#CI_DateTypeCode" codeListValue="revision">revision</gmd:CI_DateTypeCode>
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              <gmd:edition>
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                    <Anchor xmlns="http://www.isotc211.org/2005/gmx" xlink:href="https://www.eionet.europa.eu/gemet/en/concept/7920" />
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            <gmd:CI_Citation>
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                    <Anchor xmlns="http://www.isotc211.org/2005/gmx" xlink:href="https://inspire.ec.europa.eu/codelist/CommodityCodeValue/silver" />
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            <gmd:CI_Citation>
              <gmd:title>
                <gco:CharacterString>INSPIRE commodities</gco:CharacterString>
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              <gmd:date gco:nilReason="unknown" />
              <gmd:edition gco:nilReason="unknown" />
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                <gmd:MD_Identifier>
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                    <Anchor xmlns="http://www.isotc211.org/2005/gmx" xlink:href="https://inspire.ec.europa.eu/codelist/CommodityCodeValue/aluminium" />
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        </gmd:MD_Keywords>
      </gmd:descriptiveKeywords>
      <gmd:descriptiveKeywords>
        <gmd:MD_Keywords id="Copper">
          <gmd:keyword>
            <gco:CharacterString>Copper</gco:CharacterString>
          </gmd:keyword>
          <gmd:thesaurusName>
            <gmd:CI_Citation>
              <gmd:title>
                <gco:CharacterString>INSPIRE commodities</gco:CharacterString>
              </gmd:title>
              <gmd:date gco:nilReason="unknown" />
              <gmd:edition gco:nilReason="unknown" />
              <gmd:identifier>
                <gmd:MD_Identifier>
                  <gmd:code>
                    <Anchor xmlns="http://www.isotc211.org/2005/gmx" xlink:href="https://inspire.ec.europa.eu/codelist/CommodityCodeValue/copper" />
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          </gmd:thesaurusName>
        </gmd:MD_Keywords>
      </gmd:descriptiveKeywords>
      <gmd:descriptiveKeywords>
        <gmd:MD_Keywords id="Lead">
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            <gco:CharacterString>Lead</gco:CharacterString>
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          <gmd:thesaurusName>
            <gmd:CI_Citation>
              <gmd:title>
                <gco:CharacterString>INSPIRE commodities</gco:CharacterString>
              </gmd:title>
              <gmd:date gco:nilReason="unknown" />
              <gmd:edition gco:nilReason="unknown" />
              <gmd:identifier>
                <gmd:MD_Identifier>
                  <gmd:code>
                    <Anchor xmlns="http://www.isotc211.org/2005/gmx" xlink:href="https://inspire.ec.europa.eu/codelist/CommodityCodeValue/lead" />
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          </gmd:thesaurusName>
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      <gmd:descriptiveKeywords>
        <gmd:MD_Keywords id="Tin">
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            <gco:CharacterString>Tin</gco:CharacterString>
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          <gmd:thesaurusName>
            <gmd:CI_Citation>
              <gmd:title>
                <gco:CharacterString>INSPIRE commodities</gco:CharacterString>
              </gmd:title>
              <gmd:date gco:nilReason="unknown" />
              <gmd:edition gco:nilReason="unknown" />
              <gmd:identifier>
                <gmd:MD_Identifier>
                  <gmd:code>
                    <Anchor xmlns="http://www.isotc211.org/2005/gmx" xlink:href="https://inspire.ec.europa.eu/codelist/CommodityCodeValue/tin" />
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                </gmd:MD_Identifier>
              </gmd:identifier>
            </gmd:CI_Citation>
          </gmd:thesaurusName>
        </gmd:MD_Keywords>
      </gmd:descriptiveKeywords>
      <gmd:descriptiveKeywords>
        <gmd:MD_Keywords id="Zinc">
          <gmd:keyword>
            <gco:CharacterString>Zinc</gco:CharacterString>
          </gmd:keyword>
          <gmd:thesaurusName>
            <gmd:CI_Citation>
              <gmd:title>
                <gco:CharacterString>INSPIRE commodities</gco:CharacterString>
              </gmd:title>
              <gmd:date gco:nilReason="unknown" />
              <gmd:edition gco:nilReason="unknown" />
              <gmd:identifier>
                <gmd:MD_Identifier>
                  <gmd:code>
                    <Anchor xmlns="http://www.isotc211.org/2005/gmx" xlink:href="https://inspire.ec.europa.eu/codelist/CommodityCodeValue/zinc" />
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              </gmd:identifier>
            </gmd:CI_Citation>
          </gmd:thesaurusName>
        </gmd:MD_Keywords>
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      <gmd:descriptiveKeywords>
        <gmd:MD_Keywords id="Chromium">
          <gmd:keyword>
            <gco:CharacterString>Chromium</gco:CharacterString>
          </gmd:keyword>
          <gmd:thesaurusName>
            <gmd:CI_Citation>
              <gmd:title>
                <gco:CharacterString>INSPIRE commodities</gco:CharacterString>
              </gmd:title>
              <gmd:date gco:nilReason="unknown" />
              <gmd:edition gco:nilReason="unknown" />
              <gmd:identifier>
                <gmd:MD_Identifier>
                  <gmd:code>
                    <Anchor xmlns="http://www.isotc211.org/2005/gmx" xlink:href="https://inspire.ec.europa.eu/codelist/CommodityCodeValue/chromium" />
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      <gmd:descriptiveKeywords>
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            <gmd:CI_Citation>
              <gmd:title>
                <gco:CharacterString>INSPIRE commodities</gco:CharacterString>
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              <gmd:date gco:nilReason="unknown" />
              <gmd:edition gco:nilReason="unknown" />
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                    <Anchor xmlns="http://www.isotc211.org/2005/gmx" xlink:href="https://inspire.ec.europa.eu/codelist/CommodityCodeValue/cobalt" />
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      <gmd:descriptiveKeywords>
        <gmd:MD_Keywords id="Iron">
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            <gmd:CI_Citation>
              <gmd:title>
                <gco:CharacterString>INSPIRE commodities</gco:CharacterString>
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              <gmd:edition gco:nilReason="unknown" />
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                <gco:CharacterString>INSPIRE commodities</gco:CharacterString>
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              <gmd:title>
                <gco:CharacterString>INSPIRE commodities</gco:CharacterString>
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              <gmd:edition gco:nilReason="unknown" />
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                <gco:CharacterString>Eurostat Waste categories</gco:CharacterString>
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                    <gco:Date>2017-05-17</gco:Date>
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                  <gmd:dateType>
                    <gmd:CI_DateTypeCode codeList="https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#CI_DateTypeCode" codeListValue="publication">publication</gmd:CI_DateTypeCode>
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            <gmd:DQ_ConformanceResult>
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                    <gmx:Anchor xlink:href="http://data.europa.eu/eli/reg/2010/1089">Commission Regulation (EU) No 1089/2010 of 23 November 2010 implementing Directive 2007/2/EC of the European Parliament and of the Council as regards interoperability of spatial data sets and services</gmx:Anchor>
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