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        <datestamp>2026-09-21T08:36:04Z</datestamp>
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          <dc:title>Broad-scale evaluations of biodiversity change need reference comparisons</dc:title>
          <dc:creator>James Sinclair (17325802)</dc:creator>
          <dc:creator>Daniela Cortés-Guzmán (12188969)</dc:creator>
          <dc:subject>Community ecology (excl. invasive species ecology)</dc:subject>
          <dc:subject>Freshwater ecology</dc:subject>
          <dc:subject>Global change biology</dc:subject>
          <dc:subject>biodiversity</dc:subject>
          <dc:subject>community</dc:subject>
          <dc:subject>time series</dc:subject>
          <dc:subject>freshwater</dc:subject>
          <dc:subject>river</dc:subject>
          <dc:subject>invertebrate</dc:subject>
          <dc:subject>macroinvertebrate</dc:subject>
          <dc:subject>reference</dc:subject>
          <dc:subject>impact</dc:subject>
          <dc:subject>anthropogenic</dc:subject>
          <dc:subject>trend</dc:subject>
          <dc:description>&lt;p dir="ltr"&gt;The datasets and code here were used to examine how biodiversity trends related to the initial degree of impact, and the total temporal degradation or recovery, in 4,062 river invertebrate community time series across Europe. Further information on each dataset and code file is provided in the "README.txt" file, and information on analytical methods are provided in the methods and supporting information of the associated article (https://doi.org/10.1126/sciadv.aei1959).&lt;/p&gt;</dc:description>
          <dc:date>2026-09-21T08:36:04Z</dc:date>
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