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        <datestamp>2026-10-01T11:33:52Z</datestamp>
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          <dc:title>Vector Atlas Species Abundance and Distribution Maps</dc:title>
          <dc:creator>GERARD RYAN (1151198)</dc:creator>
          <dc:creator>Marianne Sinka (8937204)</dc:creator>
          <dc:creator>Nick Golding (9730050)</dc:creator>
          <dc:subject>Population ecology</dc:subject>
          <dc:subject>anopheles</dc:subject>
          <dc:subject>malaria</dc:subject>
          <dc:subject>species abundance model</dc:subject>
          <dc:subject>species distribution model</dc:subject>
          <dc:subject>uncertainty</dc:subject>
          <dc:subject>ecological niche models (ENMs)</dc:subject>
          <dc:description>&lt;h2 dir="ltr"&gt;Rasters &lt;/h2&gt;&lt;p dir="ltr"&gt;GeoTiff format .tif files, containing the abundance, distribution, and coefficient of variation estimates for 18 Anopheline species in Africa, continental maps, and pre-cropped and masked by country.&lt;/p&gt;&lt;ul&gt;&lt;li&gt;&lt;i&gt;Anopheles arabiensis&lt;/i&gt;&lt;/li&gt;&lt;li&gt;&lt;i&gt;Anopheles coluzzii&lt;/i&gt;&lt;/li&gt;&lt;li&gt;&lt;i&gt;Anopheles coustani&lt;/i&gt;&lt;/li&gt;&lt;li&gt;&lt;i&gt;Anopheles funestus&lt;/i&gt;&lt;/li&gt;&lt;li&gt;&lt;i&gt;Anopheles gambiae&lt;/i&gt;&lt;/li&gt;&lt;li&gt;&lt;i&gt;Anopheles leesoni&lt;/i&gt;&lt;/li&gt;&lt;li&gt;&lt;i&gt;Anopheles maculipalpis&lt;/i&gt;&lt;/li&gt;&lt;li&gt;&lt;i&gt;Anopheles melas&lt;/i&gt;&lt;/li&gt;&lt;li&gt;&lt;i&gt;Anopheles merus&lt;/i&gt;&lt;/li&gt;&lt;li&gt;&lt;i&gt;Anopheles moucheti&lt;/i&gt;&lt;/li&gt;&lt;li&gt;&lt;i&gt;Anopheles nili&lt;/i&gt;&lt;/li&gt;&lt;li&gt;&lt;i&gt;Anopheles pharoensis&lt;/i&gt;&lt;/li&gt;&lt;li&gt;&lt;i&gt;Anopheles pretoriensis&lt;/i&gt;&lt;/li&gt;&lt;li&gt;&lt;i&gt;Anopheles quadriannulatus&lt;/i&gt;&lt;/li&gt;&lt;li&gt;&lt;i&gt;Anopheles rivulorum&lt;/i&gt;&lt;/li&gt;&lt;li&gt;&lt;i&gt;Anopheles rufipes&lt;/i&gt;&lt;/li&gt;&lt;li&gt;&lt;i&gt;Anopheles squamosus&lt;/i&gt;&lt;/li&gt;&lt;li&gt;&lt;i&gt;Anopheles ziemanni&lt;/i&gt;&lt;/li&gt;&lt;/ul&gt;&lt;h2 dir="ltr"&gt;PDFs&lt;/h2&gt;&lt;h3 dir="ltr"&gt;species_atlas.pdf&lt;/h3&gt;&lt;p dir="ltr"&gt;Pdf images of the above rasters for each species over the entire continent of Africa.&lt;/p&gt;&lt;h3 dir="ltr"&gt;country_atlas.pdf&lt;/h3&gt;&lt;p dir="ltr"&gt;As above, with cropped and masked images for each country, hyperlinked from table of contents.&lt;/p&gt;</dc:description>
          <dc:date>2026-10-01T11:33:52Z</dc:date>
          <dc:type>Dataset</dc:type>
          <dc:type>Dataset</dc:type>
          <dc:identifier>10.26188/34044441.v1</dc:identifier>
          <dc:relation>https://figshare.com/articles/dataset/Vector_Atlas_Species_Abundance_and_Distribution_Maps/34044441</dc:relation>
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