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<oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:contributor>Tim Brown</dc:contributor>
  <dc:contributor>Kevin R. Hultine</dc:contributor>
  <dc:contributor>Charles van Riper III</dc:contributor>
  <dc:contributor>Daniel W. Bean</dc:contributor>
  <dc:contributor>Philip E. Dennison</dc:contributor>
  <dc:contributor>R. Scott Murray</dc:contributor>
  <dc:contributor>Edward P. Glenn</dc:contributor>
  <dc:creator>Pamela L. Nagler</dc:creator>
  <dc:date>2012</dc:date>
  <dc:description>&lt;i&gt;Tamarix&lt;/i&gt; leaf beetles (&lt;i&gt;Diorhabda carinulata&lt;/i&gt;) have been widely released on western U.S. rivers to control introduced shrubs in the genus &lt;i&gt;Tamarix&lt;/i&gt;. Part of the motivation to control &lt;i&gt;Tamarix&lt;/i&gt; is to salvage water for human use. Information is needed on the impact of beetles on &lt;i&gt;Tamarix&lt;/i&gt; seasonal leaf production and subsequent water use overwide areas andmultiple cycles of annual defoliation.Herewe combine ground data with high resolution phenocam imagery and moderate resolution (Landsat) and coarser resolution (MODIS) satellite imagery to test the effects of beetles on &lt;i&gt;Tamarix&lt;/i&gt; evapotranspiration (ET) and leaf phenology at sites on six western rivers. Satellite imagery covered the period 2000 to 2010 which encompassed years before and after beetle release at each study site. Phenocam images showed that beetles reduced green leaf cover of individual canopies by about 30% during a 6-8 week period in summer, but plants produced new leaves after beetles became dormant in August, and over three years no net reduction in peak summer leaf production was noted. ETwas estimated by vegetation index methods, and both Landsat and MODIS analyses showed that beetles reduced ET markedly in the first year of defoliation, but ET recovered in subsequent years. Over all six sites, ET decreased by 14% to 15% by Landsat and MODIS estimates, respectively. However, resultswere variable among sites, ranging fromno apparent effect on ET to substantial reduction in ET. Baseline ET rates before defoliation were low, 394 mmyr&lt;sup&gt;-1&lt;/sup&gt; by Landsat and 314 mm yr&lt;sup&gt;-1&lt;/sup&gt; by MODIS estimates (20-25% of potential ET), further constraining the amount of water that could be salvaged. Beetle-&lt;i&gt;Tamarix&lt;/i&gt; interactions are in their early stage of development on this continent and it is too soon to predict the eventual extent towhich &lt;i&gt;Tamarix&lt;/i&gt; populationswill be reduced. The utility of remote sensing methods for monitoring defoliation was constrained by the small area covered by each phenocamimage, the low temporal resolution of Landsat, and the lowspatial resolution ofMODIS imagery. Even combined image sets did not adequately reveal the details of the defoliation process, and remote sensing data should be combined with ground observations to develop operational monitoring protocols.</dc:description>
  <dc:format>application/pdf</dc:format>
  <dc:identifier>10.1016/j.rse.2011.11.011</dc:identifier>
  <dc:language>en</dc:language>
  <dc:publisher>Elsevier</dc:publisher>
  <dc:title>Regional scale impacts of &lt;i&gt;Tamarix&lt;/i&gt; leaf beetles (&lt;i&gt;Diorhabda carinulata&lt;/i&gt;) on the water availability of western U.S. rivers as determined by multi-scale remote sensing methods</dc:title>
  <dc:type>article</dc:type>
</oai_dc:dc>