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    <title>topic Kernel density questions in ArcGIS Spatial Analyst Questions</title>
    <link>https://community.esri.com/t5/arcgis-spatial-analyst-questions/kernel-density-questions/m-p/633339#M9191</link>
    <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;SPAN&gt;I'm trying to do some kernel density estimates for a population of animals.&amp;nbsp; The ecological literature is rife with examples of people doing this using the Animal Movement extension, but this is no longer available with modern versions of ArcInfo.&amp;nbsp; &lt;/SPAN&gt;&lt;BR /&gt;&lt;BR /&gt;&lt;SPAN&gt;I have been running into a couple of problems.&amp;nbsp; First, I need to figure out how to control the bandwidth.&amp;nbsp; I need to use the Least Squares cross-validation (LSCV) method, but moreover I need to be sure how to specify bandwidth to begin with.&amp;nbsp; Based on the the spatial analyst documentation I am assuming that search radius is synonamous with bandwidth here (since it directly affects smoothing of the resulting kernels)?&amp;nbsp; Anyone have any experience implementing LSCV?&lt;/SPAN&gt;&lt;BR /&gt;&lt;BR /&gt;&lt;SPAN&gt;The extent of the region showing the density estimate contours also cuts off right at the edges of data I'm working with.&amp;nbsp; Any idead on how to get it to display/calculate the whole kernel?&lt;/SPAN&gt;&lt;BR /&gt;&lt;BR /&gt;&lt;SPAN&gt;Finally, I need to calculate area based on the 95% density estimate I create here but the raster created seems to have a continuous distribution contained in it and the display varries based on what catagories I request.&amp;nbsp; Again ... help!&lt;/SPAN&gt;&lt;BR /&gt;&lt;BR /&gt;&lt;SPAN&gt;I'm open to all suggestions.&lt;/SPAN&gt;&lt;BR /&gt;&lt;BR /&gt;&lt;BR /&gt;&lt;SPAN&gt;Matt&lt;/SPAN&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
    <pubDate>Mon, 30 Aug 2010 20:18:11 GMT</pubDate>
    <dc:creator>MatthewWalters</dc:creator>
    <dc:date>2010-08-30T20:18:11Z</dc:date>
    <item>
      <title>Kernel density questions</title>
      <link>https://community.esri.com/t5/arcgis-spatial-analyst-questions/kernel-density-questions/m-p/633339#M9191</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;SPAN&gt;I'm trying to do some kernel density estimates for a population of animals.&amp;nbsp; The ecological literature is rife with examples of people doing this using the Animal Movement extension, but this is no longer available with modern versions of ArcInfo.&amp;nbsp; &lt;/SPAN&gt;&lt;BR /&gt;&lt;BR /&gt;&lt;SPAN&gt;I have been running into a couple of problems.&amp;nbsp; First, I need to figure out how to control the bandwidth.&amp;nbsp; I need to use the Least Squares cross-validation (LSCV) method, but moreover I need to be sure how to specify bandwidth to begin with.&amp;nbsp; Based on the the spatial analyst documentation I am assuming that search radius is synonamous with bandwidth here (since it directly affects smoothing of the resulting kernels)?&amp;nbsp; Anyone have any experience implementing LSCV?&lt;/SPAN&gt;&lt;BR /&gt;&lt;BR /&gt;&lt;SPAN&gt;The extent of the region showing the density estimate contours also cuts off right at the edges of data I'm working with.&amp;nbsp; Any idead on how to get it to display/calculate the whole kernel?&lt;/SPAN&gt;&lt;BR /&gt;&lt;BR /&gt;&lt;SPAN&gt;Finally, I need to calculate area based on the 95% density estimate I create here but the raster created seems to have a continuous distribution contained in it and the display varries based on what catagories I request.&amp;nbsp; Again ... help!&lt;/SPAN&gt;&lt;BR /&gt;&lt;BR /&gt;&lt;SPAN&gt;I'm open to all suggestions.&lt;/SPAN&gt;&lt;BR /&gt;&lt;BR /&gt;&lt;BR /&gt;&lt;SPAN&gt;Matt&lt;/SPAN&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Mon, 30 Aug 2010 20:18:11 GMT</pubDate>
      <guid>https://community.esri.com/t5/arcgis-spatial-analyst-questions/kernel-density-questions/m-p/633339#M9191</guid>
      <dc:creator>MatthewWalters</dc:creator>
      <dc:date>2010-08-30T20:18:11Z</dc:date>
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    <item>
      <title>Re: Kernel density questions</title>
      <link>https://community.esri.com/t5/arcgis-spatial-analyst-questions/kernel-density-questions/m-p/633340#M9192</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;SPAN&gt;This doesn't provide a straight forward answer to your questions but I found this application from previous forum discussions: &lt;/SPAN&gt;&lt;A href="http://filebox.vt.edu/users/plaver/abode/home.html"&gt;http://filebox.vt.edu/users/plaver/abode/home.html&lt;/A&gt;&lt;BR /&gt;&lt;BR /&gt;&lt;SPAN&gt;The user manual seems to go into some detail.&lt;/SPAN&gt;&lt;BR /&gt;&lt;BR /&gt;&lt;SPAN&gt;Check it out. I haven't used it yet myself. Let me know what you think.&lt;/SPAN&gt;&lt;BR /&gt;&lt;SPAN&gt;Colin&lt;/SPAN&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Mon, 28 Mar 2011 20:31:11 GMT</pubDate>
      <guid>https://community.esri.com/t5/arcgis-spatial-analyst-questions/kernel-density-questions/m-p/633340#M9192</guid>
      <dc:creator>ColinMurray</dc:creator>
      <dc:date>2011-03-28T20:31:11Z</dc:date>
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