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    <title>topic Re: Calculate Timber Volume using LiDAR in Data Management Questions</title>
    <link>https://community.esri.com/t5/data-management-questions/calculate-timber-volume-using-lidar/m-p/98089#M5698</link>
    <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;SPAN&gt;A few links to other information that was helpful:&lt;/SPAN&gt;&lt;BR /&gt;&lt;BR /&gt;&lt;A href="http://cears.fw.vt.edu/silviscan/presentations/Author66.pdf"&gt;http://cears.fw.vt.edu/silviscan/presentations/Author66.pdf&lt;/A&gt;&lt;BR /&gt;&lt;BR /&gt;&lt;A href="http://park.itc.u-tokyo.ac.jp/joho/Omasa/479.pdf"&gt;http://park.itc.u-tokyo.ac.jp/joho/Omasa/479.pdf&lt;/A&gt;&lt;BR /&gt;&lt;BR /&gt;&lt;A href="http://www.hindawi.com/journals/ijfr/2009/864108/"&gt;http://www.hindawi.com/journals/ijfr/2009/864108/&lt;/A&gt;&lt;BR /&gt;&lt;BR /&gt;&lt;A href="http://www.nrs.fs.fed.us/pubs/gtr/gtr_wo079/gtr_wo079_317.pdf"&gt;http://www.nrs.fs.fed.us/pubs/gtr/gtr_wo079/gtr_wo079_317.pdf&lt;/A&gt;&lt;BR /&gt;&lt;BR /&gt;&lt;A href="http://www.obt.inpe.br/BV/Remote%20Sensing%20of%20the%20Environment/Volume%2056%20Issue1%20April%201996/Estimatio%20of.pdf"&gt;http://www.obt.inpe.br/BV/Remote%20Sensing%20of%20the%20Environment/Volume%2056%20Issue1%20April%201996/Estimatio%20of.pdf&lt;/A&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
    <pubDate>Fri, 12 Apr 2013 14:36:17 GMT</pubDate>
    <dc:creator>KevinMyles</dc:creator>
    <dc:date>2013-04-12T14:36:17Z</dc:date>
    <item>
      <title>Calculate Timber Volume using LiDAR</title>
      <link>https://community.esri.com/t5/data-management-questions/calculate-timber-volume-using-lidar/m-p/98085#M5694</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;SPAN&gt;Hello,&lt;/SPAN&gt;&lt;BR /&gt;&lt;BR /&gt;&lt;SPAN&gt;Is there a relatively easy way to calculate timber volumes with LiDAR imagery?&lt;/SPAN&gt;&lt;BR /&gt;&lt;BR /&gt;&lt;SPAN&gt;So far I have determined the tree heights using the Bare Earth and All Returns tool in ENVI. I also have the math to average tree diameters (DBH). For this project I am just assuming that all trees are white spruce with heights from about 10-20 meters. So I haven't classified by type or anything. I know I could just find the area of the tree stands and run the calculations but that won't account for canopy volume or give me a count of the trees.&lt;/SPAN&gt;&lt;BR /&gt;&lt;BR /&gt;&lt;SPAN&gt;Any other ideas? Thanks!&lt;/SPAN&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Tue, 09 Apr 2013 16:17:29 GMT</pubDate>
      <guid>https://community.esri.com/t5/data-management-questions/calculate-timber-volume-using-lidar/m-p/98085#M5694</guid>
      <dc:creator>KevinMyles</dc:creator>
      <dc:date>2013-04-09T16:17:29Z</dc:date>
    </item>
    <item>
      <title>Re: Calculate Timber Volume using LiDAR</title>
      <link>https://community.esri.com/t5/data-management-questions/calculate-timber-volume-using-lidar/m-p/98086#M5695</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;SPAN&gt;This is just a quick student project showing the different uses of LiDAR.&lt;/SPAN&gt;&lt;BR /&gt;&lt;BR /&gt;&lt;SPAN&gt;I have the LiDAR imagery already. I am thinking of masking everything but the trees, then using classification to vector. Once in ArcMAP I would calculate the area and then run the tree height vs. diameter with it. I am making big assumptions and just assuming it is all one type. &lt;/SPAN&gt;&lt;BR /&gt;&lt;BR /&gt;&lt;SPAN&gt;Am I relatively on track?&lt;/SPAN&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Tue, 09 Apr 2013 16:46:12 GMT</pubDate>
      <guid>https://community.esri.com/t5/data-management-questions/calculate-timber-volume-using-lidar/m-p/98086#M5695</guid>
      <dc:creator>KevinMyles</dc:creator>
      <dc:date>2013-04-09T16:46:12Z</dc:date>
    </item>
    <item>
      <title>Re: Calculate Timber Volume using LiDAR</title>
      <link>https://community.esri.com/t5/data-management-questions/calculate-timber-volume-using-lidar/m-p/98087#M5696</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;SPAN&gt;Hi,&lt;/SPAN&gt;&lt;BR /&gt;&lt;SPAN&gt;Have you seen this ESRI white paper?&amp;nbsp; It's a suggested read for your project.&lt;/SPAN&gt;&lt;BR /&gt;&lt;BR /&gt;&lt;SPAN&gt;&lt;SPAN&gt;[URL="&lt;/SPAN&gt;&lt;A class="jive-link-external-small" href="http://www.esri.com/library/whitepapers/pdfs/lidar-analysis-forestry-10.pdf" rel="nofollow" target="_blank"&gt;http://www.esri.com/library/whitepapers/pdfs/lidar-analysis-forestry-10.pdf&lt;/A&gt;&lt;SPAN&gt;"]&lt;/SPAN&gt;&lt;/SPAN&gt;&lt;BR /&gt;&lt;BR /&gt;&lt;SPAN&gt;Hope this helps.&amp;nbsp; It's a great paper!!!&lt;/SPAN&gt;&lt;BR /&gt;&lt;BR /&gt;&lt;SPAN&gt;Wes&lt;/SPAN&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Tue, 09 Apr 2013 17:29:47 GMT</pubDate>
      <guid>https://community.esri.com/t5/data-management-questions/calculate-timber-volume-using-lidar/m-p/98087#M5696</guid>
      <dc:creator>WesKing</dc:creator>
      <dc:date>2013-04-09T17:29:47Z</dc:date>
    </item>
    <item>
      <title>Re: Calculate Timber Volume using LiDAR</title>
      <link>https://community.esri.com/t5/data-management-questions/calculate-timber-volume-using-lidar/m-p/98088#M5697</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;SPAN&gt;Thanks Wes, definitely useful for vegetation density.&lt;/SPAN&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Tue, 09 Apr 2013 17:51:55 GMT</pubDate>
      <guid>https://community.esri.com/t5/data-management-questions/calculate-timber-volume-using-lidar/m-p/98088#M5697</guid>
      <dc:creator>KevinMyles</dc:creator>
      <dc:date>2013-04-09T17:51:55Z</dc:date>
    </item>
    <item>
      <title>Re: Calculate Timber Volume using LiDAR</title>
      <link>https://community.esri.com/t5/data-management-questions/calculate-timber-volume-using-lidar/m-p/98089#M5698</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;SPAN&gt;A few links to other information that was helpful:&lt;/SPAN&gt;&lt;BR /&gt;&lt;BR /&gt;&lt;A href="http://cears.fw.vt.edu/silviscan/presentations/Author66.pdf"&gt;http://cears.fw.vt.edu/silviscan/presentations/Author66.pdf&lt;/A&gt;&lt;BR /&gt;&lt;BR /&gt;&lt;A href="http://park.itc.u-tokyo.ac.jp/joho/Omasa/479.pdf"&gt;http://park.itc.u-tokyo.ac.jp/joho/Omasa/479.pdf&lt;/A&gt;&lt;BR /&gt;&lt;BR /&gt;&lt;A href="http://www.hindawi.com/journals/ijfr/2009/864108/"&gt;http://www.hindawi.com/journals/ijfr/2009/864108/&lt;/A&gt;&lt;BR /&gt;&lt;BR /&gt;&lt;A href="http://www.nrs.fs.fed.us/pubs/gtr/gtr_wo079/gtr_wo079_317.pdf"&gt;http://www.nrs.fs.fed.us/pubs/gtr/gtr_wo079/gtr_wo079_317.pdf&lt;/A&gt;&lt;BR /&gt;&lt;BR /&gt;&lt;A href="http://www.obt.inpe.br/BV/Remote%20Sensing%20of%20the%20Environment/Volume%2056%20Issue1%20April%201996/Estimatio%20of.pdf"&gt;http://www.obt.inpe.br/BV/Remote%20Sensing%20of%20the%20Environment/Volume%2056%20Issue1%20April%201996/Estimatio%20of.pdf&lt;/A&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Fri, 12 Apr 2013 14:36:17 GMT</pubDate>
      <guid>https://community.esri.com/t5/data-management-questions/calculate-timber-volume-using-lidar/m-p/98089#M5698</guid>
      <dc:creator>KevinMyles</dc:creator>
      <dc:date>2013-04-12T14:36:17Z</dc:date>
    </item>
    <item>
      <title>Re: Calculate Timber Volume using LiDAR</title>
      <link>https://community.esri.com/t5/data-management-questions/calculate-timber-volume-using-lidar/m-p/98090#M5699</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;SPAN&gt;Take a look at these two papers for general background and a review. This is really not a question that can simply be answered on a forum. You need to perform a literature review to make some critical decision on what method is appropriate in relation to your specific question.&amp;nbsp;&amp;nbsp; &lt;/SPAN&gt;&lt;BR /&gt;&lt;BR /&gt;&lt;A href="http://www.mdpi.com/2072-4292/1/4/776"&gt;http://www.mdpi.com/2072-4292/1/4/776&lt;/A&gt;&lt;BR /&gt;&lt;BR /&gt;&lt;A href="http://www.mdpi.com/2072-4292/1/4/934"&gt;http://www.mdpi.com/2072-4292/1/4/934&lt;/A&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Fri, 12 Apr 2013 23:42:16 GMT</pubDate>
      <guid>https://community.esri.com/t5/data-management-questions/calculate-timber-volume-using-lidar/m-p/98090#M5699</guid>
      <dc:creator>JeffreyEvans</dc:creator>
      <dc:date>2013-04-12T23:42:16Z</dc:date>
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