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    <title>topic Topgraphic Wetness Index using updated LiDAR  in 3D Questions</title>
    <link>https://community.esri.com/t5/3d-questions/topgraphic-wetness-index-using-updated-lidar/m-p/207877#M1301</link>
    <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;My ultimate goal is to do a step by step exact replication of a topographic wetness index workflow we've developed, but using a more recent LiDAR dataset (point cloud).&amp;nbsp; I'm using ArcMap 10.4, windows 7 Pro and only have access to Spatial and 3D Analyst extensions.&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;I have a couple questions about my approach:&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;1) The base dataset was downloaded in bulk from NOAA in .laz format.&amp;nbsp; I used lastools' "laszip.exe" to convert laz files to las files.&amp;nbsp; These .las files don't show up in ArcMap when browsing in Catalog or when using Add Data option.&amp;nbsp; From my research online, it seems ArcMap can't inherently load laz format, but why can't I see the las&amp;nbsp;files?&lt;/P&gt;&lt;P&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;Note:&lt;/P&gt;&lt;P&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;- I'm able to load las files into LiDAR tool (LAS to Multipoint) without tool giving me an error.&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;2)&amp;nbsp;Our workflow first generates DEM by converting the las points to a multipoint shapefile and then using IDW.&amp;nbsp; Yet, I've encountered numerous errors (i.e. Error 010067- Error in executing grid expression) when running LAS to Multipoint tool.&amp;nbsp; Or, after successfully generating the multipoint shapefile, the points in the shapefile don't have&amp;nbsp;associated elevation data which results in IDW error.&amp;nbsp;&amp;nbsp;The base LiDAR data comes in tiles and there are many tiles of LiDAR point data covering the area of interest for TWI analysis- in this case, an entire county.&amp;nbsp; There are over 9 billion points in total.&amp;nbsp; What's the best approach to break up&amp;nbsp;the dense LiDAR dataset and still exactly replicate our workflow (must minimize impact on DEM generation to be run in further steps)?&lt;/P&gt;&lt;P&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;Note:&lt;/P&gt;&lt;P&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;- In LAS to Multipoint, I'm only using classes associated with ground and water points.&lt;/P&gt;&lt;P&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;-&amp;nbsp; I've tried lasmerge to merge all lidar points into single&amp;nbsp;file but that tool has 4 billion point limit.&amp;nbsp; My research &amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;online suggests avoiding such a workflow anyways.&amp;nbsp;&amp;nbsp;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;My apologies if this seems like a&amp;nbsp;loaded question.&amp;nbsp; Trying my best to condense my explanation.&amp;nbsp; Thank you for your suggestions!&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;- Josh&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
    <pubDate>Mon, 15 Oct 2018 14:02:14 GMT</pubDate>
    <dc:creator>JoshuaBrengel</dc:creator>
    <dc:date>2018-10-15T14:02:14Z</dc:date>
    <item>
      <title>Topgraphic Wetness Index using updated LiDAR</title>
      <link>https://community.esri.com/t5/3d-questions/topgraphic-wetness-index-using-updated-lidar/m-p/207877#M1301</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;My ultimate goal is to do a step by step exact replication of a topographic wetness index workflow we've developed, but using a more recent LiDAR dataset (point cloud).&amp;nbsp; I'm using ArcMap 10.4, windows 7 Pro and only have access to Spatial and 3D Analyst extensions.&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;I have a couple questions about my approach:&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;1) The base dataset was downloaded in bulk from NOAA in .laz format.&amp;nbsp; I used lastools' "laszip.exe" to convert laz files to las files.&amp;nbsp; These .las files don't show up in ArcMap when browsing in Catalog or when using Add Data option.&amp;nbsp; From my research online, it seems ArcMap can't inherently load laz format, but why can't I see the las&amp;nbsp;files?&lt;/P&gt;&lt;P&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;Note:&lt;/P&gt;&lt;P&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;- I'm able to load las files into LiDAR tool (LAS to Multipoint) without tool giving me an error.&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;2)&amp;nbsp;Our workflow first generates DEM by converting the las points to a multipoint shapefile and then using IDW.&amp;nbsp; Yet, I've encountered numerous errors (i.e. Error 010067- Error in executing grid expression) when running LAS to Multipoint tool.&amp;nbsp; Or, after successfully generating the multipoint shapefile, the points in the shapefile don't have&amp;nbsp;associated elevation data which results in IDW error.&amp;nbsp;&amp;nbsp;The base LiDAR data comes in tiles and there are many tiles of LiDAR point data covering the area of interest for TWI analysis- in this case, an entire county.&amp;nbsp; There are over 9 billion points in total.&amp;nbsp; What's the best approach to break up&amp;nbsp;the dense LiDAR dataset and still exactly replicate our workflow (must minimize impact on DEM generation to be run in further steps)?&lt;/P&gt;&lt;P&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;Note:&lt;/P&gt;&lt;P&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;- In LAS to Multipoint, I'm only using classes associated with ground and water points.&lt;/P&gt;&lt;P&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;-&amp;nbsp; I've tried lasmerge to merge all lidar points into single&amp;nbsp;file but that tool has 4 billion point limit.&amp;nbsp; My research &amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;online suggests avoiding such a workflow anyways.&amp;nbsp;&amp;nbsp;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;My apologies if this seems like a&amp;nbsp;loaded question.&amp;nbsp; Trying my best to condense my explanation.&amp;nbsp; Thank you for your suggestions!&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;- Josh&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Mon, 15 Oct 2018 14:02:14 GMT</pubDate>
      <guid>https://community.esri.com/t5/3d-questions/topgraphic-wetness-index-using-updated-lidar/m-p/207877#M1301</guid>
      <dc:creator>JoshuaBrengel</dc:creator>
      <dc:date>2018-10-15T14:02:14Z</dc:date>
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