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    <title>topic Re: GP Tools for LAS edit and outlines detection in Data Management Questions</title>
    <link>https://community.esri.com/t5/data-management-questions/gp-tools-for-las-edit-and-outlines-detection/m-p/483020#M27477</link>
    <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;In the online help for 10.5 look here for the analysis descriptions:&lt;/P&gt;&lt;P&gt;&lt;A class="link-titled" href="http://desktop.arcgis.com/en/arcmap/latest/manage-data/las-dataset/geoprocessing-and-las-datasets.htm" title="http://desktop.arcgis.com/en/arcmap/latest/manage-data/las-dataset/geoprocessing-and-las-datasets.htm"&gt;Geoprocessing and LAS datasets—Help | ArcGIS Desktop&lt;/A&gt;&amp;nbsp;&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
    <pubDate>Thu, 15 Jun 2017 20:16:57 GMT</pubDate>
    <dc:creator>GünterDörffel</dc:creator>
    <dc:date>2017-06-15T20:16:57Z</dc:date>
    <item>
      <title>GP Tools for LAS edit and outlines detection</title>
      <link>https://community.esri.com/t5/data-management-questions/gp-tools-for-las-edit-and-outlines-detection/m-p/483017#M27474</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P style="margin: 0in 0in 8pt;"&gt;&lt;SPAN style="color: #000000; font-family: Calibri; font-size: medium;"&gt;Hey, guys&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="margin: 0in 0in 8pt;"&gt;&lt;SPAN style="color: #000000; font-family: Calibri; font-size: medium;"&gt;Many of our LAS data (which were not processed/ classified by the data vendors) urgently need edit and clean up, in particular, detection and removal of massive ‘outlines’.&amp;nbsp;&amp;nbsp;A&lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Calibri; font-size: medium;"&gt;fter well done in this way, we expect that the results of LAS data&amp;nbsp;can well represent DSM (digital surface model). Of course, those DSM&amp;nbsp;will be used to do further processing and analysis.&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="margin: 0in 0in 8pt;"&gt;&lt;SPAN style="color: #000000; font-family: Calibri; font-size: medium;"&gt;The question is:&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="margin: 0in 0in 8pt;"&gt;&lt;SPAN style="color: #000000; font-family: Calibri; font-size: medium;"&gt;In ArcGIS, any effective GP tools can be used to assist us to meet this goal?&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="margin: 0in 0in 8pt;"&gt;&lt;SPAN style="color: #000000; font-family: Calibri; font-size: medium;"&gt;Ideally, a GP tool that utilizes RANSAC algorithm (&lt;A href="https://en.wikipedia.org/wiki/Random_sample_consensus"&gt;random sample consensus&lt;/A&gt;) is available. If not, any alternatives?&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="margin: 0in 0in 8pt;"&gt;&lt;SPAN style="color: #000000; font-family: Calibri; font-size: medium;"&gt;Please&amp;nbsp;advice&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="margin: 0in 0in 8pt;"&gt;&lt;/P&gt;&lt;P style="margin: 0in 0in 8pt;"&gt;&lt;SPAN style="color: #000000; font-family: Calibri; font-size: medium;"&gt;&lt;IMG __jive_id="357126" alt="DSM vs DTM" class="image-1 jive-image j-img-original" src="https://community.esri.com/legacyfs/online/357126_DSM-DTM.jpg" style="width: 620px; height: 386px;" /&gt;&lt;/SPAN&gt;&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Thu, 15 Jun 2017 06:09:58 GMT</pubDate>
      <guid>https://community.esri.com/t5/data-management-questions/gp-tools-for-las-edit-and-outlines-detection/m-p/483017#M27474</guid>
      <dc:creator>larryzhang</dc:creator>
      <dc:date>2017-06-15T06:09:58Z</dc:date>
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    <item>
      <title>Re: GP Tools for LAS edit and outlines detection</title>
      <link>https://community.esri.com/t5/data-management-questions/gp-tools-for-las-edit-and-outlines-detection/m-p/483018#M27475</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;In general, the UI and GP tools in ArcGIS are meant to be used with classified airborn Lidar data. Especially the simple editing features are basically meant to change the classification or select/delete points.&lt;/P&gt;&lt;P&gt;The ArcGIS documentation has examples for several workflows: Transfer building height, find outliers (QA/QC), ... one of the latest improvements is a method to derive ground points ... I have not used it ...&amp;nbsp;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;If you want to do mass classification and analysis of unclassified LAS you still most likely have to use specific LIDAR solutions.&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Thu, 15 Jun 2017 16:03:20 GMT</pubDate>
      <guid>https://community.esri.com/t5/data-management-questions/gp-tools-for-las-edit-and-outlines-detection/m-p/483018#M27475</guid>
      <dc:creator>GünterDörffel</dc:creator>
      <dc:date>2017-06-15T16:03:20Z</dc:date>
    </item>
    <item>
      <title>Re: GP Tools for LAS edit and outlines detection</title>
      <link>https://community.esri.com/t5/data-management-questions/gp-tools-for-las-edit-and-outlines-detection/m-p/483019#M27476</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;Thanks Gunter,&lt;/P&gt;&lt;P&gt;Please help provide ArcGIS&amp;nbsp;Documentation link that shows a&amp;nbsp;way to find out outlines in LAS (QA/QC).&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;To get a well-processed DSM data (rather than DEM/DTM&amp;nbsp;or normalized&amp;nbsp;DSM) from those old &amp;amp; poor LAS point cloud is our major goal.&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;Regards&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Thu, 15 Jun 2017 18:50:30 GMT</pubDate>
      <guid>https://community.esri.com/t5/data-management-questions/gp-tools-for-las-edit-and-outlines-detection/m-p/483019#M27476</guid>
      <dc:creator>larryzhang</dc:creator>
      <dc:date>2017-06-15T18:50:30Z</dc:date>
    </item>
    <item>
      <title>Re: GP Tools for LAS edit and outlines detection</title>
      <link>https://community.esri.com/t5/data-management-questions/gp-tools-for-las-edit-and-outlines-detection/m-p/483020#M27477</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;In the online help for 10.5 look here for the analysis descriptions:&lt;/P&gt;&lt;P&gt;&lt;A class="link-titled" href="http://desktop.arcgis.com/en/arcmap/latest/manage-data/las-dataset/geoprocessing-and-las-datasets.htm" title="http://desktop.arcgis.com/en/arcmap/latest/manage-data/las-dataset/geoprocessing-and-las-datasets.htm"&gt;Geoprocessing and LAS datasets—Help | ArcGIS Desktop&lt;/A&gt;&amp;nbsp;&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Thu, 15 Jun 2017 20:16:57 GMT</pubDate>
      <guid>https://community.esri.com/t5/data-management-questions/gp-tools-for-las-edit-and-outlines-detection/m-p/483020#M27477</guid>
      <dc:creator>GünterDörffel</dc:creator>
      <dc:date>2017-06-15T20:16:57Z</dc:date>
    </item>
    <item>
      <title>Re: GP Tools for LAS edit and outlines detection</title>
      <link>https://community.esri.com/t5/data-management-questions/gp-tools-for-las-edit-and-outlines-detection/m-p/483021#M27478</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;Thanks for the link.&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;It looks that we need more time to explore all those GP utilities and workflows for efficiently pre-processing LAS datasets in ArcGIS, including &lt;A href="http://desktop.arcgis.com/en/arcmap/latest/tools/3d-analyst-toolbox/locate-outliers.htm"&gt;Locate Outliers&lt;/A&gt;&amp;nbsp;...&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;Until now, ArcGIS have&amp;nbsp;offered many effective GP tools and workflows to help enterprise customers&amp;nbsp;to deal with 'well-processed &amp;amp;&amp;nbsp;&lt;SPAN style="color: #000000; background-color: #ffffff;"&gt;well-organized'&amp;nbsp;&lt;/SPAN&gt;LAS point cloud, including 'manage, use, analyze LAS data, even extract DEM and building roofs from LAS data'. &amp;nbsp;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;Hopefully, ArcGIS users will see some efforts from ESRI&amp;nbsp;to help effectively pre-process LAS point cloud soon ...&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Sun, 18 Jun 2017 03:23:02 GMT</pubDate>
      <guid>https://community.esri.com/t5/data-management-questions/gp-tools-for-las-edit-and-outlines-detection/m-p/483021#M27478</guid>
      <dc:creator>larryzhang</dc:creator>
      <dc:date>2017-06-18T03:23:02Z</dc:date>
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