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    <title>idea Quantifying spatial association between points and classes of GIS layers in ArcGIS Pro Ideas</title>
    <link>https://community.esri.com/t5/arcgis-pro-ideas/quantifying-spatial-association-between-points-and/idi-p/1595858</link>
    <description>&lt;P&gt;ArcGIS Pro still does not have any tool to calculate spatial association of points and classes of ordinal or categorical rasters. Such statistics existed at least since 3 decades ago.&lt;/P&gt;&lt;P&gt;An example is application of Weights of Evidence and Contrast introduced by&amp;nbsp;&lt;SPAN&gt; Fritz&lt;/SPAN&gt; &lt;SPAN&gt;Agterberg and Graeme Bonham-Carter.&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;A href="https://www.esri.com/news/arcuser/0400/files/wofewpm.pdf" target="_blank"&gt;https://www.esri.com/news/arcuser/0400/files/wofewpm.pdf&lt;/A&gt;&lt;/P&gt;</description>
    <pubDate>Sat, 15 Mar 2025 22:31:22 GMT</pubDate>
    <dc:creator>Bahram</dc:creator>
    <dc:date>2025-03-15T22:31:22Z</dc:date>
    <item>
      <title>Quantifying spatial association between points and classes of GIS layers</title>
      <link>https://community.esri.com/t5/arcgis-pro-ideas/quantifying-spatial-association-between-points-and/idi-p/1595858</link>
      <description>&lt;P&gt;ArcGIS Pro still does not have any tool to calculate spatial association of points and classes of ordinal or categorical rasters. Such statistics existed at least since 3 decades ago.&lt;/P&gt;&lt;P&gt;An example is application of Weights of Evidence and Contrast introduced by&amp;nbsp;&lt;SPAN&gt; Fritz&lt;/SPAN&gt; &lt;SPAN&gt;Agterberg and Graeme Bonham-Carter.&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;A href="https://www.esri.com/news/arcuser/0400/files/wofewpm.pdf" target="_blank"&gt;https://www.esri.com/news/arcuser/0400/files/wofewpm.pdf&lt;/A&gt;&lt;/P&gt;</description>
      <pubDate>Sat, 15 Mar 2025 22:31:22 GMT</pubDate>
      <guid>https://community.esri.com/t5/arcgis-pro-ideas/quantifying-spatial-association-between-points-and/idi-p/1595858</guid>
      <dc:creator>Bahram</dc:creator>
      <dc:date>2025-03-15T22:31:22Z</dc:date>
    </item>
    <item>
      <title>Re: Quantifying spatial association between points and classes of GIS layers</title>
      <link>https://community.esri.com/t5/arcgis-pro-ideas/quantifying-spatial-association-between-points-and/idc-p/1595860#M34149</link>
      <description>&lt;P&gt;&lt;A href="https://pro.arcgis.com/en/pro-app/latest/tool-reference/spatial-statistics/an-overview-of-the-spatial-statistics-toolbox.htm" target="_blank"&gt;An overview of the Spatial Statistics toolbox—ArcGIS Pro | Documentation&lt;/A&gt;&lt;/P&gt;&lt;P&gt;would be a good extension to examine, otherwise the tools exist to put together many spatial statistical analyses.&amp;nbsp; They may not be in a "one button press here" but the Analysis toolset as well as the Spatial Analyst extension have been used for years for many of these workflows.&lt;/P&gt;&lt;P&gt;&amp;nbsp;&lt;/P&gt;</description>
      <pubDate>Sun, 16 Mar 2025 00:08:25 GMT</pubDate>
      <guid>https://community.esri.com/t5/arcgis-pro-ideas/quantifying-spatial-association-between-points-and/idc-p/1595860#M34149</guid>
      <dc:creator>DanPatterson</dc:creator>
      <dc:date>2025-03-16T00:08:25Z</dc:date>
    </item>
    <item>
      <title>Re: Quantifying spatial association between points and classes of GIS layers</title>
      <link>https://community.esri.com/t5/arcgis-pro-ideas/quantifying-spatial-association-between-points-and/idc-p/1595886#M34150</link>
      <description>&lt;P&gt;Thanks Dan. I have been using Spatial Statistics tools.&lt;/P&gt;&lt;P&gt;Currently there is no tool to calculate any statistics for spatial association of points and classes of interval or categorical rasters in Spatial Statistics toolbox.&lt;/P&gt;</description>
      <pubDate>Sun, 16 Mar 2025 19:15:43 GMT</pubDate>
      <guid>https://community.esri.com/t5/arcgis-pro-ideas/quantifying-spatial-association-between-points-and/idc-p/1595886#M34150</guid>
      <dc:creator>Bahram</dc:creator>
      <dc:date>2025-03-16T19:15:43Z</dc:date>
    </item>
    <item>
      <title>Re: Quantifying spatial association between points and classes of GIS layers</title>
      <link>https://community.esri.com/t5/arcgis-pro-ideas/quantifying-spatial-association-between-points-and/idc-p/1595912#M34151</link>
      <description>&lt;P&gt;Directly no, as I indicated, but from the papers you read what processes were they using there?&lt;/P&gt;&lt;P&gt;mathematical equations can be readily implemented if the data are in raster format.&lt;/P&gt;&lt;P&gt;Perhaps citing some specific examples, rather than referring to papers, for us to look up would help.&lt;/P&gt;&lt;P&gt;Also, points and rasters.... sometimes getting a common data format will open up possibilities or simplify processes, for example&lt;/P&gt;&lt;P&gt;&lt;A href="https://pro.arcgis.com/en/pro-app/latest/tool-reference/spatial-analyst/zonal-statistics.htm" target="_blank"&gt;Zonal Statistics (Spatial Analyst)—ArcGIS Pro | Documentation&lt;/A&gt;&lt;/P&gt;&lt;P&gt;may be a preliminary step&amp;nbsp;&lt;/P&gt;&lt;P&gt;Or maybe the points could be converted to clusters/zone.&lt;/P&gt;&lt;P&gt;And producing unique map combinations of areas in rasters is just a "Combine" in the Spatial Analyst extension, and condition checking is via "Con" plus other options.&lt;/P&gt;&lt;P&gt;Then of course, there is always coding&lt;/P&gt;</description>
      <pubDate>Sun, 16 Mar 2025 22:11:15 GMT</pubDate>
      <guid>https://community.esri.com/t5/arcgis-pro-ideas/quantifying-spatial-association-between-points-and/idc-p/1595912#M34151</guid>
      <dc:creator>DanPatterson</dc:creator>
      <dc:date>2025-03-16T22:11:15Z</dc:date>
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