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    <title>topic Estimating orographic updraft velocity in Spatial Data Science Questions</title>
    <link>https://community.esri.com/t5/spatial-data-science-questions/estimating-orographic-updraft-velocity/m-p/515282#M1173</link>
    <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;I am not an mathematician, but I would like to calculate orographic updraft (that is horizontal wind pressed upward against exposed terrain). In their &lt;A href="https://www.movebank.org/node/1675"&gt;article "Estimating udraft velocity components over large spatial scales: contrasting migration strategies of golden eagles and turkey vultures" Bohrer et.al (2011) &lt;/A&gt;presented a very good approach that I want to operationalize in ArcGIS Modelbuilder.&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;The value of orographic updraft velocity (Wo) can be calculated from horizontal wind speed, wind direction, slope and angle as described below in Bohrer et.al 2011.&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;&lt;IMG alt="Capture.JPG" class="jive-image image-1" height="536" src="https://community.esri.com/legacyfs/online/1817_Capture.JPG" width="620" /&gt;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;From this I have calculated terrain aspect in modelbuilder as &lt;STRONG&gt;ATan((Z / X) / (Z / Y))&lt;/STRONG&gt; and terrain Slope as &lt;STRONG&gt;ATan(Power(Power((Z&lt;/STRONG&gt;&lt;BR /&gt;&lt;STRONG&gt;/ X), 2) + Power((Z / Y), 2), 0.5))&lt;/STRONG&gt;.&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;Finally the orographic updraft velocity was calculated as &lt;STRONG&gt;&lt;SPAN lang="EN-US" style="line-height: 115%; font-family: 'Calibri','sans-serif'; font-size: 11pt; mso-fareast-font-family: Calibri; mso-ansi-language: EN-US; mso-fareast-language: EN-US; mso-bidi-language: AR-SA; mso-ascii-theme-font: minor-latin; mso-fareast-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-font-family: 'Times New Roman'; mso-bidi-theme-font: minor-bidi;"&gt;Wind speed (m/s) * (Sin(Slope) * Cos(Wind direction - Aspect")) &lt;/SPAN&gt;&lt;/STRONG&gt;&lt;SPAN lang="EN-US" style="line-height: 115%; font-family: 'Calibri','sans-serif'; font-size: 11pt; mso-fareast-font-family: Calibri; mso-ansi-language: EN-US; mso-fareast-language: EN-US; mso-bidi-language: AR-SA; mso-ascii-theme-font: minor-latin; mso-fareast-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-font-family: 'Times New Roman'; mso-bidi-theme-font: minor-bidi;"&gt;as described in the article. However these calculations did not give me the expected &lt;STRONG&gt;Wo&lt;/STRONG&gt; output. Neither did the slope or aspects. I have also tried to use&amp;nbsp; the ESRI Slope and Aspect tools as inputs for Wo without success. &lt;SPAN lang="EN-US" style="line-height: 115%; font-family: 'Calibri','sans-serif'; font-size: 11pt; mso-fareast-font-family: Calibri; mso-ansi-language: EN-US; mso-fareast-language: EN-US; mso-bidi-language: AR-SA; mso-ascii-theme-font: minor-latin; mso-fareast-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-font-family: 'Times New Roman'; mso-bidi-theme-font: minor-bidi;"&gt;Remember that aspect and wind is oriented in opposite directions (e.g. eastward aspect heading to 90 degrees and eastern wind heading from&amp;nbsp; 90 degrees. &lt;/SPAN&gt;&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN lang="EN-US" style="line-height: 115%; font-family: 'Calibri','sans-serif'; font-size: 11pt; mso-fareast-font-family: Calibri; mso-ansi-language: EN-US; mso-fareast-language: EN-US; mso-bidi-language: AR-SA; mso-ascii-theme-font: minor-latin; mso-fareast-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-font-family: 'Times New Roman'; mso-bidi-theme-font: minor-bidi;"&gt;&lt;/SPAN&gt; &lt;/P&gt;&lt;P&gt;&lt;SPAN lang="EN-US" style="line-height: 115%; font-family: 'Calibri','sans-serif'; font-size: 11pt; mso-fareast-font-family: Calibri; mso-ansi-language: EN-US; mso-fareast-language: EN-US; mso-bidi-language: AR-SA; mso-ascii-theme-font: minor-latin; mso-fareast-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-font-family: 'Times New Roman'; mso-bidi-theme-font: minor-bidi;"&gt;I guess for a mathematician this is not so complicated. &lt;/SPAN&gt;&lt;SPAN lang="EN-US" style="line-height: 115%; font-family: 'Calibri','sans-serif'; font-size: 11pt; mso-fareast-font-family: Calibri; mso-ansi-language: EN-US; mso-fareast-language: EN-US; mso-bidi-language: AR-SA; mso-ascii-theme-font: minor-latin; mso-fareast-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-font-family: 'Times New Roman'; mso-bidi-theme-font: minor-bidi;"&gt;Could anyone please help me!&lt;/SPAN&gt; &lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt; Frank&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
    <pubDate>Thu, 10 Jul 2014 14:15:23 GMT</pubDate>
    <dc:creator>FrankHanssen</dc:creator>
    <dc:date>2014-07-10T14:15:23Z</dc:date>
    <item>
      <title>Estimating orographic updraft velocity</title>
      <link>https://community.esri.com/t5/spatial-data-science-questions/estimating-orographic-updraft-velocity/m-p/515282#M1173</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;I am not an mathematician, but I would like to calculate orographic updraft (that is horizontal wind pressed upward against exposed terrain). In their &lt;A href="https://www.movebank.org/node/1675"&gt;article "Estimating udraft velocity components over large spatial scales: contrasting migration strategies of golden eagles and turkey vultures" Bohrer et.al (2011) &lt;/A&gt;presented a very good approach that I want to operationalize in ArcGIS Modelbuilder.&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;The value of orographic updraft velocity (Wo) can be calculated from horizontal wind speed, wind direction, slope and angle as described below in Bohrer et.al 2011.&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;&lt;IMG alt="Capture.JPG" class="jive-image image-1" height="536" src="https://community.esri.com/legacyfs/online/1817_Capture.JPG" width="620" /&gt;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;From this I have calculated terrain aspect in modelbuilder as &lt;STRONG&gt;ATan((Z / X) / (Z / Y))&lt;/STRONG&gt; and terrain Slope as &lt;STRONG&gt;ATan(Power(Power((Z&lt;/STRONG&gt;&lt;BR /&gt;&lt;STRONG&gt;/ X), 2) + Power((Z / Y), 2), 0.5))&lt;/STRONG&gt;.&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;Finally the orographic updraft velocity was calculated as &lt;STRONG&gt;&lt;SPAN lang="EN-US" style="line-height: 115%; font-family: 'Calibri','sans-serif'; font-size: 11pt; mso-fareast-font-family: Calibri; mso-ansi-language: EN-US; mso-fareast-language: EN-US; mso-bidi-language: AR-SA; mso-ascii-theme-font: minor-latin; mso-fareast-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-font-family: 'Times New Roman'; mso-bidi-theme-font: minor-bidi;"&gt;Wind speed (m/s) * (Sin(Slope) * Cos(Wind direction - Aspect")) &lt;/SPAN&gt;&lt;/STRONG&gt;&lt;SPAN lang="EN-US" style="line-height: 115%; font-family: 'Calibri','sans-serif'; font-size: 11pt; mso-fareast-font-family: Calibri; mso-ansi-language: EN-US; mso-fareast-language: EN-US; mso-bidi-language: AR-SA; mso-ascii-theme-font: minor-latin; mso-fareast-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-font-family: 'Times New Roman'; mso-bidi-theme-font: minor-bidi;"&gt;as described in the article. However these calculations did not give me the expected &lt;STRONG&gt;Wo&lt;/STRONG&gt; output. Neither did the slope or aspects. I have also tried to use&amp;nbsp; the ESRI Slope and Aspect tools as inputs for Wo without success. &lt;SPAN lang="EN-US" style="line-height: 115%; font-family: 'Calibri','sans-serif'; font-size: 11pt; mso-fareast-font-family: Calibri; mso-ansi-language: EN-US; mso-fareast-language: EN-US; mso-bidi-language: AR-SA; mso-ascii-theme-font: minor-latin; mso-fareast-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-font-family: 'Times New Roman'; mso-bidi-theme-font: minor-bidi;"&gt;Remember that aspect and wind is oriented in opposite directions (e.g. eastward aspect heading to 90 degrees and eastern wind heading from&amp;nbsp; 90 degrees. &lt;/SPAN&gt;&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN lang="EN-US" style="line-height: 115%; font-family: 'Calibri','sans-serif'; font-size: 11pt; mso-fareast-font-family: Calibri; mso-ansi-language: EN-US; mso-fareast-language: EN-US; mso-bidi-language: AR-SA; mso-ascii-theme-font: minor-latin; mso-fareast-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-font-family: 'Times New Roman'; mso-bidi-theme-font: minor-bidi;"&gt;&lt;/SPAN&gt; &lt;/P&gt;&lt;P&gt;&lt;SPAN lang="EN-US" style="line-height: 115%; font-family: 'Calibri','sans-serif'; font-size: 11pt; mso-fareast-font-family: Calibri; mso-ansi-language: EN-US; mso-fareast-language: EN-US; mso-bidi-language: AR-SA; mso-ascii-theme-font: minor-latin; mso-fareast-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-font-family: 'Times New Roman'; mso-bidi-theme-font: minor-bidi;"&gt;I guess for a mathematician this is not so complicated. &lt;/SPAN&gt;&lt;SPAN lang="EN-US" style="line-height: 115%; font-family: 'Calibri','sans-serif'; font-size: 11pt; mso-fareast-font-family: Calibri; mso-ansi-language: EN-US; mso-fareast-language: EN-US; mso-bidi-language: AR-SA; mso-ascii-theme-font: minor-latin; mso-fareast-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-font-family: 'Times New Roman'; mso-bidi-theme-font: minor-bidi;"&gt;Could anyone please help me!&lt;/SPAN&gt; &lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt; Frank&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Thu, 10 Jul 2014 14:15:23 GMT</pubDate>
      <guid>https://community.esri.com/t5/spatial-data-science-questions/estimating-orographic-updraft-velocity/m-p/515282#M1173</guid>
      <dc:creator>FrankHanssen</dc:creator>
      <dc:date>2014-07-10T14:15:23Z</dc:date>
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