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    <title>topic  Mineral Classification and Identification in Agriculture Questions</title>
    <link>https://community.esri.com/t5/agriculture-questions/mineral-classification-and-identification/m-p/518617#M11</link>
    <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;Hi Every Body.&lt;/P&gt;&lt;P&gt;First I will introduce my Self , working As Deputy Director Geo-Data , (GIS , Exploration Wing) Mines and Mineral , Karachi, Pakistan.&lt;/P&gt;&lt;P&gt;As on the Subject Caption I need guideline on the below Queries if any body please.&lt;/P&gt;&lt;P&gt;Data&lt;/P&gt;&lt;P&gt;I have Data Set of identified Areas where different Mineral found in Polygon and Point Feature Class Like LimeStone ,Sand , Gravel , Lake Salt , Marble, Granite.&lt;/P&gt;&lt;P&gt;1. Using the Above Dataset I want to Analysis the other Areas with the Same Signatures to find more areas where same Signature appears.&lt;/P&gt;&lt;P&gt;2. I want to use my data to cross verified the signature of one mineral and apply them to another area to match their signature for validation purpose.&lt;/P&gt;&lt;P&gt;3. Is it possible to Calculate the Deposit of Surface Mineral.&lt;/P&gt;&lt;P&gt;4. Is it possible to Check the Mineral Extraction from my Granted Areas using change Detection or any other method.&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;Waiting for a positive reply&lt;/P&gt;&lt;P&gt;Category: General&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;esri trainer‌ geo processing task‌ spatial anaysis‌ arcgispro 2.5‌ mineral exploration‌ mineral land manageme‌ object-based image classfication‌&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
    <pubDate>Wed, 18 Mar 2020 02:49:19 GMT</pubDate>
    <dc:creator>SuhailSarwar1</dc:creator>
    <dc:date>2020-03-18T02:49:19Z</dc:date>
    <item>
      <title>Mineral Classification and Identification</title>
      <link>https://community.esri.com/t5/agriculture-questions/mineral-classification-and-identification/m-p/518617#M11</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;Hi Every Body.&lt;/P&gt;&lt;P&gt;First I will introduce my Self , working As Deputy Director Geo-Data , (GIS , Exploration Wing) Mines and Mineral , Karachi, Pakistan.&lt;/P&gt;&lt;P&gt;As on the Subject Caption I need guideline on the below Queries if any body please.&lt;/P&gt;&lt;P&gt;Data&lt;/P&gt;&lt;P&gt;I have Data Set of identified Areas where different Mineral found in Polygon and Point Feature Class Like LimeStone ,Sand , Gravel , Lake Salt , Marble, Granite.&lt;/P&gt;&lt;P&gt;1. Using the Above Dataset I want to Analysis the other Areas with the Same Signatures to find more areas where same Signature appears.&lt;/P&gt;&lt;P&gt;2. I want to use my data to cross verified the signature of one mineral and apply them to another area to match their signature for validation purpose.&lt;/P&gt;&lt;P&gt;3. Is it possible to Calculate the Deposit of Surface Mineral.&lt;/P&gt;&lt;P&gt;4. Is it possible to Check the Mineral Extraction from my Granted Areas using change Detection or any other method.&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;Waiting for a positive reply&lt;/P&gt;&lt;P&gt;Category: General&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;esri trainer‌ geo processing task‌ spatial anaysis‌ arcgispro 2.5‌ mineral exploration‌ mineral land manageme‌ object-based image classfication‌&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Wed, 18 Mar 2020 02:49:19 GMT</pubDate>
      <guid>https://community.esri.com/t5/agriculture-questions/mineral-classification-and-identification/m-p/518617#M11</guid>
      <dc:creator>SuhailSarwar1</dc:creator>
      <dc:date>2020-03-18T02:49:19Z</dc:date>
    </item>
    <item>
      <title>Re:  Mineral Classification and Identification</title>
      <link>https://community.esri.com/t5/agriculture-questions/mineral-classification-and-identification/m-p/518618#M12</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;Suhail,&lt;/P&gt;&lt;P&gt;I am not a current subject matter expert in what you are looking for but as background I am a geologist with previous remote sensing training and practice so can offer some comments.&amp;nbsp; I will assume that you are looking for guidance on the image processing and supervised classification capabilities of ArcGIS and specifically, ArcGIS Pro.&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;The resources below may be helpful to you and I've asked some of my colleagues if there are any others that would be helpful.&lt;/P&gt;&lt;P&gt;---------------------------------------------------------------&lt;/P&gt;&lt;P&gt;&lt;SPAN style="font-size: 11.0pt; color: windowtext;"&gt;There are a lot of resources on image processing in ArcGIS Pro that are publicly available on various Esri and other websites:-&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG style="color: windowtext; font-size: 11.0pt; "&gt;Esri Academy /Training&lt;/STRONG&gt;&lt;/P&gt;&lt;UL style="margin-top: 0in;"&gt;&lt;LI style="color: windowtext; margin-left: 0in;"&gt;&lt;SPAN style="font-size: 11.0pt;"&gt;Learning Plan – &lt;A href="https://www.esri.com/training/catalog/5ce42f4388c6106da2d53044/image-classification-using-arcgis/"&gt;Image Classification Using ArcGIS&lt;/A&gt; (May 2019)&lt;BR /&gt; (7 Courses available free under software maintenance)&lt;/SPAN&gt;&lt;/LI&gt;&lt;/UL&gt;&lt;P&gt;&lt;SPAN style="font-size: 11.0pt; color: windowtext;"&gt;&amp;nbsp;&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG style="color: windowtext; font-size: 11.0pt; "&gt;Videos - YouTube – Esri Channel &lt;/STRONG&gt;&lt;/P&gt;&lt;UL style="margin-top: 0in;"&gt;&lt;LI style="color: windowtext; margin-left: 0in;"&gt;&lt;SPAN style="font-size: 11.0pt;"&gt;&lt;A href="https://www.youtube.com/watch?v=ksKp4BO3XeY"&gt;Image Classification Demo&lt;/A&gt; (Oct 2018, ~12 mins)&lt;/SPAN&gt;&lt;/LI&gt;&lt;/UL&gt;&lt;UL style="margin-top: 0in;"&gt;&lt;LI style="color: windowtext; margin-left: 0in;"&gt;&lt;SPAN style="font-size: 11.0pt;"&gt;&lt;A href="https://www.youtube.com/watch?v=v40abIwGZWA"&gt;ArcGIS Pro: Image Segmentation, Classification and Machine Learning&lt;/A&gt; (August 2018,&amp;nbsp; ~1 hour)&lt;/SPAN&gt;&lt;/LI&gt;&lt;/UL&gt;&lt;P&gt;&lt;SPAN style="font-size: 11.0pt; color: windowtext;"&gt;&amp;nbsp;&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG style="color: windowtext; font-size: 11.0pt; "&gt;Videos - YouTube – Other&lt;/STRONG&gt;&lt;/P&gt;&lt;UL style="margin-top: 0in;"&gt;&lt;LI style="color: windowtext; margin-left: 0in;"&gt;&lt;SPAN style="font-size: 11.0pt;"&gt;&lt;A href="https://www.youtube.com/watch?v=zkNWjme-BOs"&gt;Image Classification in ArcGIS Pro - The Basics&lt;/A&gt; (Oct 2019, ~10 mins)&lt;/SPAN&gt;&lt;/LI&gt;&lt;/UL&gt;&lt;P&gt;&lt;SPAN style="font-size: 11.0pt; color: windowtext;"&gt;&amp;nbsp;&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG style="color: windowtext; font-size: 11.0pt; "&gt;ArcGIS Blog&lt;/STRONG&gt;&lt;/P&gt;&lt;UL style="margin-top: 0in;"&gt;&lt;LI style="color: windowtext; margin-left: 0in;"&gt;&lt;SPAN style="font-size: 11.0pt;"&gt;&lt;A href="https://www.esri.com/arcgis-blog/products/arcgis-pro/imagery/unmixing-dirt-mapping-ancient-lakes-in-the-desert/"&gt;Unmixing Dirt: Mapping Ancient Lakes in the Desert&lt;/A&gt; (Feb 2020)&lt;/SPAN&gt;&lt;/LI&gt;&lt;/UL&gt;&lt;UL style="margin-top: 0in;"&gt;&lt;LI style="color: windowtext; margin-left: 0in;"&gt;&lt;SPAN style="font-size: 11.0pt;"&gt;&lt;A href="https://www.esri.com/arcgis-blog/products/arcgis-pro/imagery/get-started-with-arcgis-image-analyst/"&gt;Getting to Know ArcGIS Image Analyst Guide&lt;/A&gt; (April, 2019)&lt;/SPAN&gt;&lt;/LI&gt;&lt;/UL&gt;&lt;UL style="margin-top: 0in;"&gt;&lt;LI style="color: windowtext; margin-bottom: 12.0pt; margin-left: 0in;"&gt;&lt;SPAN style="font-size: 11.0pt;"&gt;&lt;A href="https://www.esri.com/arcgis-blog/products/arcgis-pro/imagery/spectral-profiles-classification/"&gt;Spectral Profiles: Improve Classification Before You Click Run&lt;/A&gt; (Jan 2019)&lt;/SPAN&gt;&lt;/LI&gt;&lt;LI style="color: windowtext; margin-bottom: 12.0pt; margin-left: 0in;"&gt;&lt;SPAN style="font-size: 11.0pt;"&gt;&lt;A href="https://www.esri.com/arcgis-blog/products/imagery/imagery/hands-on-experience-with-the-image-classification-wizard-arcgis-pro-1-3/"&gt;Hands-on experience with the Image Classification Wizard (ArcGIS Pro 1.3)&lt;/A&gt; (Jan 2011)&lt;/SPAN&gt;&lt;/LI&gt;&lt;/UL&gt;&lt;P&gt;&lt;STRONG style="color: windowtext; font-size: 11.0pt; "&gt;Esri Publications&lt;/STRONG&gt;&lt;/P&gt;&lt;UL style="margin-top: 0in;"&gt;&lt;LI style="color: windowtext; margin-left: 0in;"&gt;&lt;SPAN style="font-size: 11.0pt;"&gt;ArcWatch – Mineral Exploration from Space (&lt;A href="https://www.esri.com/about/newsroom/arcwatch/mineral-exploration-in-the-hyperspectral-zone/"&gt;January 2020&lt;/A&gt;)&lt;/SPAN&gt;&lt;/LI&gt;&lt;/UL&gt;&lt;P&gt;&lt;SPAN style="font-size: 11.0pt; color: windowtext;"&gt;&amp;nbsp;-------------------------------&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN style="font-size: 11.0pt; color: windowtext;"&gt;Regards,&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN style="font-size: 11.0pt; color: windowtext;"&gt;Paul Hartwell, Natural Resources team,&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN style="font-size: 11.0pt; color: windowtext;"&gt;Esri Inc.&lt;/SPAN&gt;&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Mon, 23 Mar 2020 14:33:35 GMT</pubDate>
      <guid>https://community.esri.com/t5/agriculture-questions/mineral-classification-and-identification/m-p/518618#M12</guid>
      <dc:creator>Anonymous User</dc:creator>
      <dc:date>2020-03-23T14:33:35Z</dc:date>
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