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<p class="MsoNormal"><span style="font-size:11.0pt;font-family:"Calibri",sans-serif;color:#1F497D;mso-fareast-language:EN-US">Hi Loke,<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;font-family:"Calibri",sans-serif;color:#1F497D;mso-fareast-language:EN-US">Yes the Imagery can be orthomosaiced imagery.<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;font-family:"Calibri",sans-serif;color:#1F497D;mso-fareast-language:EN-US">Regards,<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;font-family:"Calibri",sans-serif;color:#1F497D;mso-fareast-language:EN-US"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;font-family:"Calibri",sans-serif;color:#1F497D;mso-fareast-language:EN-US">Richard.<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;font-family:"Calibri",sans-serif;color:#1F497D;mso-fareast-language:EN-US"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;font-family:"Calibri",sans-serif;color:#1F497D;mso-fareast-language:EN-US"><o:p> </o:p></span></p>
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——</span><br>
<span style="FONT-FAMILY: Arial, sans-serif; FONT-WEIGHT: bold; COLOR: #004d44">Richard McDonnell MSc GIS, FME Certified Professional</span><br>
<span style="FONT-FAMILY: Arial, sans-serif; COLOR: #004d44"><i>FRM Data Management</i></span><br>
<br>
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<span style="FONT-FAMILY: Arial, sans-serif; COLOR: #565148">Jonathan Swift Street, Trim, Co Meath, C15 NX36</span><br>
<span style="FONT-FAMILY: Arial, sans-serif; COLOR: #565148">——</span><br>
<span style="FONT-FAMILY: Arial, sans-serif; COLOR: #565148">M +353 87 688 5964 T +353 46 942 2409</span><br>
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<span style="FONT-FAMILY: Arial, sans-serif; FONT-WEIGHT: bold; COLOR: #565148">Sráid Jonathan Swift, Baile Átha Troim, Co na Mí, C15 NX36
</span><br>
<span style="FONT-FAMILY: Arial, sans-serif; COLOR: #565148">Jonathan Swift Street, Trim, Co Meath, C15 NX36</span><br>
<span style="FONT-FAMILY: Arial, sans-serif; COLOR: #565148">——</span><br>
<span style="FONT-FAMILY: Arial, sans-serif; COLOR: #565148">M +353 87 688 5964 T +353 46 942 2409</span><br>
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<p class="MsoNormal"><b><span lang="EN-US" style="font-size:11.0pt;font-family:"Calibri",sans-serif">From:</span></b><span lang="EN-US" style="font-size:11.0pt;font-family:"Calibri",sans-serif"> Loke Jian Munn <jm.loke@klk.com.my>
<br>
<b>Sent:</b> 06 June 2023 10:18<br>
<b>To:</b> Richard McDonnell <richard.mcdonnell@opw.ie>; kirk <kirk@nortekresources.com>; qgis-user@lists.osgeo.org<br>
<b>Cc:</b> Moke Kwai Cheong <kc.moke@klk.com.my>; Cheong Chee Phang <cp.cheong@klk.com.my>; Leong Kah Choon <kc.leong@klk.com.my>; Mulwanto <mulwanto@klk.co.id>; Endang Sudita Prayoga <endang.sp@klk.co.id>; M Rizki Ramdani <rizki.r@klk.co.id>; Fira Yunita <fira.y@klk.co.id>;
Qurata Ayun Wijanarko <qurata.aw@klk.co.id><br>
<b>Subject:</b> RE: [Qgis-user] Palm Counting using QGIS<o:p></o:p></span></p>
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<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><span lang="EN-MY" style="font-size:11.0pt;font-family:"Calibri",sans-serif">Hi Kirk & Richard,<o:p></o:p></span></p>
<p class="MsoNormal"><span lang="EN-MY" style="font-size:11.0pt;font-family:"Calibri",sans-serif"><o:p> </o:p></span></p>
<p class="MsoNormal"><span lang="EN-MY" style="font-size:11.0pt;font-family:"Calibri",sans-serif">Thanks for the great inputs and we have a clearer direction now.<o:p></o:p></span></p>
<p class="MsoNormal"><span lang="EN-MY" style="font-size:11.0pt;font-family:"Calibri",sans-serif"><o:p> </o:p></span></p>
<p class="MsoNormal"><span lang="EN-MY" style="font-size:11.0pt;font-family:"Calibri",sans-serif">Just to have a quick check with you, can the Imagery be Orthomosaic map ?<o:p></o:p></span></p>
<p class="MsoNormal"><span lang="EN-MY" style="font-size:11.0pt;font-family:"Calibri",sans-serif"><o:p> </o:p></span></p>
<p class="MsoNormal"><span lang="EN-MY" style="font-size:11.0pt;font-family:"Calibri",sans-serif">Thank you.<o:p></o:p></span></p>
<p class="MsoNormal"><span lang="EN-MY" style="font-size:11.0pt;font-family:"Calibri",sans-serif"><o:p> </o:p></span></p>
<p class="MsoNormal"><span lang="EN-MY" style="font-size:11.0pt;font-family:"Calibri",sans-serif">Best Regards,<o:p></o:p></span></p>
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<p class="MsoNormal"><b><span lang="EN-MY" style="font-size:11.0pt;font-family:"Calibri",sans-serif;color:#005826;letter-spacing:-.3pt;mso-ligatures:standardcontextual;mso-fareast-language:ZH-TW">Loke Jian Munn</span></b><span lang="EN-US" style="font-family:"MS PGothic",sans-serif;mso-ligatures:standardcontextual;mso-fareast-language:ZH-TW"><o:p></o:p></span></p>
<p class="MsoNormal" style="margin-bottom:3.0pt"><span lang="EN-MY" style="font-size:11.0pt;font-family:"Calibri",sans-serif;color:#585858;mso-ligatures:standardcontextual;mso-fareast-language:ZH-TW">Information Technology (IT) Department</span><span lang="EN-US" style="font-family:"MS PGothic",sans-serif;mso-ligatures:standardcontextual;mso-fareast-language:ZH-TW"><o:p></o:p></span></p>
<p class="MsoNormal"><span lang="EN-MY" style="font-size:11.0pt;font-family:"Calibri",sans-serif;color:#585858;mso-fareast-language:ZH-TW"><img width="173" height="73" style="width:1.802in;height:.7604in" id="Picture_x0020_5" src="cid:image001.png@01D99861.B0B67EE0"></span><span lang="EN-US" style="font-family:"MS PGothic",sans-serif;mso-ligatures:standardcontextual;mso-fareast-language:ZH-TW"><o:p></o:p></span></p>
<p class="MsoNormal" style="margin-top:6.0pt"><b><span lang="EN-MY" style="font-size:9.5pt;font-family:"Calibri",sans-serif;color:#005826;letter-spacing:-.2pt;mso-ligatures:standardcontextual;mso-fareast-language:ZH-TW">KUALA LUMPUR KEPONG BERHAD</span></b><span lang="EN-US" style="font-family:"MS PGothic",sans-serif;mso-ligatures:standardcontextual;mso-fareast-language:ZH-TW"><o:p></o:p></span></p>
<p class="MsoNormal" style="line-height:95%"><span lang="EN-MY" style="font-size:9.5pt;line-height:95%;font-family:"Calibri",sans-serif;color:#585858;letter-spacing:-.1pt;mso-ligatures:standardcontextual;mso-fareast-language:ZH-TW">Wisma Taiko,</span><span lang="EN-US" style="font-family:"MS PGothic",sans-serif;mso-ligatures:standardcontextual;mso-fareast-language:ZH-TW"><o:p></o:p></span></p>
<p class="MsoNormal" style="line-height:95%"><span lang="EN-MY" style="font-size:9.5pt;line-height:95%;font-family:"Calibri",sans-serif;color:#585858;letter-spacing:-.1pt;mso-ligatures:standardcontextual;mso-fareast-language:ZH-TW">No. 1, Jalan S.P. Seenivasagam,</span><span lang="EN-US" style="font-family:"MS PGothic",sans-serif;mso-ligatures:standardcontextual;mso-fareast-language:ZH-TW"><o:p></o:p></span></p>
<p class="MsoNormal" style="line-height:95%"><span lang="EN-MY" style="font-size:9.5pt;line-height:95%;font-family:"Calibri",sans-serif;color:#585858;letter-spacing:-.1pt;mso-ligatures:standardcontextual;mso-fareast-language:ZH-TW">30000 Ipoh,Perak Darul Ridzuan,Malaysia</span><span lang="EN-US" style="font-family:"MS PGothic",sans-serif;mso-ligatures:standardcontextual;mso-fareast-language:ZH-TW"><o:p></o:p></span></p>
<p class="MsoNormal" style="line-height:95%"><b><span lang="EN-MY" style="font-size:9.5pt;line-height:95%;font-family:"Calibri",sans-serif;color:#005826;mso-ligatures:standardcontextual;mso-fareast-language:ZH-TW">T :
</span></b><span lang="EN-MY" style="font-size:9.5pt;line-height:95%;font-family:"Calibri",sans-serif;color:#585858;letter-spacing:-.1pt;mso-ligatures:standardcontextual;mso-fareast-language:ZH-TW">+605 240 8000 (ext. 2443)</span><span lang="EN-US" style="font-family:"MS PGothic",sans-serif;mso-ligatures:standardcontextual;mso-fareast-language:ZH-TW"><o:p></o:p></span></p>
<p class="MsoNormal" style="margin-top:4.0pt;line-height:85%"><span lang="EN-MY"><a href="https://clicktime.symantec.com/15tpDKjABDCCmu4drBEZD?h=4-LzQeEUOcKmp7sCwswGafke694l_dZCDQJ4Rb8N8bc=&u=http://www.klk.com.my/"><span style="font-size:9.5pt;line-height:85%;font-family:"Calibri",sans-serif;color:#585858;mso-fareast-language:ZH-TW;text-decoration:none"><img border="0" width="101" height="13" style="width:1.052in;height:.1354in" id="Picture_x0020_6" src="cid:image002.png@01D99861.B0B67EE0" alt="A close up of a sign
Description automatically generated"></span></a><a href="https://clicktime.symantec.com/15tpJ9vSdpsoBqtZPjdhq?h=bX-LFOj0HrSJV_t-3L_WhMP3i5PRx5AtNBaHlI02C7k=&u=http://www.linkedin.com/company/klkberhad"><b><span style="font-size:9.5pt;line-height:85%;font-family:"Calibri",sans-serif;color:#005826;letter-spacing:-.2pt;mso-fareast-language:ZH-TW;text-decoration:none"><img border="0" width="58" height="13" style="width:.6041in;height:.1354in" id="Picture_x0020_7" src="cid:image003.png@01D99861.B0B67EE0" alt="A close up of a sign
Description automatically generated"></span></b></a></span><span lang="EN-US" style="font-family:"MS PGothic",sans-serif;mso-ligatures:standardcontextual;mso-fareast-language:ZH-TW"><o:p></o:p></span></p>
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<p class="MsoNormal"><b><span lang="EN-US" style="font-size:11.0pt;font-family:"Calibri",sans-serif">From:</span></b><span lang="EN-US" style="font-size:11.0pt;font-family:"Calibri",sans-serif"> Richard McDonnell <<a href="mailto:richard.mcdonnell@opw.ie">richard.mcdonnell@opw.ie</a>>
<br>
<b>Sent:</b> Thursday, 1 June, 2023 10:55 PM<br>
<b>To:</b> kirk <<a href="mailto:kirk@nortekresources.com">kirk@nortekresources.com</a>>; Loke Jian Munn <<a href="mailto:jm.loke@klk.com.my">jm.loke@klk.com.my</a>>;
<a href="mailto:qgis-user@lists.osgeo.org">qgis-user@lists.osgeo.org</a><br>
<b>Cc:</b> Moke Kwai Cheong <<a href="mailto:kc.moke@klk.com.my">kc.moke@klk.com.my</a>>; Cheong Chee Phang <<a href="mailto:cp.cheong@klk.com.my">cp.cheong@klk.com.my</a>>; Leong Kah Choon <<a href="mailto:kc.leong@klk.com.my">kc.leong@klk.com.my</a>>; Mulwanto
<<a href="mailto:mulwanto@klk.co.id">mulwanto@klk.co.id</a>>; Endang Sudita Prayoga <<a href="mailto:endang.sp@klk.co.id">endang.sp@klk.co.id</a>>; M Rizki Ramdani <<a href="mailto:rizki.r@klk.co.id">rizki.r@klk.co.id</a>>; Fira Yunita <<a href="mailto:fira.y@klk.co.id">fira.y@klk.co.id</a>>;
Qurata Ayun Wijanarko <<a href="mailto:qurata.aw@klk.co.id">qurata.aw@klk.co.id</a>><br>
<b>Subject:</b> RE: [Qgis-user] Palm Counting using QGIS<o:p></o:p></span></p>
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<p class="MsoNormal"><span lang="EN-MY"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;font-family:"Calibri",sans-serif;color:#1F497D;mso-fareast-language:EN-US">Hi Loke,<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;font-family:"Calibri",sans-serif;color:#1F497D;mso-fareast-language:EN-US">Just to add to Kirk’s comments, have you considered using Imagery along with the DSM? More specifically a NDVI of the plantation.<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;font-family:"Calibri",sans-serif;color:#1F497D;mso-fareast-language:EN-US">You will need to determine the signature range for Palm Tree Leaves, but where you have both a Palm tree Signature and your Local Minima/Maxima
it could improve your detection.<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;font-family:"Calibri",sans-serif;color:#1F497D;mso-fareast-language:EN-US">Kind Regards,<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;font-family:"Calibri",sans-serif;color:#1F497D;mso-fareast-language:EN-US"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;font-family:"Calibri",sans-serif;color:#1F497D;mso-fareast-language:EN-US">Richard
<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;font-family:"Calibri",sans-serif;color:#1F497D;mso-fareast-language:EN-US"><o:p> </o:p></span></p>
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——</span></b><span style="font-size:9.0pt;font-family:"Arial",sans-serif;color:#004D44"><br>
<b>Richard McDonnell MSc GIS, FME Certified Professional</b><br>
<i>FRM Data Management</i><br>
<br>
——<br>
<b>Oifig na nOibreacha Poiblí</b><br>
Office of Public Works<br>
<br>
</span><b><span style="font-size:9.0pt;font-family:"Arial",sans-serif;color:#565148">Sráid Jonathan Swift, Baile Átha Troim, Co na Mí, C15 NX36
</span></b><span style="font-size:9.0pt;font-family:"Arial",sans-serif;color:#004D44"><br>
</span><span style="font-size:9.0pt;font-family:"Arial",sans-serif;color:#565148">Jonathan Swift Street, Trim, Co Meath, C15 NX36</span><span style="font-size:9.0pt;font-family:"Arial",sans-serif;color:#004D44"><br>
</span><span style="font-size:9.0pt;font-family:"Arial",sans-serif;color:#565148">——</span><span style="font-size:9.0pt;font-family:"Arial",sans-serif;color:#004D44"><br>
</span><span style="font-size:9.0pt;font-family:"Arial",sans-serif;color:#565148">M +353 87 688 5964 T +353 46 942 2409</span><span style="font-size:9.0pt;font-family:"Arial",sans-serif;color:#004D44"><br>
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——<br>
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<p class="MsoNormal"><b><span lang="EN-US" style="font-size:11.0pt;font-family:"Calibri",sans-serif">From:</span></b><span lang="EN-US" style="font-size:11.0pt;font-family:"Calibri",sans-serif"> QGIS-User <<a href="mailto:qgis-user-bounces@lists.osgeo.org">qgis-user-bounces@lists.osgeo.org</a>>
<b>On Behalf Of </b>kirk via QGIS-User<br>
<b>Sent:</b> 01 June 2023 10:58<br>
<b>To:</b> Loke Jian Munn <<a href="mailto:jm.loke@klk.com.my">jm.loke@klk.com.my</a>>;
<a href="mailto:qgis-user@lists.osgeo.org">qgis-user@lists.osgeo.org</a><br>
<b>Cc:</b> Moke Kwai Cheong <<a href="mailto:kc.moke@klk.com.my">kc.moke@klk.com.my</a>>; Cheong Chee Phang <<a href="mailto:cp.cheong@klk.com.my">cp.cheong@klk.com.my</a>>; Leong Kah Choon <<a href="mailto:kc.leong@klk.com.my">kc.leong@klk.com.my</a>>; Mulwanto
<<a href="mailto:mulwanto@klk.co.id">mulwanto@klk.co.id</a>>; Endang Sudita Prayoga <<a href="mailto:endang.sp@klk.co.id">endang.sp@klk.co.id</a>>; M Rizki Ramdani <<a href="mailto:rizki.r@klk.co.id">rizki.r@klk.co.id</a>>; Fira Yunita <<a href="mailto:fira.y@klk.co.id">fira.y@klk.co.id</a>>;
Qurata Ayun Wijanarko <<a href="mailto:qurata.aw@klk.co.id">qurata.aw@klk.co.id</a>><br>
<b>Subject:</b> Re: [Qgis-user] Palm Counting using QGIS<o:p></o:p></span></p>
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<p class="MsoNormal"><o:p> </o:p></p>
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<p class="MsoNormal">Hi Loke.<o:p></o:p></p>
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<p class="MsoNormal"><o:p> </o:p></p>
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<p class="MsoNormal">A couple of comments. <o:p></o:p></p>
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<p class="MsoNormal"><o:p> </o:p></p>
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<p class="MsoNormal">1) The 95 % success rate is very good. If you were to have a close look at the missed trees you may realize that the highest point on a particular palm tree is lower than the neighboring tree or palm frond. What ever algorithm you use,
you are limited by the physical data, accuracy and resolution being the key factors. The physical condition of the trees you are trying to identify also plays a role,as mentioned previously. A DSM is an approximation as it is derived from some form of point
data, either lidar or photo based and then generated by extracting the maximum, 95th percentile, maximum or perhaps the average height if all the points that land in a cell. <o:p></o:p></p>
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<p class="MsoNormal"><o:p> </o:p></p>
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<p class="MsoNormal">Your issue is a limitation of the data and the basic logic of a max/minima algorithm. It cannot detect what is not reflected in the data. You can interpret the colour imagery but have a look at the dsm at the missed maxima.<o:p></o:p></p>
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<p class="MsoNormal"><o:p> </o:p></p>
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<p class="MsoNormal">You could try developing a routine by processing the,raw point cloud data or try generating a dsm yourself. <o:p></o:p></p>
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<p class="MsoNormal"><o:p> </o:p></p>
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<p class="MsoNormal">You can also try changing the algorithm parameters. Perhaps in areas if missed maxima. Although, this may not be effective as the maxima you are looking for probably is not reflected the dem.<o:p></o:p></p>
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<p class="MsoNormal"><o:p> </o:p></p>
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<p class="MsoNormal">2) Plug-ins,are created by third parties and not by the Qgis team directly. You can reach out to the author and discuss with him/her. <o:p></o:p></p>
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<p class="MsoNormal"><o:p> </o:p></p>
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<p class="MsoNormal">Kirk Schmidt<o:p></o:p></p>
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<p class="MsoNormal"><o:p> </o:p></p>
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<p class="MsoNormal"><span style="font-size:9.0pt;color:#575757">Sent from my Galaxy<o:p></o:p></span></p>
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<p class="MsoNormal"><span style="color:black">-------- Original message --------<o:p></o:p></span></p>
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<p class="MsoNormal"><span style="color:black">From: Loke Jian Munn via QGIS-User <</span><a href="mailto:qgis-user@lists.osgeo.org">qgis-user@lists.osgeo.org</a><span style="color:black">>
<o:p></o:p></span></p>
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<p class="MsoNormal"><span style="color:black">Date: 2023-06-01 6:28 a.m. (GMT-04:00)
<o:p></o:p></span></p>
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<p class="MsoNormal"><span style="color:black">To: </span><a href="mailto:qgis-user@lists.osgeo.org">qgis-user@lists.osgeo.org</a><span style="color:black">
<o:p></o:p></span></p>
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<p class="MsoNormal"><span style="color:black">Cc: Moke Kwai Cheong <</span><a href="mailto:kc.moke@klk.com.my">kc.moke@klk.com.my</a><span style="color:black">>, Cheong Chee Phang <</span><a href="mailto:cp.cheong@klk.com.my">cp.cheong@klk.com.my</a><span style="color:black">>,
Leong Kah Choon <</span><a href="mailto:kc.leong@klk.com.my">kc.leong@klk.com.my</a><span style="color:black">>, Mulwanto <</span><a href="mailto:mulwanto@klk.co.id">mulwanto@klk.co.id</a><span style="color:black">>, Endang Sudita Prayoga <</span><a href="mailto:endang.sp@klk.co.id">endang.sp@klk.co.id</a><span style="color:black">>,
M Rizki Ramdani <</span><a href="mailto:rizki.r@klk.co.id">rizki.r@klk.co.id</a><span style="color:black">>, Fira Yunita <</span><a href="mailto:fira.y@klk.co.id">fira.y@klk.co.id</a><span style="color:black">>, Qurata Ayun Wijanarko <</span><a href="mailto:qurata.aw@klk.co.id">qurata.aw@klk.co.id</a><span style="color:black">>
<o:p></o:p></span></p>
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<p class="MsoNormal"><span style="color:black">Subject: [Qgis-user] Palm Counting using QGIS
<o:p></o:p></span></p>
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<p class="MsoNormal"><span style="color:black"><o:p> </o:p></span></p>
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<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto">Hi Team,<o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"> <o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto">We have been using QGIS to do Palm Counting.
<o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"> <o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto">Palm Counting here mean oil palm, we use QGIS processing tool, Features-Raster Tools (Local Minima and Maxima) to do the counting on a DSM layer.<o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto">Example as below:<o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"> <o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"><span style="font-family:"MS PGothic",sans-serif"><img border="0" width="770" height="411" style="width:8.0208in;height:4.2812in" id="Picture_x0020_43" src="cid:image004.jpg@01D99861.B0B67EE0"></span><o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"> <o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto">Based on our industrial experiences, the accuracy of the Local Maxima algorithm is approximately 90%-95%. However, we still need to do toggle editing such as we utilize the “ Add
Point Feature “ function when there are points missed, the “Vertex Tool” is used to adjust the position of points and the “Select Feature” for removal of any unnecessary points.<o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"> <o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto">We would like to have an improvement plan on the accuracy for
<b><span style="background:yellow;mso-highlight:yellow">more than</span></b> 95% to reduce the extra manual works ( toggle edit ).<o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"> <o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto">Appreciate if the team could share with us any latest QGIS palm count plugin or any other solutions to achieve the accuracy more than 95% when doing palm count.<o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"> <o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto">Your input is highly appreciated. Thank you.<o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"> <o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"> <o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto">Regards,<o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"><b><span style="color:#005826;letter-spacing:-.3pt;mso-fareast-language:ZH-TW">Loke Jian Munn</span></b><o:p></o:p></p>
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