An Algorithm for Determining Pith Position Based on Crown Width Size
To accurately estimate the pith position, a method was proposed for estimating the pith position by the crown width. The crown widths of 120 trees and radiuses of each disc extracted at the height of 1.3 m from these trees were measured in four directions. The crown and radius ratios of the length o...
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Veröffentlicht in: | Forests 2024-12, Vol.15 (12), p.2172 |
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creator | Yao, Jianfeng Shang, Xiaowei Hu, Xuefan Jin, Yingshan Cai, Liming Li, Zhuofan Li, Fang Liang, Fang |
description | To accurately estimate the pith position, a method was proposed for estimating the pith position by the crown width. The crown widths of 120 trees and radiuses of each disc extracted at the height of 1.3 m from these trees were measured in four directions. The crown and radius ratios of the length of each direction to the total length in that direction and the opposite direction were calculated. Using the crown ratio as an independent variable, as well as the radius ratio as a dependent variable, the linear, logarithmic, exponential, and polynomial models were built. The model with the highest R2 was selected as the radius ratio model. The geometric center method and the crown width method were applied to estimate the pith position, and the estimation errors were calculated, respectively. The R2 of the linear, logarithmic, exponential, and polynomial models were 0.405, 0.379, 0.403, 0.404, respectively, and the linear model was chosen as the radius ratio model. The prediction error based on the crown width was 7.6%, and that of the geometric center method was 10.1%. The findings indicate that the crown width method can improve the accuracy of estimating the pith position. |
doi_str_mv | 10.3390/f15122172 |
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The crown widths of 120 trees and radiuses of each disc extracted at the height of 1.3 m from these trees were measured in four directions. The crown and radius ratios of the length of each direction to the total length in that direction and the opposite direction were calculated. Using the crown ratio as an independent variable, as well as the radius ratio as a dependent variable, the linear, logarithmic, exponential, and polynomial models were built. The model with the highest R2 was selected as the radius ratio model. The geometric center method and the crown width method were applied to estimate the pith position, and the estimation errors were calculated, respectively. The R2 of the linear, logarithmic, exponential, and polynomial models were 0.405, 0.379, 0.403, 0.404, respectively, and the linear model was chosen as the radius ratio model. The prediction error based on the crown width was 7.6%, and that of the geometric center method was 10.1%. The findings indicate that the crown width method can improve the accuracy of estimating the pith position.</description><identifier>ISSN: 1999-4907</identifier><identifier>EISSN: 1999-4907</identifier><identifier>DOI: 10.3390/f15122172</identifier><language>eng</language><publisher>Basel: MDPI AG</publisher><subject>Algorithms ; Dependent variables ; Estimation ; Independent variables ; Logarithms ; Polynomials ; Position measurement ; Research methodology ; Trees</subject><ispartof>Forests, 2024-12, Vol.15 (12), p.2172</ispartof><rights>COPYRIGHT 2024 MDPI AG</rights><rights>2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c186t-790e1dd483980ac056cf7a80673f87668ccaeb1dcfa22ba2ca267d0731cba8e13</cites><orcidid>0000-0001-7768-8569 ; 0000-0002-7267-7059</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27903,27904</link.rule.ids></links><search><creatorcontrib>Yao, Jianfeng</creatorcontrib><creatorcontrib>Shang, Xiaowei</creatorcontrib><creatorcontrib>Hu, Xuefan</creatorcontrib><creatorcontrib>Jin, Yingshan</creatorcontrib><creatorcontrib>Cai, Liming</creatorcontrib><creatorcontrib>Li, Zhuofan</creatorcontrib><creatorcontrib>Li, Fang</creatorcontrib><creatorcontrib>Liang, Fang</creatorcontrib><title>An Algorithm for Determining Pith Position Based on Crown Width Size</title><title>Forests</title><description>To accurately estimate the pith position, a method was proposed for estimating the pith position by the crown width. The crown widths of 120 trees and radiuses of each disc extracted at the height of 1.3 m from these trees were measured in four directions. The crown and radius ratios of the length of each direction to the total length in that direction and the opposite direction were calculated. Using the crown ratio as an independent variable, as well as the radius ratio as a dependent variable, the linear, logarithmic, exponential, and polynomial models were built. The model with the highest R2 was selected as the radius ratio model. The geometric center method and the crown width method were applied to estimate the pith position, and the estimation errors were calculated, respectively. The R2 of the linear, logarithmic, exponential, and polynomial models were 0.405, 0.379, 0.403, 0.404, respectively, and the linear model was chosen as the radius ratio model. The prediction error based on the crown width was 7.6%, and that of the geometric center method was 10.1%. The findings indicate that the crown width method can improve the accuracy of estimating the pith position.</description><subject>Algorithms</subject><subject>Dependent variables</subject><subject>Estimation</subject><subject>Independent variables</subject><subject>Logarithms</subject><subject>Polynomials</subject><subject>Position measurement</subject><subject>Research methodology</subject><subject>Trees</subject><issn>1999-4907</issn><issn>1999-4907</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><recordid>eNpNUMtKAzEUDaJgqV34BwFXLqbmMc1jOba-oGBBxeWQ5lFTOklNpoh-vZER8d7FPZx7zr1wADjHaEqpRFcOzzAhmJMjMMJSyqqWiB__w6dgkvMWlZpxIUk9AosmwGa3icn3bx10McGF7W3qfPBhA1eFhauYfe9jgNcqWwMLmKf4EeCrN2X75L_sGThxapft5HeOwcvtzfP8vlo-3j3Mm2WlsWB9xSWy2JhaUCmQ0mjGtONKIMapE5wxobWya2y0U4SsFdGKMG4Qp1ivlbCYjsHFcHef4vvB5r7dxkMK5WVLcS0ZZrSmRTUdVBu1s60PLvZJ6dLGdl7HYJ0vfCMIFpQgKorhcjDoFHNO1rX75DuVPluM2p9g279g6TcSCGiD</recordid><startdate>20241201</startdate><enddate>20241201</enddate><creator>Yao, Jianfeng</creator><creator>Shang, Xiaowei</creator><creator>Hu, Xuefan</creator><creator>Jin, Yingshan</creator><creator>Cai, Liming</creator><creator>Li, Zhuofan</creator><creator>Li, Fang</creator><creator>Liang, Fang</creator><general>MDPI AG</general><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7SN</scope><scope>7SS</scope><scope>7X2</scope><scope>8FE</scope><scope>8FH</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>BKSAR</scope><scope>C1K</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>M0K</scope><scope>PATMY</scope><scope>PCBAR</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PYCSY</scope><orcidid>https://orcid.org/0000-0001-7768-8569</orcidid><orcidid>https://orcid.org/0000-0002-7267-7059</orcidid></search><sort><creationdate>20241201</creationdate><title>An Algorithm for Determining Pith Position Based on Crown Width Size</title><author>Yao, Jianfeng ; Shang, Xiaowei ; Hu, Xuefan ; Jin, Yingshan ; Cai, Liming ; Li, Zhuofan ; Li, Fang ; Liang, Fang</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c186t-790e1dd483980ac056cf7a80673f87668ccaeb1dcfa22ba2ca267d0731cba8e13</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Algorithms</topic><topic>Dependent variables</topic><topic>Estimation</topic><topic>Independent variables</topic><topic>Logarithms</topic><topic>Polynomials</topic><topic>Position measurement</topic><topic>Research methodology</topic><topic>Trees</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Yao, Jianfeng</creatorcontrib><creatorcontrib>Shang, Xiaowei</creatorcontrib><creatorcontrib>Hu, Xuefan</creatorcontrib><creatorcontrib>Jin, Yingshan</creatorcontrib><creatorcontrib>Cai, Liming</creatorcontrib><creatorcontrib>Li, Zhuofan</creatorcontrib><creatorcontrib>Li, Fang</creatorcontrib><creatorcontrib>Liang, Fang</creatorcontrib><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Ecology Abstracts</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Agricultural Science Collection</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest One Sustainability</collection><collection>ProQuest Central UK/Ireland</collection><collection>Agricultural & Environmental Science Collection</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>Natural Science Collection</collection><collection>Earth, Atmospheric & Aquatic Science Collection</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>Agricultural Science Database</collection><collection>Environmental Science Database</collection><collection>Earth, Atmospheric & Aquatic Science Database</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>Environmental Science Collection</collection><jtitle>Forests</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Yao, Jianfeng</au><au>Shang, Xiaowei</au><au>Hu, Xuefan</au><au>Jin, Yingshan</au><au>Cai, Liming</au><au>Li, Zhuofan</au><au>Li, Fang</au><au>Liang, Fang</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>An Algorithm for Determining Pith Position Based on Crown Width Size</atitle><jtitle>Forests</jtitle><date>2024-12-01</date><risdate>2024</risdate><volume>15</volume><issue>12</issue><spage>2172</spage><pages>2172-</pages><issn>1999-4907</issn><eissn>1999-4907</eissn><abstract>To accurately estimate the pith position, a method was proposed for estimating the pith position by the crown width. The crown widths of 120 trees and radiuses of each disc extracted at the height of 1.3 m from these trees were measured in four directions. The crown and radius ratios of the length of each direction to the total length in that direction and the opposite direction were calculated. Using the crown ratio as an independent variable, as well as the radius ratio as a dependent variable, the linear, logarithmic, exponential, and polynomial models were built. The model with the highest R2 was selected as the radius ratio model. The geometric center method and the crown width method were applied to estimate the pith position, and the estimation errors were calculated, respectively. The R2 of the linear, logarithmic, exponential, and polynomial models were 0.405, 0.379, 0.403, 0.404, respectively, and the linear model was chosen as the radius ratio model. The prediction error based on the crown width was 7.6%, and that of the geometric center method was 10.1%. 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subjects | Algorithms Dependent variables Estimation Independent variables Logarithms Polynomials Position measurement Research methodology Trees |
title | An Algorithm for Determining Pith Position Based on Crown Width Size |
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