Continuous moving measurements of trunk locations and diameters at breast height with 3D mapping in plain forests
The purpose of this research is measurement in plain forest using a 3D-LIDAR. Point clouds of standing trees are acquired by a mobile 3D-LIDAR that is brought by a human who keeps walking in the forest. We have developed the mobile 3D-LIDAR that has wide field of view. 3D forest maps can be generate...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | Japanese |
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The Japan Society of Mechanical Engineers
2018-02-01
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| Series: | Nihon Kikai Gakkai ronbunshu |
| Subjects: | |
| Online Access: | https://www.jstage.jst.go.jp/article/transjsme/84/859/84_17-00379/_pdf/-char/en |
| _version_ | 1797989113498959872 |
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| author | Saimon SEKI Takashi TSUBOUCHI Shigeru SARATA Yoshitaka HARA |
| author_facet | Saimon SEKI Takashi TSUBOUCHI Shigeru SARATA Yoshitaka HARA |
| author_sort | Saimon SEKI |
| collection | DOAJ |
| description | The purpose of this research is measurement in plain forest using a 3D-LIDAR. Point clouds of standing trees are acquired by a mobile 3D-LIDAR that is brought by a human who keeps walking in the forest. We have developed the mobile 3D-LIDAR that has wide field of view. 3D forest maps can be generated by LOAM. LOAM is a method of 6DOF matching with rotating 2D scans. Diameters at breast height and trunk locations are measured from the 3D forest map. We consider a way to prevent the error of matching by LOAM from affecting measuring precision of diameters at breast height and trunk locations of each standing tree. At first, a central axis of the trunk is obtained by cylinder fitting to the point clouds of the trunk. Next, scanned points on the trunk of the one scan are projected onto a plane that has a normal vector parallel to the central axis. Finally, the diameters and the central points are obtained by circle fitting to the projected points, and averages of diameters and central points at the same trunk are calculated for diameters at breast height and trunk locations. In experiment, we have evaluated precision of measured diameters at breast height and distances between standing trees among three walking paths for the measurement in plain forest. Target accuracy of diameters at breast height is achieved for 12 out of 14 standing trees. Target accuracy of distances between standing trees is achieved for all standing tree pairs. It takes approximately 30 minutes in a range of 30 m × 10 m area for ten times measurements by the proposed method. This time is shorter than the conventional manual method. Proposed method can make forest measurement more efficient. |
| first_indexed | 2024-04-11T08:15:05Z |
| format | Article |
| id | doaj.art-a83b03668f41496caf7b5735a060a06d |
| institution | Directory Open Access Journal |
| issn | 2187-9761 |
| language | Japanese |
| last_indexed | 2024-04-11T08:15:05Z |
| publishDate | 2018-02-01 |
| publisher | The Japan Society of Mechanical Engineers |
| record_format | Article |
| series | Nihon Kikai Gakkai ronbunshu |
| spelling | doaj.art-a83b03668f41496caf7b5735a060a06d2022-12-22T04:35:11ZjpnThe Japan Society of Mechanical EngineersNihon Kikai Gakkai ronbunshu2187-97612018-02-018485917-0037917-0037910.1299/transjsme.17-00379transjsmeContinuous moving measurements of trunk locations and diameters at breast height with 3D mapping in plain forestsSaimon SEKI0Takashi TSUBOUCHI1Shigeru SARATA2Yoshitaka HARA3Graduate School of Systems and Information Engineering, University of TsukubaFaculty of Engineering, Information and System, University of TsukubaFaculty of Engineering, Information and System, University of TsukubaFuture Robotics Technology Center, Chiba Institute of TechnologyThe purpose of this research is measurement in plain forest using a 3D-LIDAR. Point clouds of standing trees are acquired by a mobile 3D-LIDAR that is brought by a human who keeps walking in the forest. We have developed the mobile 3D-LIDAR that has wide field of view. 3D forest maps can be generated by LOAM. LOAM is a method of 6DOF matching with rotating 2D scans. Diameters at breast height and trunk locations are measured from the 3D forest map. We consider a way to prevent the error of matching by LOAM from affecting measuring precision of diameters at breast height and trunk locations of each standing tree. At first, a central axis of the trunk is obtained by cylinder fitting to the point clouds of the trunk. Next, scanned points on the trunk of the one scan are projected onto a plane that has a normal vector parallel to the central axis. Finally, the diameters and the central points are obtained by circle fitting to the projected points, and averages of diameters and central points at the same trunk are calculated for diameters at breast height and trunk locations. In experiment, we have evaluated precision of measured diameters at breast height and distances between standing trees among three walking paths for the measurement in plain forest. Target accuracy of diameters at breast height is achieved for 12 out of 14 standing trees. Target accuracy of distances between standing trees is achieved for all standing tree pairs. It takes approximately 30 minutes in a range of 30 m × 10 m area for ten times measurements by the proposed method. This time is shorter than the conventional manual method. Proposed method can make forest measurement more efficient.https://www.jstage.jst.go.jp/article/transjsme/84/859/84_17-00379/_pdf/-char/enforest measurement3d-lidarhand-held mobile laser scanningscan matchingslamforest mappingtree detection |
| spellingShingle | Saimon SEKI Takashi TSUBOUCHI Shigeru SARATA Yoshitaka HARA Continuous moving measurements of trunk locations and diameters at breast height with 3D mapping in plain forests Nihon Kikai Gakkai ronbunshu forest measurement 3d-lidar hand-held mobile laser scanning scan matching slam forest mapping tree detection |
| title | Continuous moving measurements of trunk locations and diameters at breast height with 3D mapping in plain forests |
| title_full | Continuous moving measurements of trunk locations and diameters at breast height with 3D mapping in plain forests |
| title_fullStr | Continuous moving measurements of trunk locations and diameters at breast height with 3D mapping in plain forests |
| title_full_unstemmed | Continuous moving measurements of trunk locations and diameters at breast height with 3D mapping in plain forests |
| title_short | Continuous moving measurements of trunk locations and diameters at breast height with 3D mapping in plain forests |
| title_sort | continuous moving measurements of trunk locations and diameters at breast height with 3d mapping in plain forests |
| topic | forest measurement 3d-lidar hand-held mobile laser scanning scan matching slam forest mapping tree detection |
| url | https://www.jstage.jst.go.jp/article/transjsme/84/859/84_17-00379/_pdf/-char/en |
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