3D reconstruction of uneven-aged forest in single tree scale using digital camera and SfM-MVS technique. Issue 2 (3rd April 2021)

• Record Type: Journal Article
• Authors: Bayati, Hadi; Najafi, Akbar; Vahidi, Javad; Gholamali Jalali, Seyed
• Is Part Of: Scandinavian journal of forest research. Volume 36:Issue 2/3(2021)
• Page Start: 210
• Page End: 220
• Publication Date: 2021-04-03
• Subjects: Forest inventory -- tree attributes -- 3D point cloud -- image-matching -- digital stereo imagery; Forests and forestry -- Scandinavia -- Periodicals; Forests and forestry -- Periodicals; Forests and forestry -- Research -- Scandinavia -- Periodicals; 634.90948
• DOI: 10.1080/02827581.2021.1903074
• Languages: English
• ISSNs: 0282-7581

Abstract

ABSTRACT: This study highlights the potential of hand-held digital cameras and SFM-MVS to produce a 3D reconstruction of individual trees at the single tree level in a deciduous and uneven-aged forest (faculty of natural resource, Tarbiat Modares University-area with about 2400 m 2 and 35 trees). A high coefficient of the determinant ( R 2 = 98%) was observed between DBH derived from both filed measurements and the SfM-MVS technique. The percentage of the coefficient of variation of the root mean square error (CV(RMSE)%) and Bias of the technique to estimate DBH of the trees were 5.66% and −0.09%, respectively. The technique demonstrated a good linear relationship between the estimated tree height via field measurement and SfM-MVS ( R 2 = 89%), with a percentage of 14.84 for CV(RMSE)% and −11.27 for Bias. Furthermore, the technique's performance in the 3D reconstruction of single trees showed an omission of 11.42%, commission error of 0%, and overall accuracy of 88.57%. The technique exhibited an accuracy of about −0.33 m for estimating trees' location in the forest area. Finally, the findings suggested combining the SfM-MVS technique with a digital camera could be useful for 3D reconstruction of single trees and estimating tree attributes in uneven-aged and multi-structure forests.