Testing the accuracy of imaging software for measuring tree root volumes

被引:10
|
作者
Koeser, Andrew K. [1 ]
Roberts, John W. [1 ]
Miesbauer, Jason W. [2 ]
Lopes, Angelica Bannwart [3 ]
Kling, Gary J. [4 ]
Lo, Marvin [2 ]
Morgenroth, Justin [5 ]
机构
[1] Univ Florida, Gulf Coast Res & Educ Ctr, Dept Environm Hort, CLCE,IFAS, 14625 Cty Rd 672, Wimauma, FL 33598 USA
[2] Morton Arboretum, 4100 Illinois Route 53, Lisle, IL 60532 USA
[3] Univ Fed Vicosa, Ave Peter Henry Rolfs S-N,Campus Univ, BR-36570900 Vicosa, MG, Brazil
[4] Univ Illinois, Dept Crop Sci, 1201 S Dorner Dr, Urbana, IL 61801 USA
[5] Univ Canterbury, New Zealand Sch Forestry, Private Bag 4800, Christchurch 8140, New Zealand
关键词
3D model; Biomechanics; Photogrammetry; Point cloud; Root architecture; Root morphology; Root strength; Root surface area; Root volume; Water displacement; Whole tree stability; STRUCTURE-FROM-MOTION; HAND-HELD CAMERA; PHOTOGRAMMETRY; ARCHITECTURE; HEIGHT;
D O I
10.1016/j.ufug.2016.05.009
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Manually measuring tree root characteristics can be inefficient and limiting. To test the application of a new digital technology in tree root architecture research, root systems from 29 green ash (Fraxinus pennsylvanica 'Patmore') trees were unearthed, cleaned, and photographed to create 3D models using structure from motion (SfM) photogrammetry. Three root segments from each root system were selected, marked, and removed after being photographed. The volumes of these segments (derived from the 3D models) were compared against volumes measured using water displacement. In addition to the root segments, model and water displacement volumes were compared for three complete root systems. Regression analysis showed a strong linear relation between the two volumes measurements (adjusted R-2 = 0.97 for the root segment data). The RMSE for the root segment volume estimates was 40.37 cm(3) (12.3%), with a bias of 17.2 cm(3) (5.3%). This error rate was similar to previous published work and suggests the technology used may allow researchers to improve efficiency in data capture, add new measurements (i.e., surface area) to their modeling efforts, and digitally preserve tree root systems for future study. (C) 2016 Elsevier GmbH. All rights reserved.
引用
收藏
页码:95 / 99
页数:5
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