Estimating length, average diameter and surface area of roots using two different Image analyses systems

被引:191
作者
Himmelbauer, ML [1 ]
Loiskandl, W [1 ]
Kastanek, F [1 ]
机构
[1] Univ Nat Resources & Appl Life Sci, Inst Hydraul & Rural Waste Management, BOKU, A-1190 Vienna, Austria
关键词
image analyses comparison; root scanning; root length; root diameter; ROOTEDGE; WinRHIZO;
D O I
10.1023/B:PLSO.0000030171.28821.55
中图分类号
S3 [农学(农艺学)];
学科分类号
0901 ;
摘要
Image analyses systems provide a quick determination of various root morphological parameters. Generally, a specific testing procedure should be conducted at the beginning of every measurement process. In this study, the performance of two image analyses programs using different measuring algorithms was compared: a commercial package WinRHIZO and a freeware ROOTEDGE. Roots of field grown cereal crops, wheat (Triticum durum Desf.) and barley (Hordeum vulgare L.), were used. Several types of tests were executed: 1. Comparison of image analyses and manually conducted measurements of root length; 2. Comparison between root length, average diameter and surface area measurements performed with ROOTEDGE and WinRHIZO; 3. Tests of root arrangement to assess the importance of random orientation of the scanned roots for accurate measurements; 4. Evaluation of the maximum acceptable scanning density (cm scanned root length per cm(2) scanning area). The results suggest that ROOTEDGE and WinRHIZO provide fairly correct measurements of root morphological parameters. There were small differences between manually and image analyses measurements of root length, in particular using a transparent light unit for scanning. Ratios of image analyses to manual estimations ranged from 0.95 to 1.03 for different root samples of winter barley. Comparisons of the programs generated almost equal root estimates. Discrepancies between diameter and surface area were slightly higher than between length measurements. The average root diameter was a little overestimated by ROOTEDGE compared to WinRHIZO. The most significant source for these discrepancies presumably was the difference between the fixed threshold for ROOTEDGE and the flexible threshold, automatically optimized for every single image by WinRHIZO. ROOTEDGE and WinRHIZO image analyses showed small sensitivity to root sample orientation. Estimations of root length, average diameter and surface area were well reproducible. For the scanning density to 3 em cm(-2) CV values for the replicated measurements varied between 0.3% and 3.4% by both programs. High scanning density of roots resulted in increasing underestimation of root length and overestimation of root average diameter. For the common scanning density range in root research between 1 and 3 cm cm(-2) discrepancies did not exceed 5%. Higher scanning densities than 3 cm cm(-2) are not recommended.
引用
收藏
页码:111 / 120
页数:10
相关论文
共 29 条
[1]  
Arsenault J. L., 1995, Hortscience, V30, P906
[2]   Evaluation of fine root length and diameter measurements obtained using RHIZO image analysis [J].
Bauhus, J ;
Messier, C .
AGRONOMY JOURNAL, 1999, 91 (01) :142-147
[3]  
Bengough AG, 2000, ROOT METHODS: A HANDBOOK, P147
[4]  
Bohm W., 1979, Methods of studying root systems.
[5]   Sample preparation and scanning protocol for computerised analysis of root length and diameter [J].
Bouma, TJ ;
Nielsen, KL ;
Koutstaal, B .
PLANT AND SOIL, 2000, 218 (1-2) :185-196
[6]  
BOX JE, 1996, PLANT ROOTS HIDDEN H, P193
[7]   Root distribution and water uptake patterns of corn under surface and subsurface drip irrigation [J].
Coelho E.F. ;
Or D. .
Plant and Soil, 1999, 206 (2) :123-136
[8]   A sampling method for measurement of large root systems with scanner-based image analysis [J].
Costa, C ;
Dwyer, LM ;
Hamilton, RI ;
Hamel, C ;
Nantais, L ;
Smith, DL .
AGRONOMY JOURNAL, 2000, 92 (04) :621-627
[9]   Root contrast enhancement for measurement with optical scanner-based image analysis [J].
Costa, C. ;
Dwyer, L.M. ;
Hamel, C. ;
Muamba, D.F. ;
Wang, X.L. ;
Nantais, L. ;
Smith, D.L. .
Canadian Journal of Botany, 2001, 79 (01) :23-29
[10]   QUANTIFICATION OF THE LENGTH AND DIAMETER OF ROOT SEGMENTS WITH PUBLIC DOMAIN SOFTWARE [J].
DOWDY, RH ;
NATER, EA ;
DOLAN, MS .
COMMUNICATIONS IN SOIL SCIENCE AND PLANT ANALYSIS, 1995, 26 (3-4) :459-468