An approach to minirhizotron root image analysis

被引:27
作者
Vamerali, T [1 ]
Ganis, A [1 ]
Bona, S [1 ]
Mosca, G [1 ]
机构
[1] Univ Padua, Agripolis, Dipartimento Agron Ambientale & Prod Vegetali, I-35020 Padua, Italy
关键词
image analysis; minirhizotron; roots; soil type; sugarbeet;
D O I
10.1023/A:1004616217070
中图分类号
S3 [农学(农艺学)];
学科分类号
0901 ;
摘要
Minirhizotrons speed up research on root demography, but image quality often hampers standardization of the image processing method. A simple procedure working on the blue band of colour images was tested on fibrous roots of sugarbeet (Beta vulgaris var. saccharifera). With respect to green and red, the blue band allows better detection of roots when their luminance is very similar to that of the background. The method makes use of an exponential algorithm of contrast stretching, which takes luminance frequency distribution into account. Based on a single threshold level, the procedure includes skeletonization. A minimum segment length was adopted to discriminate roots from extraneous objects. Although a specific minimum root length (MRL) value was calculated for each soil type, results show that a single value can be applied, indicating that this method can be profitably used for processing large samples of images.
引用
收藏
页码:183 / 193
页数:11
相关论文
共 19 条
[1]   FIBROUS ROOT-GROWTH AND WATER-USE OF SUGAR-BEET [J].
BROWN, KF ;
BISCOE, PV .
JOURNAL OF AGRICULTURAL SCIENCE, 1985, 105 (DEC) :679-691
[2]  
Casarin M., 1991, Plant roots and their environment: proceedings of an ISRR-symposium, August 21-26, 1988, Uppsala, Sweden., P570
[3]   MEASURING ROOT TURNOVER USING THE MINIRHIZOTRON TECHNIQUE [J].
CHENG, WX ;
COLEMAN, DC ;
BOX, JE .
AGRICULTURE ECOSYSTEMS & ENVIRONMENT, 1991, 34 (1-4) :261-267
[4]   A COLOR COMPOSITE TECHNIQUE FOR DETECTING ROOT DYNAMICS OF BARLEY (HORDEUM-VULGARE L) FROM MINIRHIZOTRON IMAGES [J].
HEERAMAN, DA ;
CROWN, PH ;
JUMA, NG .
PLANT AND SOIL, 1993, 157 (02) :275-287
[5]   PATTERNS OF FINE ROOT MORTALITY IN 2 SUGAR MAPLE FORESTS [J].
HENDRICK, RL ;
PREGITZER, KS .
NATURE, 1993, 361 (6407) :59-61
[6]   THE RHIZOTRON AS A TOOL FOR ROOT RESEARCH [J].
HUCK, MG ;
TAYLOR, HM .
ADVANCES IN AGRONOMY, 1982, 35 :1-35
[7]  
Jaggard K. W., 1996, Proceedings of the 59th IIRB Congress, Brussels, Belgium, 13-15 February 1996., P213
[8]  
Klepper B., 1987, ROOT DEV FUNCTION, P103
[9]   A COMPARISON BETWEEN MINIRHIZOTRON AND MONOLITH SAMPLING METHODS FOR MEASURING ROOT-GROWTH OF MAIZE (ZEA-MAYS L) [J].
MAJDI, H ;
SMUCKER, AJM ;
PERSSON, H .
PLANT AND SOIL, 1992, 147 (01) :127-134
[10]  
McMichael BL, 1987, AM SOC AGRONOMY SPEC, V50, P1