Parameters based on X-ray images to assess the physical and physiological quality of Leucaena leucocephala seeds

被引:31
作者
de Medeiros, Andre Dantas [1 ]
Araujo, Joyce de Oliveira [1 ]
Zavala Leon, Manuel Jesus [2 ]
da Silva, Laercio Junio [1 ]
Fernandes dos Santos Dias, Denise Cunha [1 ]
机构
[1] Univ Fed Vicosa, Dept Fitotecnia, Vicosa, MG, Brazil
[2] INIFAP, Ciudad De Mexico, Mexico
来源
CIENCIA E AGROTECNOLOGIA | 2018年 / 42卷 / 06期
关键词
Forest species; image analysis; multivariate analysis; relative density; seed radiography; MORPHOLOGY; LAM;
D O I
10.1590/1413-70542018426023318
中图分类号
S [农业科学];
学科分类号
09 ;
摘要
Non-destructive and high performance analyses are highly desirable and important for assessing the quality of forest seeds. The aim of this study was to relate parameters obtained from semi-automated analysis of radiographs of Leucaena leucocephala seeds to their physiological potential by means of multivariate analysis. To do so, seeds from five lots collected from parent trees from the region of Vicosa, MG, Brazil, were used. The study was carried out through analysis of radiographic images of seeds, from which the percentage of damaged seeds (predation and fungi), and measurements of area, perimeter, circularity, relative density, and integrated density of the seeds were obtained. After the X-ray test, the seeds were tested for germination in order to assess variables related to seed physiological quality. Multivariate statistics were applied to the data generated, with use of principal component analysis (PCA). X-ray testing allowed visualization of details of the internal structure of seeds and differences regarding density of seed tissues. Semi-automated analysis of radiographic images of Leucaena leucocephala seeds provides information on seed physical characteristics and generates parameters related to seed physiological quality in a simple, fast, and inexpensive manner.
引用
收藏
页码:643 / 652
页数:10
相关论文
共 28 条
[1]   Principal component analysis [J].
Abdi, Herve ;
Williams, Lynne J. .
WILEY INTERDISCIPLINARY REVIEWS-COMPUTATIONAL STATISTICS, 2010, 2 (04) :433-459
[2]   Radiographic images and relationship of the internal morphology and physiological potential of broccoli seeds [J].
Abud, Haynna Fernandes ;
Cicero, Silvio Moure ;
Gomes Junior, Francisco Guilhien .
ACTA SCIENTIARUM-AGRONOMY, 2018, 40
[3]  
[Anonymous], INT ENCY STAT SCI
[4]  
Antonio L. N., 2016, INT J CURRENT RES, V8, P26471
[5]   Radiographic analysis to assess the seed structure of Crotalaria juncea L [J].
Arruda, Natalia ;
Cicero, Silvio Moure ;
Gomes-Junior, Francisco Guilhien .
JOURNAL OF SEED SCIENCE, 2016, 38 (02) :1-8
[6]  
Bichoff R. S., 2018, Australian Journal of Crop Science, V12, P168, DOI 10.21475/ajcs.18.12.01.pne908
[7]  
BRASIL. Ministerio da Agricultura Pecuaria e Abastecimento, 2008, NORM PADR COM SEM ES
[8]   Physiological Responses of Leucaena leucocephala Seedlings to Drought Stress [J].
Chen Yige ;
Chen Fangqing ;
Liu Lei ;
Zhu Shunbo .
2012 INTERNATIONAL CONFERENCE ON MODERN HYDRAULIC ENGINEERING, 2012, 28 :110-116
[9]   Radiographic image analysis of Anacardium othonianum Rizz (anacardiaceae) achenes subjected to desiccation [J].
da Silva, Lilian Abadia ;
Sales, Juliana de Fatima ;
Gomes Neves, Jose Maria ;
dos Santos, Heloisa Oliveira ;
Silva, Glicelia Pereira .
ACTA SCIENTIARUM-AGRONOMY, 2017, 39 (02) :235-244
[10]   Use of image analysis techniques to determine the embryo size of Senna multijuga (Rich.) seeds and its relation to germination and vigor [J].
de Marchi, Jose Luis ;
Gomes Junior, Francisco Guilhien .
JOURNAL OF SEED SCIENCE, 2017, 39 (01) :13-19