Use of allometric models to estimate leaf area in Hymenaea courbaril L.

被引:11
作者
Camilo dos Santos, Jania Claudia [1 ]
Costa, Renato Nunes [1 ]
Ribeiro Silva, Dayane Mercia [1 ]
de Souza, Ademaria Aparecida [1 ]
Prado Moura, Flavia de Barros [1 ]
da Silva Junior, Jesse Marques [1 ]
Silva, Jose Vieira [1 ]
机构
[1] Fed Univ Alagoas UFAL, Postgrad Program Agr & Environm, POB 61,Av Manoel Severino Barbosa S-N, BR-57309005 Arapiraca, AL, Brazil
关键词
Estimation model; Forestry; Images; Non-destructive method; LINEAR MEASUREMENTS; INDEX; EGGPLANT; FOREST; LEAVES; LENGTH; TREES; NET;
D O I
10.1007/s40626-016-0072-8
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
The indirect estimation of leaf area (LA) in plants using non-destructive methods is a useful tool in the biological and agronomic studies, to determining the size of the capture apparatus of light energy by plants. This study aimed to determine equations that better estimate the LA of Hymenaea courbaril L. using the non-destructive methods based on leaf maximum measurements (length and width). In addition, we intended to check the accuracy of LA reading when compared with destructive methods obtained by the image analysis software (ImageJ(A (R))) and leaf area meter (LI-3100 Li-Cor). About 1000 leaves were sampled from one year old plants. To validate the models, we used an extra sample of 500 leaves with distinct age, randomly selected and collected from different canopy levels of young and adult trees. The variability observed was extreme, with values of LA for each leaf ranging from 1650 to 14018 mm(2). The LA values obtained with the LI-3100 integrator were higher than those obtained by the ImageJ(A (R)) software at 2.7 % and with a high correlation between them. Among the models studied to estimate the LA based on non-destructive measurements, it can be said that linear and quadratic models as well as the ellipse formula can be safely used without differing significantly from the values obtained through the LI-3100 analyzer and ImageJ(A (R)) software. Thus, it is possible to use non-destructive measurements for estimating the LA of H. courbaril with accuracy using allometric models, as well as ensuring that the ImageJ(A (R)) software can replace the LI-3100 analyzer to determine the leaf area at the species investigated.
引用
收藏
页码:357 / 369
页数:13
相关论文
共 58 条
[1]  
Abrmoff MD., 2004, Image Processing with ImageJ, V11, P36, DOI DOI 10.1201/9781420005615.AX4
[2]  
Alzate Tamayo Luz María, 2008, Rev. Lasallista Investig., V5, P100
[3]  
[Anonymous], 1996, Applied Linear Regression Models
[4]  
[Anonymous], 2011, J BOT, DOI DOI 10.1155/2011/658240
[5]   Estimate of Ageratum conyzoides leaf area using leaf blade linear measurements [J].
Bianco, Silvano ;
Bianco, Matheus Saraiva ;
de Carvalho, Leonardo Bianco .
ACTA SCIENTIARUM-AGRONOMY, 2008, 30 (04) :519-523
[6]   Estimation of leaf area for greenhouse cucumber by linear measurements under salinity and grafting [J].
Blanco, FF ;
Folegatti, MV .
SCIENTIA AGRICOLA, 2005, 62 (04) :305-309
[7]   STATISTICAL METHODS FOR ASSESSING AGREEMENT BETWEEN TWO METHODS OF CLINICAL MEASUREMENT [J].
BLAND, JM ;
ALTMAN, DG .
LANCET, 1986, 1 (8476) :307-310
[8]   Interpreting reproductive allometry: Individual strategies of allocation explain size-dependent reproduction in plant populations [J].
Bonser, Stephen P. ;
Aarssen, Lonnie W. .
PERSPECTIVES IN PLANT ECOLOGY EVOLUTION AND SYSTEMATICS, 2009, 11 (01) :31-40
[9]   SELECTION OF REGRESSION MODELS FOR ESTIMATING LEAF AREA OF 'ROYAL GALA' AND 'FUJI SUPREMA' APPLE TREES UNDER HAIL NET AND IN OPEN SKY [J].
Bosco, Leosane Cristina ;
Bergamaschi, Homero ;
Cardoso, Loana Silveira ;
de Paula, Viviane Aires ;
Casamali, Bruno .
REVISTA BRASILEIRA DE FRUTICULTURA, 2012, 34 (02) :504-514
[10]   Simple and accurate allometric model for leaf area estimation in Vitis vinifera L. genotypes [J].
Buttaro, D. ;
Rouphael, Y. ;
Rivera, C. M. ;
Colla, G. ;
Gonnella, M. .
PHOTOSYNTHETICA, 2015, 53 (03) :342-348