Yield prediction of ‘Prata Anã’ and ‘BRS Platina’ banana plants by artificial neural networks<sup>1</sup>

Guimarães, Bruno Vinícius Castro; Donato, Sérgio Luiz Rodrigues; Aspiazú, Ignacio; Azevedo, Alcinei Mistico

doi:10.1590/1983-40632021v5166008

Bruno Vinícius Castro Guimarães

Instituto Federal do Amazonas, São Gabriel da Cachoeira, AM, Brasil. E-mail: bvinicius20@yahoo.com.br

https://orcid.org/0000-0003-2585-8794

Sérgio Luiz Rodrigues Donato

Instituto Federal Baiano, Guanambi, BA, Brasil. E-mail: sergio.donato@ifbaiano.edu.br

https://orcid.org/0000-0002-7719-4662

Ignacio Aspiazú

Universidade Estadual de Montes Claros, Janaúba, MG, Brasil. E-mail: ignacio.aspiazu@unimontes.br

https://orcid.org/0000-0002-0042-3324

Alcinei Mistico Azevedo

Universidade Federal de Minas Gerais, Montes Claros, MG, Brasil. E-mail: alcineimistico@hotmail.com

https://orcid.org/0000-0001-5196-0851

Figures (4)
Tables (2)

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Figure 1
Estimates of mean square error (MSE) (A and C) and coefficient of determination (R²) (B and D) obtained considering different numbers of neurons in the intermediate layer (NNIL) for the ‘Prata-Anã’ and ‘BRS Platina’ banana cultivars. Deviations refer to the lower and upper limits to the 95 % confidence level obtained by bootstrap, with 10,000 simulations.

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Figure 2
Graphical representation of the yield prediction quality of ‘Prata-Anã’ and ‘BRS Platina’ bananas by artificial neural networks for the validation sample considering all the evaluated characters (A) and relative information (B) obtained by the Garson (1991)GARSON, G. D. Interpreting neural network connection weights. International Journal of Artificial Intelligence and Expert Systems, v. 6, n. 1, p. 47-51, 1991. method for the agronomic parameters. PH: plant height; PPSL, PP30 and PP100: perimeter of the pseudostem at the soil level, at 30 cm and 100 cm, respectively; NLH: number of live leaves at harvest; SM, SL and SD: stalk mass, length and diameter, respectively; NH and NFR: number of hands and fruits, respectively; RSBM: ratio between the stalk and bunch masses; ABM: average bunch mass (kg plant^-1). Deviations refer to 95 % confidence intervals, obtained by the BCa bootstrap, with 10,000 simulations.

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Figure 3
Prediction of ‘Prata-Anã’ and ‘BRS Platina’ bananas yield (kg plant^-1) by means of agronomic characteristics (PP30 and PP100: pseudostem perimeter at 30 and 100 cm from the ground, respectively; NH: number of hands) (A), relative information (B) obtained by the Garson (1991)GARSON, G. D. Interpreting neural network connection weights. International Journal of Artificial Intelligence and Expert Systems, v. 6, n. 1, p. 47-51, 1991. method and topology of the network (C) with two and three neurons in the intermediate layer, for the respective genotypes, by artificial neural networks. Deviations refer to 95 % confidence intervals, obtained by the BCa bootstrap, with 10,000 simulations.

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Figure 4
Models for predicting the ‘Prata-Anã’ bananas yield (kg plant^-1) by artificial neural networks, considering the characteristics with the highest relative information (A), the highest correlations (B) and the models based only on the variables of easy measurement in the field (C), for the ‘Prata-Anã’ and ‘BRS Platina’ cultivars. PH: plant height; PPSL: perimeter of the pseudostem at the soil level; SD: stalk diameter; NFR: number of fruits.

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Table 1
Descriptive analysis of vegetative and productive characters.

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Table 2
Pearson’s correlation estimates between vegetative and productive traits for ‘Prata-Anã’ and ‘BRS Platina’ bananas.

‘Prata Anã’
	PH	PPSL	PP30	PP100	NLH	SM	SL	SD	NH	NFR	RSBM	ABM	BM	HM
MIN	250.00	74.00	65.00	48.00	9.00	1.13	20.00	38.00	9.00	123.00	7.48	1.34	13.38	12.06
MED	335.24	112.77	98.80	78.01	13.89	2.84	38.61	73.28	10.94	182.88	10.64	2.17	26.62	23.79
MAX	418.00	138.00	122.00	96.00	19.00	5.20	74.00	86.00	13.00	238.00	15.72	3.32	40.10	36.49
SD	34.69	14.25	11.45	9.14	2.25	0.79	8.94	8.15	1.20	26.15	1.74	0.39	6.09	5.46
CV (%)	10.35	12.63	11.59	11.72	16.21	27.93	23.16	11.13	10.97	14.30	16.31	18.02	22.88	22.95

‘BRS Platina’
	PH	PPSL	PP30	PP100	NLH	SM	SL	SD	NH	NFR	RSBM	ABM	BM	HM
MIN	250.00	74.00	51.00	52.00	6.00	1.58	28.00	42.00	7.00	77.00	5.69	1.33	10.88	9.28
MEAN	348.14	107.78	92.93	72.33	10.84	2.56	43.08	68.51	8.34	128.61	10.74	2.59	24.14	21.59
MAX	462.00	131.00	114.00	91.00	16.00	3.77	73.00	81.00	12.00	191.00	16.63	4.78	40.58	38.27
SD	34.16	10.29	9.39	7.67	1.88	0.56	8.10	6.69	0.97	21.35	1.69	0.51	5.42	5.04
CV (%)	9.81	9.54	10.11	10.61	17.36	21.72	18.80	9.76	11.64	16.60	15.70	19.69	22.46	23.35

Pearson’s correlations
‘Prata-Anã’
	PH	PPSL	PP30	PP100	NLH	SM	SL	SD	NH	NFR	RSBM	ABM	BM	HM
PH	1.00	0.72^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.68^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.69^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.26^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.57^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.33^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.39^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.58^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.58^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.12^ns	0.48^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.64^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.63^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.
PPSL	0.72^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00	0.94^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.89^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.41^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.68^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.36^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.58^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.76^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.79^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.11^ns	0.51^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.76^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.75^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.
PP30	0.68^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.94^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00	0.91^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.39^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.64^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.30^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.57^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.73^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.76^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.11^ns	0.46^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.70^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.69^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.
PP100	0.69^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.89^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.91^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00	0.32^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.65^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.32^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.56^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.67^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.72^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.16^ns	0.47^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.69^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.67^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.
NLH	0.26^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.41^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.39^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.32^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00	0.29^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.09^ns	0.29^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.35^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.37^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.01^ns	0.24^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.35^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.35^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.
SM	0.57^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.68^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.64^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.65^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.29^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00	0.50^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.78^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.71^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.74^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.57^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.57^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.82^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.77^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.
SL	0.33^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.36^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.30^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.32^ns	0.09^ns	0.50^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00	0.15^ns	0.24^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.26^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.43^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.28^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.35^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.32^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.
SD	0.39^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.58^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.57^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.56^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.29^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.78^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.15^ns	1.00	0.63^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.64^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.38^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.48^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.69^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.66^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.
NH	0.58^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.76^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.73^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.67^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.35^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.71^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.24^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.63^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00	0.95^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.22^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.28^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.70^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.68^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.
NFR	0.58^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.79^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.76^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.72^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.37^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.74^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.26^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.64^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.95^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00	0.22^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.36^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.74^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.72^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.
RSBM	0.12^ns	0.11^ns	0.11^ns	0.16^ns	0.01^ns	0.57^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.43^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.38^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.22^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.22^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00	-0.22^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.02^ns	-0.06^ns
ABM	0.48^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.51^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.46^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.47^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.24	0.57^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.28^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.48^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.28^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.36^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.22^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00	0.87^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.88^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.
BM	0.64^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.76^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.70^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.69^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.35^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.82^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.35^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.69^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.70^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.74^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.02^ns	0.87^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00	1.00^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.
HM	0.63^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.75^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.69^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.67^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.35^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.77^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.32^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.66^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.68^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.72^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.06^ns	0.88^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00

‘BRS Platina’
	PH	PPSL	PP30	PP100	NLH	SM	SL	SD	NH	NFR	RSBM	ABM	BM	HM
PH	1.00	0.59^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.55^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.65^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.30^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.45^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.03^ns	0.47^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.29^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.41^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.12^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.41^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.49^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.48^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.
PPSL	0.59^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00	0.78^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.84^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.56^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.66^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.07^ns	0.72^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.57^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.71^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.20^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.58^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.75^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.73^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.
PP30	0.55^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.78^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00	0.80^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.48^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.51^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.11^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.74^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.51^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.66^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.22^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.49^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.64^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.63^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.
PP100	0.65^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.84^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.80^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00	0.52^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.66^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.02^ns	0.68^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.62^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.74^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.18^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.54^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.74^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.73^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.
NLH	0.30^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.56^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.48^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.52^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00	0.35^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.17^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.47^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.51^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.59^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.31^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.39^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.53^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.53^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.
SM	0.45^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.66^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.51^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.66^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.35^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00	0.45^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.66^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.39^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.53^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.31^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.57^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.71^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.65^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.
SL	0.03^ns	0.07^ns	-0.11^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.02^ns	-0.17^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.45^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00	-0.01^ns	-0.18^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.14^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.51^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.13^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.08^ns	0.04^ns
SD	0.47^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.72^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.74^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.68^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.47^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.66^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.01^ns	1.00	0.58^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.68^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.11^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.49^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.68^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.66^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.
NH	0.29^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.57^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.51^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.62^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.51^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.39^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.18^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.58	1.00	0.90^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.32^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.21^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.60^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.60^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.
NFR	0.41^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.71^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.66^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.74^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.59^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.53^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.14^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.68	0.90^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00	-0.36^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.41^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.74^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.73^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.
RSBM	-0.12^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.20^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.22^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.18^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.31^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.31^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.51^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.11	-0.33^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.36^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00	-0.44^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.42^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.49^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.
ABM	0.41^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.58^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.49^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.54^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.39^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.57^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.13^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.49^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.21^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.41^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.44^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00	0.90^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.90^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.
BM	0.49^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.75^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.64^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.74^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.53^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.71^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.08^ns	0.68^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.60^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.74^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.42^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.90^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00	1.00^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.
HM	0.48^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.73^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.64^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.73^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.53^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.65^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.04^ns	0.66^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.60^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.73^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.49^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.90^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00

[TFN1] PH: plant height; PPSL: perimeter of the pseudostem at the soil level; PP30: perimeter of the pseudostem at 30 cm; PP100: perimeter of the pseudostem at 100 cm; NLH: number of leaves at harvest; SM: stalk mass; SL: stalk length; SD: stalk diameter; NH: number of hands; NFR: number of fruits; RSBM: ratio between the stalk and bunch masses; ABM: average bunches mass; BM: bunch mass; HM: hands mass; MIN: minimum values; MEAN: mean values; MAX: maximum values; SD: standard deviation; CV: coefficient of variation.

Pearson’s correlations
‘Prata-Anã’
	PH	PPSL	PP30	PP100	NLH	SM	SL	SD	NH	NFR	RSBM	ABM	BM	HM
PH	1.00	0.72^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.68^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.69^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.26^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.57^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.33^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.39^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.58^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.58^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.12^ns	0.48^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.64^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.63^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.
PPSL	0.72^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00	0.94^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.89^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.41^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.68^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.36^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.58^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.76^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.79^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.11^ns	0.51^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.76^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.75^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.
PP30	0.68^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.94^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00	0.91^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.39^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.64^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.30^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.57^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.73^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.76^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.11^ns	0.46^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.70^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.69^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.
PP100	0.69^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.89^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.91^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00	0.32^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.65^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.32^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.56^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.67^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.72^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.16^ns	0.47^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.69^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.67^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.
NLH	0.26^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.41^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.39^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.32^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00	0.29^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.09^ns	0.29^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.35^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.37^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.01^ns	0.24^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.35^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.35^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.
SM	0.57^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.68^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.64^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.65^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.29^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00	0.50^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.78^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.71^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.74^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.57^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.57^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.82^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.77^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.
SL	0.33^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.36^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.30^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.32^ns	0.09^ns	0.50^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00	0.15^ns	0.24^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.26^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.43^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.28^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.35^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.32^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.
SD	0.39^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.58^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.57^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.56^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.29^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.78^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.15^ns	1.00	0.63^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.64^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.38^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.48^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.69^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.66^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.
NH	0.58^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.76^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.73^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.67^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.35^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.71^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.24^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.63^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00	0.95^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.22^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.28^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.70^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.68^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.
NFR	0.58^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.79^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.76^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.72^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.37^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.74^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.26^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.64^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.95^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00	0.22^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.36^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.74^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.72^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.
RSBM	0.12^ns	0.11^ns	0.11^ns	0.16^ns	0.01^ns	0.57^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.43^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.38^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.22^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.22^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00	-0.22^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.02^ns	-0.06^ns
ABM	0.48^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.51^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.46^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.47^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.24	0.57^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.28^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.48^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.28^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.36^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.22^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00	0.87^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.88^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.
BM	0.64^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.76^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.70^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.69^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.35^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.82^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.35^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.69^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.70^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.74^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.02^ns	0.87^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00	1.00^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.
HM	0.63^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.75^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.69^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.67^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.35^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.77^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.32^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.66^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.68^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.72^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.06^ns	0.88^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00

‘BRS Platina’
	PH	PPSL	PP30	PP100	NLH	SM	SL	SD	NH	NFR	RSBM	ABM	BM	HM
PH	1.00	0.59^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.55^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.65^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.30^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.45^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.03^ns	0.47^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.29^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.41^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.12^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.41^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.49^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.48^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.
PPSL	0.59^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00	0.78^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.84^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.56^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.66^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.07^ns	0.72^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.57^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.71^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.20^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.58^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.75^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.73^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.
PP30	0.55^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.78^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00	0.80^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.48^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.51^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.11^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.74^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.51^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.66^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.22^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.49^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.64^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.63^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.
PP100	0.65^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.84^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.80^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00	0.52^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.66^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.02^ns	0.68^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.62^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.74^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.18^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.54^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.74^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.73^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.
NLH	0.30^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.56^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.48^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.52^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00	0.35^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.17^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.47^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.51^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.59^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.31^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.39^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.53^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.53^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.
SM	0.45^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.66^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.51^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.66^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.35^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00	0.45^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.66^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.39^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.53^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.31^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.57^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.71^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.65^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.
SL	0.03^ns	0.07^ns	-0.11^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.02^ns	-0.17^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.45^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00	-0.01^ns	-0.18^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.14^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.51^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.13^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.08^ns	0.04^ns
SD	0.47^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.72^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.74^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.68^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.47^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.66^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.01^ns	1.00	0.58^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.68^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.11^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.49^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.68^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.66^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.
NH	0.29^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.57^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.51^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.62^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.51^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.39^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.18^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.58	1.00	0.90^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.32^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.21^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.60^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.60^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.
NFR	0.41^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.71^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.66^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.74^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.59^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.53^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.14^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.68	0.90^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00	-0.36^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.41^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.74^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.73^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.
RSBM	-0.12^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.20^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.22^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.18^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.31^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.31^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.51^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.11	-0.33^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.36^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00	-0.44^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.42^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.49^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.
ABM	0.41^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.58^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.49^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.54^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.39^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.57^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.13^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.49^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.21^* **, * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.41^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.44^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00	0.90^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.90^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.
BM	0.49^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.75^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.64^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.74^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.53^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.71^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.08^ns	0.68^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.60^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.74^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.42^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.90^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00	1.00^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.
HM	0.48^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.73^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.64^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.73^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.53^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.65^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.04^ns	0.66^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.60^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.73^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	-0.49^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	0.90^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00^ , * and ns: significant at 1 %, significant at 5 % and not significant (p > 0.05), respectively, by the t test.	1.00

Brasil

Brasil

Yield prediction of ‘Prata Anã’ and ‘BRS Platina’ banana plants by artificial neural networks¹

Predição da produtividade de bananeiras ‘Prata-Anã’ e ‘BRS Platina’ por redes neurais artificiais

ABSTRACT

Brasil

Brasil

Yield prediction of ‘Prata Anã’ and ‘BRS Platina’ banana plants by artificial neural networks1

Predição da produtividade de bananeiras ‘Prata-Anã’ e ‘BRS Platina’ por redes neurais artificiais

ABSTRACT

Yield prediction of ‘Prata Anã’ and ‘BRS Platina’ banana plants by artificial neural networks¹