Printer Friendly

Morphological characterization and analysis of genetic variability among pepper accessions/Caracterizacao morfologica e analise da variabilidade genetica entre acessos de pimenta.


The genus Capsicum includes the peppers and chilies, has a great nutritional and economic value, and is widely grown in the whole world (HILL et al., 2013). Brazil is a diversity center for the genus, housing domesticated, semi-domesticated and wild species (MOSCONE et al., 2007).

The species of the Capsicum genus have great variability in its main morphological characters, such as form, size, color and position of flowers and fruits. Pepper plants are preferably autogamous, diploid with 2n = 2x = 24 or 2n = 2x = 26 chromosomes and have pungency as a marking characteristic, which is attributed to the alkaloid substances, more specifically the capsaicinoids (MOSCONE et al., 2007).

Pepper fruits are present in the cuisine of most countries and the wide diversity of the genus results in multiple uses, as dry fruits for consumption in natura, or dried for the processing in powder or extracts (ALBRECHT et al., 2012). Growth of pepper is important both for profitability, mainly when the producer adds value to the product and for its social importance in high labor employment (REGO et al., 2011). Knowledge of the genetic diversity present among the accessions has great importance for the management and use of the germplasm in the genetic improvement of species. Variability presented by the individuals constitutes the genetic resources, whose characterization and evaluation are essential for plant breeding projects (SUDRE et al., 2005). According to NEITZKE et al. (2010) the increase of these activities must be a priority among the strategies of approach to and management of the genetic resources in Brazil.

For the peppers there is little availability of scientific information on its morphology and other characters that give quality to produce, evidencing the lack of improved varieties. Many species of the Capsicum genus, are still poorly worked, from genetic improvement point of view (RODRIGUES et al., 2012).

GONCALVES et al. (2008) decribed that the characterization can be morphological, phenotipical reproductive, biochemical, cytogenetic or molecular. In this context, studies with morphological markers make significant contributions to the understanding of the genetic diversity. There is a need to study the agrobiodiversity and best use of the genotype's potential, so this research had the objective of characterizing, by means of morphological descriptors, 30 accessions of the active germplasm bank of Capsicum of the Instituto Federal do Espirito Santo, Campus de Alegre.


The fruits of pepper were collected in rural properties, markets and fairs located in the south regions of the Espirito Santo State, in the municipalities of Alegre, Cachoeiro de Itapemirim and Venda Nova do Imigrante, totaling 30 accessions. Seeds of the collected fruit were planted in 5L pots and later, after 90 days of plantation, the morphological characterization of the accessions was carried out. The plants were conducted under field conditions following the recommendations of FILGUEIRA (2008) for pepper culture.

Accessions were characterized by the following morpho-agronomical descriptors: form of fruits (FRF), plant height (PH), diameter of the cup (DC), fruit length (FRL), fruit diameter (FRD), number of seeds per fruit (NS), number of locules per fruit (NL), stem width (SW), leaf width (LW) and leaf length (LL).

For the morphological characterization, six repetitions of each accession were used; totaling 180 plants grown in the nursery of the Instituto Federal do Espirito Santo, Campus Alegre. The experimental design for the analysis of the variances of each character was completely randomized. For the comparison among the averages of the accessions the SCOTT-KNOTT (1974) grouping criteria at 1% probability was used.

In the multivariate analysis, the genetic divergence among the accessions was determined by the Tocher (RAO, 1952) method. The identification of the importance of the characters was done based on the Singh (SINGH, 1981) method.

The statistical-genetic analyses were carried out with the aid of the Genes program (CRUZ, 2008). Grouping of accessions was obtained by the Unweighted Paired Group Method using Arithmetic averages (UPGMA) method.


A great phenotypic variability for the ten characters studied was evidenced. Taking into account the format standards (Table 1) and the morphological characteristics assessed (number of seeds, stem width, fruit length, fruit diameter, number of locules, height of the plant, diameter of the cup, width of the leaf and length of the leaf) it was observed that the pepper accessions present great variation. Measurements that presented significant differences among them were obtained in all the characters (Table 2), being these grouped by the Scott e Knott test (SCOTT & KNOTT, 1974) at a level of significance of 1% probability. Other studies on the variability and genetic parameters in Capsicum, using morphological markers are described in the literature (BENTO et al., 2007; FINGER et al., 2010; NEITZKE et al., 2010; REGO et al., 2011; DOMENICO et al., 2012; SILVA NETO et al., 2014).

Greater number of classes was observed for the plant height characteristic, totaling eight, followed by the diameter of the fruit character for which seven classes were reported (Table 2). The number of classes evidenced a good genetic variety for those characteristics. For the number of seeds, leaf diameter, and leaf length characters, a smaller number of classes were observed, only three for each characteristic. Studies carried out by SUDRE et al. (2005) confirmed that the characteristics with greater number of classes were: length and diameter of the fruit. Diverging results were obtained by NEITZKE et al. (2010) who described a greater number of classes for the length of the fruit character and smaller for plant height. SILVA NETO et al. (2014) confirmed that the characteristics that present greater variability were diameter of the stem and diameter of the cup with thirteen and eight groups respectively.

As for the variation coefficient (CV) a maximum value of 44,25 was obtained for the number of seeds character and a minimum value of 11,22 for diameter of the stem, being these considered rather satisfactory for the descriptors used. Results obtained in this for the CV were more favorable than those obtained in other studies with pepper (BENTO et al., 2007; NEITZKE et al., 2010; DOMENICO et al., 2012), which evidences a great genetic variability of the genotypes studied.

For the number of seeds (NS), the maximum and minimum of the averages were 51 seeds for the IFES 6 accession and six for the IFES 21 accession respectively, being the general average 25.02 (Table 2). REGO et al. (2011) obtained higher average values for the number of seeds per fruit, varying between 8 and 144 seeds; however, authors characterized accessions previously selected in higher numbers than those of this study totaling 69 which may explain said higher variation obtained.

The characteristic width of the stem (SW) had a maximum average of 0.76mm for the IFES 27 accession and a minimum of 0.36mm the IFES 11, with a general average of 0.62mm. SILVA NETO et al. (2014) observed similar values when characterizing C. annuum plants of ornamental potential of a [F.sub.2] generation. According to the same authors, thicker stems are of interest to the improvement since plants with very thin stems tend to bed and lose their commercial value.

With respect to the length of the fruit (FRL), an average of 2.34cm was obtained with a maximum value of 5.5cm for the IFES 13 accession and a minimum of 0.71 for the IFES 4 accession. JARRET & BERKE (2008) observed a variation of 0.8cm to 11.4cm. DOMENICO et al. (2012) reported values of 2.1cm to 7.7cm. For the diameter of the fruit (FRD) a greater variability was detected, having seven classes been identified, with a maximum average of 3.75cm for the IFES 8 accession, and minimum of 0.3cm for the IFES 21 and general average for the character of 1.60cm. FONSECA et al. (2008) obtained averages that vary between 0.7cm and 2.5cm, while, DOMENICO et al. (2012) observed a smaller variation of 1.1cm to 2.5cm for this characteristic.

With respect to the variable number of locules (NL) a general average of 2.72 was confirmed and as expected there was low variability for this character, the fruits had between two and four locules, obtaining a maximum average of four locules for the IFES 7, IFES 8 and IFES 10 accessions. Similarly, REGO et al. (2011) when characterizing 69 accessions of Capsicum reported a variation between two and four locules.

In the determination of the plant height (PH), it was observed that the maximum and minimum values were between 18.00cm and 88.50cm, with an average of 54.29cm. The IFES 23 accession presented the highest average and the IFES 11 accession the lowest. NEITZKE et al. (2010) obtained values similar to those observed in this research, varying between 15.03cm and 78.40cm in plant height. The diameter of the cup (DC) presented a general average of 64.84cm, with the lowest average for the IFES 11 accession (33.66cm) and the for the highest IFES 17 accession (92.33cm). In the management of germplasm banks, especially in the regeneration and multiplication of the accessions stages, this character aids in the choosing of more adequate spacing with respect to the diameter of the cup of each accession (BENTO et al., 2007).

For the foliar characteristics, width (LW) and length (LL), averages of 3.73cm and 6.45cm respectively were detected. The width varied between 2.23cm and 6.71cm and the length between 3.00cm and 10.26cm. The IFES 27 accession presented the greatest width and length, while the IFES 2 accession presented the lower averages for both plant characteristics. SILVA NETO et al. (2014) detected a variation of 1.36cm to 2.33 cm for the width of the leaf, and of 2.9cm to 5.27cm for the length of the leaf. In the classification of the fruits with respect to shape (FRF), the predominant shape was the Elongated (43,33%), in addition to the occurrence of other shapes of lower proportions, triangular (23.34%), round (16.66%), square (10.00%) and campanulate (6.67%). In agreement with the results obtained, JARRET & BERKE (2008), when evaluating the accessions of C. annuum also reported predominance of the Elongated shape.


Most distant genotypes are the IFES 11 and IFES 23 accessions, with a distance of 162.48, while the IFES 22 and IFES 26 accessions were considered the closest with a distance of 3.60. The grouping of the genotypes by means of the Tocher method resulted in the formation of eight groups (Figure 1). Group I holds eleven accessions, being that the largest group (characterized for having a high number of seeds, diameter of the stem and diameter of the cup). Group II, formed by one accession, IFES 2 (was differentiated for having a smaller foliar width and length). Group III was formed by two accessions (characterized by low caliber stems, average length and diameter of the fruit and average diameter of the cup). Group IV was represented by six accessions (lower number of seeds, low values for length and diameter of the fruit and two locules were observed). In this group were placed the accessions with ornamental characteristics, small fruit with different colors.

In group V two accessions were placed (that have small dark red fruit with leaves large in length as common characteristics). Group VI, composed by four accessions (largest fruit lengths and high average height of the pepper plants). Groups VII and VIII, composed of two accessions each, grouped the fruits of greater diameter in one and plants with lower average height in the other.

In this investigation it was not possible to confirm the correlation between genetic diversity, based on the study of morphological attributes, and place of origin of the accessions given that in the same group were arranged genotypes collected in rural properties and markets of different municipalities, Alegre, Cachoeiro de Itapemirim and Venda Nova do Imigrante, in the Espirito Santo state. In agreement with this study, other studies with different oleraceous plants also described not having correlation (GONCALVES et al., 2008; REGO et al., 2011; MOULIN et al., 2012).

The estimate of the relative contribution of each character in the expression of the genetic divergence, based on the Singh method (1981), indicated that the diameter of the fruit (20.19 %), followed by height of the plant (19.46%), cup diameter, (14.91%) and length of the fruit (14.57%) were the characters that most contributed to the total divergence (69.13%) among the 30 pepper accessions (Table 3).

Width and length of the leaf were the ones which least contributed, representing a percentage of 3.65% and 2.68% respectively. DOMENICO et al. (2012), working with nine accessions of C. chinense, verified that length of the fruit (24.2%) and productivity (23.8%) were the characters that most contributed to the genetic divergence. SILVA NETO et al. (2014), when characterizing a population of C. annuum, observed that diameter of the stem (68.97%) and diameter of the cup (9.22%) were the characteristics that contributed most.


The morpho-agronomic characterization was efficient in estimating the genetic diversity of accessions, evidencing great divergence and being this an important tool for improvement, providing the best knowledge and use of the accessions. All the accessions were considered different which allowed disregarding a hypothesis of duplicates.

Correlation between the genetic distance and the origin of accessions was not observed, which can be a reflection of the common practice of exchanging peppers among rural producer.


To Fundacao de Apoio a Pesquisa e Estudo na Area de Saude (FAPES), for the grant of aid and scholarship for the development of this research and to Instituto Federal do Espirito Santo (IFES) for the financial support destined to the article translation.


ALBRECHT, E. et al. Genetic diversity and population structure of Capsicum baccatum genetic resources. Genetic Resources and Crop Evolution, v.59, n.7, p.517-538, 2012. Available from: <http://link.springer. com/article/10.1007%2Fs10722-011-9700-y#page-1>. Accessed: May 22, 2015.

BENTO, C.S. et al. Descritores qualitativos e multicategoricos na estimativa da variabilidade fenotipica entre acessos de pimentas. Scientia Agraria (UFPR), v.8, n.3, p.147-154, 2007. Available from: < viewFile/8379/6661>. Accessed: Oct. 8, 2014.

CRUZ, C.D. Programa genes (versao Windows): aplicativo computacional em genetica e estatistica. Vicosa: UFV, 2008. Available from: <>. Accessed: May 24, 2015.

DOMENICO, C.I. et al. Caracterizacao agronomica e pungencia em pimenta de cheiro. Horticultura Brasileira, v.30, n.2, p.466-472, 2012. Available from: < php?pid=S0102-05362012000300018&script=sci_arttext>. Accessed: May 22, 2015.

FILGUEIRA, F. A.R. Novo manual de olericultura: agrotecnologia moderna na producao e comercializacao de hortalijas. Vicosa: UFV, 2008. 412p.

FINGER, F.L. et al. Genetic diversity of Capsicum chinensis (Solanaceae) accessions based on molecular markers and morphological and agronomic traits. Genetics and Molecular Research, v.9, p.1852-1864, 2010. Available from: <http://>. Accessed: Sept. 05, 2015.

FONSECA, R.M. et al. Morphologic characterization and genetic diversity of Capsicum chinense Jacq. accessions along the upper Rio Negro--Amazonas. Crop Breeding and Applied Biotechnology, v.8, p.187-194, 2008. Available from: <http:// pdf>. Accessed: May 24, 2015.

GONCALVES, L.S.A. et al. Divergencia genetica em tomate estimada por marcadores RAPD em comparacao com descritores multicategoricos. Horticultura Brasileira, v.26, n.3, p.364-370, 2008. Available from: < php?pid=S0102-05362008000300014&script=sci_arttext>. Accessed: Oct. 8, 2014.

HILL, T.A. et al. Characterization of Capsicum annuum genetic diversity and population structure based on parallel polymorphism discovery with a 30K unigene pepper genechip. Plos One, v.8, p.1-16, 2013. Available from: < article?id=10.1371/journal.pone.0056200>. Accessed: May 24, 2015.

JARRET, R.L.; BERKE, T. Variation for fruit morphological characteristics in a Capsicum chinense Jacq. germplasm collection. HortScience, v. 43, n.2, p.1694-1697, 2008. Available from: <>. Accessed: May 22, 2015.

MOSCONE, E.A. et al. The evolution of the chili pepper (Capsicum --Solanaceae): a cytogenetic perspective. Acta Horticulture, v.745, n 4, p.137-169, 2007.

MOULIN, M.M. et al. Collection and morphological characterization of sweet potato landraces in north of Rio de Janeiro state. Horticultura Brasileira, v.30, n.2, p.4051, 2012. Available from: < php?pid=S0102-05362012000200017&script=sci_arttext>. Accessed: Aug. 28, 2014.

NEITZKE, R.S. et al. Dissimilaridade genetica entre acessos de pimenta com potencial ornamental. Horticultura Brasileira, v.28, n.4, p.47-53, 2010. Available from: < scielo.php?script=sci_arttext&pid=S0102-05362010000100009>. Accessed: Oct. 8, 2014.

RODRIGUES, R. et al. Combining ability and heterosis for agronomic traits in chili pepper. Horticultura Brasileira, v.30, n.2, p.226-233, 2012. Available from: < hb/v30n2/v30n2a08.pdf>. Accessed: Oct. 8, 2014.

SCOTT, A.J; KNOTT, M.A. Cluster analysis methods for grouping means in the analysis of variance. Biometrics, v.30, p.507-512, 1974. Available from: < pdfXz71qDkDx1.pdf>. Accessed: Oct. 8, 2014.

SILVA NETO, J.J. et al. Variabilidade em populacao base de pimenteiras ornamentais (Capsicum annuum L.). Revista Ceres, v.61, n.1, p.084-089, 2014. Available from: < scielo.php?pid=S0034-737X2014000100011&script=sci_arttext>. Accessed: Jan. 18, 2015.

SINGH, D. The relative importance of characters affecting genetic divergence. Indian Journal of Genetic and Plant Breeding, v.41, p.237-245, 1981.

SUDRE, C.P. et al. Divergencia genetica entre acessos de pimenta e pimentao utilizando tecnicas multivariadas. Horticultura Brasileira, v.23, n.1, p.22-27, 2005. Available from: <http://www.>. Accessed: May 22, 2015.

RAO, R.C. Advanced statistical methods in biometric research. New York: J, 1952. 330p.

REGO, E.R. et al. Morphological and chemical characterization of fruits of Capsicum spp. accessions. Horticultura Brasileira, v.29, n.2, p.364-371, 2011. Available from: < scielo.php?pid=S0102-05362011000300018&script=sci_arttext>. Accessed: May 02, 2015.

Paola Alvares Bianchi (I) Iris Petronilia Dutra (I) Monique Moreira Moulin (I) * Jardel Oliveira Santos (II) Alexandre Cristiano Santos Junior (I)

(I) Instituto Federal do Espirito Santo (IFES), 29500-000, Alegre, ES, Brasil. E-mail: * Corresponding author.

(II) Universidade Federal do Maranhao (UFMA), Chapadinha, MA, Brasil.

Received 06.08.15 Approved 09.22.15 Returned by the author 04.19.16 CR-2015-0825.R1
Table 1--List of 30 pepper accessions originating from the active
germplasm bank of the Instituto Federal do Espirito Santo, Campus
Alegre, including the place of origin and the fruit form.

Number of                    Origin                     Form of the
accession                                                  fruit

IFES 01     Rural property in Alegre                    Elongated

IFES 02     Rural property in Alegre                    Elongated

IFES 03     Rural property in Alegre                    Elongated

IFES 04     Rural property in Alegre                    Round

IFES 05     Rural property in Alegre                    Square

IFES 06     Rural property in Alegre                    Triangular

IFES 07     Rural property in Alegre                    Elongated

IFES 08     Rural property in Alegre                    Round

IFES 09     Rural property in Alegre                    Elongated

IFES 10     Rural property in Alegre                    Elongated

IFES 11     Rural property in Venda Nova do Imigrante   Triangular

IFES 12     Rural property in Venda Nova do Imigrante   Elongated

IFES 13     Rural property in Venda Nova do Imigrante   Elongated

IFES 14     Rural property in Venda Nova do Imigrante   Round

IFES 15     Business establishment de Cachoeiro de      Campanulate

IFES 16     Business establishment in Cachoeiro de      Triangular

IFES 17     Business establishment in Cachoeiro de      Triangular

IFES 18     Business establishment in Cachoeiro de      Elongated

IFES 19     Business establishment in Cachoeiro de      Elongated

IFES 20     Business establishment in Alegre            Triangular

IFES 21     Business establishment in Alegre            Round

IFES 22     Business establishment in Venda Nova do     Round

IFES 23     Business establishment in Venda Nova do     Square

IFES 24     Business establishment in Venda Nova do     Campanulate

IFES 25     Business establishment in Venda Nova do     Elongated

IFES 26     Rural property in Venda Nova do Imigrante   Elongated

IFES 27     Rural property in Venda Nova do Imigrante   Triangular

IFES 28     Rural property in Venda Nova do Imigrante   Triangular

IFES 29     Rural property in Venda Nova do Imigrante   Elongated

IFES 30     Rural property in Venda Nova do Imigrante   Square

Table 2--Averages (1) of the 30 accessions of pepper with
respect to nine morphological characters.

Genotype   NS (un)   WS (mm)   LFR (cm)   DFR (cm)   NL (un)

IFES 1     15.5c     5.94b     2.15e      0.58g      2.00d
IFES 2     20.5c     6.09b     1.96e      2.30c      3.66a
IFES 3     21.1c     7.23a     1.31f      1.21e      2.00d
IFES 4     18.33c    6.10b     0.71f      1.41e      3.33b
IFES 5     28.16b    4.95c     2.48d      1.50e      2.16d
IFES 6     51.00a    6.34b     2.63d      3.28b      3.50b
IFES 7     23.33c    3.78d     1.91e      1.86e      4.00a
IFES 8     48.00a    6.21b     2.95c      3.75a      4.00a
IFES 9     19.00c    7.24a     1.88e      2.46c      3.50b
IFES 10    12.50c    5.51b     3.80b      3.05b      4.00a
IFES 11    12.16c    3.56d     1.15f      1.51e      2.33c
IFES 12    28.00b    6.38b     2.25d      2.10d      3.16b
IFES 13    31.83b    6.60b     5.50a      1.06f      2.16d
IFES 14    11.33c    7.24a     1.78e      0.71g      2.00d
IFES 15    16.33c    6.33b     1.83e      0.61g      2.00d
IFES 16    42.66a    6.10b     3.73b      1.38e      2.83b
IFES 17    20.83c    6.55b     4.06b      0.98f      2.00d
IFES 18    12.00c    6.70a     1.63e      0.58g      2.00d
IFES 19    22.50c    6.12b     1.70e      1.18e      2.33c
IFES 20    19.83c    6.07b     1.86e      1.70e      2.00d
IFES 21    6.00c     7.16a     1.00f      0.30g      2.00d
IFES 22    27.83b    6.49b     2.51d      1.45e      2.16d
IFES 23    32.5b     5.32c     3.80b      1.00f      2.66c
IFES 24    20.16c    7.06a     1.06f      1.36e      3.00b
IFES 25    11.16c    6.80a     1.75e      0.46g      2.16d
IFES 26    31.5b     6.66b     1.91e      1.26e      2.66c
IFES 27    45.33a    7.64a     2.70d      2.43c      3.00d
IFES 28    28.50b    6.78a     2.03e      1.95d      2.50d
IFES 29    41.00a    3.83d     2.65d      1.78e      3.16b
IFES 30    31.66b    7.48a     3.56b      2.75c      3.33b
Averages   25.02     6.21      2.34       1.60       2.72
CV %       44.25     11.22     25.55      25.32      15.13

Genotype   HP (cm)   DC (cm)   WL (cm)   LL (cm)

IFES 1     35.00g    43.66e    3.95b     8.76a
IFES 2     37.16g    83.00a    2.23c     3.71c
IFES 3     44.00f    53.33d    3.71c     7.03b
IFES 4     43.16f    53.33d    3.45c     3.00c
IFES 5     60.83d    47.83d    2.55c     4.46c
IFES 6     58.50d    71.83b    3.31c     5.53c
IFES 7     24.00h    49.66d    2.81c     5.25c
IFES 8     52.50e    44.83e    4.71b     8.83a
IFES 9     50.16e    54.66d    4.76b     7.03b
IFES 10    44.00f    53.16d    4.16b     7.30b
IFES 11    18.00h    33.66e    3.21c     4.61c
IFES 12    52.66e    67.00c    2.56c     4.18c
IFES 13    68.50c    76.83b    3.15c     5.91c
IFES 14    52.50e    65.00c    3.11c     5.36c
IFES 15    49.50e    53.33d    2.48c     5.51c
IFES 16    73.50c    91.5a     4.01b     6.75b
IFES 17    70.33c    92.33a    3.05c     5.63c
IFES 18    51.00e    43.66e    3.53c     7.78b
IFES 19    56.83d    73.66b    2.85c     4.80c
IFES 20    62.66d    65.83c    4.35b     4.98c
IFES 21    57.50d    45.50e    3.60c     6.56b
IFES 22    50.33e    76.66b    4.06b     6.65b
IFES 23    88.50a    91.33a    3.90b     6.85b
IFES 24    77.66b    88.50a    6.01a     9.48b
IFES 25    79.00b    83.33a    4.40b     8.36a
IFES 26    50.33e    71.16b    4.06b     6.83b
IFES 27    57.16d    66.66c    6.71a     10.26a
IFES 28    59.00d    85.50a    2.90c     4.65c
IFES 29    43.16f    41.00e    4.18b     6.50b
IFES 30    61.33d    77.66b    4.20b     7.90b
Averages   54.29     64.84     3.73      6.45
CV %       12.37     13.75     35.52     32.38

(1) Averages followed by the same letter, in each
column, belong to a same class, in accordance with
the Scott-Knott test (P<0.01). NS = number of
seeds; WS = width of the stem; LFR = length of the
fruit; DFR = diameter of the fruit; NL = number of
locules; HP= height of the plant; DC = diameter of
the cup; WL= width of the leaf; LL= length of the

Table 3--Relative contribution of the agronomic
characters for the genetic divergence among the
30 pepper accessions by the method proposed b
SINGH (1981).

Character               Value (%)   Cummulative
                                    Value (%)

Diameter of the fruit   20.19       20.19
Plant height            19.46       39.65
Diameter of the cup     14.91       54.56
Length of the fruit     14.57       69.13
Number of locules       10.82       79.95
Width of the stem       9.97        89.92
Number of seeds         3.75        93.67
Width of the leaf       3.65        97.32
Length of the leaf      2.68        100.00
COPYRIGHT 2016 Universidade Federal de Santa Maria
No portion of this article can be reproduced without the express written permission from the copyright holder.
Copyright 2016 Gale, Cengage Learning. All rights reserved.

Article Details
Printer friendly Cite/link Email Feedback
Title Annotation:produccion de cultivos; texto en ingles
Author:Bianchi, Paola Alvares; Dutra, Iris Petronilia; Moulin, Monique Moreira; Santos, Jardel Oliveira; Sa
Publication:Ciencia Rural
Date:Jul 1, 2016
Previous Article:Tetrastichus giffardianus on pupae of Anastrepha in Brazil/Tetrastichus giffardianus em pupas de Anastrepha no Brasil.
Next Article:Economic and soil quality indicators in soybean crops grown under integrated crop-livestock and winter-grain cultivation systems/Relacao entre...

Terms of use | Privacy policy | Copyright © 2022 Farlex, Inc. | Feedback | For webmasters |