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Chemical composition and fermentative losses of mixed sugarcane and pigeon pea silage

ABSTRACT.

Adding legumes to sugarcane silage is a strategy used to improve silage quality and reduce losses. This study’s objective was to evaluate the chemical composition and fermentation profile of silages sugarcane and pigeon pea. A completely randomized design was used, with five treatments and four replications. The treatments consisted of sugarcane silage with increasing pigeon pea proportions (0, 25, 50, 75 and 100%). The forages were ensiled in experimental microsilos that remained closed for 60 days. Their chemical compositions were evaluated by determining the pH value and dry matter, crude protein, neutral detergent fiber, acid detergent fiber, hemicellulose, cellulose and lignin content. Fermentation profiles were evaluated by determining the effluent, gas, and total dry matter losses and dry matter recovery of the silage. Including pigeon pea in sugarcane silage decreases the hemicellulose content and increases the crude protein, acid detergent fiber and lignin content. Fermentation losses are reduced by adding pigeon pea to sugarcane silage with reduced effluent and gas losses and increased dry matter.

Keywords:
ruminant feeding; Cajanus cajan; forage conservation; ensiling; Saccharum officinarum

Introduction

Sugarcane (Saccharum officinarum L.) is a forage that is widely used in ruminant feeding, both fresh and as silage. The high dry matter (DM) productivity, low production costs and easy management favors the use of this forage in animal feeding in the form of silage (Ávila, Pinto, Sugawara, Silva, & Schwan, 2008Ávila, C. L. S., Pinto, J. C., Sugawara, M. S., Silva, M. S., & Schwan, R. F. (2008). Qualidade da silagem de cana-de-açúcar inoculada com uma cepa de Lactobacillus buchneri. Acta Scientiarum. Animal Sciences, 30(3), 255-261. doi: 10.1111/j.1365-2494.2009.00703.x.
https://doi.org/10.1111/j.1365-2494.2009...
). However, some undesirable characteristics restrict the use of sugarcane silage, including intense alcoholic fermentation when the forage is ensiled pure (Lopes & Evangelista, 2010Lopes, J., & Evangelista, A. R. (2010). Características bromatológicas, fermentativas e população de leveduras de silagens de cana-de-açúcar acrescidas de ureia e aditivos absorventes de umidade. Revista Brasileira de Zootecnia, 39(5), 984-991. doi: 10.1590/S1516-35982010000500007.
https://doi.org/10.1590/S1516-3598201000...
; Pedroso et al., 2005Pedroso, A. F., Nussio, L. G., Paziani, S. F., Loures, D. R. S., Igarasi, M. S., Coelho, R. M., ... Gomes, L. H. (2005). Fermentation and epiphytic microflora dynamics in sugar cane silage. Scientia Agricola, 62(5), 427-432. doi: 10.1590/S0103-90162005000500003.
https://doi.org/10.1590/S0103-9016200500...
), dry matter losses and reduced nutritive value (Rezende et al., 2011Rezende, A. V., Rabelo, C. H. S., Rabelo, F. H. S., Nogueira, D. A., Faria Junior, D. C. N. A., & Barbosa, L. A. (2011). Perdas fermentativas e estabilidade aeróbia de silagens de cana-de-açúcar tratadas com cal virgem e cloreto de sódio. Revista Brasileira de Zootecnia, 40(4), 739-746. doi: 10.1590/S1516-35982011000400006.
https://doi.org/10.1590/S1516-3598201100...
), and low protein levels and low-quality fiber ( Siqueira, Roth, Moretti, Benatti, & Resende, 2012 Siqueira, G. R., Roth, M. d. T. P., Moretti, M. H., Benatti, J. M. B., & Resende, F. D. (2012). Uso da cana-de-açúcar na alimentação de ruminantes. Revista Brasileira de Saúde e Produção Animal, 13(4), 991-1008. doi: 10.1590/S1519-99402012000400011.
https://doi.org/10.1590/S1519-9940201200...
). To control these undesirable characteristics, many additives have been used, including urea (Ribeiro et al., 2010Ribeiro, L. S. O., Pires, A. J. V., Carvalho, G. G. P., Santos, A. B., Ferreira, A. R., Bonomo, P., & Silva, F. F. (2010). Composição química e perdas fermentativas de silagem de cana-de-açúcar tratada com ureia ou hidróxido de sódio. Revista Brasileira de Zootecnia, 39(9), 1911-1918. doi: 10.1590/S1516-35982010000900008.
https://doi.org/10.1590/S1516-3598201000...
), calcium oxide (Balieiro Neto et al., 2007Balieiro Neto, G., Siqueira, G. R., Reis, R. A., Nogueira, J. R., Roth, M. d. T. P., & Roth, A. P. d. T. P. (2007). Óxido de cálcio como aditivo na ensilagem de cana-de-açúcar. Revista Brasileira de Zootecnia, 35(3), 1231-1239. doi: 10.1590/S1516-35982007000600003.
https://doi.org/10.1590/S1516-3598200700...
), virgin lime and limestone (Amaral et al., 2009Amaral, R. C., Pires, A. V., Susin, I., Nussio, L. G., Mendes, C. Q., & Gastaldello Junior, A. L. (2009). Cana-de-açúcar ensilada com ou sem aditivos químicos: fermentação e composição química. Revista Brasileira de Zootecnia, 38(8), 1413-1421. doi: 10.1590/S1516-35982009001000001.
https://doi.org/10.1590/S1516-3598200900...
), sodium chloride (Rezende et al., 2011Rezende, A. V., Rabelo, C. H. S., Rabelo, F. H. S., Nogueira, D. A., Faria Junior, D. C. N. A., & Barbosa, L. A. (2011). Perdas fermentativas e estabilidade aeróbia de silagens de cana-de-açúcar tratadas com cal virgem e cloreto de sódio. Revista Brasileira de Zootecnia, 40(4), 739-746. doi: 10.1590/S1516-35982011000400006.
https://doi.org/10.1590/S1516-3598201100...
) and Lactobacillus buchneri (Sá Neto, Nussio, Zopollatto, Junges, & Bispo, 2013Sá Neto, A., Nussio, L. G., Zopollatto, M., Junges, D., & Bispo, Á. W. (2013). Corn and sugarcane silages with Lactobacillus buchneri alone or associated with L. plantarum. Pesquisa Agropecuária Brasileira, 48(5), 528-535. doi: 10.1590/S0100-204X2013000500009.
https://doi.org/10.1590/S0100-204X201300...
). However, some additives can raise production costs and impact the environment. The search for sustainable and low-cost alternatives to improve sugarcane silage quality is constant.

Among the alternatives, legumes have shown to be good sources of protein (Copani, Niderkorn, Anglard, Quereuil, & Ginane, 2016Copani, G., Niderkorn, V., Anglard, F., Quereuil, A., & Ginane, C. (2016). Silages containing bioactive forage legumes: a promising protein‐rich feed source for growing lambs. Grass and Forage Science, 71(4), 622-631. doi: 10.1111/gfs.12225.
https://doi.org/10.1111/gfs.12225....
; Doyle & Topp, 2004Doyle, C. J., & Topp, C. F. E. (2004). The economic opportunities for increasing the use of forage legumes in north European livestock systems under both conventional and organic management. Renewable Agriculture and Food Systems, 19(1), 15-22. doi: 10.1079/RAFS200355.
https://doi.org/10.1079/RAFS200355....
). Legumes can be produced at the farm with reduced inorganic N input due to the biological fixation of N2 (Fageria, Ferreira, Baligar, & Knupp, 2013Fageria, N. K., Ferreira, E. P. B., Baligar, V. C., & Knupp, A. M. (2013). Growth of tropical legume cover crops as influenced by nitrogen fertilization and rhizobia. Communications in Soil Science and Plant Analysis, 44(21), 3103-3119. doi: 10.1080/00103624.2013.832283.
https://doi.org/10.1080/00103624.2013.83...
), which reduces production costs and environmental impacts. Several studies have been conducted on legumes in sugarcane silage (Contreras-Govea et al., 2011Contreras-Govea, F., Marsalis, M., Angadi, S., Smith, G., Lauriault, L., & VanLeeuwen, D. (2011). Fermentability and nutritive value of corn and forage sorghum silage when in mixture with lablab bean. Crop Science, 51(3), 1307-1313. doi: 10.2135/cropsci2010.05.0282.
https://doi.org/10.2135/cropsci2010.05.0...
; Mendieta‐Araica, Spörndly, Reyes‐Sánchez, Norell, & Spörndly, 2009Mendieta‐Araica, B., Spörndly, E., Reyes‐Sánchez, N., Norell, L., & Spörndly, R. (2009). Silage quality when Moringa oleifera is ensiled in mixtures with Elephant grass, sugar cane and molasses. Grass and Forage Science, 64(4), 364-373. doi: 10.1111/j.1365-2494.2009.00701.x.
https://doi.org/10.1111/j.1365-2494.2009...
), but few studies have added pigeon pea (Cajanus cajan (L.) Millsp.). Pigeon pea is a shrub, semiperent and well adapted to the tropical climatic conditions, it is used in animal feed in exclusive and intercropping pastures and as green fodder, hay and silage (Bonfim-Silva et al., 2014Bonfim-Silva, E. M., Guimarães, S. L., Farias, L. N., Oliveira, J. R., Bosa, C. K., & Fontenelli, J. V. (2014). Adubação fosfatada no desenvolvimento e produção de feijão guandu em latossolo vermelho do cerrado em primeiro cultivo. Bioscience Journal, 30(5), 1380-1388. ; Provazi, Camargo, Santos, & Godoy, 2007Provazi, M., Camargo, L. H. G., Santos, P. M., & Godoy, R. (2007). Descrição botânica de linhagens puras selecionadas de guandu. Revista Brasileira de Zootecnia, 36(2), 328-334. doi: 10.1590/S1516-35982007000200008.
https://doi.org/10.1590/S1516-3598200700...
). The inclusion of legumes in grass silage, such as sugarcane, can promote the increase of protein in the bulky. Neres et al. (2012Neres, M. A., Castagnara, D. D., Silva, F. B., Oliveira, P. S. R., Mesquita, E. E., Bernardi, T. C., ... Vogt, A. S. L. (2012). Características produtivas, estruturais e bromatológicas dos capins Tifton 85 e Piatã e do feijão-guandu cv. Super N, em cultivo singular ou em associação. Ciência Rural, 42(5), 862-869. doi: 10.1590/S0103-84782012000500017.
https://doi.org/10.1590/S0103-8478201200...
) evidenced the fundamental role of the presence of the legume in the increase of crude protein levels of the forage offered to the animals, reinforcing the positive contributions of the presence of the legume in the quality of the forage. This study hypothesized that including pigeon pea in sugarcane silage would improve the silage’s chemical composition and fermentative profile, with fewer losses.

This study’s objective was to evaluate the chemical composition and fermentation profile of silages sugarcane and pigeon pea.

Material and methods

The experiment was conducted at the Boa Vista Farm of the Federal University of Viçosa (Universidade Federal de Viçosa - UFV), in the region of Zona da Mata of Minas Gerais, Brazil. The site coordinates are 20º45’20” latitude South and 45º52’40” longitude West of Greenwich, with an altitude of 651 m. According to the Köppen and Geiger (1928Köppen, W., & Geiger, R. (1928). Klimate der Erde. Gotha: Verlag Justus Perthes. ) classification, the regional climate is classified as hot temperate, with rainy summers and cold dry winters (Cwb). Mean annual rainfall and relative humidity are approximately 1,268.2 mm and 81%, respectively (Lorenzon, Dias, & Leite, 2013Lorenzon, A. S., Dias, H. C. T., & Leite, H. G. (2013). Precipitação efetiva e interceptação da chuva em um fragmento florestal com diferentes estágios de regeneração. Revista Árvore, 37(4), 619-627. doi: 10.1590/S0100-67622013000400005.
https://doi.org/10.1590/S0100-6762201300...
).

A completely randomized design was used with five treatments and four replications, totaling 20 experimental units. The treatments consisted of sugarcane silage with increasing proportions of pigeon pea (0, 25, 50, 75 and 100% on a fresh matter basis). The sugarcane and pigeon pea plants were harvested and ground separately in a stationary forage chopper to particle sizes of 1 to 2 cm. After homogenizing each of the forages, subsamples of sugarcane and pigeon pea were collected, dried in a forced-air oven at 60°C to a constant weight and weighed to determine the dry matter percentage. Samples were ensiled in experimental silos with the capacity of 3.6-liter plastic buckets, with forage addition and compaction. The compaction was performed manually with a custom-made wooden rod, whose base was circular with a radius of 6 cm. The silage was compacted for the purpose of allowing anaerobic fermentation. After ensiling, the silos were sealed with plastic lids, fitted with a Bunsen valve and sealed with adhesive tape. Dry sand (1.5 kg) was placed at the bottom of the silos and covered in cotton cloth to drain the effluent.

The fermentation profile was evaluated by determining dry matter (DM), effluent loss (EL), gas loss (GL), total dry matter loss (TDML) and dry matter recovery (DMR). The chemical composition was evaluated by determining the pH value, crude protein (CP), neutral detergent fiber (NDF), acid detergent fiber (ADF), hemicellulose (HEM), cellulose (CEL) and lignin (LIG) contents. When the silos were opened after 60 days, the silage from the ends was discarded, and the remainder was homogenized. Subsamples were then collected to determine the DM content (%) and dried in a forced-air oven at 60° C to a constant weight. To determine the pH, the contents of CP, NDF, ADF, HEM, CEL and LIG were followed by procedures described by Detmann et al. (2012Detmann, E., Souza, M., Valadares Filho, S., Queiroz, A., Berchielli, T., Saliba, E., ... Azevedo, J. (2012). Métodos para análise de alimentos. Visconde do Rio Branco, MG: Suprema.).

The EL was calculated using the equation EL (kg ton-1 FM) = (Weff × 1000)/GMi, where Weff = weight of the effluent (weight of empty set after opening - weight of empty set before filling) (kg) and GMi = ensiled forage green mass (kg) and the weight of the set corresponding to the mass of the silo + lid + sand + fabric (Jobim, Nussio, Reis, & Schmidt, 2007Jobim, C. C., Nussio, L. G., Reis, R. A., & Schmidt, P. (2007). Avanços metodológicos na avaliação da qualidade da forragem conservada. Revista Brasileira de Zootecnia, 36(Especial), 101-119. doi: 10.1590/S1516-35982007001000013.
https://doi.org/10.1590/S1516-3598200700...
). The GLs were estimated using the equation GL (% DM) = (WFScl - Wfsop)/(GMcl × DMcl) × 10000, where Wfscl = weight of filled silo at closing (kg); Wfsop = weight of the filled silo at opening (kg); GMcl = green mass of the forage at closing (kg); and DMcl = dry mass of the forage at closing (%) (Jobim et al., 2007Jobim, C. C., Nussio, L. G., Reis, R. A., & Schmidt, P. (2007). Avanços metodológicos na avaliação da qualidade da forragem conservada. Revista Brasileira de Zootecnia, 36(Especial), 101-119. doi: 10.1590/S1516-35982007001000013.
https://doi.org/10.1590/S1516-3598200700...
).

The total dry weight loss during the ensiling period was determined by the difference between the weight of the initial and final mass in the silos (Jobim et al., 2007Jobim, C. C., Nussio, L. G., Reis, R. A., & Schmidt, P. (2007). Avanços metodológicos na avaliação da qualidade da forragem conservada. Revista Brasileira de Zootecnia, 36(Especial), 101-119. doi: 10.1590/S1516-35982007001000013.
https://doi.org/10.1590/S1516-3598200700...
). The DMR of the silage was estimated using the equation DMR (%) = (FMop × DMop)/(FMcl × DMcl) × 100, where FMop = forage mass at opening (kg); DMop = DM content at opening (%); FMcl = forage mass at closing (kg); and DMcl = forage DM content at closing (%) (Jobim et al., 2007).

The regression equations were chosen based on the coefficient of determination and the significance of the equation parameters using the statistical program SISVAR (Ferreira, 2011Ferreira, D. F. (2011). SISVAR: A Computer Statistical Analysis System. Ciência e Agrotecnologia, 35(6), 1039-1042. doi: 10.1590/S1413-70542011000600001.
https://doi.org/10.1590/S1413-7054201100...
).

Results and discussion

Adding pigeon pea to the sugarcane silage for EL, GL and TDML showed an effect that decreased linearly, while DMR and DM increased linearly (Table 1). The decreases in EL with the increased addition of pigeon pea to the silage were mainly due to the decreases in DM content. Adding 50% pigeon pea promoted a 35% increase in DM and a 53% decrease in EL. According to Ribeiro et al. (2010Ribeiro, L. S. O., Pires, A. J. V., Carvalho, G. G. P., Santos, A. B., Ferreira, A. R., Bonomo, P., & Silva, F. F. (2010). Composição química e perdas fermentativas de silagem de cana-de-açúcar tratada com ureia ou hidróxido de sódio. Revista Brasileira de Zootecnia, 39(9), 1911-1918. doi: 10.1590/S1516-35982010000900008.
https://doi.org/10.1590/S1516-3598201000...
), nutrients are lost with the effluent when ensiling sugarcane, and these nutrients are transported to the bottom of the silo. The decrease in GL with the increased addition of pigeon pea in sugarcane silage may be related to the decreased soluble carbohydrate content due to increased NDF and ADF. The increased fiber content decreased the amount of substrate available for the yeasts promoting alcoholic fermentation that produces CO2 and volatilizes alcohol (Balieiro Neto et al., 2007Balieiro Neto, G., Siqueira, G. R., Reis, R. A., Nogueira, J. R., Roth, M. d. T. P., & Roth, A. P. d. T. P. (2007). Óxido de cálcio como aditivo na ensilagem de cana-de-açúcar. Revista Brasileira de Zootecnia, 35(3), 1231-1239. doi: 10.1590/S1516-35982007000600003.
https://doi.org/10.1590/S1516-3598200700...
; Lopes & Evangelista, 2010Lopes, J., & Evangelista, A. R. (2010). Características bromatológicas, fermentativas e população de leveduras de silagens de cana-de-açúcar acrescidas de ureia e aditivos absorventes de umidade. Revista Brasileira de Zootecnia, 39(5), 984-991. doi: 10.1590/S1516-35982010000500007.
https://doi.org/10.1590/S1516-3598201000...
).

The lowest DMR and DM values were observed in sugarcane silage with no pigeon pea added. Soluble carbohydrate consumption during fermentation increases the DM losses in sugarcane silage without additives due to the action of yeasts (Lopes & Evangelista, 2010Lopes, J., & Evangelista, A. R. (2010). Características bromatológicas, fermentativas e população de leveduras de silagens de cana-de-açúcar acrescidas de ureia e aditivos absorventes de umidade. Revista Brasileira de Zootecnia, 39(5), 984-991. doi: 10.1590/S1516-35982010000500007.
https://doi.org/10.1590/S1516-3598201000...
). Increases in DMR and DM are explained by the lower effluent and gas lost as the portion of pigeon pea added to the sugarcane silage increased.

The increased pigeon pea proportions in the sugarcane silage promoted changes in the pH values and CP, NDF, ADF, HEM and LIG contents (Table 2). The CEL content did not change. The pH value showed a quadratic response ranging from 3.59 to 4.84 for the proportions of 0 to 100% pigeon pea in the silage, respectively. The proportion of 75% pigeon pea yielded a pH within the range of 3.8 to 4.2, which is considered ideal for good quality silage (McDonald, 1981McDonald, P. (1981). The biochemistry of silage. Chichester, UK: John Wiley.). The other proportions presented pH values near this range. The NDF content presented a quadratic response ranging from 58.87 to 64.53% for the proportions of 50 to 100% pigeon pea in the silage.

The CP, ADF and LIG contents increased linearly, while the HEM content decreased linearly with the increasing addition of pigeon pea to the sugarcane silage. The increase in CP is explained by the pigeon pea’s high CP content (Amaefule, Ukpanah, & Ibok, 2011Amaefule, K. U., Ukpanah, U. A., & Ibok, A. E. (2011). Performance of starter broilers fed raw pigeon pea [Cajanus cajan (L.) Millsp.] seed meal diets supplemented with lysine and or methionine. International Journal of Poultry Science, 10(3), 205-211. doi: 10.3923/ijps.2011.205.211.
https://doi.org/10.3923/ijps.2011.205.21...
). Intercropping legumes with grass in silage is mainly aimed at increasing the silage CP content, since grasses such as sugarcane have low CP levels (Neres et al., 2012Neres, M. A., Castagnara, D. D., Silva, F. B., Oliveira, P. S. R., Mesquita, E. E., Bernardi, T. C., ... Vogt, A. S. L. (2012). Características produtivas, estruturais e bromatológicas dos capins Tifton 85 e Piatã e do feijão-guandu cv. Super N, em cultivo singular ou em associação. Ciência Rural, 42(5), 862-869. doi: 10.1590/S0103-84782012000500017.
https://doi.org/10.1590/S0103-8478201200...
). The minimum protein level in the feed should be 7% CP, so that appropriate ruminal fermentation occurs (Minson, 2012Minson, D. (2012). Forage in ruminant nutrition (Vol. 1). New York, NY: Academic Press.). Thus, including 25% pigeon pea in sugarcane silage provided the minimum CP content for good ruminal functioning.

The growing increase in ADF by adding pigeon pea to the sugarcane silage is explained by this legume’s fibrous stems (Pires et al., 2006Pires, A. J. V., Reis, R. A., Carvalho, G. G. P., Siqueira, G. R., Bernardes, T. F., Ruggieri, A. C., ... Roth, M. T. P. (2006). Degradabilidade ruminal da matéria seca, da fração fibrosa e da proteína bruta de forrageiras. Pesquisa Agropecuária Brasileira, 41(4), 643-648. doi: 10.1590/S0100-204X2006000400014.
https://doi.org/10.1590/S0100-204X200600...
). The increase in LIG content with the increased pigeon pea proportions in the silage is explained by this legume’s high lignin content. The lignin content is an important parameter to be considered in silage because it is the main limiting factor in degrading the fibrous fraction of the forages (Ribeiro et al., 2010Ribeiro, L. S. O., Pires, A. J. V., Carvalho, G. G. P., Santos, A. B., Ferreira, A. R., Bonomo, P., & Silva, F. F. (2010). Composição química e perdas fermentativas de silagem de cana-de-açúcar tratada com ureia ou hidróxido de sódio. Revista Brasileira de Zootecnia, 39(9), 1911-1918. doi: 10.1590/S1516-35982010000900008.
https://doi.org/10.1590/S1516-3598201000...
). One reason for using additives in sugarcane silage is to reduce lignin content, which was not achieved by adding pigeon pea.

The HEM contents decreased as the pigeon pea proportions increased in the silage. Hemicellulose is an important parameter in evaluating sugarcane silage fermentation (Lopes & Evangelista, 2010Lopes, J., & Evangelista, A. R. (2010). Características bromatológicas, fermentativas e população de leveduras de silagens de cana-de-açúcar acrescidas de ureia e aditivos absorventes de umidade. Revista Brasileira de Zootecnia, 39(5), 984-991. doi: 10.1590/S1516-35982010000500007.
https://doi.org/10.1590/S1516-3598201000...
). When soluble carbohydrates are depleted, hemicellulose can serve as a substrate for fermenting bacteria (McDonald, 1981McDonald, P. (1981). The biochemistry of silage. Chichester, UK: John Wiley.). Thus, the silage quality may improve due to higher lactic acid bacterial colonization (Lopes & Evangelista, 2010Lopes, J., & Evangelista, A. R. (2010). Características bromatológicas, fermentativas e população de leveduras de silagens de cana-de-açúcar acrescidas de ureia e aditivos absorventes de umidade. Revista Brasileira de Zootecnia, 39(5), 984-991. doi: 10.1590/S1516-35982010000500007.
https://doi.org/10.1590/S1516-3598201000...
).

Table 1
Fermentative profile of sugarcane silage with increasing pigeon pea proportions.
Table 2
Chemical composition of sugarcane silage with increasing pigeon pea proportions.

Notably, pigeon pea productivity is low relative to sugarcane. Thus, studies are needed to evaluate ruminants’ intake of mixed sugarcane and pigeon pea silage to determine the proportion of the mixture required to obtain the best animal performance together with economic viability.

Conclusion

Fermentative losses are reduced by adding pigeon pea to sugarcane silage, with reduced effluent and gas losses and increased dry matter content. Including pigeon pea in sugarcane silage decreases the hemicellulose content and increases crude protein, acid detergent fiber and lignin content.

Acknowledgements

The authors would like to thank the Minas Gerais Research Foundation (Fundação de Amparo à Pesquisa do Estado de Minas Gerais - FAPEMIG) and the National Research Council (Conselho Nacional de Pesquisa - CNPq) for their funding and granting scholarships

References

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    » https://doi.org/10.3923/ijps.2011.205.211
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    » https://doi.org/10.1590/S1516-35982009001000001.
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    » https://doi.org/10.1111/j.1365-2494.2009.00703.x
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Publication Dates

  • Publication in this collection
    25 Feb 2019
  • Date of issue
    2019

History

  • Received
    14 July 2018
  • Accepted
    06 Sept 2018
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