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DETERMINATION OF XARAÉS GRASS QUALITY SUBMITTED TO IRRIGATION WATER LEVELS AND NITROGEN AND POTASSIUM DOSES

ABSTRACT

In the correct pasture management, nutritional factors such as nitrogen and potassium fertilization play an important role in the forage production and quality. The aim was to evaluate the effects of the application of water levels, nitrogen and potassium doses in the Xaraés grass in the south of the State of Tocantins. For this, Xaraés grass was cultivated in the experimental field of the Federal University of Tocantins, municipality of Gurupi, TO. We used a mixture of fertilizer, combinations of N and K2O following the 1 N: 0.8 K2O ratio. To evaluate the effect of irrigation water levels and combinations of N and K2O doses in Xaraés grass, the plant height, the crude protein content and neutral detergent fiber were determined. The greatest height observed in the grass was 61.6 cm, with the dose application of 700 kg ha-1 yr-1 of N: 0.8 K2O and a water level of 120% of the ETc. The highest protein content was 11.7%, with the highest dose application of fertilizer and absence of irrigation. The highest fiber content in neutral detergent was 64%, with the estimated amount of 385.5 kg ha-1 yr-1 of N: 0.8 K2O and a water level of 120% of ETc. The conclusion was that the plant height, fiber detergent and crude protein content were influenced by the change in water level of irrigation and fertilizer doses. The values of plant height and crude protein increased with the increase of water levels and manure dose, while the fiber content of neutral detergent decreased with the increase of irrigation and varied little with the increase of fertilizer dose.

KEYWORDS:
irrigated pasture; Brachiaria brizantha; forage production

INTRODUCTION

The exploitation of cattle has a significant participation in the Brazilian Gross Domestic Production (GDP) and in the Brazilian export agenda has the intense use of pastures as the main food source for the herds (DIAS FILHO, 2011DIAS FILHO, M.B. Os desafios da produção animal em pastagens na fronteira agrícola brasileira. Revista Brasileira de Zootecnia, Viçosa, MG, v.40, p.243-252, 2011.). Thus, the pasture production system ensures the supply of the domestic market with meat and milk and ensures the competitiveness in the international market of these two products.

The Pasture, due to its low production cost compared to the concentrates, represents the most practical and economical way to feed the cattle, it forms the livestock farming basis in Brazil (MAGALHÃES et al., 2011MAGALHÃES, M.A.; MARTUSCELLO, J.A.; FONSECA, D.M.; OLIVEIRA, I.M.; FREITAS, F.P.; FARIA, D.J. G.; OLIVEIRA, R.A.; RIBEIRO JÚNIOR, J.I. Influência da irrigação, da densidade de plantio e da adubação nitrogenada nas características morfogênicas, estruturais e de produção do capim-tanzânia. Revista Brasileira de Zootecnia, Viçosa, MG, v.40, n.11, p.2308-2317, 2011.). However, the economic results obtained by most farmers, with the production in pasture, can be considered very modest in relation to the great potential of the country. The animal production system in pasture is the largest conditioning factor of competitiveness, but with a great challenge to be overcome: the maintenance of pasture supply in quantity and quality (ALENCAR et al., 2013ALENCAR, C.A.B.; CUNHA, F.F.; MARTINS, C.E.; CÓSER, A.C.; OLIVEIRA, R.A.; ARAÚJO, R.A.S. Adubação nitrogenada e estações anuais na produção de capins irrigados no leste mineiro sob corte. Revista Brasileira de Saúde e Produção Animal, Salvador, v.14, n.3, 2013.).

Thus, fertilization practices, knowledge of the soil nutritional requirements, the irrigation effects and climate are very important factors for the practice of pasture management, which is reflected in higher or lower forage production and nutritional quality (NOGUEIRA et al., 2013NOGUEIRA, S.F.; PEREIRA, B.F.F.; GOMES, T.M.; DE PAULA, A.M.; DOS SANTOS, J.A.; MONTES, C. R. Treated sewage effluent: Agronomical and economical aspects on bermudagrass production. Agricultural Water Management, Amsterdam, v.116, p.151-159, 2013.).

According to NAGANO et al. (2011)NAGANO, N.R.; ZANET, C.; TIRITAN, C.S.; SANTOS, D.H. Efeito da adubação nitrogenada e altura de corte sobre o capim Tanzânia. Revista Scientia Agraria Paranaenis, Marechal Cândido Rondon, v.10, n.1, p.100-112, 2011., nitrogen and potassium play an important role in the forage production and quality. According to ALENCAR et al. (2013)ALENCAR, C.A.B.; CUNHA, F.F.; MARTINS, C.E.; CÓSER, A.C.; OLIVEIRA, R.A.; ARAÚJO, R.A.S. Adubação nitrogenada e estações anuais na produção de capins irrigados no leste mineiro sob corte. Revista Brasileira de Saúde e Produção Animal, Salvador, v.14, n.3, 2013., the determination of irrigation interval and the amount of water applied in irrigation are crucial to the success of the crop production intensification.

The study of the interaction among nitrogen, potassium and water, defining the optimal doses of these factors in order to increase the forage supply and its quality is so highly relevant due to soil and climate diversity in Brazil (OLIVEIRA FILHO et al., 2011OLIVEIRA FILHO, J. da C.; OLIVEIRA, E.M. de; OLIVEIRA, R.A. de; CECON, P.R.; OLIVEIRA, R.M. de; CÓSER, A.C. Irrigação e diferentes doses de nitrogênio e potássio na produção do capim Xaraés. Revista Ambiente & Água, Taubaté, v.6, n.3, p.255-262, 2011.). So the aim of this study was to evaluate the effects of the application of different water levels and nitrogen and potassium doses in the Xaraés grass quality in the south of the State of Tocantins.

MATERIAL AND METHODS

The experiment was conducted with Brachiaria brizantha cv. Xaraés at the Experimental Station of the University of Gurupi Campus, University Foundation of Tocantins, municipality of Gurupi, TO, Brazil (11°45′S, 49°03′W, altitude 287m), using a completely randomized design.

Prior to the implementation of the experiment, composite soil samples were collected, at a depth of 30 cm for the purpose of chemical, physical and hydric analyses of the soil. Those analyses were carried out at the Soil Analysis Laboratory of the Soils Department of the Federal University of Viçosa. The soil density of 1.51 g cm-3 was determined by the volumetric ring method (PIRES et al., 2011PIRES, L.F; ROSA, J.A; TIMM, L.C. Comparação de métodos de medida da densidade do solo. Acta Scientiarum. Agronomy, Maringá, v.33, n.1, p.161-170, 2011.; GONÇALVES et al., 2013GONÇALVES, F.C.; MARASCA, I.; SOUZA, S. F.G; TAVARES, L.A.F.; SILVA, P.R.A. Métodos de determinação da densidade do solo em diferentes sistemas de manejo. Energia na Agricultura, Botucatu, v.28, n.3, p.165-169, 2013.). The wilting point was equal to 0.089 g g-1 using the Richards Puller method (RICHARDS, 1951RICHARDS, L.A. Methods of measuring soil moisture tension. Soil Science Of American Journal, Baltimore, n.68, p.95-112, 1951.). The field capacity was determined by field method, obtaining the value of 0.145 g g-1 (BERNARDO et al., 2006BERNARDO, S.; SOARES, A.A.; MANTOVANI, E.C. Manual de irrigação. 8. ed. Viçosa, MG: Editora UFV, 2006. 625 p.).

In the experimental area was installed an irrigation sprinkler system in line (Line Source Sprinkler System), according to the methodology described by HANKS et al. (1976)HANKS, R.J.; KELLER, J.; RASMUSSEM, V.P.; WILSON, G. A. Line source sprinkler for continuous variable irrigation-crop production studies. Soil Science Society of America Journal, Madson. v.40, p.426-429, 1976. and applied by TAGLIAFERRE et al. (2013)TAGLIAFERRE, C.; SANTOS, T.J.; SANTOS, L.C.; SANTOS NETO, I.J.; ROCHA, F.A.; DE PAULA, A. Características agronômicas do feijão caupi inoculado em função de lâminas de irrigação e de níveis de nitrogênio. Revista Ceres, Viçosa, MG, v.60, n.2, p.242-248, 2013. and TAGLIAFERRE et al. (2014)TAGLIAFERRE, C.; SANTOS, L.C.; SANTOS NETO, I.J.; SANTOS, T. J.; ROCHA, F.A.; SILVA, C.S. Ajuste e aplicação do Irrigâmetro no manejo da água de Irrigação. Irriga, Botucatu, v.19, n.1, p.61-72, 2014.. The arrangement of the sprinklers very close on a single line allows an overlap of water jets, providing greater precipitation along the lateral line and a decreasing gradient perpendicularly to the pipe. This system, which was developed for experimental purposes, allows obtaining different water levels applied.

The plots consisted of four doses of fertilizer in constant proportion 1 N:0.8 K2O (D1 = 100 + 80, D2 = 300 + 240, D3 = 500 + 400, D4 = 700 + 560 kg ha-1). The source of nitrogen was urea (CH4N2O) and the potassium was potassium chloride (KCl). The fertilization was carried out with a single application, during the dry season.

The experimental plots had 6m wide and 18m length, and the subplots with 5×2 m, arranged in bands, representing the applied water levels proportional to the crop evapotranspiration (L0 = 0, L1 = 18%ETc, L2 = 45%ETc, L3 = 77%ETc, L4 = 100% ETc and L5 = 120%ETc). Each subplot was divided in time, in two seasons, dry, between October and April, and rainy, between May and September.

The level necessary to replace 100% of ETc was calculated based on the water retention curve in the soil, according to the following equation:

(1) E T c = ( F C S M ) 10 D Z 1 E w

that:

  • ETc - total level needed to replace 100% of ETc, mm;

  • FC – field capacity, % weight;

  • SM - soil moisture in the tension of approximately 40 kPa, % weight;

  • D – soil density (g cm-3);

  • Z - effective depth of the root system, cm, and

  • Ew - water application efficiency, decimal.

The monitoring of soil moisture was carried out with puncture tensiometers with digital reading, installed 15 cm of depth in D3L4 treatments (subplots with 100% of replacement of the plots evapotranspiration with N doses of 500 kg ha-1 with 400 kg ha-1 of K2O). When the average tension values of the four tensiometer installed at a 15 cm of depth was equal or superior to 40 kPa, the irrigation was carried out on the same day, at the time of lower wind presence.

The experiment was conducted following a scheme of sub-split plot, with four combinations of N and K2O doses, the water levels in the subplots and the two climatic periods in the sub subplots: dry season (autumn / winter) and rainy season (spring / summer).

To study the influence of water levels and combinations of N and K2O doses in Xaraés grass in both periods of the year, throughout the experiment were determined:plants height, crude protein contents (CP) and fiber content in neutral detergent (FND).

Averages of three measurements made at random subplots were used to determine the plant height, and these measurements were carried out from the ground surface to the end of fully extended apical leaves.

The collected green mass was packed and properly identified, and immediately weighed in semi-analytical balance. Then a sub-sample was removed, weighed again and placed to dry at 65 °C in an oven with air circulation, for a period of 72 hours.

The samples followed the method described by DERESZ (1994)DERESZ, F. Manejo de pastagem de capim-elefante para produção de leite e carne. In: SIMPÓSIO SOBRE CAPIM-ELEFANTE, 2., 1994, Juiz de Fora. Anais… Coronel Pacheco: EMBRAPA-CNPGL, 1994. p.116-137.. The samples after oven-drying were called dry matter that can be consumed by the animal (DMCBC), to differentiate from the total dry matter which is usually used when includes all the material produced. Unlike the animal grazing action, which is selective, giving preference to the leaves and part of the culm to the detriment of consumption stems and senescent material, this differential effect of pet collections versus mechanics should interfere in the physiology of the plant production, as the mechanical action at some point must extract more apical buds, favoring the tillering, comparing to animal grazing action. Therefore, the grazing simulation should better portray the animal relation versus forage production in the pasture system.

The evaluations of chemical-bacteriological composition were carried out at the Forage Laboratory of the Department of Animal Science of the Federal University of Viçosa (DERESZ, 1994DERESZ, F. Manejo de pastagem de capim-elefante para produção de leite e carne. In: SIMPÓSIO SOBRE CAPIM-ELEFANTE, 2., 1994, Juiz de Fora. Anais… Coronel Pacheco: EMBRAPA-CNPGL, 1994. p.116-137.). The bacteriological analysis used a composite sample for each period studied (dry and rainy), using 2g of each one of the six samplings performed. This was done for each of the four experimental replicates.

The semi-micro Kjeldahl method determined the protein content. The determination of the insoluble fiber and neutral detergent was carried out according to the method described by GOERING & VAN SOEST (1970)GOERING, H.K.; VAN SOEST, P.J. Forage fiber analysis (Apparatus, reagents, procedures and some applications). Washington: United States Department of Agriculture, 1970. 20 p. (Agr. Handboock, 379). 20p..

The data were submitted to the variance and regression analyses. For the qualitative factor, the averages were compared by Tukey test at 5% probability. For the quantitative factors, the models were chosen based on the significance of the regression coefficients using the t test at 5% probability. For the statistical analyses, the SAEG 9.1 program was used.

RESULTS AND DISCUSSION

In the dry season, the Xaraés grass height varies linearly with the doses of N: 0.8 K2O (P <0.01) and the applied water levels (P <0.01) (Equation 2 and Figure 1).

(2) H = 44.1055 + 0.0113669 D + 0.07930131 ∗∗ WL R 2 = 0.79
FIGURE 1
Estimate of the Xaraés grass height, depending on the N:0.8 K2O dose and water depth applied during the dry season.

The lowest estimated height of Xaraés grass in the dry season was 45.2 cm, with the dose application of 100 kg ha-1 year-1 of N: 0.8 K2O, in the absence of irrigation. The greatest height during this season was 61.6 cm, with the dose application of 700 kg ha-1 year-1 of N:0.8 K2O and water level of 120% of ETc, obtaining an increase of 16.3 cm in the Xaraés grass height in the dry season. This height is much smaller than the maximum range of the plant that is 150 cm, approximately. Possibly, in this situation the plant did not have available a suitable combination of water, nitrogen and potassium needed for full development. According to GOMES et al.(2015)GOMES, E.P.; RICKLI, M.E.; CECATO, U.; VIEIRA, C.V.; SAPIA, J.G.; SANCHES, A.R.C. Produtividade de capim Tifton 85 sob irrigação e doses de nitrogênio. Revista Brasileira de Engenharia Agrícola e Ambiental, Campina Grande, v.19, n.4, p.317–323, 2015., working with Tifton 85, the grass productivity generally responds linearly to nitrogen fertilization, while the water tension in the soil was kept below 35 kPa.

Maintaining a constant level, each kilogram of fertilizer added promoted an increase of 1.14 × 10-2 cm or a total of 6.8 cm from the smallest to the largest dose of fertilizer applied, considering the studied season.

Setting the fertilizer dosage, each percentage unit of the applied Etc promoted an increase of 1.36 × 10-1 cm or a total of 9.5 cm in height.

During the rainy season, there was no effect of the dose variation sources and water level in the grass height, and the average height values adopted in that season was equal to 79.5 cm. This can be explained by the uniform moisture condition in all treatments.

In the doses of 100, 300, 500 and 700 kg ha-1 year-1, the grass heights in the dry season differed from those obtained in the rainy season, in all water levels studied (Table 1).

TABLE 1
Average values of the Xaraés grass height (cm) in the interaction season x water level x fertilizer dose.

In the dry season, the crude protein content of the Xaraés grass varied linearly with the doses of N: 0.8 K2O (P <0.01) and with the applied water levels (P <0.01), according to [eq. (3)] and the Figure 2.

(3) C P = 6.47002 + 4.86091.10 3 D + 0.0105101 ∗∗ WL R 2 = 0.87
FIGURE 2
Estimate of the crude protein content of Xaraés grass, depending on the dose of N: 0.8 K2O and water level applied during the dry season.

The lowest crude protein content was 7.0% with the dose application of 100 kg ha-1 year-1 of N: 0.8 K2O, in the absence of irrigation. The highest content in this season was 11.1% with the dose application of 700 kg ha-1 year-1 of N: 0.8 K2O and water level of 120% ETc. The crude protein values are consistent with those found in the literature for the Panicum genus grasses by PEDREIRAS et al. (2014)PEDREIRA, C.G.S.; PEDREIRA, B.C.; BITTAR, C.M.M.; FAUSTINO, M.G.; SANTOS, V.P.; FERREIRA, L.S.; LARA, M.A.S. Produtividade e degradabilidade ruminal da forragem de capins da espécie Panicum maximum. Pesquisas Agrárias e Ambientais, Sinop, v.2, n.3, p.143-148, 2014. (12% CP) and higher than those obtained by SANTOS et al. (2012)SANTOS, M.S.; OLIVEIRA, M.; RODRIGUES, M.M.; VELOSO FILHO, E.S.; ARAUJO NETO, J.C. Estrutura e valor nutritivo de pastos de capins Tanzânia e Marandu aos 22 e 36 dias de rebrota para ovinos. Revista Brasileira de Saúde e Produção Animal, Salvador, v.13, n.1, p.35-46, 2012. for Marandu grass (7.50% CP) and Tânzania grass (7.86% CP).

Setting the dose of N: 0.8K2O, there was a total reduction of 1.3% in the CP content between the lowest and highest applied level. Keeping the constant water levels, there was a reduction of 2.9% between the lowest and the highest dose applied in the dry season.

In the rainy season, the crude protein content of the Xaraés grass varied linearly with the doses of N: 0.8 K2O (P <0.01) and with the applied water levels (P <0.01), according to the [eq. (4)] and the Figure 3.

(4) C P = 7.90 + 5.37.10 3 D 0.02 WL R 2 = 0.89
FIGURE 3
Estimate of crude protein percentage of Xaraés grass, depending on the dose of N: 0.8 K2O and water level applied during the rainy season.

The lowest crude protein content in the rainy season was 6.4% with the dose application of 100 kg ha-1 year-1 of N: 0.8 K2O and applied water level of 120% ETc. The highest content in this season was 11.7%, with the application of the highest fertilizer dose and absence of irrigation, equivalent to an increase of 5.3 in the CP content. These extreme values are similar to those found in the dry season during the experiment.

Each percentage unit of ETc reduced 0.0169% of the CP content when the dose of N: 0.8 K2O was set. Keeping the water level constant, each kilogram of fertilizer applied provided an increase of 0.00537% in the CP content of the Xaraés grass in this season.

The crude protein content of the Xaraés grass in the dry season differed from the values observed in the rainy season, in the following situations: at the dose of 100 kg ha-1 year-1 of N:0.8 K2O, the water levels of 0,77 and 120% of ETc; at the dose of 300 kg ha-1 year-1 in 0, 100 and 120% of ETc; and in the other doses of 500 and 700 kg ha-1 year-1 in the level of 45 and 100% of the Etc, respectively (Table 2).

TABLE 2
Crude protein average values (%) of Xaraés grass in the combinations of water levels, fertilizer dose and season.

In the dry season, the crude protein content in neutral detergent of the Xaraés grass varied in quadratic form with the doses of N:0.8 K2O (P <0.05) and linearly with the applied water levels (P <0.01), according to the [eq. (5)] and the Figure 4.

(5) F N D = 60.1457 + 5.03014.10 3 D 7.05858.10 6 D 2 0.0132049 ∗∗ W L R 2 = 0.47
FIGURE 4
Estimate of fiber in neutral detergent of Xaraés grass, depending on the N:0.8 K2O and water level applied during the dry season.

The lowest FND content observed in the dry season was 58.6% with the dose application of 700 kg ha-1 year-1 of N: 0.8 K2O, in the absence of irrigation. The greatest FND content was 61%, with the fertilizer dose estimated in 356.31 kg ha-1 year-1 and in the absence of irrigation, obtaining an increase of 2.4%. These values are lower than those found in the literature for the Panicum genus grasses by PEDREIRAS et al. (2014)PEDREIRA, C.G.S.; PEDREIRA, B.C.; BITTAR, C.M.M.; FAUSTINO, M.G.; SANTOS, V.P.; FERREIRA, L.S.; LARA, M.A.S. Produtividade e degradabilidade ruminal da forragem de capins da espécie Panicum maximum. Pesquisas Agrárias e Ambientais, Sinop, v.2, n.3, p.143-148, 2014. (84,1% FND) and SANTOS et al. (2012)SANTOS, M.S.; OLIVEIRA, M.; RODRIGUES, M.M.; VELOSO FILHO, E.S.; ARAUJO NETO, J.C. Estrutura e valor nutritivo de pastos de capins Tanzânia e Marandu aos 22 e 36 dias de rebrota para ovinos. Revista Brasileira de Saúde e Produção Animal, Salvador, v.13, n.1, p.35-46, 2012. for Marandu grass (72% FND) and Tânzania grass (75,6% FND).

Setting the dose of N:0.8 K2O, there was a total reduction of 0.4% in the FND content from the lowest to the highest applied water level. With constant water level, there was an increase of 0.5% from the lowest dose to the maximum inflection point content, at the dose of 356.31 kg ha-1 year-1; from that point to the highest dose of fertilizer, there was a reduction of 0.8% in the FND content.

In the rainy season, the FND of the Xaraés grass varied in quadratic form with the doses of N: 0.8 K2O (P <0.01) and linearly with the applied water levels (P <0.01), according to the Figure 5 and the equation:

(6) F N D = 60.1761 8.41163.10 3 D 1.09.10 5 D 2 + 0.0184875 ∗∗ W L F N D = 60.1761 8.41163.10 3 D 1.09.10 5 D 2 + 0.0184875 ∗∗ W L R 2 = 0.73
FIGURE 5
Estimate of fiber in neutral detergent of Xaraés grass, depending on the N: 0.8 K2O and water level applied during the rainy season.

The lowest FND content observed in this season was 60.7% with the application of the lowest fertilization dose and absence of irrigation. The greatest FND content was 64.0% with the estimated dose of 385.5 kg ha-1 year-1 and water level of 120% ETc, obtaining an increase of 3.3% in the FND content. As can be seen, similar results were also found for the season during the experiment.

Setting the dose of N: 0.8 K2O, there was a total reduction of 2.2% in the FND content from the lowest to the highest applied water level. With constant water level, there was an increase of 0.8% from the lowest dose to the maximum inflection point content, at the dose of 358.5 kg ha-1 year-1; from that point to the highest dose of fertilizer, there was a reduction of 1.1% in the FND content.

At the dose of 100 kg ha-1 year-1, the FND content of the Xaraés in the dry season differed significantly, at 5% probability, of the values obtained in the rainy season, with the levels of 77, 100 and 120% of ETc, while at doses of 300, 500 and 700 kg ha-1 year-1, the significant difference occurred in all water levels, except at 0 and 18% of ETc (Table 3).

TABLE 3
Fiber in neutral detergent average values (%) of Xaraés grass in the interaction water level x fertilizer dose x season.

As can be seen in Table 3 and in Figures 4 and 5, the water level applied reversed the fiber content in neutral detergent in the rainy season. This behavior can be explained by the reversal of the line source, with the occurrence of higher yields of Xaraés grass in smaller water levels applied. In this season, the lowest Xaraés productivity was 27.3 kg ha-1 with the application of 100 kg ha-1 year-1 in the absence of irrigation, while the highest was 54.8 kg ha-1 with the application of 700 kg ha-1 year-1, with the level of 120% of the ETc.

The fiber values in neutral detergent found are lower than the ones observed by SANCHES et al. (2015)SANCHES, A.C.; GOMES, E.P.; RICKLI, M.E.; FASOLIN, J.P.; SOARES, M.R. C.; DE GOES, R.H.T.B. Produtividade e valor nutritivo do capim Tifton 85 irrigado e sobressemeado com aveia. Revista Brasileira de Engenharia Agrícola e Ambiental, Campina Grande, v.19, n.2, p.126–133, 2015. in a study conducted with Tifton 85 grass and higher than those reported by SILVA et al. (2012)SILVA, C.D.; MENEZES, L.D.; ZIECH, M.F.; KUSS, F.; RONSANI, R.; BIESEK, R.R.; LISBINSKI, E. Sobressemeadura de cultivares de aveia em pastagem de estrela africana manejada com diferentes resíduos de forragem. Semina: Ciências Agrárias, Londrina, v.33, p.2441-2450, 2012..

CONCLUSIONS

  1. The plant height was influenced by the factors studied, the largest height obtained in the dry season of the year, in the amount of 61.6 cm, with the application of the dose of 700 kg ha-1 year-1 of N: 0.8 K2O and water level of 120% of the ETc.

  2. The crude protein content was influenced by the factors studied, the highest level obtained during the rainy season, in the amount of 11.7%, with the application of the highest dose of fertilizer and absence of irrigation.

  3. The fiber values in neutral detergent were influenced by the factors studied, and the highest content was 64%, obtained in the rainy season, with the estimated dose of 385.51 kg ha-1 year-1 and water level of 120% ETc.

REFERENCES

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Publication Dates

  • Publication in this collection
    Jan-Feb 2017

History

  • Received
    20 Apr 2016
  • Accepted
    12 Sept 2016
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