Effects of nitrogen fertilizer and plant density on yield and nitrogen efficiency indices of sesame using a central composite design

Document Type : original paper

Authors

Ferdowsi university, Mashhad, Iran

Abstract

Introduction
Sesame (Sesamum indicum L.) is known as the king of oil seeds due to the high oil content (50-60%) of its seed.
Nitrogen (N) is one of the most important nutrients in crop production agroecosystems. Excessive application of N in crop production causes a reducing trend in nitrogen use efficiency (NUE).
Optimization of nitrogen and plant density is a management approach to conserve resources and decline environmental pollutions.
Response surface methodology (RSM) is defined as a set of mathematical and statistical techniques that are used to develop, to improve or to optimize a product. RSM is a statistical method for optimization of multiple factors which determine optimum process conditions by combining experimental designs. In this study, optimization of nitrogen fertilizer and plant density on yield and nitrogen efficiency indicators of sesame using central composite design (CCD) for RSM was done.

Materials and methods
An experiment was conducted using CCD with 13 treatments and two replications at the Agricultural Research Station, Ferdowsi University of Mashhad during the growing season of 2015-2016. The treatments were allocated based on low and high levels of plant density (10 and 40 plants.m-2, respectively) and nitrogen (0 and 100 kg Urea ha-1, respectively). Seed yield, biological yield, nitrogen uptake efficiency, nitrogen utilization efficiency and nitrogen use efficiency were measured and calculated as dependent variables and changes of these variables were evaluated by a regression model. Lack-of-fit test was used to evaluate the quality of the fitted model. The adequacy of the model was tested by analysis of variance. In general, the full quadratic polynomial equation was tested to determine the significance of the model and the component of the model (linear, squared and first-order interaction terms). The quality of the fitted model was judged using the determination coefficient (R2).

Results and discussion
The results showed that effect of linear component was significant on all studied characteristics except for nitrogen utilization efficiency. Effect of square component was significant on all studied criteria. Interaction effect of full quadratic was significant on nitrogen use efficiency. Lack of fit test had no significant effect on the studied traits. The full square model for the response variables gave insignificant lack-of-fit indicating that the data of experimental were satisfactorily explained. The highest estimated and observed values of seed yield were obtained for 25 plants.m-2 and 500 kg Urea ha-1 (1320.52 kg.ha-1) and 25 plants.m-2 and 100 kg Urea ha-1 (1272.45 kg.ha-1), respectively. The maximum estimated and observed values of nitrogen use efficiency were calculated for 10 plants.m-2 and without N fertilizer with 11.41 and 11.28 kg seed/kg N of soil, respectively.

Conclusion
The slope of seed yield increased by an increase in density up to 25 plants.m-2 was higher under high levels of N fertilizer than under low levels, because the plant growth was improved in high amount of N fertilizer and resulted in high seed yield. By increasing nitrogen fertilizer declined nitrogen use efficiency. In general, it seems that resource use optimization such as nitrogen fertilizer and plant density based on the central composite design may be suitable cropping approach for sustainable production of sesame.

Keywords


1.Adesemoye, A.O., Torbert, H.A. and Kloepper, J.W. 2010. Increased plant uptake of nitrogen from 15N-depleted fertilizer using plant growth-promoting rhizobacteria. Appl. Soil Ecol. 46: 54-58.
2.Amanullah, J., Shahzad, A., Inamullah, A. and Musharaf, A. 2014. Influence of sowing time and nitrogen fertilization on alternaria leaf blight and oil yield of sesame cultivars. Pure Appl. Biol. 3: 4. 160-166.
3.Amini, M. 2007. Optimization the conditions for extraction of hydrocolloid compounds of Ballengo-Shirazi seed and studying the effect of its addition on rheological properties and bulk bread quality compared to Gazanthan gum. M.Sc. Thesis, College of Agriculture, Ferdowsi University of Mashhad, Iran. (In Persian with English Summary)
4.Ankumah, R.O., Khan, V., Mwamba, K. and Kpomblekou, A.K. 2003. The influence of source and timing of nitrogen fertilizers on yield and nitrogen use efficiency of four sweet potato cultivars. Agric Ecosyst. Environ.
100: 2-3. 201-207.
5.Arregui, L.M. and Quemada, M. 2008. Strategies to improve nitrogen use efficiency in winter cereal crops under rain fed conditions. Agron. J. 100: 277-284.
6.Aslan, N. 2007. Application of response surface methodology and central composite rotatable design for modeling the influence of some operating variables of a Multi-gravity separator for coal cleaning. Fuel. 86: 769-776.
7.Babaei Abarghouei, G.H. 2016. Effects of sowing date and integrative nitrogen application on nitrogen efficiency, yield and quality criteria of sesame. Ph.D. Thesis, College of Agriculture, University of Ferdowsi. Mashhad. Iran. (In Persian with English Summary) 
8.Behrooz, Z., Khodabandeh, N., Madani, H. and Shirzadi, M.H. 2010. Study of bush accumulation and division of nitrogen fertilizer on agronomic characteristic of local sesame in Jiroft region. New Finding in Agric. 4: 2. 91-99. (In Persian with English Summary)
9.Box, G.E.P. and Hunter, J.S. 1957. Multi-factor experimental designs for exploring response surfaces. The Institute of Mathematical Statistics. Pp: 195-241.
10.Box, G.E.P. and Wilson, K.B. 1951. On the experiment attainment of optimum conditions. J. Royal Stat. Soc.: Series B. 13: 1-45.
11.Caliskan, S., Arslan, M., Arioglu, H. and Isler, N. 2004. Effect of planting method and plant population on growth and yield of sesame in a Mediterranean type of environment. Asian J. Plant Sci. 3: 610-613.
12.Cassman, K.G., Dobermann A., Walters D.T. and Yang H. 2003. Meeting cereal demand while protecting natural resources and improving environmental quality. Annu. Rev. Environ. Resour. 28: 315-358.
13.Chimanshette, T. and Dhoble, M. 1992. Effect of sowing date and plant density on seed yield of sesame varieties. Indian J. Agron. 37: 280-282.
14.Cojocaru, C. and Zakrzewska- Trznadel, G. 2007. Response surface modeling and optimization of copper removal from aqua solutions using polymer assisted ultrafiltration. J. Membr. Sci. 298: 56-70.
15.Dawson, J.C., Huggins, D.R. and Jones, S.S. 2008. Characterizing nitrogen use efficiency in natural and agricultural ecosystems to improve the performance of cereal crops in low-input and organic agriculture systems. Field Crops Res. 107: 89-101.
16.Dean, A. and Voss, D. 2002. Design and Analysis of Experiments. Springer Texts in Statistics. New York.
17.Dobermann, D.I. and Cassman, K.G. 2004. Plant nutrient management for enhanced productivity in intensive grain production of United States and Asia. Plant Soil. 247: 153-175
18.Eickhout, B., Bouwman, A.F. and van Zeijts, H. 2006. The role of nitrogen in world food production and environmental sustainability. Agric. Ecosys. Environ. 116: 4-14.
19.Glendining, M.J., Dailey, A.G., Williams, A.G., Van Evert, F.K., Goulding, K.W.T. and Whitmore, A.P. 2009. Is it possible to increase the sustainability of arable and ruminant agriculture by reducing inputs? Agric. Sys. 99: 117-125.
20.Haghanian, S., Yadavi, A., Balouchi, H.R. and Moradi, A. 2016. Grain, oil yield and nitrogen use efficiency in different varieties of sesame (Sesamum indicum L.) under nitrogen fertilizer and weed competition. J. Agric Sci. Sustain. Prod. 26: 1. 67-81. (In Persian with English Summary)
21.Hatermink A.E., Johnston M.O., Sullivan J.N. and Poloma S. 2000. Nitrogen use efficiency of taro and sweet potato in the humid lowlands of Papua New Guinea. Agric. Ecosyst. Environ. 79: 271-280.
22.Huggins, D.R. and Pan, W.L. 1993. Nitrogen efficiency component analysis: an evaluation of cropping system differences in productivity. J. Agron . 85: 898-905.
23.Jefferson, T. 2003. Sesame a High Value Oil Seed. Growing Sesame Production Tips, Economics and Mare. Htm, Pp: 1-4.
24.Jouyban, Z., Moosavi, S.G. and Seghatoleslami, M.G. 2011. Seed yield and nitrogen use and agronomic efficiency of sesame as affected by irrigation levels, nitrogen and superabsorbent. Aust. J. Basic Appl. Sci. 5: 12. 697-702.
25.Kalavathy, H.M., Regupathib, I., Pillai, M.G. and Miranda, L.R. 2009. Modelling, analysis and optimization of adsorption parameters for H3PO4 activated rubber wood sawdust using response surface methodology (RSM). Colloids and Surfaces B: Bionterfaces. 70: 35-45.
26.Kant, S., Bi, Y.M. and Rothstein, S.J. 2011. Understanding plant response to nitrogen limitation for the improvement of crop nitrogen use efficiency. J. Exp. Bot. 62: 4. 1499-1509.
27.Karaaslan, D., Boydak, E., Gercek, S. and Simsek, M. 2007. Influence of irrigation intervals and row spacing on some yield components of sesame growth in Harran region. Asian J. Plant Sci. 6: 4. 623-627.
28.Koocheki, A., Nassiri Mahallati, M., Amiri, M.B. and Fallah Poor, F. 2016. Optimization of nitrogen fertilizer and irrigation in wheat cultivation by central composite design. J. Agroecol. (Under Press). (In Persian with English Summary)
29.Koocheki, A., Nassiri Mahallati, M., Khorramdel, S. and Morid Ahmadi, S. 2017. Optimization of plant density and nitrogen use in corn (Zea mays L.) by Central Composite Design. Iran. J. Field Crops Res.(Under Press). (In Persian with English Summary)
30.Koocheki, A., Nassiri Mahallati, M., Moradi, R. and Mansouri, H. 2013. Optimization of water, nitrogen and density in canola cultivation by central composite design. J. Agroecol. 3: 1. 1-16. (In Persian with English Summary)
31.Kwak, J.S. 2005. Application of Taguchi and response surface methodologies for geometric error in surface grinding process. Int. J. Mach. Tool Manu. 45: 327-341.
32.Majumdar, D. and Roy, S. 1992. Response of summer sesame to irrigation, row spacing and plant population. Indian J. Agron. 37: 758-762.
33.Maman, N., Lyon, D.J., Mason, S.C., Galusha, T.D. and Higgins, R. 2003. Pearl millet and grain sorghum yield response to water supply in nebraska. Agron. J. 95: 1618-1624.
34.Mansouri, H. 2014. Modeling of growth and nitrogen fertilization management in the production of Persian shallot and onion. Ph.D. Thesis, College of Agriculture, University of Ferdowsi. Mashhad. Iran. (In Persian with English Summary)
35.Martin, R.J. and Deo, B. 2000. Effect of plant population on calendula (Calendula officinalis L.) flower production. N. Z. J. Crop Hortic. Sci. 28: 37-44.
36.Mohajer, A.R. 2017. Imports 38 billion dollars of oil and meal over the past 25 years to the country. Interview with the Project Manager of Oil Seeds Project, Ministry of Jihad-e-Agriculture. Mehr News Agency. 5 September 2017. (In Persian)
 37.Montemuro, F., Maiorana, M., Ferri, D. and Convertini, G. 2006. Nitrogen indicators, uptake and utilization efficiency in a maize and barley rotation cropped at different levels and source of N fertilization. Field Crops Res. 99: 114-421.
38.Noorka, I., Hafiz, S.I. and El-bramawy, A. 2011. Response of sesame to population densities and nitrogen fertilization on newly reclaimed sandy soils. Indian J. Agron. 43: 4. 1953-1958.
39.Papari Moghaddam Fard, A. and Bahrani, M.J. 2005. Effect of nitrogen fertilizer rates and plant density on some agronomic characteristics, seed yield, oil and protein percentage in two sesame cultivars. Iran.
J. Agric. Sci. 36: 1. 129-134. (In Persian with English Summary)
40.Rezvani Moghadam, P., Norooz Poor, G., Nabati, J. and Mohammad Abadi, A. 2005. Effects of different irrigation intervals and plant density on morphological characteristics, grain and oil yields of sesame.Iran. J. Field Crops Res. 3: 1. 57-68. (In Persian with English Summary)
41.Salvagiotti, F., Castellarín, J.M., Miralles, D.J. and Pedrol, H.M. 2009. Sulfur fertilization improves nitrogen use efficiency in wheat by increasing nitrogen uptake. Field Crops Res. 113: 2. 170-177.
 42.Sharma, P.B., Parshar, R.R., Ambawatia, G.R. and Pillai, P.V.A. 1998. Response of sesame varieties to plant population and nitrogen levels. Field Crops Abstr. 51: 481.
43.Shindo, J., Okamoto, K., Kawashima, H. and Konohira, E. 2009: Nitrogen flow associated with food production and consumption and its effect on water quality in Japan from 1961 to 2005. Soil Sci. Plant Nutr. 55: 532-545.
44.Singh, J.S., Pandey, V.C. and Singh, D.P. 2011. Efficient soil microorganisms: a new dimension for sustainable agriculture and environmental development. Agric. Ecosys. Environ. 140: 339-353.
45.Sowers, K.E., Pan, W.L., Miller, B.C. and Smith, J.L. 1994. Nitrogen use efficiency of split nitrogen application in soft white winter wheat. Agron. J. 86: 942-948.
46.Toan, D.P., Thuy-Duong, T.N.A., Carlsson, S. and Bui, T.M. 2010. Morphological Evaluation of Sesame (Sesamum indicum L.) Varieties from Different Origins. Aust. J. Crop Sci. 4: 498-504.
47.Wang, J.P., Chen, Y.Z., Ge, X.W. and Yu, H.Q. 2007. Optimization of coagulation–flocculation process for a paper-recycling wastewater treatment using response surface methodology. Colloids and Surfaces A: Physico. Eng. Aspects. 30: 204-210.