SUMMARY
Experiments were carried out at stationary in Kragujevac, in Serbia, during the three growing seasons. The primary aim of the research was perceiving of the influence of long-term usage of the same amounts and rates of nitrogen, phosphorus and potassium on the yield and grain quality of winter wheat variety "Kruna". Uptake NPK uptake by wheat ranged from 120 kg ha-1 nitrogen, from 60 to 100 kg ha-1 phosphorus and 60 kg ha-1 potassium, respectively, depending on treatments type. The grain yield of the wheat was significantly lower in control (treatment without fertilizer). The three-year grain yield of winter wheat was the highest in the NP1K and NP2K (4.367 and 4.531 t ha-1) treatments. In terms of investigated traits, particularly grain yield and test weight fertilizer expressed more efficiency in the 2014/2015. Variance analysis showed statistically very significant differences for grain yield, 1.000-grain weight and test weight between the vegetation seasons and very significant differences for grain yield and 1000-grain weight between the variants of fertilization. Variance analysis showed very significant differences for 1000-grain weight between the interaction of the vegetation seasons and variants of fertilization.
It could be concluded that the grain yield in all treatments in the 2014/2015 growing season was significantly greater than in the other examined years, mostly as the result of highly favorable weather conditions at major stages of plant development wheat.
Keywords: fertilization, mineral nutrition, yield, wheat, correlation.
INTRODUCTION
In the last few decades, large experimental material about mineral nutrition and fertilizing of wheat was gathered. However, taking into account the dominant influence of the mineral nutrition in the synthesis of primary production of the organic matter and yield forming, this problem, intensively researched until now, will stay in the focal point of researchers and practitioners as long as plants cultivated (Kneţević et al., 2015). A constant advance in the selection and creation of new varieties represents the strong impetus to research of different problems of the mineral nutrition of wheat (Perišić et al., 2016; Khan et al., 2017; Djuric et al., 2018; Jordanovska et al., 2018; Terzić et al., 2018a; Rajičić et al., 2019). With the appearance of the new wheat variety (essentially distinguished in a number of useful traits, a higher yield potential on the first place), it turned out their demands are more pronounced according to mineral nutrition (Kneţević et al., 2007; Jelić et al., 2016; Khan and Mohammad, 2016; Ðekić et al., 2017a; Tmušić et al., 2018).
Winter wheat use relatively large amounts of mineral elements during vegetation and have high demands according to soil fertility (Jelić et al., 2014; Ðekić et al., 2017b). From the numerous macroelements from the soil, wheat use nitrogen the most, something less potassium, even less phosphorus and the least sulfur, magnesium, and calcium (Milivojević et al., 2018). Amounts of nutritional elements from the soil used by wheat during vegetation mostly depend on the grain yield level and the vegetative mass. In Serbia, the most often amounts of nitrogen needed to be applied for high yield are ranged between 80-120 kg ha-1 depending on agrochemical properties of the soil (Malešević et al., 2010; Popović et al., 2011; Ðekić et al., 2014; Jelic et al., 2015; Terzic et al., 2018b; Rajičić et al., 2019).
From the numerous macroelements, nitrogen, phosphorus, and potassium are the most important for wheat growth and development and in certain quantities and rates must be incorporated in almost all soil types, regardless it represents direct nutrient usage or usage in preceding cultivated species (Popović et al., 2011). Between the elements of mineral nutrition, the nitrogen has the greatest role in yield increases of cultivated species (Kneţević et al., 2007; Ðekić et al., 2014; Terzic et al., 2018b; Madić et al., 2019), especially in wheat (Jelic et al., 2015; Khan and Mohammad, 2016; Ðekić et al., 2017a; Rajičić et al., 2020). Nitrogen is showing the greatest effect through the joint usage with phosphorus and potassium (Popović et al., 2011; Ðekić et al., 2014; Jelić et al., 2014; Khan et al., 2017; Terzic et al., 2018b; Kneţević et al., 2019; Rajičić et al., 2019).
The primary aim of the research was perceiving of the influence of longterm usage of the same amounts and rates of nitrogen, phosphorus and potassium on the yield and grain quality of winter wheat variety „Kruna", during the three growing seasons (2012/13, 2013/14 and 2014/15) on location Kragujevac in Republic of Serbia.
MATERIAL AND METHODS
Experimental design
Effects of mineral nutrition efficiency of wheat have been studied at the stationary field trial of the Small Grains Research Centre at Kragujevac location, (44° 22' N, 20° 56' E, 173-220 m a. s. l.) of Šumadija district in Republic of Serbia, for three years period from 2013 to 2015. The winter wheat cultivar used in the experiment was Kruna, the dominant cultivar in the production region of Šumadija in Republic of Serbia. Fertilization was regular and followed a longtime scheme. Wheat sowing was done on two separated stationary fields (A and B) with corn rotation system.
Because of appearance of new demanded cultivars at permanent changes in soil fertility level and environmental conditions, still exist need to researches mineral nutrition of wheat, as well as determine optimal rates and balanced nutrition ratios in concrete agro ecological conditions. The rates of nitrogen application were 120 kg ha-1 N and they were applied either individually or in combination with two phosphorus rates and a potassium fertilizer. A nonfertilized variant served as a control. Eight variants of mineral nutrition N (120 kg ha-1 N), Pj (60 kg ha-1 P2O5), P2 (100 kg ha-1 P2O5), NP1 (120 kg ha-1 N and 60 kg ha-1 P2O5 ), NP2 (120 kg ha-1 N and 100 kg ha-1 P2O5), NP1K (120 kg ha-1 N, 60 kg ha-1 P2O5 and 60 kg ha-1 K2O), NP2K (120 kg ha-1 N, 100 kg ha-1 P2O5 and 60 kg ha-1 K2O) and untreated control were tested in the experiment. The fertilizers applied were complex NPK fertilizers (15:15:15), superphosphate (17% P2O5) and CAN (calcium ammonium nitrate) as a nitrogen fertilizer containing 27% N. Total amounts of phosphorus and potassium fertilizers and half the nitrogen rate are regularly applied during pre-sowing cultivation of soil.
Sowing in all three analyzed years was carried out in the second half of October, at spacing between rows with of 12 cm, with a seed density of 500 germinating grains per m2. The trial was designed in a randomized block with five replications. The crops were harvested at full maturity using (dates of harvesting 17.07.2012, 15.07.2013 and 04.07.2014). Three parameters, namely grain yield (t ha-1), 1000-grain weight (g) and test weight (kg hl-1) were analyzed. Grain yield was harvested and reported at 14% moisture. The 1000-grain weight was determined using an automatic seed counter. Test weight is the weight of a measured volume of grain expressed in kilograms per hectoliter.
Soil analysis
The trial was set up on a vertisol soil in a process of degradation, with heavy texture and very coarse and unstable structure (humus 2.2%, nitrogen 0.13%, phosphorus 2.0 mg 100 g-1 soil, potassium 20.0 mg K2O 100 g-1 soil and pH in H2O 5.19).
Statistical analysis
The results were analyzed by the method of analyzing the variance of a single-factorial trial (ANOVA) using the statistics module Analyst Program SAS/STAT (SAS Institute, 2000). The significance of differences in mean values of the treatments was tested by the LSD test. Relative dependence was defined through correlation analysis (Pearson's correlation coefficient), and the coefficients that were obtained were tested at the 5% and 1% levels of significance.
Meteorological conditions
This study was conducted over a three-year period in the Šumadija region, Central Serbia, on a Vertisol soil, at Kragujevac location (Table 1).
Data in Table 1 for the investigated period clearly indicate that meteorological conditions recorded high variability during research. The average air temperature was higher by 0.97°C, 1.32°C and 1.78°C in 2012/13, 2013/14 and 2014/15 than the average of many years. The sum of rainfall precipitation was higher by 86.8 mm, 232.4 mm and 111.1 mm in 2012/13, 2013/14 and 2014/15 than the average of many years and with a very uneven distribution of precipitation per months. During the April and May in 2013/14 it more of rainfall what for 77.1 mm and 169.4 mm compared with the perennial average. In addition to the necessary reserve for the spring part of the vegetation, winter precipitation greatly influences the distribution of easily accessible nitrogen in the soil (Dodig et al., 2008; Hristov et al., 2011; Iftikhar et al., 2012; Jelic et al., 2015; Terzić et al., 2018a; Grčak et al., 2019; Biberdzic et al., 2020).
RESULTS AND DISCUSSION
Grain yield, 1000-grain weight and test weight
Table 2 presents average values for grain yield, 1000-grain weight and test weight across years and treatments during the study. The highest three-year wheat grain yield of 3.787 t ha-1 was recorded in vegetation season 2014/15 and it was significantly higher than the yield in 2013/14 (2.382 t ha-1). The three-year grain yield significantly varied across treatments, from 1.156 t ha-1 in control to 4.531 t ha-1 in treatment NP2K with 120 kg ha-1 N, 100 kg ha-1 P2O5 and 60 kg ha-1 K2O.
The average three-year 1000-grain weight significantly varied across years from 37.19 g in 2014/15 to 40.77 g in 2012/13. The 1000-grain weight of winter wheat significantly varied across treatments, from 34.87 g in control to 41.01 g in treatment in treatment NP2K with 120 kg ha-1 N, 100 kg ha-1 P2O5 and 60 kg ha-1 K2O.
The highest three-year wheat test weight in year 2014/15 (76.34 kg hl-1) was significantly higher compared to 2012/13 and 2013/14 (71.80 and 72.25 kg hl-1). The highest test weight had the wheat application in treatment NPiK in a quantity of 120 kg ha-1 N, 60 kg ha-1 P2O5 and 60 kg ha-1 K2O (74.54 kg hl-1).
Table 3 presents average values for grain yield, 1000-grain weight and test weight across years and treatments during the study. The yield during the 2012/13 significantly varied across treatments and the highest yield of 4.385 t ha-1 and 4.779 t ha-1 of was recorded in the NP1K and NP2K treatments. During the 2013/14 year, the yield significantly varied across treatments, and the highest average grain yield was recorded in the NP2K treatment (3.456 t ha-1). During the 2014/15 grain yield significantly varied across treatments and the highest yield was in the NP1K and NP2K treatments (5.493 and 5.357 t ha-1).
The 1000-grain weight of winter wheat significantly varied across all years and treatments as presented in Table 3. During the 2012/13 and 2013/14 1000grain weight significantly varied across treatments and the highest 1000-grain weight was in the NP2K treatment (43.36 g and 41.62 g). During the 2014/15 1000-grain weight significantly varied across treatments from 31.16 g in control to 40.84 g in NP2. The contribution of fertilization in the 1000-grain weight was 15% more at control (treatment without fertilizer) compared to N treatment (under low or high nitrogen content) in grain yield variation (Rajičić et al., 2019).
The test weight in 2012/13 year varied across treatments, from 70.25 kg hl1 1 P2 to 73.41 kg hl-1 in NP2K treatments (Table 3). The higher values for test weight in 2013/14 year were found in the P2 treatment (73.97 kg hl-1). During the third year of examination (2014/15), significantly higher values for test weight were found in the NP1K treatment (78.48 kg hl-1).
The present results confirm the opinion of many authors that the GY and TGW are genetically determined but are strongly modified by the weather conditions and soil nutrient availability (D strok signekić et al., 2014; Jelić et al., 2014; Khan and Mohammad, 2016; Khan et al., 2017; Terzic et al., 2018b; Knežević et al., 2019; Rajičić et al., 2020).
Analysis of variance the analyzed traits
The analysis variance of yield, 1000-grain weight and test weight of wheat depending on the level of nitrogen, phosphorus and potassium fertilization on the yield and grain quality of wheat at Kragujevac in Serbia during three growing seasons, are shown in table 4. Data in Table 4 for the investigated period (20132015) clearly indicate that highly significant effect of year was found on grain yield (F= 11.069··), 1000 grain-weight (F=16.445··) and test weight (F=44.664··). Furthermore, grain yield (F=24.371··) and 1000-grain weight (F=9.528··) was highly significant among the fertilization. The 1000-grain weight was highly significant regarding the interaction years and different treatments. The present results confirm the opinion of many authors that grain yield and 1000-grain weight are genetically determined but are strongly modified by the weather conditions and soil nutrient availability (D strok signekić et al. 2014, 2017a; Jelic et al., 2014, 2015; Khan et al., 2017; Milivojević et al., 2018; Popovic et. al., 2017; Terzić et al., 2018a; Tmušić et al., 2018; Rajičić et. al., 2019). Application of mineral fertilizers has a significant impact on 1000-grain weight which is significantly higher in more intensively fertilized variants as observed by D strok signekić et al. (2014), Terzić et al. (2018a) and Rajičić et al. (2020).
Correlations between the analyzed traits
Table 5 presents the correlation coefficients between the years and examined traits. Positive and significant correlation coefficients, in 2012/13, were found between grain yield and test weight (r=0.374·). Highly significant and positive correlation coefficients, in 2013/14, as presented in in Table 5, were found between grain yield and 1000-grain weight (r=0.683··). Highly significant and positive correlation coefficients, in 2014/15, were found between grain yield and 1000-grain weight (r=0.733··), Table 5. The correlative dependence of the grain yield in the vegetation seasons was positive and highly significant with 1000 grain weight as established by Iftikhar et al. (2012), D strok signekić et al. (2014) and Terzić et al. (2018a). Grain yield depends directly on the number of grains per spike and the 1000 grain weight (Hristov, 2011; Iftikhar et al., 2012; Khan and Mohammad, 2016; D strok signekić et al., 2017a; Khan et al., 2017; Djuric et al., 2018a)
Table 6 presents the correlation coefficients between the treatments and examined traits. The correlative dependence of the grain yield in the treatment NP2 in was positive and medium significant correlation with the 1000-grain weight (r=0.536· ). Positive correlations were observed between grain yield and test weight in all treatments. Negative and medium significant correlation coefficients were found between 1000-grain weight and test weight in treatments N (r=-0.596· ) and P2 (r=-0.628· ) and negative but strong highly significant correlation were in the treatment P1 (r=-0.707··).
The present results confirm the statement of many authors that the traits analyzed and their correlations are genetically determined but are strongly modified by the nutrient status of the environment and weather conditions (Ðekić et al., 2014; Khan and Mohammad 2016; Terzic et al., 2018b; Lakić et al., 2018; Nazarenko et al., 2019; Rajičić et al., 2019).
CONCLUSIONS
Because of appearance of new demanded cultivars at permanent changes in soil fertility level and environmental conditions, still exist need to researches mineral nutrition of wheat, as well as determine optimal rates and balanced nutrition ratios in concrete agro ecological conditions. Effects of mineral nutrition efficiency of wheat have been studied at the stationary field trial of the Small Grains Research Centre in Kragujevac (Serbia) from 2012/2013 to 2014/2015. Nitrogen had a most significant impact on the yield of wheat. The average grain yield of all cultivars in the 2014/15 growing season was significantly greater than in the following years, mostly as the result of highly favourable weather conditions at major stages of plant development. The highest average yields were gained by NP1K (4.367 t ha-1) and NP2K (4.531 t ha-1) treatment in three-year period.
The analysis of variance showed very significant differences of vegetation seasons on the grain yield, 1000-grain weight and test weight. The analysis of variance showed statistically highly significant differences for grain yield and 1000-grain weight between the fertilization. Mineral nutrition in study significantly increased the yield of winter wheat.
ACKNOWLEDGEMENTS
This paper is part of the projects, Grant numbers: 451-3-68/2020- 14/200189 and 200358, financed by the Ministry of Education, Science and Technology Development of Republic of Serbia.
Notes: The authors declare that they have no conflicts of interest. Authorship Form signed online.
Received:19/05/2020 Accepted:26/06/2020
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Abstract
The primary aim of the research was perceiving of the influence of longterm usage of the same amounts and rates of nitrogen, phosphorus and potassium on the yield and grain quality of winter wheat variety „Kruna", during the three growing seasons (2012/13, 2013/14 and 2014/15) on location Kragujevac in Republic of Serbia. MATERIAL AND METHODS Experimental design Effects of mineral nutrition efficiency of wheat have been studied at the stationary field trial of the Small Grains Research Centre at Kragujevac location, (44° 22' N, 20° 56' E, 173-220 m a. s. l.) of Šumadija district in Republic of Serbia, for three years period from 2013 to 2015. Wheat sowing was done on two separated stationary fields (A and B) with corn rotation system. Because of appearance of new demanded cultivars at permanent changes in soil fertility level and environmental conditions, still exist need to researches mineral nutrition of wheat, as well as determine optimal rates and balanced nutrition ratios in concrete agro ecological conditions. The fertilizers applied were complex NPK fertilizers (15:15:15), superphosphate (17% P2O5) and CAN (calcium ammonium nitrate) as a nitrogen fertilizer containing 27% N. Total amounts of phosphorus and potassium fertilizers and half the nitrogen rate are regularly applied during pre-sowing cultivation of soil.
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Neither ProQuest nor its licensors make any representations or warranties with respect to the translations. The translations are automatically generated "AS IS" and "AS AVAILABLE" and are not retained in our systems. PROQUEST AND ITS LICENSORS SPECIFICALLY DISCLAIM ANY AND ALL EXPRESS OR IMPLIED WARRANTIES, INCLUDING WITHOUT LIMITATION, ANY WARRANTIES FOR AVAILABILITY, ACCURACY, TIMELINESS, COMPLETENESS, NON-INFRINGMENT, MERCHANTABILITY OR FITNESS FOR A PARTICULAR PURPOSE. Your use of the translations is subject to all use restrictions contained in your Electronic Products License Agreement and by using the translation functionality you agree to forgo any and all claims against ProQuest or its licensors for your use of the translation functionality and any output derived there from. Hide full disclaimer
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1 Nataša Ljubičić, BioSense Institute, Zorana ÐinĎića 1, Novi Sad, SERBIA