Field experiment entitled “Evaluation of wheat lines for yield and yield components under rain-fed conditions’’ was conducted in winter season 2015-2016 at Agriculture Research Farm of University of Haripur. Twenty wheat genotypes viz., advance line #1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18 and two check varieties viz., Pirsabak 2015, Aas-2011were evaluated in the field under rain-fed conditions under randomized complete block design using three replications. The data regarding number of productive tillers, plant height, days to 50% heading, spike length, number of grains spike-1, 1000 grain weight, biological yield and grain yield was recorded. The analysis of data revealed non-significant differences among the investigated wheat genotypes for plant height days to 50% heading. However, significant differences were found among the tested wheat genotypes for number of productive tillers, biological yield and grain yield. Over all line # 3, 7, 9 and 17 out yielded the local checks with regard to number of productive tillers, biological yield and grain yield. Therefore, potential exists among the investigated advance lines for their further evaluation in the field under rain-fed conditions for using them as breeding material for development of wheat cultivars for rain-fed areas of Pakistan.
Keywords: wheat genotypes, line, yield and yielding components
About 70% of the world's wheat is cultivated under rain-fed conditions1 and cause significant reduction in yield.2 The yield loss may reach up to 70% in different parts of the world. In Pakistan, wheat under rain-fed conditions is cultivated on more than 20% of the total wheat area mainly concentrated in Pothwar plateau where average farmer yield is about 1.5 t ha-1 which is 50% less than national average wheat yield. Wheat is the major staple food of Pakistan as well as of the world. The grain is directly or in directly used as human diet and its straw is used as an animal feed. In Pakistan, wheat was grown on 7m ha in irrigated areas with an average yield of 2566 kg ha-1 (MINFAL, 2004-05). Optimum temperature range for better wheat growth falls between 15° and 25°C. Low wheat yield under tropical rain-fed conditions is generally associated with low soil moisture at planting and high temperature stress at reproductive growth stages of the crop. Wheat is grown all over the world for its high nutritious value. It is ranked among the top three most produced cereal crops in the world, along with corn and rice. Wheat grain is consumed in several ways in a number of industrial and commercial products. It is also a cheaper source of feed for livestock and poultry.3 About 93% of the food to feed the people of the world comes from plants, two-third of which is contributed by the cereals (wheat, maize, barley, sorghum, and millet). These cereals are the major source of calories and protein for the most of the world. About 80 % of the global cereal production comes from wheat, maize, and rice. Among the cereals, wheat is the largest. Of the two principal types of wheat, 90% of the world's wheat is bread wheat, which accounts for 94% of the production.
Wheat is a major cereal grown in Pakistan. The technical name of wheat is “Triticum aestivum L” it is a self pollinated (95%), long day plant belonging to the family “poaceae” having genus “triticum”. It is a source of energy and proteins, 95% of the wheat grown today is of the hexaploid (2n=6×= 28) type used for pasta, macaronis and biscuits. Wheat production can be increased by development of high yielding wheat cultivars under different environmental conditions and selection for grain yield can be effective if sufficient genetic variation is present in the plant material. The grain yield is related to thousand grain weight and number of spikes per unit area. Moreover Dwivedi et al. found that number of tillers per plant exerted a substantial effect on grain yield, while Kumar et al. found high genetic advance for plant height, number of spikelet’s per spike and thousand seed weight in wheat.
Wheat is grown under a wide range of environmental conditions in Pakistan and NWFP. Plant breeders aim to develop wheat cultivars that consistently have high yield in a variety of environments. Wheat cultivars are exposed to different soil types, soil fertility, moistures levels, temperatures and cultural practices. The adaptability of a variety is usually tested by the degree of its interaction with different environments. A variety or genotype is considered to be more adaptive or stable if it has a high mean yield with low degree of fluctuations in yielding ability grown over diverse climatic conditions the differentiate yield response of genotypes from one environment to another is called differentiate yield response of genotypes from one environment to another is called genotype x environment (GE) interaction. Some wheat cultivars are adapted to a broader range of environments while others have limited environmental adaption. The cultivars with consistence performance in different environments and locations are more stable in yield and others related of the economic importance.
Past research has shown that fluctuations in performance of the cultivars are due to plating time seeding rates, plant population hectares-1 , fertilizers rate, land preparation, weed management, water arrangement and mostly due to different environments. However, research should be conducted for development and improving the wheat cultivars for gaining more yieldshectare-1, quality throughout the world including Pakistan and especially in Khyber Pakhtunkhwa. Sustainable agricultural productivity might be achieved through a wise use of integrated nutrient management. It enhanced plant growth, water, and soil and land management. Integrated soil nutrient management increased the crop yield and insufficient amount of these nutrients. Integrated soil management has an implication on agricultural sustainability because it increases soil fertility and productivity. Farmyard manures have a high potential to boost up crop growth combined with chemical fertilizer.4
The current research study was under taken to fulfill the following objectives:
Field experiment entitled “Evaluation of wheat lines for yield and yield components under rain-fed conditions’’ was conducted in winter season 2015-2016 at Agriculture Research Farm of University of Haripur. The seed of 20 wheat genotypes was obtained from Cereal Research Institute Nowshera Pirsabak.
Crop husbandry practices
Twenty wheat genotypes including two checks viz., Pirsabak 2015, Aas-2011, Entry#1, 2, 3,4,5, 6,7, 8,9,10, 11,12,13, 14,15,16,17 and 18 were sown on 20th November, 2015.Agriculture Farm of University, Pakistan using hand drill by seeding at 100kg ha-1. The experiment was laid out in randomized complete block design and replicated thrice. The plot size is kept (1.5×1.8 m2). A fertilizer doze of Nitrogen @ 120Kg ha-1 Nitrogen as Urea, 90Kg ha‑1 P2O5 as DAP and 60 Kg ha-1 as potassium sulphate was applied at the time of sowing. Herbicide i.e. Buctril M (for broad leaf weeds) and Puma Super (for narrow leaf weeds) were used to control weeds in the research area.
Data recorded
Data on following parameters such as Plant height, days to 50% heading, length of spike, numbers of productive tillers, number of grains per spike, thousands grain weight, biological yield and grain yield which was recorded.
Statistical analysis
Replicated data was subjected to analysis of variance using Statistic 8.1. Means were compared using Tuckey HSD test at 0.05 probability level.
Data collected for different morphological traits were analyzed using Statistic 8.1 computer software. The mean data are shown in Tables 1‒4. And ANOVA Tables for each parameter is given after of the each parameter.
Days to 50 % heading
Statistical analysis of data showed significant differences for days to 50 % heading among wheat lines Table 1. The maximum days to 50 % heading were recorded in line 14(110 days) and the minimum number were recorded in line 1 (118days). As a result of comparison of lines showed that the performance of line 14 better than all over lines. It takes minimum time to reach 50 % heading. The differences in days to 50% heading among different wheat lines might be due to their different genetic makeup. In a similar research investigation in wheat with different genotypes Amin et al.,5 obtained similar findings.
Plant height (cm)
Plant height was measured from soil surface to the base of the ear head of main shoot at maturity stage. The analysis of variance indicated that plant height varied significantly in different wheat lines. Among wheat lines, the maximum plant height (94.467cm) was recorded in line 18, and minimum plant height (84.567cm) was recorded in line 3. As a result of comparison of lines showed that the performance of line 18 better than all over lines. This indicates that line 18 proved to be the promising line of the future as regard to its height. These results are further supported by Yu6 who reported considerable variation in the plant height of different wheat lines when planted under rain-fed conditions. Biological diversity was observed in different wheat lines under rain-fed conditions by Ozgen.7 The result also confirm with Zubair et al.,8 Chaudry et al.9
Spike length (cm)
The spike length was influenced significantly and different lines of wheat varied markedly for spike length. The spike length (12.633cm) in line 6. The lowest spike length (10.233cm) was recorded in line 7, these result are further supported by Voltas et al.,10 who found that tillering capacity and spike length were genetically influenced by the breeding material for development of wheat lines developed in different rain-fed conditions. The results agree with Walton11 Zubair et al.,8 Khan & Bajwa12 who reported the same results.
Number of productive tillers (m-2)
The result regarding productive tillers are presented in Table showed that all the varieties were significantly different for number of productive tillers per meter square. Analysis of the data revealed that higher productive tillers per meter square (267.50) were recorded in lines 9, while lower productive tiller per meter square (218.06) were recorded in line 1. The difference in productive tiller per m2 might be due to differences in genetically make up, heavy rainfall and lodging. It was observed that line 9 was most promising wheat variety for cultivation under soil and climatic condition of Pakistan. These results are further supported by Piepho et al.13 who were of the opinion that the tillers m-2 is generally associated with genetic makeup of the parental material of different wheat lines. These researches have also reported varied response of varieties for the number of tillers m-2 in wheat. The mean data of productive tillers m-2 is shown in Table 2.
Number of grains spike-1
The varietal effect on grains spike-1 was significant and the results shown in Table 3 indicated that maximum grain spike-1(64.367grains) was recorded in line 18. While the minimum grains (54.867) spike-1 was recorded in line 15. It was observed that line 18 performed better than all over lines tested in the experiment. But the differences in the lines are non-significant, when compare to each other.
Biological yield (kg ha-1)
Biological yield of wheat lines were statistically found significantly different. Analysis of data revealed that maximum biological yield (15122) was recorded in line 10 and minimum biological yield was recorded (12211) in line 2. The results indicate that line 10 performed better. These results are in accordance with the findings reported by Dahleen et al. who reported varied quantities of total biomass for lines developed in the diversified region.
1000 grains weight (g)
Statistical analysis showed highly significant difference for 1000 grains weight among wheat lines shown in Table 4. The maximum 1000 grains weight was found in line 14 (46.333gm), while the minimum 1000 grains weight was recorded in line 9(35.000gm). The result indicates that line 14 performed better in soil and climatic condition of Pakistan.
Grain yield (kg ha-1)
Statistical analysis indicates significant differences for grain yield among wheat lines. The results showed maximum grain yield in line 17(5600.0), followed by line 7(5566.7), line 9(5544.4) respectively. And the minimum grain yield (4600.0) was recorded in line 3. The result showed that the line 7 performed best in soil climatic condition of Pakistan. These results are agreement with those of Porfiri et al.13 reported that the grain yield of wheat lines is mostly associated with the environmental conditions.14‒34
Entry |
50% heading |
Plant height (cm) |
1 |
110.00 NS |
85.833 NS |
2 |
116 |
93.3 |
3 |
111.33 |
84.567 |
4 |
111 |
88.9 |
5 |
111.67 |
87.1 |
6 |
112.33 |
86.367 |
7 |
114 |
94.267 |
8 |
114.67 |
87.033 |
9 |
111 |
91.267 |
10 |
115.67 |
91.8 |
12 |
115 |
88.767 |
13 |
114 |
89.9 |
14 |
118.67 |
98.433 |
15 |
112.67 |
89.867 |
16 |
112.33 |
92.533 |
17 |
115.67 |
88.9 |
18 |
114 |
94.467 |
PS-2015 (local check) |
112 |
86.233 |
Aas-2011 (local check) |
112.67 |
92.033 |
LSD |
10.193 |
15.292 |
CV (%) |
2.91 |
5.5 |
Table 1 Mean values of 50% heading and plant height (cm)
Entry |
Spike length (cm) |
Number of productive tillers(m2 ) |
1 |
10.367 NS |
218.06 D |
2 |
11.333 |
228.50 CD |
3 |
11.833 |
234.56 BCD |
4 |
11.1 |
256.06 ABC |
5 |
11.2 |
250.17 ABC |
6 |
12.633 |
254.72 ABC |
7 |
10.233 |
261.33 AB |
8 |
11.8 |
262.56 AB |
9 |
11.8 |
267.50 A |
10 |
12.833 |
264.05 AB |
12 |
12.233 |
252.34 ABC |
13 |
11.8 |
259.06 AB |
14 |
10.367 |
237.89 ABCD |
15 |
12.533 |
243.17 ABCD |
16 |
13.633 |
246.78 ABCD |
17 |
10.067 |
264.11 AB |
18 |
12.567 |
256.33 ABC |
PS-2015 (local check) |
11.7 |
240.94 ABCD |
Aas-2201 (local check) |
11.967 |
257.44 ABC |
LSD |
11.91 |
3.86 |
CV (%) |
4.295 |
29.817 |
Table 2 Mean values for Length of Spike (cm) and Number of productive Tillers (m2)
Entry |
Grain per spike(gm) |
Biological yield(kg/ha) |
1 |
60.700 NS |
13611 NS |
2 |
58.7 |
12211 |
3 |
56.8 |
12282 |
4 |
55.167 |
12878 |
5 |
59.233 |
14072 |
6 |
58.6 |
12223 |
7 |
63.667 |
14556 |
8 |
62.433 |
13808 |
9 |
60.733 |
14834 |
10 |
62.867 |
15122 |
12 |
60.767 |
13889 |
13 |
59.933 |
14056 |
14 |
57.633 |
14474 |
15 |
54.867 |
12892 |
16 |
60 |
13463 |
17 |
59.067 |
14111 |
18 |
64.367 |
14285 |
PS-2015 (local check) |
53.067 |
13041 |
Aas-2011 (local check) |
56.933 |
13644 |
LSD |
7.91 |
10.11 |
CV (%) |
14.473 |
4263.7 |
Table 3 Mean values for no of grains/Spike(gm) and biological yield(kg/ha)
Entry No. |
1000 grain weight(gm) |
Grain yield(kg/ha) |
1 |
42.667 NS |
5077.8 ABC |
2 |
42.667 |
4766.9 BC |
3 |
40.333 |
4600.0 C |
4 |
40.833 |
5211.1 ABC |
5 |
40.167 |
5400.0 AB |
6 |
42.667 |
4844.4 ABC |
7 |
40 |
5566.7 A |
8 |
38.667 |
5333.3 ABC |
9 |
35 |
5544.4 AB |
10 |
42.167 |
5100.0 ABC |
12 |
41.167 |
4844.4 ABC |
13 |
40 |
5122.2 ABC |
14 |
46.333 |
4955.6 ABC |
15 |
44.833 |
4855.6 ABC |
16 |
41 |
5155.6 ABC |
17 |
37.667 |
5600.0 A |
18 |
39.667 |
5433.3 AB |
PS-2015 (local check) |
39.833 |
4813.3 ABC |
Aas-2011 (local check) |
42.333 |
5061.1 ABC |
LSD |
14.07 |
5.01 |
CV (%) |
17.792 |
791.82 |
Table 4 Mean values for 1000 Grains Weight(gm) and Grain Yield(kg/ha)
It was concluded from the research investigation that line 3, 7, 9 and 17 showed best performance by producing highest number of productive tillers, number of grains spike-1, and hence highest grain yield kg ha-1 under rain-fed conditions.
These lines possess great genetic potential for further evaluation in the field under different locations for development of wheat cultivars under rain-fed environment.
None.
Author declares that there is no conflicts of interest.
© . This is an open access article distributed under the terms of the, which permits unrestricted use, distribution, and build upon your work non-commercially.