The ANOVA results of the present investigation (Table 1) showed that the application of bio-fertilizers significantly (P < 0.01) improved all the growth characters over control. A significant difference was observed among the locations for all studied traits except for thousand seed weight. Interaction between the different biofertilizers and location was also significant (p < 0.01) for the number of pods per plant, grain, straw, and biological yield of lentil.
Table 1
mean square for growth, yield, and yield-related traits of maize
Source of variation | d.f. | PH | NPPP | NN | SPP | TSW | GY | SY |
Block | 2 | 2.84 | 83.01 | 53.7 | 0.026 | 4.129 | 5821.7 | 14712 |
Treatment | 7 | 39.93** | 712.4** | 114.3** | 0.51** | 27.89** | 201839.4** | 221331** |
Location | 2 | 172.36** | 465.6** | 29.8** | 0.17** | 12.059ns | 75509.0** | 8895** |
Treatment.Location | 14 | 0.54ns | 28.9** | 1.01ns | 0.01ns | 5.906ns | 2757.6** | 4567** |
Residual | 46 | 0.5232 | 5.507 | 1.389 | 0.01 | 5.589 | 626.9 | 1232 |
Plant height (PH), Pod per plant (NPP), Number of nodules (NN) Seed per pod (SPP), thousand seed weight(TSW), Grain yield(GY), and straw yield (SY)
Plant height
The result for plant height illustrated in Table 2 demonstrated that a significant (P < 0.01) difference was obtained among the different treatments. Dual inoculation of Rhizobium and phosphate solubilizing bacteria (PSB) significantly increased plant height over their sole application and control. The longest plant height (53.61 cm) was measured in seeds inoculated with Rhizobium + PSB along with the recommended dose of NPKSZn followed by Rhizobium + PSB (50.64cm) and Rhizobium + NPKSZn (50.38 cm). The shortest plant height (46.56 cm) was recorded in the control. The highest plant height in the biofertilizer-treated plot might be attributed to better nourishment causes positive effects such as enhanced photosynthesis rate, absorption, cell division, and vegetative growth. This is because Rhizobium and PSB inoculants boosted N fixation and increased P and S uptake in the soil, which may subsidize to improved vegetative growth of lentils. The present work is in agreement with the findings of Endalkachew et al. (2016) who reported an increase in the plant height of lentils in response to inoculation with rhizobium strain. These results are also in agreement with the findings of Singh et al., (2014). A similar result was also found by Prasad et al. (2002) and Chandra and Pareek, (2007) in lentils due to the synergistic effect of Rhizobium + PSB + PGPR recorded significantly more mean plant height.
A similar trend was also obtained for the number of pods per plant, number of nodules, and seeds per pod in which the highest number of pods per plant (111.11), number of nodules (25.78), and seeds per pod (1.789) were recorded with treatment in which Rhizobium + PSB along with 100% recommended dose of NPKSZn were inoculated followed by the results produced by inoculation of Rhizobium and PSB. While the lowest number of pods per plant (84.11), number of nodules (15), and seeds per pod (1.078) were obtained in the control. Dual inoculation of seed with Rhizobium and PSB increased the number of the nodules by 57.8% and 33.9% over the control and application recommended dose of NPKSZn respectively. The results indicated that inoculation of lentil seeds by Rhizobium and PSB enhanced the growth and nodulation of lentil crops than un-inoculated treatments in all locations. Among the locations significant highest plant height (52.64 cm), number of pods per plant (103.5), seed per pod (1.52), and number of nodules (22.12) was recorded at Alage followed by Mekelle University.
The positive effect of Rhizobium and PSB inoculation may have formed favorable soil conditions for the growth and development of nitrogen-fixing bacteria and promote the utilization of high quantities of nutrients through their well-developed root system for better nodules (Scherer et al., 2006). Bejandi et al. (2012) reported that seed inoculation with Rhizobium cicerea produced a significantly higher nodule number of active nodules per plant than the control.
The enhancement in plant growth and biomass production might be due to an increased rate of photosynthesis and higher metabolic activities, mobilization of some movable forms of important nutrients, production of growth-promoting substances like gibberellic acid, indole acetic acid and dihydrozeatin (Aguilar-piedras et al., 2008). Similarly, Akhtar et al. (2018) reported that the use of Rhizobium spp. Resulted in a greater increase in plant growth, number of pods, and nodulation.
Table 2
The main effect of biofertilizer and location on growth yield and yield component of lentil
Treatment | PH | NPPP | NN | SPP | TSW | Gy(kg/ha) | StrY (kg/ha) | By(kg/ha) |
Rzm + PSB + NPKSZn | 53.61a | 111.11a | 25.78a | 1.789a | 26.01a | 1115.8a | 1713a | 2829a |
Rzm + PSB | 50.64b | 106.00b | 23.67b | 1.667b | 25.47ab | 1027.3b | 1681a | 2708b |
Rzm + NPKSZN | 50.38b | 105.22b | 23.78b | 1.622b | 25.22ab | 962.2c | 1628b | 2590c |
PSB + NPKSZn | 49.64c | 102.44c | 21.67c | 1.489c | 24.90ab | 909.7d | 1583c | 2492d |
Rzm | 49.19cd | 99.56d | 22.00c | 1.389d | 24.47ab | 866.9e | 1516d | 2382e |
PSB | 48.61d | 95.11e | 19.33d | 1.333d | 23.87bc | 794.1f | 1422e | 2216f |
NPKSZn | 47.90e | 90.56f | 17.67e | 1.233e | 23.02bc | 738.7g | 1373f | 2111g |
Control | 46.56f | 84.11g | 15.00f | 1.078f | 21.44c | 668.4h | 1254g | 1922h |
LSD | 0.6864 | 2.227 | 1.118 | 0.067 | 2.243 | 23.76 | 33.30 | 43.71 |
CV% | 1.5 | 2.4 | 5.6 | 4.9 | 9.8 | 2.8 | 2.3 | 1.9 |
P-value | < 0.01 | < 0.01 | < 0.01 | < 0.01 | < 0.01 | < 0.01 | < 0.01 | < 0.01 |
Location | | | | | | | | |
Alage | 52.64a | 103.50a | 22.12a | 1.521a | 24.55a | 950.1a | 1531a | 2481a |
Mu | 48.37b | 99.58b | 21.29b | 1.471b | 24.31a | 851.2b | 1533a | 2385b |
Aynalem | 47.69c | 94.71c | 19.92c | 1.358c | 24.05a | 854.8b | 1499b | 2354c |
LSD | 0.4203 | 1.364 | 0.685 | 0.041 | 1.374 | 14.55 | 20.39 | 26.77 |
P-value | < 0.01 | < 0.01 | < 0.01 | < 0.01 | 0.127 | < 0.01 | 0.002 | < 0.01 |
Plant height (PH), Pod per plant (NPPP), Number of nodules (NN) Seed per pod (SPP), thousand seed weight(TSW), Grain yield(GY) straw yield (SY), Biological yield (BY), least significant difference (LSD),
Seeds inoculated with Rhizobium + PSB along with a 100% recommended dose of NPKSZn increased the number of seeds per plant by 65.9% and 45.1% over control and application of the recommended dose of NPKSZn respectively. Dual inoculation of Rhizobium and PSB increased the number of seeds per plant by 20% and 25% over sole inoculation of Rhizobium and PSB respectively (Table 2). The highest number of seeds per plant in dual inoculation of Rhizobium and PSB could be because Rhizobium and PSB inoculation adequately supply N and P for the plant and resulted in increased chlorophyll synthesis and photosynthetic products.
Behl et al. (2007) and Sala et al. (2008) reported significant improvement in crop production with inoculation of nitrogen-fixing bacteria, phosphate-solubilizing bacteria, and AM fungi. Inoculation of the crop with beneficial microorganisms can enhance atmospheric nitrogen fixation, decompose organic wastes and residues, improve soil properties, enhance nutrient cycling, and produce bioactive compounds such as vitamins, hormones, and enzymes which stimulate plant growth (Wu et al. 2006). Similar results have also been reported by Sen Gupta et al. (2002) in the growth parameters of tomatoes due to concomitant inoculation of both the biological-nitrogen fixers.
3.1. Grain yield and straw yield of lentil
Biofertilizer inoculation individually as well as in combination significantly increased the thousand seed weight, Grain yield, and straw yield. The highest thousand seed weight (26.01 g) was obtained in dual inoculation of Rhizobium + PSB along with 100% recommended dose of blended fertilizer NPKSZn which was statistically at par with dual application of Rhizobium + PSB, Rhizobium + NPKSZN, PSB + NPKSZn and sole inoculation of Rhizobium (Table 2). Whereas the lowest thousand seed weight (21.44 g) was recorded at control followed by the application of NPKSZN. Rhizobium + PSB inoculation significantly increased thousand seed weight by 18.79% and 12.13% over control and application respectively.
Regarding the seed yield inoculation of biofertilizer significantly (p < 0.01) increased the seed yield of lentils over control and application NPKSZn as blended fertilizer. A significantly higher seed yield (1115.8 kg ha− 1) was harvested with dual inoculation of Rhizobium + PSB along with a 100% recommended dose of NPKSZn. The lowest seed yield (668.4 kg ha−1) was recorded in control followed by the application of NPKSZn. Combined inoculation of Rhizobium + PSB produced 18.50, 29.36, 39.06, and 53.69% higher yields than sole inoculation of Rhizobium, PSB, application of NPKSZn, and control respectively. Similarly, maximum straw yield (1713 kg ha− 1) and biological yield (2829 kg ha− 1) were recorded with the treatment Rhizobium + PSB along with 100% recommended dose of NPKSZn, which was statistically at par with the treatments Rhizobium + PSB and significantly superior over the rest of the treatments. The lowest straw yield (1254 kg ha− 1) and biological yield (1922 kg ha− 1was recorded in control.
The highest grain yield of lentils might be due to improvement in the efficiency and utilization of native as well as applied nutrients. The increase in yield attributes might be mainly due to an increase in the photosynthesis activity of leaves, translocation of photosynthates from source to sink, and nutrient uptake. These results corroborate with the finding of Hossain et al., (2010). These results also corroborate with the findings of Hafeez et al., (2000) and Shah et al., (2000). Kumar and Chandra (2008) also observed that inoculation of lentil seeds by PSB increased significantly the grain (23.5%) and straw yield (14.0%) of lentils.
Several authors reported that increment in grain yield, the most important character regarding the economic value of the crop, might be due to improvement in various parameters like plant height, branches plant, pod per plant, and seed per pod (Singh et al., 2011; Biswas et al., 2015 and Rasheed et al., 2010). Thus, seed inoculation with Rhizobium + PSB + PGPR proved to be an effective technique in improving the growth, nodulation, and productivity of lentils. Rajaee et al. (2007) also reported that free-living nitrogen-fixing microorganisms increase root development, water content, and mineral uptake, and produce plant hormones which might be responsible for the enhancement of growth parameters of plants. Similarly, Malik et al. (2005) observed significant improvement in grain yield and chlorophyll content. A similar result was also obtained by Gunasekaran et al. (2004), who reported that the combination of all three organisms (Rhizobium + PGPR + PSB) recorded the maximum nodules, plant biomass, and grain yield (760 kg ha–1) which was 61.0% higher than individual inoculation of Rhizobium alone.
The interaction effect for the pod per plant, grain, straw, and biological yield presented in Table 3 demonstrated that the highest number of pod per plant (114), grain (1239 kg ha− 1), straw (1745 kg ha− 1), and biological yield 2984 kg ha− 1) was recorded with the dual inoculation of rhizobium + PSB along with 100% recommended dose of NPKSZn. The lowest of number pods per plant (76.3) was obtained in control treatment at Aynalem, while the lowest grain yield (647 kg ha− 1) was harvested in control at Mekelle University however the lowest straw (1224 kg ha− 1) and biological yield 1910 kg ha− 1) was harvested in control at the large experimental site.
Table 3
Interaction effect of biofertilizer and growing location on yield and yield-related traits of lentil
Treatment | GY (kg/ha) | StrY (kg/ha) | NPPP | BY (Kg/ha) |
Alage | Ay/m | Mu | Alage | Ay/m | Mu | Alage | Ay/m | Mu | Alage | Ay/m | Mu |
Control | 687lm | 671lm | 647m | 1224l | 1248kl | 1289jk | 94.7jk | 76.3n | 81.3m | 1910o | 1920o | 1936o |
NPKSZn | 787k | 716 l | 713l | 1312j | 1379i | 1428ghi | 97.7ij | 83.0m | 91.0kl | 2098n | 2095n | 2142mn |
PSB | 862hij | 763 k | 757k | 1389i | 1424hi | 1454gh | 100.7fghi | 88.7l | 96.0j | 2251L | 2187lm | 2211lm |
PSB + NPKSZn | 952def | 890gh | 889ghi | 1632cd | 1536ef | 1581de | 104.7cdef | 98.3hij | 104.3cdef | 2582efg | 2425ij | 2470hi |
Rzm | 914fg | 845hij | 842j | 1544ef | 1489fg | 1515f | 103.0defg | 95.3j | 100.3ghi | 2458hi | 2334k | 2356jk |
Rzm + NPKSZN | 1031c | 931fg | 925fg | 1686abc | 1582de | 1615d | 107bcd | 102.3efgh | 106.3cde | 2717cd | 2513gh | 2540fgh |
Rzm + PSB | 1131b | 975de | 976d | 1718a | 1644bcd | 1680abc | 106.3cde | 105.0cdef | 106.7bcde | 2849b | 2619ef | 2656de |
Rzm + PSB + NPKSZn | 1239a | 1047c | 1061c | 1745a | 1690abc | 1705ab | 114.0a | 108.7bc | 110.7ab | 2984a | 2737c | 2766c |
LSD | 41.15 | 57.68 | 3.857 | 75.71 |
CV | 2.8 | 2.3 | 2.4 | 1.9 |
GY = Grain yield; StrY = Straw yield; NPPP = Number of pod per plant; BY = Biological Yield
Partial Budget Analysis
According to the results of partial budget analysis, the highest net benefit was obtained from the application of Rhizobium and PSB inoculation without NPKSZn fertilization (ETB 26382.56 ha-1) followed by dual inoculation of Rhizobium and PSB along with the application of NPKSZn (ETB 25109.76 ha-1) and Rhizobium inoculation (ETB 22199.68 ha-1) (Table 4). As compared to the control, inoculation of seed with Rhizobium and PSB; Rhizobium and PSB along with the application of NPKSZn; sole inoculation of Rhizobium and PSB increased the net benefit by 48.38%, 41.22%, and 24.85% respectively (Table 4).
Table 4
Partial budget analysis for an experiment on different biofertilizer combinations of lentil
Treatments | Average lentil yield (kg/ha) | Adjusted lentil yield (kg/ha) | Gross field benefits (ETB/ha) | Total variable cost (ETB/ha) | Net Benefit (ETB/ha) | Dominance analysis |
Rzm + PSB + NPKSZn | 1115.8 | 948.43 | 30349.8 | 5240 | 25109.76 | Non dominated |
Rzm + PSB | 1027.3 | 873.205 | 27942.6 | 1560 | 26382.56 | Non dominated |
Rzm + NPKSZN | 962.2 | 817.87 | 26171.8 | 4260 | 21911.84 | Non dominated |
PSB + NPKSZn | 909.7 | 773.245 | 24743.8 | 4260 | 20483.84 | Non dominated |
Rzm | 866.9 | 736.865 | 23579.7 | 1380 | 22199.68 | Non dominated |
PSB | 794.1 | 674.985 | 21599.5 | 1380 | 20219.52 | Non dominated |
NPKSZn | 738.7 | 627.895 | 20092.6 | 3680 | 16412.6 | Dominated |
Control | 668.4 | 568.14 | 18180.5 | 400 | 17780.48 | Non dominated |
3.2. Marginal Rate of Return Analysis (MRRA)
Based on the dominance analysis all the treatments except the application of NPKSZn fertilizer were included for further Marginal Rate of Return analysis (Table 5). For a treatment to be considered a worthwhile option for farmers, the marginal rates of return (MRR) need to be at least between 50% and 100% Shah et al 2011. Thus, to draw recommendations from marginal analysis in this study, a 100% return to the investment is a reasonable minimum acceptable rate of return for farmers in the study area. Accordingly, the marginal rate of return for the combination of PSB and NPKSZn was 70% which is within the acceptable range.
From the other treatment dual inoculation of Rhizobium and PSB (741.6% MRR) was a superior rewarding treatment combination followed by seed inoculated with Rhizobium (450.9%), PSB (248.9%) and a combination of Rhizobium and PSB along with the application of NPKSZn (151.4%). This implies that for Birr 1.0 investment in lentil production, the producer can get Birr 74, 45, 24.9, and 15 respectively. Therefore, farmers in Atsela and similar agroecology conditions use Rhizobium and PSB inoculants to produce higher yields and high rates of return.
Table 5
Marginal rate of return based on the grain yield and current price of lentil
Treatments | Adjusted lentil yield (kg/ha) | Total variable cost (ETB/ha) | Net Benefit (ETB/ha) | MRR |
Rzm + PSB + NPKSZn | 948.43 | 5240 | 25109.76 | 151.4 |
Rzm + PSB | 873.205 | 1560 | 26382.56 | 741.6 |
Rzm + NPKSZN | 817.87 | 4260 | 21911.84 | 107.0 |
PSB + NPKSZn | 773.245 | 4260 | 20483.84 | 70.0 |
Rzm | 736.865 | 1380 | 22199.68 | 450.9 |
PSB | 674.985 | 1380 | 20219.52 | 248.9 |
Control | 568.14 | 400 | 17780.48 | |