1. Introduction
Haricot bean (Phaseolus vulagris L.) is an annual crop belonging to the family Fabaceae [1] which is grown predominantly by smallholder producers as a source of food and cash in Ethiopia [2]. The productivity of the crop around the study area (15.7 kg ha−1) is reported to be below the national average productivity (17.0 kg ha−1) [3]. The low productivity was attributed to different factors like moisture stress, poor agronomic practice, disease and pests and lack of improved technology [4].
Frequency of irrigation which is largely dependent on crop type, soil and climate is reported to significantly affect grain yield of haricot bean [5]. Intra row spacing has also great effect on productivity of haricot bean by affecting its growth and yield components [6].
In the study area, a number of farmers are producing haricot bean besides tomato and onion to fill food gap and generate income by using irrigation during dry season. Production area of the crop is increasing from year to year [7]. Most of the agronomic practices for the crop are based on the recommendations made for rainfed condition, which may not work for irrigated condition. Hence, this study was intended to evaluate the effect of irrigation frequency and intra row spacing on growth, nodulation, yield and yield components of haricot bean at Arba Minch.
2. Materials and Methods
2.1. Description of the Study Area
The study was conducted at Amibara Farm, Arba Minch, southern Ethiopia, located 505 km from Addis Ababa, the capital city of Ethiopia, during the dry season of 2018/2019. The geographical location of the farm is 37˚36'E longitudes and 6˚03'N latitude and at the altitude of 1218 m.a.s.l. Selected properties of soil are described in Table 1.
2.2. Treatments and Experimental Design
The treatments consisted of three levels of irrigation frequency (I1, I2 and I3 corresponding to IW/CPE ratio of 0.5, 0.67 and 1.0) and three levels of intra row spacing (6, 10, and 14 cm), which were factorially arranged in split plot design with three replications. The IW referred to as fixed irrigation depth (60 mm for haricot bean) and CPE was the cumulative pan evaporation (mm). The irrigation frequency was assigned to main plots, whereas intra row spacing was assigned to subplots. Irrigation water (depth) measured by Parshall flume, was delivered to each plot on attaining the given IW/CPE ratio. Nasir variety was selected as a test crop because of its early maturity, better yielding ability, adaptability and wide cultivation in the study area. The size of each experimental main and subplot was arranged by 8 × 4 m and 4 × 2 m with the total area of 32 m2and 8 m2, respectively accommodating 5 rows with 66, 40 and 28 plants per row corresponding to intra
Table 1. Soil physico-chemical properties.
OM = Organic matter, TN = Total nitrogen, Av. P = Available phosphorus, EC = Electrical conductivity, CEC = Cation exchange capacity.
row spacing 6, 10, and 14 cm, respectively. The distance between sub plots and replication were 1 m and 2 m, respectively. The outer single rows at both sides of the plot and two plants at both ends of the rows were considered as border plants. Nitrogen and phosphorus were applied at planting time at the rate of 30 kg ha−1 and 20 kg ha−1, respectively.
2.3. Data Collection
The data were recorded on days to 50% flowering, days to 90% maturity, plant height (cm), number of branches, total number of nodules plant−1, number of effective nodules plant−1, nodule dry weight plant−1 (g), number of pods plant−1, number of seeds pod−1, dry matter (kg ha−1), 1000-seed weight (g), seed yield (kg ha−1) and harvest index.
Water-use efficiency (WUE) for each treatment was computed by the following relationship:
2.4. Statistical Analysis
The measured data were subjected to analysis of variance (ANOVA) using SAS software version 9.0. Differences among the treatment means were compared using least significant difference (LSD) test at 0.05 probability level. Correlations among different parameters were carried out by SPSS Software program (version 16).
2.5. Economic Analysis
Economic feasibility of the treatments was ascertained by taking cost and benefit associated with different treatments following the procedures developed by CIMMYT (1988) [12]. For the economic analysis, prevailing labor costs (for planting and irrigation) (@50ETB Man day−1 ha−1) during the experiment were considered as variable costs and market price of the produce during harvesting stage (@7 ETB kg−1) as benefit.
3. Results and Discussion
Phenological and Growth Parameters
Main effect of irrigation frequency and intra row spacing significantly (P < 0.05) affected phenological parameters and branch number, whereas, treatment interaction did not show any statistical variation in the parameters. On the other hand, plant height and dry matter were significantly (P < 0.05) influenced by interaction effects of the treatments.
Days to 50% Flowering and 90% Maturity
Both the parameters were significantly (P < 0.05) affected by main effects of irrigation frequency and intra row spacing [Table 2]. The minimum significant values of days to 50% flowering (48.7 days) and days to maturity (65.7 days) were observed due to I1 (IW/CPE = 0.5) while the maximum significant values of days to 50% flowering (50.1 days) and days to maturity (69.7 days) were obtained from I3 (IW/CPE = 1). Regarding spacing, the minimum significant values of days to 50% flowering (48.7 days) and days to maturity (65.8 days) were observed due to 6 cm intra row spacing while the maximum significant values of days to 50% flowering (49.6 days) and days to maturity (69.7 days) were obtained from 14 cm intra row spacing. However, the effects of 6 cm and 10 cm intra row spacing were statistically at par for both parameters. The significant delay in days to maturity with increasing of irrigation frequency and intra row spacing could be associated with availability of growth resources under these conditions, resulting in continued growth and thereby extended physiological maturity of the crop.
Branch number was significantly increased with increase in irrigation frequency increased and intra row spacing [Table 2]. The minimum (4.6) and maximum (5.3) values were recorded under I1 (IW/CPE = 0.5) and I3 (IW/CPE = 1), respectively. However, the effect of irrigation frequency at I2 (IW/CPE = 0.67) was statistically at par with I1 (IW/CPE = 0.5) and I3 (IW/CPE = 1). Said et al. (2018) [11] concluded that frequent irrigation helps to create conducive environment for growth and development of branches through maintaining optimum soil moisture. Similarly, the minimum branch number (4.04) was obtained from narrow intra row spacing (6 cm) while the maximum number of branches per plant (5.65) was recorded at the widest (14 cm) intra row spacing [Table 2]. The increase in branch number with increase in intra row spacing might be related to lesser competition for limited growth resources under wider intra row spacing [13].
Table 2. Effect of irrigation frequency and intra row spacing on phenology and branch number of haricot bean.
Means within each column followed by the same letter(s) are not significantly different at P < 0.05; LSD = least significant difference, CV = coefficient of variation, ±SEM = standard error
Plant Height
Increasing levels of irrigation frequency significantly increased plant height for each level of intra row spacing, whereas, the increasing levels of intra row spacing were associated with significant reduction in plant height for each levels of irrigation frequency [Figure 1]. Accordingly, the tallest plants were observed due to combined effect of frequent irrigation (IW/CPE = 1) and narrow intra row spacing (6 cm) followed by the combined effect of relatively less frequent irrigation (IW/CPE = 0.67) and narrow intra row spacing (6 cm). On the other hand, the shortest plants were recorded due to interaction effect of the least frequent irrigation (IW/CPE = 0.5) with 14 cm intra row spacing. Increasing irrigation frequency might help to maintain availability of adequate soil moisture around root zone, leading to higher water status and more cell turgidity and internal hydrostatic pressure in the plants. Moreover, the occurrence of taller plants under narrow intra row spacing could be associated with higher accumulation of growth hormone (auxin), resulting in increased cell division and elongation of stem, under competition for light.
Dry Matter
The maximum dry matter was observed from a combination of frequent irrigation (IW/CPE = 1) with narrow intra row spacing of 6 cm [Figure 2]. However, the interaction effect of the same irrigation frequency with 10 cm intra row spacing was at statistical parity. Conversely, the lowest dry matter was obtained from a combined effect of the lowest irrigation frequency (IW/CPE = 0.5) and closer intra row spacing of 6 cm. This might be ascribed to more moisture stress under less frequent irrigation and greater competition among plants for growth
I1 = 0.5 (IW/CPE), I2 = 0.67(IW/CPE), I3 = 1.0 (IW/CPE), S1 = 6 cm, S2 = 10 cm, S3 = 14 cm.
Figure 1. Interaction effect of irrigation frequency × intra row spacing on plant height of haricot bean. Error bars = standard deviation.
I1 = 0.5 (IW/CPE), I2 = 0.67 (IW/CPE), I3 = 1.0 (IW/CPE), S1 = 6 cm, S2 = 10 cm, S3 = 14 cm.
Figure 2. Dry matter of haricot bean as influenced by interaction effect of irrigation frequency and intra row spacing. Error bars = standard deviation.
resources under closer spacing. Solomon et al. (2012) [5] reported that increasing irrigation frequency significantly enhanced above ground biomass yield of bean.
Nodulation
Nodulation parameters responded significantly only to main effect of irrigation frequency but not to main effect of intra row spacing and its interaction with irrigation frequency. All nodulation parameters were significantly increased with increase in irrigation frequency [Table 3]. Accordingly, the minimum and maximum values of total nodules number (17.4/63.76), effective nodules (8.8/47.26) and nodule dry weight (0.1 g/0.37g) were obtained from the lowest (IW/CPE = 0.5) and the highest (IW/CPE = 1) irrigation frequencies, respectively
[Table 3] which might be related to better availability of soil moisture with frequent irrigation [14].
Yield and Yield Components
Pod Number per Plant
Pod number per plant was significantly affected by main and interaction effects of the treatments. Interaction of frequent irrigation (IW/CPE = 1) and closer intra row spacing (6 cm) produced significantly the highest pod number per plant [Figure 3]. On the other hand, the lowest value was obtained from a combination of the least irrigation frequency (IW/CPE = 0.5) and the wider (14 cm) intra row spacing. It was probable as increasing irrigation frequency increased pod number per plant as a result of better growth, evident in increased plant height and dry matter accumulation (Figure 1 and Figure 2), conditioned by better availability of water and nutrients from soil [15].
Table 3. Effect of irrigation frequency on nodulation of haricot bean.
Means followed by the same letter(s) in each column are not significantly different at P < 0.05, LSD = least significant difference, CV = coefficient of variation, ±SEM = standard error.
I1 = 0.5 (IW/CPE), I2 = 0.67 (IW/CPE), I3 = 1.0 (IW/CPE), S1 = 6 cm, S2 = 10 cm, S3 = 14 cm.
Figure 3. Interaction effect of irrigation frequency × intra row spacing on number of pods per plant of haricot bean. Error bars = standard deviation.
Number of Seed per Pod
Significant variation in seed number was observed only due to main effects of irrigation frequency which was significantly increased from 3.50 to 5.23 with an increase in irrigation frequency from 0.5 to 1 [Table 4]. This result is in agreement with the finding of Rajanna et al. (2016) [16] who reported significant improvement in seed number per pod with increase in irrigation frequency.
1000 Seed Weight
Only main effect of intra row spacing was observed to significantly affect 1000 seed weight. Increasing intra row spacing from 6 cm to 10 cm was associated with significant improvement in the parameter ranging from 226.66 to 233.78 g, but further increment in the spacing treatment did not bring variation in 1000 seed weight [Table 4]. The improvement in 1000 seed weight with increase in intra row spacing could be associated with creation of better opportunity for plants to utilize and translocate more nutrient thereby enhanced accumulation of food in seed and increased 1000 seed weight. Maguje et al. (2017) [13] also reported improvement in seed weight with increased intra row spacing.
Harvest Index
Harvest index also significantly responded only to main effect of irrigation frequency. Increasing irrigation frequency up to IW/CPE = 0.67 was associated with significant improvement in harvest index ranging from 22.30 to 32.04. But, further increment in irrigation frequency did not show significant variation in the parameter [Table 4]. Bourgault et al. (2013) [17] also reported improvement in harvest index with increase in soil moisture.
Seed Yield
Interaction effect of the irrigation and spacing treatments produced significant variation in seed yield. Significantly minimum and statistically similar values of seed yields were recorded due to interaction effect of the lowest irrigation frequency (IW/CPE = 0.5) with all levels of intra row spacing [Table 5]. On the other hand, significantly the maximum seed yield (2873.7 kg ha−1) was obtained from interaction of the highest irrigation frequency (IW/CPE = 1) with the intra row spacing of 10 cm. The interaction of the same irrigation frequency level with
Table 4. Effect of irrigation frequency and intra row spacing on yield components of haricot bean.
Means within a column followed by the same letter are not significantly different at P < 0.05, NSP = number of seeds per pod, TSW = 1000 seed weight, HI = harvest index, NS = not significantly different at P < 0.05.
6 cm intra row spacing produced statistically similar seed yield (2688.7 kg ha−1) to the former treatment combination. The improvement in seed yield due to irrigation and spacing treatments could be associated with better availability of soil moisture during critical periods resulting in better translocation of photosynthates and accumulation of food into the seeds.
Soil Moisture Depletion (Total Consumptive Use)
The frequent irrigation (IW/CPE = 1) gave significantly higher value of soil moisture depletion compared to less frequent (IW/CPE = 0.67) and least frequent (IW/CPE = 0.5) irrigations both for 0 - 30 cm and 30 - 60 cm soil depths [Table 6]. The increases in moisture depletion under frequent irrigation over less frequent and least frequent irrigations were 44 and 84 percent for 0 - 30 cm soil depth and 33 and 62 percent for 30 - 60 cm depth, respectively. This variation might be due to availability of soil moisture at each soil layer to meet the need of evapotranspiration; plant population probably utilized more water while irrigation water frequently applied. The soil moisture depletion was higher in 0 - 30 cm soil depth compared to 30 - 60 cm soil depth [Table 6]. This might be due to more feeder roots extracting water in the upper soil layer.
Table 5. Interaction effect of irrigation frequency and intra row spacing on seed yield (kg ha−1) of haricot bean.
Means within each column and rows followed by the same letter are not significantly different at P < 0.05.
Table 6. Effect of irrigation frequency on soil moisture depletion.
Within each column values followed by the same letter are not significantly different at P < 0.05, LSD = least significant difference, CV = coefficient of variation, ±SEM = standard error.
Water Use Efficiency (WUE)
Interaction of irrigation frequency and intra row spacing treatments showed significant (P < 0.05) variation in water use efficiency of haricot bean [Figure 4]. Combined effects of irrigation frequencies: IW/CPE = 1 with the closest intra row spacing (6 cm) and IW/CPE = 0.67 with 10 cm intra row spacing gave higher water use efficiency accounting around 38.7% higher over the lowest water use efficiency which was registered under interaction of the lowest irrigation frequency (IW/CPE = 0.5) with 6 cm intra row spacing [Figure 4]. This might be due to better seed yield obtained in the higher irrigation frequency treatments.
Economic Analysis
Result of the economic analysis (after elimination of dominated treatment) showed that application of irrigation water corresponding to IW/CPE = 0.67 and planting haricot bean at intra row spacing of 14 cm gave the lowest net benefit of 5598.4 ETB ha−1 and marginal rate of return of 157.8%, whereas, irrigating the crop at IW/CPE = 1 and planting the crop at intra row spacing of 10 cm resulted in maximum net benefit of 11254.1 ETB ha−1 and marginal rate of return 422.1% [Table 7].
I1 = 0.5 (IW/CPE), I2 = 0.67 (IW/CPE), I3 = 1.0 (IW/CPE), S1 = 6 cm, S2 = 10 cm, S3 = 14 cm.
Figure 4. Interaction effect of irrigation frequency and intra row spacing on water use efficiency of haricot bean. Error bars = standard deviation.
Table 7. Marginal rate of return (MRR) analysis of haricot bean production under different irrigation frequency and intra row spacing
I2 = IW/CPE = 0.67; I3 = IW/CPE = 1; ETB = Ethiopian Birr.
4. Conclusion and Recommendations
Combination of frequent irrigation and 10 cm intra row spacing significantly improved seed yield (2873.7 kg ha−1), water use efficiency, net benefit (11254.1 ETB ha−1) and marginal rate of return (422.1%), signifying the possibility of simultaneous maximization of seed yield and economic benefits of haricot bean. Producers in Arba Minch area and elsewhere with similar agro-ecological conditions may, therefore, apply irrigation corresponding to IW/CPE ratio of 1.0 and intra row spacing of 10 cm for higher productivity and profitability of haricot bean. However, this study was conducted for single season at single location using one variety. Therefore, further research should be conducted considering different varieties, inter row spacing, different fertilizer rates and sources repeated over seasons and locations in order to come up with comprehensive recommendations.
Acknowledgements
We would like to thank Arba Minch University Research Coordination Office College of Agricultural Sciences for partial funding of this research.