Keywords
Benefit-cost ratio, Effective management, Glebionis segetum, Pallas, Quelex
This article is included in the Agriculture, Food and Nutrition gateway.
Benefit-cost ratio, Effective management, Glebionis segetum, Pallas, Quelex
Tef (Eragrostis tef) is the most important staple grain for over 60-72% of Ethiopia’s population (Gizaw et al., 2018). Its cultivation predates historical records by Ethiopian farmers, and it has a comparative advantage over other cereals in terms of farming and utilization (Minten et al., 2018). It is one of the most widely cultivated and economically important cereal crops in Ethiopia, but one of the lowest in production. Because of its weak root system and short stem with narrow leaves, it is vulnerable to weed competition (Tessema, 2002). Tef-weed competition is a big threat to the crop production and productivity, causing great yield loss.
Particularly, Corn marigold (Glebionis segetum (L.) Fourr.) is considered as one of the most difficult weed species in many countries of the world in general (Karamaouna et al., 2019) and in Ethiopia particularly (Asres & Das, 2011; Shashitu, 2019). They are specifically harmful in the high land part of Ethiopia and can significantly reduce crops yield (Asres & Das, 2011; Shashitu, 2019). Corn marigold has been reported to cause 56% yield losses in wheat in Ethiopia if appropriate management measures are not implemented (Shashitu et al., 2018).
Similar to other weeds, Corn marigold competes with agricultural crops for water, nutrients, minerals, space and light. Its competitive advantage is enhanced by its extreme fast growth rate, fast spreading ability, rapid multiplication via seeds, and strong competitiveness with crop (Shashitu, 2019). It is a noxious weed which highly adapted to a wide range of nutrient and environmental conditions. Its complicated root system, large number of branches that are difficult to uproot, and cutting worsen its infestation (Shashitu, 2019) Figure 1.
Corn marigold is observed spreading fast and invading grazing and crop lands at an alarming rate at Dabat (Assefa, 2019), Debark districts (Asres & Das, 2011) in Amhara regional state and Cheliya and Waliso districts (Shashitu, 2019) in Oromia regional state in Ethiopia. It is becoming a noxious weed to crop production and causes yield and seed quality reduction in crops at highland parts of the country. As evidenced from Figure 2A-F, it infests grazing land, faba bean, tef, wheat, and linseed fields at Cheliya and Waliso areas in Oromia regional state in Ethiopia.
Hand weeding is the most often utilized weed management approach in tef fields to reduce the detrimental impact of Corn marigold. Due to overlapping operations with other crops, farmers' family labor is insufficient during the main cropping season for timely and adequate control of Corn marigold in tef fields (Nagassa et al., 2022). Hand-weeding tef fields takes time and is typically done late in the season, after the weed have reduced crop growth and development. It's especially tough because of the constant rain during the primary cropping season, which inhibits people from getting out into the field and conducting field activities.
Though the threat of Corn marigold in tef production is increasing spatially and temporally in Ethiopia, few studies have been conducted on its management and feasibility of the management option in the country. Therefore, this study was conducted with the objectives of developing effective integrated management of Corn marigold, determining the grain yield benefit and yield losses derived from the use of integrated management of the weed, and determining the most economical integrated weed management options tested in tef production in the selected sites of the western and southwestern zones of Ethiopia.
This experiment was conducted within an appropriate ethical framework of Ethiopian Institute of Agricultural Research as confirmed by institutional letter with Ref. No.: 9.7/4712/2023 written on 3rd March 2023.
The study was conducted at Cheliya and Waliso districts in Oromia regional state in farmers’ fields during the main cropping season of 2020–21 to 2022–23 (Figure 3). A naturally Corn marigold infested field per district was selected (Table 1 and Figure 3).
The experiment consisted of six treatments arranged in randomized complete block design with three replications on the plot size of 4 m × 5 m. Spacing 1.5 m between blocks and 1m between plots were used. Tef seed rate of 10 kg ha-1 of “Kuncho” variety was drilled in rows 20 cm apart. NPS and urea fertilizers were applied at rates of 150 and 200 kg ha-1, respectively. NPS was applied at sowing time, whereas urea was applied in two split half amounts at sowing time and the remaining amount at the tillering stage of the crop. The herbicide amount required for the treatment was calculated and measured using a sensitive digital balance and measuring cylinder and applied 30 days after sowing (DAS) Table 2. For all herbicide treatments, a uniform spray volume of 200 l ha-1 was used. Moreover, all experimental plots management activities were executed to the standard level.
Both Corn marigold weed and tef crop data were recorded. The weed parameters such as the number of Corn marigold before and after treatment, biomass and visual scoring scale were recorded using appropriate materials and procedures. The weed control efficacy percentage was calculated using the appropriate formula. Tef parameters plant height, biomass, and grain yield were recorded, and a harvest index was calculated.
Number of Corn marigold: was counted at 30th and 60th days after sowing using 1 m * 1 m quadrat.
Visual scoring: - was undertaken using 1-5 scale scoring system at 15th and 30th, days after herbicide application (Taye et al., 2007).
Biomass of Corn marigold (kg/plot): the weed shoot biomass at crop physiological maturity from the net plot area was recorded and weed control efficacy was calculated using the following formula:
Where, WDC and WDT are weed dry weight in control and any particular treatment, respectively.
Plant height: was measured from the ground level to the tip of ten randomly selected plants from harvestable rows at physiological maturity.
Grain yield (kg ha-1) was measured by harvesting the crop from the net plot area.
Shoot biomass yield: At physiological maturity, the shoot biomass of ten plants selected randomly from the destructive rows was measured after oven drying the harvested produce till a constant weight.
Harvest index: The plants harvested for shoot biomass yield at physiological maturity was used to calculate the harvest index by dividing grain yield by the total shoot dry biomass yield.
Relative tef yield loss due to weed was calculated as follows:
Where, MY = maximum yield from a treatment, YT = yield from particular treatment
Data on inputs and their costs were collected for each evaluated weed control option/treatment, including the costs of procuring herbicides and planting materials, labor expenses for land preparation, tillage and herbicide application, hand weeding, and tef harvesting.
The costs of Pallas 45 OD (2974-birr l−1), QuelexTM 200 WG (10913-birr kg−1), and Derby 175 SC (8400-birr kg−1) were obtained from the prevailing local market (53.37 Ethiopian Birr = $1 United State during merchandising). The shopping unit value of the knapsack sprayer was 1200 birr as information gathered from Addis Ababa (central market), Ethiopia. Around West and Southwest Shewa zones, the labor cost man−1 day−1 was ranges from 50-150 birr. In addition, data on the market price of tef per kilogram were collected at each site. The current market price (as of January 2023) was taken from farmers who sell tef in local markets and district extension workers to compute benefit cost ratio.
The collected data were subjected to analysis of variance using SAS computer software version 9.4. However, Means were separated using LSD procedure at the 95% confidence level, when they found statistically significantly different.
The cost-benefit analysis for the proposed management practices, which included herbicidal and cultural (manual weeding) strategies, was determined using the (Program et al., 1988) process. During the cost-benefit analysis, the total input cost of production, gross revenue, marginal revenue and benefit-cost ratio were all taken into account. The total input cost (additional expenses for weed and trial management) was calculated by adding all costs (variable + fixed input costs) incurred during the study. Tillage and fertilizer costs, as well as planting and harvesting wages, were considered fixed production costs. While the knapsack sprayer, herbicides, and manpower for pesticide spraying and manual weeding were considered variable production costs.
The gross revenue was concluded by multiplying of commercialized price and grain yield (Daramola et al., 2019). The marginal revenue was computed as subtracting the total variable costs from the gross revenue (Daramola et al., 2019) In addition, the benefit cost ratio was computed as the proportion of marginal revenue (numerator) and total variable cost (denominator) (Daramola et al., 2019).
The variance analysis revealed statistically significant differences in the evaluated weed management strategies on both the Corn marigold and tef characteristics (Tables 3 and 4). Different Corn marigold management approaches produced different results in weed metrics including weed biomass and weed control efficiency, as well as crop factors like plant height, biomass yield, grain yield, and harvest index.
Weed management practices | Dry weight (kg ha-1) | WCE (%) |
---|---|---|
Pallas 45 OD + once hand weeding | 154.17b | 97.41a |
QuelexTM 200 WG + once hand weeding | 171.67b | 97.18a |
Derby + once hand weeding | 241.67b | 91.26b |
Twice hand weeding | 250.00b | 91.42b |
Weed free | 0.00b | 100.00a |
Weedy check | 5287.50a | 0.00c |
Mean | 1020.33 | 79.55 |
LSD@0.05 | 314.29 | 2.96 |
CV (%) | 17.72 | 4.56 |
There was statistically significant difference in Corn marigold dry weight among management strategies (Table 3). The application of Pallas 45 OD supplemented with once-hand weeding significantly decreased the weed dry weight by about 33-fold, followed by the application of QuelexTM 200 WG supplemented with once-hand weeding, which decreased the weed dry weight by about 30-fold as compared to the weedy check. In the weed-free plots, there was no weed dry weight recorded. However, farmers' family labor is insufficient for timely and adequate management of Corn marigold in tef field, as it needs continuous removal of the weed as it emerges. Hand-weeding tef fields is time-consuming and usually done late in the season, after the weeds have reduced crop plant growth. It is especially difficult because of the heavy rain during the main cropping season.
The effects of weed management strategies on weed control efficiency were significantly different (Table 3). Continuous hand weeding of Corn marigold as it appeared in the field resulted in complete eradication, whereas Pallas 45 OD supplemented with once hand weeding followed by QuelexTM 200 WG supplemented with once hand weeding resulted in effective Corn marigold destruction. However, frequent hand-weeding of the weed in tef field is one of the most difficult tasks faced by farmers, especially during the main cropping season. It requires 3–4 rounds of continued weed removal per season to make the field weed-free. Uprooting the weed is difficult due to its complex root system, and cutting it worsens its infestation. Additionally, tef seedlings are also uprooted and the crop population reduced during frequent hand weeding.
The effect of weed management practices on plant height, biomass yield, grain yield, and harvest index were significantly different whereas there was a statistically insignificant difference among all management practices on the crop harvest index (Table 4). However, in tef crop yield, there was a statistically insignificant difference between Pallas 45 OD spray supplemented with once hand weeding, and QuelexTM 200 WG spray supplemented with once hand weeding (Table 4). The application of Pallas 45 OD supplemented with once hand weeding increased the tef yield by about 70%, followed by QuelexTM 200 WG sprayed with once supplementary hand weeding with the crop yield increment of 50%. Overall, the results showed a good agreement in the trends of all yield related parameters.
The highest yield was obtained from the application of Pallas 45 OD at 0.40 l ha-1 with once supplementary hand weeding whereas minimal relative yield loss (12%) due to Corn marigold was obtained from application of QuelexTM 200 WG at 50 g ha-1 with one supplementary hand weeding Intermediate relative yield loss (28%) due to Corn marigold was obtained from continuous removal of the weed (weed free plot) due to the fact that tef seedlings are also uprooted and the crop population reduced during frequent hand weeding (Table 5).
For the integrated use of herbicide application and supplementary hand weeding for Corn marigold management, the marginal revenue (MR) and benefit-cost ratio (BCR) were computed for treatment combinations. The cost-benefit analysis showed that significant variation in MR and BCR was observed among the evaluated experimental treatments (Table 6). Comparing the management practices, the most prominent MR 72459- and 61645-birr ha−1) and BCR (2.86 and 2.49) were calculated from Pallas 45 OD + hand weeding and QuelexTM 200 WG + hand weeding, respectively. Conversely, the lowest MR (34633- and 42619-birr ha−1) and BCR (1.51 and 1.57) were computed from weedy check and weed free, respectively. The MR inflicted from the marketing of goods for every one of integrated management of Corn marigold increased by about 42–110% as compared to Corn marigold weedy check (control plot). In addition, the BCR obtained from the selling of the grain for each integrated management of the weed increased from 32 to 89% as compared to the weedy check plot (Table 6). Cost-benefit analysis indicated that integration of Pallas 45 OD with once supplementary hand weeding exhibited the topmost MR 72459 Birr ha−1) and BCR (2.86), followed by the integration of Pallas 45 OD with once supplementary hand weeding correspondingly with the MR of 61645-birr ha−1 and BCR of 2.49. Overall, integrated use of broad leaf killer herbicides with supplementary hand weeding provides a better MR and BCR than single weed management practices (Table 6).
Corn marigold is one of the aliens weed species that has seriously infested cereal and pulse crops in many parts of Ethiopia since its introduction. It is a noxious weed that is difficult to manage due to its: prolific seed production, fastest growth and spread, adaptation to a wide range of environmental conditions, and strong competitiveness with crops. Integrated effects of herbicide application and hand weeding significantly lowered the weed infestation in the study locations. The current study revealed that application of Pallas 45 OD at a rate of 0.40 l ha-1 supplemented with once-hand weeding and QuelexTM 200 WG at a rate of 50 g ha-1 supplemented with once-hand weeding effectively destroyed the weed and increased tef grain yield. The marginal revenue inflicted from the marketing of goods for every one of integrated management of Corn marigold increased by about 42–110% as compared to a weedy check (control plot). Similarly, benefit-cost ratio obtained from the selling of the grain for each integrated manage of the weed increased from 32 to 89%. In conclusion integrated management of Corn marigold by integrating broad spectrum and/or broad-leaf killer herbicides with hand weeding practices played a crucial role in improving tef production and productivity by contesting the weed. Forthcoming studies should focus on scaling up and popularizing these technologies in Corn marigold weed-infested tef fields in Ethiopia.
All data supporting the results are included in the article, and no extra source data are necessary.
We would like to express our gratitude to Ethiopian Institute of Agricultural Research (EIAR) for financially sponsoring the research. A special appreciation also goes to Ambo Agricultural Research Centre (AmARC) for providing logistical help during the research periods. We also thank our colleagues at AmARC, particularly Mr. Tadele Gudeta, for his valuable technical assistance during the project.
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