| Literature DB >> 29970950 |
Edouard Rurangwa1,2, Bernard Vanlauwe3, Ken E Giller2.
Abstract
Common bean and soybean yield poorly on smallholder farms in Rwanda. We evaluated the benefits of inoculation combined withEntities:
Keywords: Agro-ecological zone; Inoculation; Manure; P fertilizer; Yield
Year: 2018 PMID: 29970950 PMCID: PMC5946694 DOI: 10.1016/j.agee.2017.08.015
Source DB: PubMed Journal: Agric Ecosyst Environ ISSN: 0167-8809 Impact factor: 5.567
Fig. 1Rainfall distribution, sowing and harvesting dates at Bugesera, Kamonyi and Kayonza. Key: Pl = Planting; H = Harvest; CB = Common bean; SB = Soybean; M = Maize; No maize was planted at Kayonza in the long rains.
Soil characteristics of experimental sites, averaged across each location.
| Soil parameters | Bugesera | Kamonyi | Kayonza | |||
|---|---|---|---|---|---|---|
| Average | Range | Average | Range | Average | Range | |
| pH (H2O) | 6.2 | 5.0–7.5 | 6.2 | 5.5–6.5 | 6.2 | 5.4–6.6 |
| Total N (g kg−1) | 1.8 | 1.4–2.2 | 1.7 | 1.5–2.2 | 1.7 | 1.2–2.1 |
| C (g kg−1) | 24.1 | 16.3–31.4 | 20.2 | 16.4–24.8 | 25.6 | 18.6–32.5 |
| P (Olsen) (mg P kg−1) | 15.7 | 0.8–67.4 | 10.2 | 1.1–26.8 | 18.1 | 1.3–60.2 |
| Exchangeable K (cmolc kg−1) | 0.4 | 0.1–0.9 | 0.8 | 0.3–1.3 | 0.6 | 0.1–0.9 |
| Exchangeable Ca (cmolc kg−1) | 5.7 | 3.5–6.9 | 5.5 | 4.2–6.4 | 5.5 | 3.7–6.4 |
| Exchangeable Mg (cmolc kg−1) | 1.8 | 0.8–2.4 | 1.8 | 1.4–2.1 | 1.9 | 1.2–2.3 |
| ECEC (cmolc kg−1) | 14.4 | 5.8–20.0 | 11.1 | 8.4–17.9 | 15.7 | 6.1–25.0 |
| Sand (g kg−1) | 380 | 100–740 | 490 | 410–590 | 360 | 80–740 |
| Silt (g kg−1) | 120 | 70–200 | 120 | 50–180 | 130 | 90–180 |
| Clay (g kg−1) | 500 | 190–780 | 390 | 350–440 | 510 | 170–770 |
ECEC: Effective Cation Exchange Capacity.
Characteristics of the applied manure, averaged for each location.
| Soil parameters | Bugesera | Kamonyi | Kayonza | |||
|---|---|---|---|---|---|---|
| Average | Range | Average | Range | Average | Range | |
| pH (H2O) | 8.7 | 8.3–9.3 | 8.2 | 7.7–9.0 | 8.5 | 7.5–9.6 |
| C (%) | 17.5 | 14.7–20.6 | 11.2 | 9.2–12.0 | 13.2 | 10.8–14.7 |
| N (%) | 1.8 | 1.6–2.1 | 0.9 | 1.0–1.4 | 1.0 | 0.7–1.6 |
| P (%) | 0.2 | 0.1–0.3 | 0.5 | 0.2–2.2 | 0.2 | 0.1–0.3 |
| K (%) | 1.4 | 0.7–2.5 | 1.3 | 0.7–1.5 | 0.7 | 0.3–1.3 |
| Ca (%) | 0.8 | 0.3–1.1 | 1.1 | 0.8–2.2 | 0.6 | 0.4–0.8 |
| Mg (%) | 0.4 | 0.2–0.5 | 0.9 | 0.3–1.4 | 0.3 | 0.1–0.4 |
| S (%) | 0.2 | 0.1–0.3 | 0.1 | 0.1–0.2 | 0.1 | 0.1–0.1 |
| B (ppm) | 43.4 | 22.0–48.4 | 40.9 | 20.3–52.0 | 43.6 | 18.5–57.4 |
Fig. 2(a, c, e) Grain and (b, d, f) biomass at mid-podding yield response of common bean to inoculation, P fertilizer and three rates of manure at (a, b) Bugesera, (c, d) Kamonyi and (e, f) Kayonza. Error bars represent the standard errors of difference between means; −/+ R: without or with rhizobia (R) inoculation.
Stover response of common bean, soybean to inoculation combined with P fertilizer and three rates of manure at Bugesera, Kamonyi and Kayonza.
| Treatments | Bugesera | Kamonyi | Kayonza | |||
|---|---|---|---|---|---|---|
| Common bean | Soybean | Common bean | Soybean | Common bean | Soybean | |
| Stover (t ha−1) | Stover (t ha−1) | Stover (t ha−1) | Stover (t ha−1) | Stover (t ha−1) | Stover (t ha−1) | |
| 0P-R + 0M | 1.2 | 1.6 | 1.6 | 2.1 | 1.2 | 1.2 |
| 0P-R + 5M | 1.6 | 1.8 | 2.4 | 2.9 | 1.5 | 1.7 |
| 0P-R + 10M | 1.5 | 2.0 | 2.1 | 2.7 | 1.6 | 2.0 |
| 0P + R + 0M | 1.5 | 1.9 | 2.0 | 2.5 | 1.4 | 1.5 |
| 0P + R + 5M | 1.5 | 2.2 | 2.6 | 2.7 | 1.6 | 1.5 |
| 0P + R + 10M | 1.7 | 2.4 | 2.6 | 2.9 | 1.9 | 2.0 |
| 30P-R + 0M | 1.4 | 1.6 | 2.1 | 2.3 | 1.1 | 1.2 |
| 30P-R + 5M | 1.4 | 1.9 | 2.1 | 2.4 | 1.5 | 1.6 |
| 30P-R + 10M | 1.6 | 2.4 | 2.5 | 3.0 | 1.8 | 1.8 |
| 30P + R + 0M | 1.2 | 1.8 | 2.0 | 2.4 | 1.4 | 1.8 |
| 30P + R + 5M | 1.7 | 2.6 | 2.6 | 3.2 | 1.7 | 2.1 |
| 30P + R + 10M | 2.0 | 2.7 | 2.6 | 3.0 | 2.1 | 2.4 |
| Average | 1.5 | 2.1 | 2.3 | 2.7 | 1.6 | 1.7 |
| SED (Inoculum) | 0.04 | 0.13 | 0.12 | 0.10 | 0.07 | 0.05 |
| SED (Manure) | 0.06 | 0.11 | 0.08 | 0.11 | 0.11 | 0.08 |
| SED (Fert × Inoc × Manure) | 0.08 | 0.18 | 0.22 | 0.15 | ||
| SED (Fertilizer) | 0.02 | |||||
Fig. 3(a, c, e) Grain and (b, d, f) biomass at mid-podding yield response of soybean to inoculation, P fertilizer and three rates of manure at (a, b) Bugesera, (c, d) Kamonyi and (e, f) Kayonza. Error bars represent the standard errors of difference between means; −/+ R: without or with rhizobia (R) inoculation.
Fig. 4Nodule mean score (#) response: (a, c, e) common bean, and (b, d, f) soybean to inoculation, P fertilizer and three rates of manure at (a, b) Bugesera, (c, d) Kamonyi and (e, f) Kayonza. Error bars represent the standard errors of difference between means; −/+ R: without or with rhizobia (R) inoculation.
Common bean shoot δ15N, percentage of N2 derived from atmosphere (Ndfa), amount of N2-fixed and Net N input as affected by treatments.
| AEZs/Fertilizer (kg ha−1) | Inoculum | Manure (t ha−1) | δ15N ref (‰) | shoot δ15N (‰) | Range shoot δ15N (‰) | %Ndfa | Total Amount N-fixed (kg ha−1) | Total N in grain (kgha−1) | Net N input (kg ha−1) |
|---|---|---|---|---|---|---|---|---|---|
| Bugesera | |||||||||
| 0P | −R | 0M | 7.1 | 4.7 | 4.3–5.0 | 27 | 22.2 | 52.0 | −29.8 |
| 0P | −R | 10M | 7.1 | 5.8 | 5.6–6.1 | 14 | 17.1 | 78.7 | −61.6 |
| 30P | +R | 0M | 7.1 | 4.8 | 3.4–6.8 | 27 | 26.5 | 73.1 | −46.7 |
| 30P | +R | 10M | 7.1 | 4.8 | 3.6–6.7 | 27 | 64.9 | 112.3 | −47.5 |
| Average/AEZ | 5.0 | 24 | 32.7 | 79.0 | −46.4 | ||||
| Kamonyi | |||||||||
| 0P | −R | 0M | 11.4 | 3.8 | 1.6–7.6 | 53 | 84.6 | 86.1 | −1.6 |
| 0P | −R | 10M | 11.4 | 5.1 | 4.2–6.5 | 45 | 105.3 | 122.3 | −17 |
| 30P | +R | 0M | 11.4 | 3.4 | 2.5–3.9 | 62 | 117.7 | 114.5 | 3.2 |
| 30P | +R | 10M | 11.4 | 4.1 | 3.5–5.2 | 55 | 197.7 | 145.6 | 52.0 |
| Average/AEZ | 4.1 | 53 | 126.3 | 117.1 | 9.2 | ||||
| Kayonza | |||||||||
| 0P | −R | 0M | 8.4 | 4.1 | −1.4 to 7.5 | 43 | 18.2 | 54.1 | −35.9 |
| 0P | −R | 10M | 8.4 | 7.6 | 6.9–8.2 | 12 | 14.5 | 84.6 | −70.1 |
| 30P | +R | 0M | 8.4 | 5.4 | 4.7–6.2 | 33 | 34 | 75.1 | −41.1 |
| 30P | +R | 10M | 8.4 | 5.4 | 4.8–6.1 | 33 | 55.3 | 112.3 | −57.0 |
| Average/AEZ | 5.6 | 30 | 30.5 | 81.5 | −51.0 | ||||
| SED (Fertilizer × Inoculum × Manure) | 0.89 | 9.27 | 13.5 | 5 | 16.66 | ||||
| SED (AEZ × Manure × Inoculum) | 1.09 | 11.35 | 16.54 | 6.12 | 20.41 | ||||
| SED (AEZ × Fertilizer × Inoculum) | 1.09 | 11.35 | 16.54 | 6.12 | 20.41 | ||||
| SED (AEZ × Fertilizer × Inoculum × Manure) | 1.54 | 16.06 | 23.39 | 8.66 | 28.86 | ||||
−/+ R: without or with rhizobia (R) inoculation; trt: Treatment; ref: Reference.
Soybean shoot δ15N, percentage of N2 derived from atmosphere (%Ndfa), amount of N2-fixed and Net N input as affected by treatments.
| AEZs/Fertilizer (kg ha−1) | Inoculum | Manure (t ha−1) | δ15N reference (‰) | Shoot δ15N (‰) | Range Shoot δ15N (‰) | %Ndfa | Total amount N-fixed (kg ha−1) | Total N in grain (kg ha−1) | Net N input (kg ha−1) |
|---|---|---|---|---|---|---|---|---|---|
| Bugesera | |||||||||
| 0P | −R | 0M | 8.0 | 3.2 | −0.2 to 5.4 | 46 | 25.0 | 61.4 | −36.4 |
| 0P | −R | 10M | 8.0 | 5.2 | 4.0–6.7 | 28 | 14.9 | 90.2 | −75.3 |
| 30P | +R | 0M | 8.0 | 4.2 | 3.0–6.0 | 39 | 28.4 | 75.1 | −46.7 |
| 30P | +R | 10M | 8.0 | 5.3 | 4.1–7.5 | 28 | 50.4 | 112.6 | −62.3 |
| Average/AEZ | 4.5 | 35 | 29.7 | 84.8 | −55.2 | ||||
| Kamonyi | |||||||||
| 0P | −R | 0M | 8.4 | 3.7 | 0.3–6.7 | 44 | 71.0 | 101.5 | −30.6 |
| 0P | −R | 10M | 8.4 | 2.1 | 1.2–3.8 | 62 | 184.3 | 141.6 | 42.8 |
| 30P | +R | 0M | 8.4 | 2.8 | 0.1–5.4 | 54 | 117.8 | 133.5 | −15.6 |
| 30P | +R | 10M | 8.4 | 3.8 | 0.0–6.1 | 43 | 186.0 | 175.0 | 11.0 |
| Average/AEZ | 3.1 | 51 | 139.8 | 137.9 | 1.9 | ||||
| Kayonza | |||||||||
| 0P | −R | 0M | 8.0 | 0.9 | −1.7 to 5.1 | 69 | 58.5 | 47.0 | 11.5 |
| 0P | −R | 10M | 8.0 | 5.8 | 5.0–6.3 | 21 | 50.1 | 93.1 | −43.0 |
| 30P | +R | 0M | 8.0 | 4.8 | 2.4–6.3 | 32 | 56.3 | 80.1 | −23.8 |
| 30P | +R | 10M | 8.0 | 5.5 | 3.9–6.6 | 24 | 90.8 | 136.6 | −45.8 |
| Average/AEZ | 4.3 | 37 | 63.9 | 89.2 | −25.3 | ||||
| SED (Fertilizer × Inoculum × Manure) | 0.95 | 12.76 | 19.52 | 5.05 | 19.86 | ||||
| SED (AEZ × Manure × Inoculum) | 1.17 | 15.62 | 23.9 | 6.19 | 24.32 | ||||
| SED (AEZ × Fertilizer × Inoculum) | 1.17 | 15.62 | 23.9 | 6.19 | 24.32 | ||||
| SED (AEZ × Fertilizer × Inoculum × Manure) | 1.65 | 22.1 | 33.81 | 8.75 | 34.4 | ||||
Shoot N and P uptake (kg ha−1) of common bean and soybean as influenced by treatments.
| Treatments | Bugesera AEZ | Kamonyi AEZ | Kayonza AEZ | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Common bean | Soybean | Common bean | Soybean | Common bean | Soybean | |||||||
| Shoot P uptake | Shoot N uptake | Shoot P uptake | Shoot N uptake | Shoot P uptake | Shoot N uptake | Shoot P uptake | Shoot N uptake | Shoot P uptake | Shoot N uptake | Shoot P uptake | Shoot N uptake | |
| 0P-R + 0M | 8 | 59 | 4 | 36 | 23 | 121 | 14 | 109 | 4 | 51 | 6 | 70 |
| 0P-R + 10M | 12 | 119 | 21 | 45 | 28 | 157 | 26 | 213 | 9 | 89 | 11 | 169 |
| 30P + R + 0M | 11 | 77 | 7 | 54 | 27 | 134 | 19 | 147 | 6 | 77 | 10 | 144 |
| 30P + R + 10M | 29 | 200 | 23 | 144 | 44 | 254 | 53 | 338 | 10 | 122 | 24 | 312 |
| Average | 15 | 114 | 14 | 70 | 31 | 167 | 28 | 202 | 7 | 85 | 13 | 174 |
| SED (Inoculum) | 2.41 | 13.02 | ns | 17.27 | 2.41 | 13.02 | ns | 17.27 | 2.41 | 13.02 | ns | 17.27 |
| SED (Fertilizer) | 2.41 | 13.02 | ns | 17.27 | 2.41 | 13.02 | ns | 17.27 | 2.41 | 13.02 | ns | 17.27 |
| SED (Manure) | 2.41 | 13.02 | 5.19 | 17.27 | 2.41 | 13.02 | 5.19 | 17.27 | 2.41 | 13.02 | 5.19 | 17.27 |
| SED (AEZ) | 2.96 | 15.94 | 6.35 | 21.15 | 2.96 | 15.94 | 6.35 | 21.15 | 2.96 | 15.94 | 6.35 | 21.15 |
Total N and P uptake (kg ha−1) of maize grown after common bean and soybean with and without inoculation, P fertilizer and manure.
| Treatments | Bugesera AEZ | Kamonyi AEZ | ||||||
|---|---|---|---|---|---|---|---|---|
| Common bean-Maize | Soybean-Maize | Common bean-Maize | Soybean-Maize | |||||
| Total P uptake | Total N uptake | P uptake | N uptake | Total P uptake | Total N uptake | Total P uptake | Total N uptake | |
| 0P-R + 0M | 2 | 33 | 4 | 24 | 16 | 98 | 18 | 69 |
| 0P-R + 10M | 3 | 68 | 5 | 24 | 23 | 119 | 35 | 68 |
| 30P + R + 0M | 2 | 75 | 8 | 47 | 21 | 111 | 30 | 78 |
| 30P + R + 10M | 10 | 116 | 9 | 64 | 21 | 144 | 55 | 134 |
| Average | 4 | 73 | 7 | 40 | 20 | 118 | 35 | 87 |
| SED (Inoculum) | n.s | n.s | n.s | n.s | n.s | n.s | 6.04 | 4.62 |
| SED (Fertilizer) | n.s | n.s | n.s | n.s | n.s | n.s | 6.04 | 4.62 |
| SED (Manure) | n.s | 15.58 | n.s | n.s | n.s | 15.58 | 6.04 | 4.62 |
| SED (AEZ) | 3.34 | 15.58 | n.s | n.s | 3.34 | 15.58 | 6.04 | 4.62 |
| SED (Inoculum × manure) | n.s | n.s | n.s | n.s | n.s | n.s | n.s | 6.54 |
Common bean-Maize: Maize grown after common bean; Soybean-Maize: Maize grown after soybean; ns: not significant at p < 0.05; 0 M/10 M: 0 and 10 t ha−1 of manure; P and N uptake by maize after soybean at Bugesera was calculated from stover only since maize did not yield any grain.
Fig. 5Maize grain yield after: (a, c) common bean and (b, d) soybean receiving different treatments at (a, b) Bugesera and (c, d) Kamonyi. Error bars represent the standard errors of difference between means; −/+ R: without or with rhizobia (R) inoculation. N.B. Maize failed to yield any grain after soybean at Bugesera.
Stover response of maize (t ha−1) grown after common bean and soybean with and without inoculation, P fertilizer and manure.
| Treatments | Bugesera AEZ | Kamonyi AEZ | ||
|---|---|---|---|---|
| Common bean-Maize | Soybean-Maize | Common bean-Maize | Soybean-Maize | |
| Stover (t ha−1) | Stover (t ha−1) | Stover (t ha−1) | Stover (t ha−1) | |
| 0P-R + 0M | 2.8 | 3.6 | 6.0 | 1.7 |
| 0P-R + 5M | 3.5 | 2.9 | 6.6 | 1.8 |
| 0P-R + 10M | 4.8 | 3.5 | 6.2 | 1.9 |
| 0P + R + 0M | 6.0 | 4.2 | 6.4 | 2.3 |
| 0P + R + 5M | 6.2 | 7.1 | 7.6 | 2.9 |
| 0P + R + 10M | 5.8 | 7.3 | 7.3 | 3.5 |
| 30P-R + 0M | 4.5 | 3.5 | 6.4 | 2.2 |
| 30P-R + 5M | 5.1 | 4.1 | 7.0 | 2.3 |
| 30P-R + 10M | 3.9 | 6.0 | 8.1 | 2.5 |
| 30P + R + 0M | 3.7 | 5.9 | 5.8 | 2.4 |
| 30P + R + 5M | 6.2 | 5.3 | 7.6 | 3.2 |
| 30P + R + 10M | 7.7 | 8.0 | 7.6 | 4.6 |
| Average | 5.0 | 5.1 | 6.9 | 2.6 |
| SED (Inoculum) | 0.62 | 0.54 | ||
| SED (Manure) | 0.59 | 0.50 | ||