| Literature DB >> 26061566 |
Yitao Zhang1, Jian Liu2, Jizong Zhang1, Hongbin Liu1, Shen Liu1, Limei Zhai1, Hongyuan Wang1, Qiuliang Lei1, Tianzhi Ren3, Changbin Yin1.
Abstract
Intercropping is regarded as an important agricultural practice to improve crop production and environmental quality in the regions with intensive agricultural production, e.g., northern China. To optimize agronomic advantage of maize (Zea mays L.) and soybean (Glycine max L.) intercropping system compared to monoculture of maize, two sequential experiments were conducted. Experiment 1 was to screening the optimal cropping system in summer that had the highest yields and economic benefits, and Experiment 2 was to identify the optimum row ratio of the intercrops selected from Experiment 1. Results of Experiment 1 showed that maize intercropping with soybean (maize || soybean) was the optimal cropping system in summer. Compared to conventional monoculture of maize, maize || soybean had significant advantage in yield, economy, land utilization ratio and reducing soil nitrate nitrogen (N) accumulation, as well as better residual effect on the subsequent wheat (Triticum aestivum L.) crop. Experiment 2 showed that intercropping systems reduced use of N fertilizer per unit land area and increased relative biomass of intercropped maize, due to promoted photosynthetic efficiency of border rows and N utilization during symbiotic period. Intercropping advantage began to emerge at tasseling stage after N topdressing for maize. Among all treatments with different row ratios, alternating four maize rows with six soybean rows (4M:6S) had the largest land equivalent ratio (1.30), total N accumulation in crops (258 kg ha(-1)), and economic benefit (3,408 USD ha(-1)). Compared to maize monoculture, 4M:6S had significantly lower nitrate-N accumulation in soil both after harvest of maize and after harvest of the subsequent wheat, but it did not decrease yield of wheat. The most important advantage of 4M:6S was to increase biomass of intercropped maize and soybean, which further led to the increase of total N accumulation by crops as well as economic benefit. In conclusion, alternating four maize rows with six soybean rows was the optimum row ratio in maize || soybean system, though this needs to be further confirmed by pluri-annual trials.Entities:
Mesh:
Year: 2015 PMID: 26061566 PMCID: PMC4463860 DOI: 10.1371/journal.pone.0129245
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Physical and chemical properties of the experimental soil.
| Soil layer (cm) | Organic matter (g kg-1) | NH4 +-N (mg kg-1) | NO3 --N (mg kg-1) | Bulk density (g cm-3) | pH |
|---|---|---|---|---|---|
|
| 18.6 | 1.24 | 13.0 | 1.32 | 8.70 |
|
| 10.6 | 1.64 | 7.41 | 1.33 | 8.61 |
|
| 9.84 | 1.34 | 4.93 | 1.33 | 8.63 |
|
| 8.51 | 1.72 | 4.61 | 1.35 | 8.56 |
|
| 9.65 | 1.45 | 4.01 | 1.42 | 8.55 |
|
| 11.0 | 1.82 | 4.63 | 1.33 | 8.58 |
|
| 9.67 | 1.25 | 3.87 | 1.29 | 8.55 |
|
| 5.49 | 1.29 | 3.69 | 1.34 | 8.65 |
|
| 4.54 | 1.78 | 3.74 | 1.35 | 8.63 |
|
| 4.93 | 1.51 | 2.89 | 1.41 | 8.59 |
Detailed planting pattern of every treatment in the two experiments.
| Experiment/Crop | Row spacing (cm) | Plant spacing (cm) | Width of strip (cm) | Spacing between two crop strips (cm) | Plot area (m2) | Crop density (plant ha-1) | |
|---|---|---|---|---|---|---|---|
|
| |||||||
| Maize monoculture | 80, 50 | 25 | - | - | 175 | 60,984 | |
| Soybean monoculture | 35 | 20 | - | - | 175 | 283,216 | |
| Red bean monoculture | 30 | 20 | - | - | 175 | 330,584 | |
| Maize ǁ soybean | Maize | 80, 50 | 25 | 180 | 20 | 225 | 52,866 |
| Soybean | 27 | 20 | 100 | 263,872 | |||
| Maize ǁ red bean | Maize | 80, 50 | 25 | 180 | 20 | 225 | 52,866 |
| Red bean | 27 | 20 | 100 | 263,872 | |||
|
| |||||||
| Maize monoculture | 80, 50 | 25 | - | - | 70 | 60,984 | |
| Soybean monoculture | 35 | 20 | - | - | 70 | 283,216 | |
| 2M:6S | Maize | 50 | 25 | 50 | 30 | 110 | 30,300 |
| Soybean | 30 | 20 | 180 | 229,200 | |||
| 4M:6S | Maize | 50 | 25 | 150 | 30 | 110 | 44,000 |
| Soybean | 30 | 20 | 180 | 165,200 | |||
| 6M:6S | Maize | 50 | 25 | 250 | 30 | 110 | 51,100 |
| Soybean | 30 | 20 | 180 | 129,500 | |||
♣ Maize was sown with alternating wide (80 cm) and narrow (50 cm) inter-row spacing in Experiment 1 and maize monoculture in Experiment 2, while intercropped maize in Experiment 2 was sown with equal row spacing (50 cm).
Fig 1Schematic diagram of different treatments.
(1) Monoculture of maize, (2) Monoculture of soybean, (3) 2M:6S (two maize rows intercropping with six soybean rows), (4) 4M:6S (four maize rows intercropping with six soybean rows), and (5) 6M:6S (six maize rows intercropping with six soybean rows).
Crop yield, economic benefit, soil nitrate-N accumulation at 0–200 cm soil depth (NA) and land equivalent ratio (LER) in different crop systems at harvest in the summer of 2010 (Experiment 1).
| Treatments | Yield (kg ha-1) | LER | Economy | NA (0–200cm) (kg ha-1) | |
|---|---|---|---|---|---|
|
| 11,003 | - | 2,437 a | 192 a | |
|
| 3,091 | - | 1,367 b | 95 c | |
|
| 2,583 | - | 1,203 b | 107 c | |
|
|
| 9,142 | 1.27 | 2,755 a | 136 bc |
|
| 1,345 | ||||
|
|
| 9,139 | 1.30 | 2,747 a | 154 b |
|
| 1,203 | ||||
Data were presented on a basis of per hectare monoculture/intercropping area
¶Cost: Machinery 46.44 USD ha-1, labor 216.7 USD ha-1, Maize seed 1.24 USD kg-1, soybean seed 1.86 USD kg-1, red bean seed 3.10 USD t-1, urea 325.08 USD t-1, calcium superphosphate 123.8 USD t-1, potassium sulfate 541.8 USD t-1; Procurement price: maize grain 0.28 USD kg-1, maize straw 0.003 USD kg-1, soybean grain 0.62 USD kg-1, red bean grain 0.70 USD kg-1.
Note: Different letters represented significant differences between means of replicates (n = 3) at the 0.05% level within a column.
Residual effect of different summer cropping systems on yield of winter wheat and soil nitrate-N accumulation after harvest of wheat in Experiment 1.
| Treatments in summer | Yield of wheat (kg ha-1) | Soil nitrate-N accumulation (0–200cm) (kg ha-1) |
|---|---|---|
|
| 7,633 a | 260 a |
|
| 7,633 a | 204 c |
|
| 7,633 a | 201 c |
|
| 7,830 a | 233 b |
|
| 7,695 a | 229 b |
Note: Different letters represented significant differences between means of replicates (n = 3) at the 0.05% level within a column.
Total N accumulation in crop (Nacc), crop yield, economy, soil nitrate-N accumulation at 0–40 cm soil depth (NA) and land equivalent ratio (LER) in different cropping systems at harvest in the summer of 2011 (Experiment 2).
| Cropping system | Maize | Soybean | LER | ||||||
|---|---|---|---|---|---|---|---|---|---|
| Nacc (kg ha-1) | Yield (kg ha-1) | Economy | NA (kg ha-1) | Nacc (kg ha-1) | Yield (kg ha-1) | Economy | NA (kg ha-1) | ||
|
| 160 a | 9,630 a | 2,827 a | 63.3 a | - | - | - | - | - |
|
| - | - | - | - | 237 a | 3,780 a | 2,457 a | 22.8 a | - |
|
| 93 d | 5,700 d | 1,762 d | 6.9 d | 164 b | 2,440 b | 1,534 b | 23.2 a | 1.24 |
|
| 129 c | 7,610 c | 2,330 c | 20.0 c | 129 c | 1,950 c | 1,234 c | 16.5 b | 1.30 |
|
| 139 b | 8,340 b | 2,533 b | 32.3 b | 96 d | 1,410 d | 872 d | 13.7 b | 1.24 |
Data were presented on a basis of per hectare monoculture/intercropping area.
¶Cost: Machinery 46.44 USD ha-1, labor 216.7 USD ha-1, Maize seed 1.86 USD kg-1, soybean seed 1.86 USD kg-1, urea 371.5 USD t-1, calcium superphosphate 123.8 USD t-1, potassium sulfate 541.8 USD t-1; Procurement price: maize grain 0.34 USD kg-1, maize straw 0.003 USD kg-1, soybean grain 0.77 USD kg-1.
Note: Different letters represented significant differences between means of replicates (n = 3) at the 0.05% level within a column.
Net photosynthetic rate (Pn) and transpiration rate (Tg) of maize at tasseling and filling stages under different cropping systems.
| Growth stage/Cropping system | Pn (mmol m-2 s-1) | Tg (mol m-2 s-1) | ||||
|---|---|---|---|---|---|---|
| Row 1 | Row 2 | Row 3 | Row 1 | Row 2 | Row 3 | |
|
| ||||||
| Maize monoculture | 39.2 c | 39.2 c | 39.2 c | 9.17 de | 9.17 de | 9.17 de |
| 2M:6S | 40.2 bc | - | - | 11.2 ab | - | - |
| 4M:6S | 42.8 a | 39.3 c | - | 11.5 a | 9.94 cd | - |
| 6M:6S | 41.5 ab | 39.7 c | 39.0 c | 11.9 a | 10.5 bc | 8.69 e |
|
| ||||||
| Maize monoculture | 38.5 c | 38.5 c | 38.5 c | 6.56 b | 6.56 b | 6.56 b |
| 2M:6S | 39.2 bc | - | - | 7.06 a | - | - |
| 4M:6S | 40.6 ab | 38.7 c | - | 7.06 a | 6.66 ab | - |
| 6M:6S | 41.2 a | 38.7 c | 38.2 c | 7.08 a | 6.70 ab | 6.42 b |
Note: Different letters represented significant (at the 0.05% level) differences between means of three replicates among all crop rows of different treatments at each growth stage.
Concentration (g kg-1) of N in maize and soybean at each growth stage under different cropping systems.
| Growth stage/Cropping system | Maize strip | Soybean strip | ||||
|---|---|---|---|---|---|---|
| Row 1 | Row 2 | Row 3 | Row 1 | Row 2 | Row 3 | |
|
| ||||||
| Monoculture | 29.5 b | 29.5 b | 29.5 b | 29.7 e | 29.7 e | 29.7 e |
| 2M:6S | 32.9 a | - | - | 38.1 b | 40.9 a | 37.8 b |
| 4M:6S | 28.4 b | 31.1 ab | - | 37.6 b | 28.8 e | 34.7 c |
| 6M:6S | 29.9 ab | 29.9 ab | 30.42 ab | 38.3 b | 35.2 c | 32.6 d |
|
| ||||||
| Monoculture | 17.0 a | 17.0 a | 17.0 a | 27.5 a | 27.5 a | 27.5 a |
| 2M:6S | 17.0 a | - | - | 27.2 a | 27.5 a | 26.5 a |
| 4M:6S | 16.8 a | 15.0 a | - | 26.9 a | 25.6 a | 26.9 a |
| 6M:6S | 14.8 a | 16.3 a | 15.5 a | 27.2 a | 28.0 a | 27.1 a |
|
| ||||||
| Monoculture | 7.78 ab | 7.78 ab | 7.78 ab | 3.73 de | 3.73 de | 3.73 de |
| 2M:6S | 7.39 ab | - | - | 4.25 ab | 4.77 a | 3.89 cde |
| 4M:6S | 8.10 a | 7.19 b | - | 3.64 e | 3.92 bcd | 4.66 ab |
| 6M:6S | 7.56 ab | 8.13 a | 7.58 ab | 4.22 ab | 4.25 ab | 4.42 ab |
|
| ||||||
| Monoculture | 11.7 a | 11.7 a | 11.7 a | 60.7 b | 60.7 b | 60.7 b |
| 2M:6S | 11.6 a | - | - | 64.4 ab | 65.5 ab | 65.0 ab |
| 4M:6S | 12.5 a | 12.5 a | - | 63.2 ab | 62.3 ab | 64.5 ab |
| 6M:6S | 11.7 a | 11.8 a | 12.2 a | 66.5 a | 65.7 ab | 65.3 ab |
Note: Different letters represented significant (at the 0.05% level) differences between means of three replicates among all crop rows of different treatments in one crop strip at each growth stage.
Crop biomass (g plant-1) at each growth stage under different cropping systems.
| Growth stage/Cropping system | Maize strip | Soybean strip | ||||
|---|---|---|---|---|---|---|
| Row 1 | Row 2 | Row 3 | Row 1 | Row 2 | Row 3 | |
|
| ||||||
| Monoculture | 6.79 a | 6.79 a | 6.79 a | 2.70 a | 2.70 a | 2.70 a |
| 2M:6S | 6.89 a | - | - | 1.75 d | 2.14 bc | 2.38 b |
| 4M:6S | 5.47 c | 5.43 c | - | 2.37 b | 1.97 cd | 1.76 d |
| 6M:6S | 5.85 b | 4.92 d | 5.49 c | 1.96 cd | 2.04 cd | 2.14 bc |
|
| ||||||
| Monoculture | 90.0 bc | 90.0 bc | 90.0 bc | 17.5 a | 17.5 a | 17.5 a |
| 2M:6S | 104 a | - | - | 11.9 c | 13.8 bc | 16.3 a |
| 4M:6S | 95.4 ab | 81.7 c | - | 11.9 c | 15.6 ab | 16.3 a |
| 6M:6S | 96.3 ab | 94.8 ab | 92.4 b | 11.9 c | 12.5 c | 15.6 ab |
|
| ||||||
| Monoculture | 257 b | 257 b | 257 b | 20.6 b | 20.6 b | 20.6 b |
| 2M:6S | 311 a | - | - | 15.3 de | 16.0 de | 17.7 c |
| 4M:6S | 299 a | 259 b | - | 16.7 cd | 20.5 b | 22.7 a |
| 6M:6S | 289 a | 252 b | 248 b | 15.0 e | 16.4 cde | 16.6 cd |
Note: Different letters represented significant (at the 0.05% level) differences between means of three replicates among all crop rows of different treatments in one crop strip at each growth stage.
Fig 2Spatial distribution of nitrate-N concentration (mg kg-1) of each cropping system at different soil depths and maize growth stages.
(a) a soil depth of 0–20 cm: (a-1) pre-jointing stage, (a-2) tasseling stage, (a-3) filling stage and (a-4) ripening stage, and (b) a soil depth of 20–40 cm: (b-1) pre-jointing stage, (b-2) tasseling stage, (b-3) filling stage and (b-4) ripening stage. A row number is defined as in Fig 1. Each data point presents mean of three replicates and an error bar indicated standard deviation.
Residual effect of different summer cropping systems on yield of winter wheat and soil nitrate-N accumulation (0–100 cm) after harvest of wheat in Experiment 2.
| Cropping system in summer | Subsequent crop | Yield (kg ha-1) | Soil nitrate-N accumulation (kg ha-1) |
|---|---|---|---|
|
| wheat | 7,380 a | 206 a |
|
| wheat | 7,190 a | 125 b |
|
| wheat | 7,150 a | 97 c |
|
| wheat | 7,410 a | 119 bc |
|
| wheat | 7,180 a | 161 ab |
Note: Different letters represented significant differences between means of replicates (n = 3) at the 0.05% level within a column.