| Literature DB >> 32407405 |
Muhammad Ikram Ul Haq1, Muhammad Mudassar Maqbool1, Ansar Ali1, Shahid Farooq1,2, Shahbaz Khan1, Muhammad Sohail Saddiq1, Khurshied Ahmad Khan3, Shahbaz Ali4, Muhammad Ifnan Khan5, Ansar Hussain5, Muhammad Arif4, Maqbool Ahmad6, Mahwish Tanveer7.
Abstract
Intercropping legumes with cereals has been a common cropping system in short-season rainfed environments due to its increased productivity and sustainability. IntercroppingEntities:
Year: 2020 PMID: 32407405 PMCID: PMC7224480 DOI: 10.1371/journal.pone.0233171
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Meteorological data during the experimental period.
| Temperature (°C) | ||||||||
|---|---|---|---|---|---|---|---|---|
| Maximum | Minimum | Mean | RH (%) | Rainfall (mm) | PE (mm/24 h) | SD (h) | ||
| 2014 | Oct | 31.3 | 19.1 | 25.2 | 54.6 | 3.6 | 3.5 | - |
| Nov | 26.3 | 11.5 | 18.9 | 61.7 | 10.0 | 1.8 | 7.6 | |
| Dec | 18.5 | 5.9 | 12.2 | 75.0 | 0.0 | 1.5 | 4.7 | |
| 2015 | Jan | 16.6 | 6.9 | 11.7 | 75.3 | 12.2 | 1.1 | 5 |
| Feb | 22.0 | 11.1 | 16.5 | 66.0 | 20.5 | 2.1 | 5.6 | |
| Mar | 24.5 | 13.6 | 19.1 | 64.0 | 67.9 | 13.0 | 4.9 | |
| Apr | 33.2 | 20.7 | 27.0 | 43.9 | 32.8 | 5.3 | 9.1 | |
| 2015 | Oct | 32.2 | 19.1 | 25.4 | 52.9 | 14.5 | 4.0 | - |
| Nov | 27.1 | 12.1 | 19.6 | 61.5 | 8.8 | 2.4 | 6.6 | |
| Dec | 21.8 | 7.2 | 14.5 | 62.6 | 0.0 | 1.9 | 7.0 | |
| 2016 | Jan | 17.3 | 7.7 | 12.5 | 74.4 | 13.1 | 3.5 | 1.2 |
| Feb | 23.3 | 9.3 | 16.3 | 58.1 | 7.8 | 2.3 | 8.5 | |
| Mar | 26.8 | 15.6 | 21.2 | 59.7 | 66.7 | 2.7 | 6.6 | |
| Apr | 34.3 | 19.2 | 27.2 | 47.4 | 5.6 | 6.1 | 8.3 | |
RH = Relative Humidity, PE = Pan Evaporation, SD = Sunshine Duration,— = no sunshine hours recorded due to clouds/fog
Soil properties before the initiation of experiment during both experimental years.
| Soil properties | 2014–15 | 2015–16 |
|---|---|---|
| Sand (%) | 62.11 | 60.91 |
| Silt (%) | 18.71 | 17.46 |
| Clay (%) | 19.21 | 21.64 |
| pH | 7.89 | 7.81 |
| EC (ds m-1) | 1.15 | 1.12 |
| Soil organic matter (%) | 0.76 | 0.76 |
| Available nitrogen (%) | 0.04 | 0.04 |
| Available phosphorus (ppm) | 6.94 | 6.84 |
| Available potassium (ppm) | 139 | 137 |
*Textural class was sandy clay loam
Different intercropping treatments used during both years of study.
| T1: Barley alone sown in 30 cm spaced single rows (conventional system) |
| T2: 3-rows of barley sown on beds with 45 cm irrigation furrows |
| T3: 4-rows of barley sown on beds with 60 cm irrigation furrows |
| T4: 6-rows of barley sown on beds with 90 cm irrigation furrows |
| T5: 8-rows of barley sown on beds with 120 cm irrigation furrows |
| T6: 3-rows of barley sown on beds with Egyptian clover sown in 45 cm irrigation furrows |
| T7: 4-rows of barley sown on beds with Egyptian clover sown in 60 cm irrigation furrows |
| T8: 6-rows of barley sown on beds with Egyptian clover sown in 90 cm irrigation furrows |
| T9: 8-rows of barley sown on beds with Egyptian clover sown in 120 cm irrigation furrows |
| T10: Egyptian clover sown alone |
Influence of different barley-Egyptian clover intercropping techniques on biological and grain yields, and harvest index of barley.
| Biological yield (t ha-1) | Grain yield (t ha-1) | Harvest index (%) | ||||
|---|---|---|---|---|---|---|
| Treatments | 2014–15 | 2015–16 | 2014–15 | 2015–16 | 2014–15 | 2015–16 |
| Barley alone at 30 cm spaced single rows | 11.50 A | 11.63 A | 3.84 A | 3.92 A | 33.98 A | 35.22 A |
| 3-rows of barley on beds with 45 cm irrigation furrows | 11.05 AB | 11.24 A | 3.62 B | 3.67 B | 33.20 AB | 33.05 B |
| 4-rows of barley on beds with 60 cm irrigation furrows | 10.57 BC | 11.18 A | 3.45 B | 3.62 B | 33.62 ABC | 31.73 BC |
| 6-rows of barley on beds with 90 cm irrigation furrows | 10.51 BC | 10.89 A | 3.47 B | 3.66 B | 33.80 A | 31.71 C |
| 8-rows of barley on beds with 120 cm irrigation furrows | 10.15 C | 11.00 A | 3.42 B | 3.68 B | 33.39 A | 31.01 C |
| 3-rows of barley on beds with Egyptian clover in 45 cm irrigation furrows | 8.39 D | 8.46 B | 2.59 C | 2.76 E | 31.69 BCD | 31.59 C |
| 4-rows of barley on beds with Egyptian clover in 60 cm irrigation furrows | 8.56 D | 8.57 B | 2.65 CD | 2.86 D | 31.15 CD | 30.86 C |
| 6-rows of barley on beds with Egyptian clover in 90 cm irrigation furrows | 8.44 D | 9.03 B | 2.82 C | 3.08 C | 30.87 D | 30.79 C |
| 8-rows of barley on beds with Egyptian clover in 120 cm irrigation furrows | 8.76 D | 9.05 B | 2.84 C | 3.27 C | 30.63 D | 30.75 C |
Means sharing the same letter within a column or a row do not differ significantly (p > 0.05).
Fodder yield of Egyptian clover as influenced by different barley-Egyptian clover intercropping treatments.
| Fodder yield (t ha-1) | ||
|---|---|---|
| Treatments | 2014–15 | 2015–16 |
| 3-rows of barley on beds with Egyptian clover in 45 cm irrigation furrows | 21.33 C | 21.00 E |
| 4-rows of barley on beds with Egyptian clover in 60 cm irrigation furrows | 25.67 C | 29.33 D |
| 6-rows of barley on beds with Egyptian clover in 90 cm irrigation furrows | 31.67 C | 35.12 C |
| 8-rows of barley on beds with Egyptian clover in 120 cm irrigation furrows | 56.67 B | 58.67 B |
| Egyptian clover alone | 68.33 A | 69.83 A |
Means sharing the same letter within a column or a row do not differ significantly (p > 0.05). Treatments lacking barley were omitted
Competitive functions of barley as influenced by different barley-Egyptian clover intercropping treatments.
| Aggressivity | Relative crowding coefficient | Competitive ratio | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014–15 | 2015–16 | 2014–15 | 2015–16 | 2014–15 | 2015–16 | |||||||||
| Treatments | Barley | IC | Barley | IC | B | IC | Sys | B | IC | Sys | Barley | IC | Barley | IC |
| 3-rows of barley on beds with Egyptian clover in 45 cm irrigation furrows | 0.62 | -0.62 | 1.07 | -1.07 | 2.83 | 9.15 | 25.8 | 3.35 | 9.03 | 30.2 | 0.03 | 0.30 | 0.03 | 0.22 |
| 4-rows of barley on beds with Egyptian clover in 60 cm irrigation furrows | 0.63 | -0.63 | 0.86 | -0.86 | 2.84 | 10.6 | 30.1 | 3.11 | 10.6 | 33.1 | 0.04 | 0.60 | 0.04 | 0.50 |
| 6-rows of barley on beds with Egyptian clover in 90 cm irrigation furrows | 0.65 | -0.65 | 0.74 | -0.74 | 2.90 | 13.1 | 37.9 | 2.92 | 14.4 | 42.1 | 0.07 | 2.64 | 0.06 | 1.70 |
| 8-rows of barley on beds with Egyptian clover in 120 cm irrigation furrows | 0.17 | -0.17 | 0.45 | -0.45 | 2.95 | 22.6 | 66.8 | 3.39 | 23.4 | 79.5 | 0.08 | 4.95 | 0.08 | 4.09 |
IC = Intercrop, B = Barley, Sys = System, the treatments where barley had no competition with Egyptian clover were omitted
Agronomic advantages of barley as influenced by different barley-Egyptian clover intercropping treatments.
| Land equivalent ratio | Area time equivalent ratio | Barley grain yield equivalent (%) | ||||
|---|---|---|---|---|---|---|
| Treatments | 2014–15 | 2015–16 | 2014–15 | 2015–16 | 2014–15 | 2015–16 |
| 3-rows of barley on beds with Egyptian clover in 45 cm irrigation furrows | 1.06 | 1.10 | 1.02 | 1.08 | 21.67 | 8.67 |
| 4-rows of barley on beds with Egyptian clover in 60 cm irrigation furrows | 1.03 | 1.11 | 1.03 | 1.04 | 33.51 | 27.45 |
| 6-rows of barley on beds with Egyptian clover in 90 cm irrigation furrows | 1.16 | 1.19 | 1.11 | 1.12 | 59.01 | 47.07 |
| 8-rows of barley on beds with Egyptian clover in 120 cm irrigation furrows | 1.56 | 1.68 | 1.54 | 1.61 | 124.96 | 121.09 |
Treatments where barley had no competition with Egyptian clover were omitted
Water related attributes as influenced by different barley-Egyptian clover intercropping treatments.
| Treatments | Total water applied (cubic ft. per ha) | Irrigation water use efficiency kg cf3 | Percent saving water (cubic ft. per ha) | Additional area (ha) that can be brought under cultivation by saved irrigation water | Additional yield of barley (t ha-1) that can be obtained by saved irrigation water |
|---|---|---|---|---|---|
| Barley alone at 30 cm spaced single rows (conventional system) | 776182 | 1.49 | - | - | - |
| 3-rows of barley on beds with 45 cm irrigation furrows | 567454 | 1.96 | 26.6 | 0.27 | 3.07 |
| 4-rows of barley on beds with 60 cm irrigation furrows | 580269 | 1.87 | 24.9 | 0.25 | 2.88 |
| 6-rows of barley on beds with 90 cm irrigation furrows | 554097 | 1.93 | 28.3 | 0.28 | 3.27 |
| 8-rows of barley on beds with 120 cm irrigation furrows | 619435 | 1.71 | 19.9 | 0.20 | 2.30 |
| 3-rows of barley on beds with Egyptian clover in 45 cm irrigation furrows | 564358 | 2.98 | 27.0 | 0.27 | 3.11 |
| 4-rows of barley on beds with Egyptian clover in 60 cm irrigation furrows | 589313 | 3.15 | 23.8 | 0.24 | 2.75 |
| 6-rows of barley on beds with Egyptian clover in 90 cm irrigation furrows | 578905 | 3.83 | 25.1 | 0.25 | 2.90 |
| 8-rows of lentil on beds with Egyptian clover in 120 cm irrigation furrows | 654924 | 4.83 | 15.1 | 0.15 | 1.75 |
| Egyptian clover alone | 1069877 | 2.56 | -39.1 | -0.39 | -4.51 |
Residual soil fertility as influenced by different barley-Egyptian clover intercropping treatments.
| Organic matter (%) | Nitrogen (%) | Phosphorus (%) | Potassium (ppm) | |||||
|---|---|---|---|---|---|---|---|---|
| Treatments | 2014–15 | 2015–16 | 2014–15 | 2015–16 | 2014–15 | 2015–16 | 2014–15 | 2015–16 |
| Barley alone at 30 cm spaced single rows | 0.48 | 0.43 | 0.025 | 0.027 | 8.25 | 8.45 | 246 | 241 |
| 3-rows of barley on beds with 45 cm irrigation furrows | 0.47 | 0.45 | 0.031 | 0.030 | 6.25 | 6.77 | 235 | 230 |
| 4-rows of barley on beds with 60 cm irrigation furrows | 0.48 | 0.47 | 0.035 | 0.032 | 7.63 | 7.63 | 231 | 233 |
| 6-rows of barley on beds with 90 cm irrigation furrows | 0.49 | 0.46 | 0.030 | 0.034 | 6.14 | 6.68 | 236 | 234 |
| 8-rows of barley on beds with 120 cm irrigation furrows | 0.45 | 0.48 | 0.032 | 0.035 | 7.85 | 7.68 | 237 | 233 |
| 3-rows of barley on beds with Egyptian clover in 45 cm irrigation furrows | 0.50 | 0.49 | 0.036 | 0.038 | 5.81 | 5.60 | 225 | 226 |
| 4-rows of barley on beds with Egyptian clover in 60 cm irrigation furrows | 0.56 | 0.59 | 0.037 | 0.039 | 6.27 | 6.56 | 229 | 227 |
| 6-rows of barley on beds with Egyptian clover in 90 cm irrigation furrows | 0.59 | 0.61 | 0.038 | 0.040 | 6.50 | 7.65 | 244 | 233 |
| 8-rows of barley on beds with Egyptian clover in 120 cm irrigation furrows | 0.67 | 0.68 | 0.040 | 0.041 | 6.40 | 5.71 | 231 | 234 |
| Egyptian clover alone | 0.53 | 0.55 | 0.041 | 0.043 | 6.39 | 5.68 | 235 | 225 |
Economic analysis as influenced by different barley-Egyptian clover intercropping treatments.
| Treatments | Gross benefit (US$ ha-1) | Variable cost (US$ ha-1) | Fixed cost (US$) ha-1) | Total cost (US$ ha-1) | Net income (US$ ha-1) | BCR |
|---|---|---|---|---|---|---|
| barley alone at 30 cm spaced single rows (conventional system) | 1858.60 | 222.64 | 848.39 | 1071.03 | 787.57 | 1.74 |
| 3-rows of barley on beds with 45 cm irrigation furrows | 1759.20 | 213.59 | 848.39 | 1061.98 | 697.22 | 1.66 |
| 4-rows of barley on beds with 60 cm irrigation furrows | 1709.80 | 202.14 | 848.39 | 1050.53 | 659.27 | 1.63 |
| 6-rows of barley on beds with 90 cm irrigation furrows | 1716.80 | 200.14 | 848.39 | 1048.53 | 668.27 | 1.64 |
| 8-rows of barley on beds with 120 cm irrigation furrows | 1697.80 | 195.52 | 848.39 | 1043.91 | 653.90 | 1.63 |
| 3-rows of barley on beds with Egyptian clover in 45 cm irrigation furrows | 1846.12 | 249.49 | 848.39 | 1097.88 | 748.24 | 1.68 |
| 4-rows of barley on beds with Egyptian clover in 60 cm irrigation furrows | 2036.10 | 270.25 | 848.39 | 1098.65 | 937.46 | 1.85 |
| 6-rows of barley on beds with Egyptian clover in 90 cm irrigation furrows | 2249.87 | 285.41 | 848.39 | 1103.80 | 1146.08 | 2.04 |
| 8-rows of barley on beds with Egyptian clover in 120 cm irrigation furrows | 2892.15 | 294.18 | 848.39 | 1142.57 | 1749.58 | 2.53 |
| Egyptian clover alone | 1727.00 | 123.02 | 848.39 | 971.41 | 878.61 | 2.04 |
BCR = benefit:cost ratio
Dominance/ marginal analysis of different barley-Egyptian clover intercropping treatments.
| Treatments | Variable cost (US $) | Net income (US $) | Dominance | Marginal cost (US $) | Marginal net benefit (US $) | MRR% |
|---|---|---|---|---|---|---|
| Egyptian clover alone | 12302 | 75157 | - | - | - | - |
| 8-rows of barley on beds with 120 cm irrigation furrows | 19551 | 64864 | D | - | - | - |
| 6-rows of barley on beds with 90 cm irrigation furrows | 20014 | 66827 | 463 | 1963 | 424 | |
| 4-rows of barley on beds with 60 cm irrigation furrows | 20214 | 65649 | D | - | - | - |
| 3-rows of barley on beds with 45 cm irrigation furrows | 21359 | 69444 | 1145 | 3795 | 331 | |
| Barley alone at 30 cm spaced single rows | 22264 | 78479 | 905 | 9035 | 998 | |
| 3-rows of barley on beds with Egyptian clover in 45 cm irrigation furrows | 24949 | 74143 | D | - | - | - |
| 4-rows of barley on beds with Egyptian clover in 60 cm irrigation furrows | 27025 | 93064 | 2076 | 18921 | 912 | |
| 6-rows of barley on beds with Egyptian clover in 90 cm irrigation furrows | 28541 | 113925 | 1516 | 20861 | 1376 | |
| 8-rows of barley on beds with Egyptian clover in 120 cm irrigation furrows | 29418 | 174277 | 877 | 60351 | 6882 |
D = Dominated treatments,— = dominated treatments were lacking in MRR analysis, MRR = marginal rate of return