| Literature DB >> 31463405 |
Achchhelal Yadav1, Arti Bhatia2, Sudesh Yadav1, Vinod Kumar2, Bhupinder Singh2.
Abstract
Global food sEntities:
Keywords: Agriculture; Atmospheric science; Climate change; Environmental analysis; Environmental assessment; Environmental hazard; Environmental risk assessment; Growth; Leaf area index (LAI); Nutrients; Photosynthetic rate; Yield
Year: 2019 PMID: 31463405 PMCID: PMC6710491 DOI: 10.1016/j.heliyon.2019.e02317
Source DB: PubMed Journal: Heliyon ISSN: 2405-8440
Weather parameters during the wheat crop growing period for the years 2016–17 and 2017–18 around the free air ozone and carbon dioxide enrichment (FAOCE) facility at IARI, New Delhi.
| Month, year | Rainfall (mm) | Temperature (°C) | Sunshine (hour) | Relative humidity (%) | Monthly average O3 (ppb) | ||
|---|---|---|---|---|---|---|---|
| Maximum | Minimum | Mean | |||||
| December, 16 | 0 | 23.3 | 5.3 | 14.3 | 4.5 | 72 | 29.5 |
| January, 17 | 2.1 | 20.1 | 7.7 | 13.9 | 4.2 | 76 | 29.2 |
| February, 17 | 0 | 23.9 | 9.9 | 17.1 | 7.1 | 70 | 31 |
| March, 17 | 0.6 | 29.7 | 14.2 | 21.7 | 8.1 | 62 | 30.4 |
| April, 17 | 0.3 | 38 | 20.7 | 29.6 | 8.4 | 56 | 32.8 |
| November, 17 | 0 | 26.8 | 10.6 | 18.7 | 2.5 | 69 | 27.4 |
| December, 17 | 0.2 | 23.1 | 7 | 15 | 4.5 | 69 | 31.2 |
| January, 18 | 0.4 | 20.7 | 4.2 | 12.4 | 4.4 | 68 | 29 |
| February, 18 | 0 | 28.3 | 7.9 | 18.1 | 6.3 | 71 | 33 |
| March, 18 | 0 | 31.6 | 12.7 | 22.2 | 8 | 57 | 30.6 |
| April, 18 | 0.8 | 38.6 | 19.2 | 28.9 | 7.7 | 43 | 32.6 |
Fig. 1Daily average concentrations of ambient CO2, elevated CO2, ambient ozone and elevated ozone measured during the crop growing years 2016–2017 and 2017–2018 for complete crop growth period starting from days after sowing (DAS) until harvest. The two year average values were ambient CO2 (405.4 ± 4.7 ppm), elevated CO2 (561.2 ± 20.9 ppm), ambient ozone (30.7 ± 4.4 ppb) and elevated ozone (72.2 ± 5.9 ppb).
Leaf area index (LAI) and photosynthetic rates (Pn) of HD-2967 and C-306 wheat cultivars grown under elevated CO2 (EC), tropospheric O3 (EO) and interactive condition of elevated CO2 X O3 (ECO)∗.
| Wheat variety | Treatment | Leaf Area Index (LAI) | Photosynthetic Rate (Pn; μmolem−2s−1) | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Vegetative stage | Flowering stage | Vegetative stage | Flowering stage | ||||||||||
| 2016–17 | 2017–18 | Mean | 2016–17 | 2017–18 | Mean | 2016–17 | 2017–18 | Mean | 2016–17 | 2017–18 | Mean | ||
| HD- 2967 | Amb | 4.5 | 4.6 | 4.5 | 3.9 | 3.9 | 3.9 | 19.9 | 20.6 | 20.3 | 21 | 19.5 | 20.2 |
| EC | 5.7 | 5.6 | 5.6 | 5 | 4.8 | 4.9 | 23 | 24.8 | 23.9 | 23.8 | 22.3 | 23 | |
| EO | 4.1 | 4.2 | 4.2 | 3.5 | 3.7 | 3.6 | 18.9 | 19 | 18.9 | 19.9 | 18.7 | 19.3 | |
| ECO | 4.4 | 4.3 | 4.3 | 4.1 | 3.9 | 4 | 20.4 | 21.4 | 20.9 | 21.9 | 22 | 22 | |
| C-306 | Amb | 4.9 | 4.8 | 4.8 | 4.2 | 4.4 | 4.3 | 22.3 | 22 | 22.2 | 22.5 | 21 | 21.7 |
| EC | 5.9 | 5.7 | 5.8 | 5.2 | 5.1 | 5.2 | 25.1 | 25.8 | 25.5 | 25.2 | 23.4 | 24.3 | |
| EO | 4.5 | 4.2 | 4.3 | 3.8 | 4 | 3.9 | 20.1 | 19.4 | 19.8 | 21.6 | 20.4 | 21 | |
| ECO | 4.6 | 4.7 | 4.7 | 4.4 | 4.2 | 4.3 | 21.6 | 22.8 | 22.2 | 22.2 | 22.7 | 22.4 | |
Determination was on 40 plants (10 plants from each replicate for each treatment and growth stage during each year).
Crop growth parameters of HD-2967 and C-306 wheat cultivars grown under elevated CO2 (EC), tropospheric ozone (EO) and their interactive condition of elevated CO2 X O3 (ECO).
| Variety | Treatments | Spikes (m−2) | Spike length (cm) | Number of spikelets (spike−) | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 2016–17 | 2017–18 | Mean | 2016–17 | 2017–18 | Mean | 2016–17 | 2017–18 | Mean | ||
| HD-2967 | Amb | 400±8a | 394 ± 24a | 397 ± 12a | 8.2 ± 0.8a | 8.6 ± 1.0a | 8.4 ± 0.8a | 35 ± 1.5a | 37 ± 0.7a | 36 ± 1.3a |
| EC | 457 ± 14b | 431 ± 17b | 444±9b | 9.0 ± 0.1b | 9.0 ± 0.4a | 9.0 ± 0.1b | 37 ± 0.2a | 35 ± 1.0a | 36 ± 0.4a | |
| EO | 381 ± 30c | 371 ± 32c | 376 ± 27c | 8.1 ± 0.4a | 8.4 ± 0.3a | 8.3 ± 0.3a | 33 ± 1.3a | 31 ± 1.5b | 32 ± 0.9b | |
| ECO | 424 ± 35a | 398 ± 24a | 411 ± 19a | 8.5 ± 0.2a | 8.2 ± 0.7a | 8.3 ± 0.4a | 37 ± 0.5a | 31 ± 1.0a | 34 ± 0.8a | |
| C-306 | Amb | 450 ± 18a | 374 ± 18a | 412 ± 10a | 8.2 ± 0.3a | 8.7 ± 0.2a | 8.4 ± 0.3a | 33 ± 1.1a | 35 ± 0.6a | 34 ± 0.3a |
| EC | 470 ± 14b | 401 ± 53b | 435 ± 32b | 9.5 ± 0.4b | 9.8 ± 0.3b | 9.6 ± 0.4b | 37 ± 0.9a | 39 ± 1.3a | 38 ± 1.0b | |
| EO | 406±5c | 320 ± 19c | 363 ± 10c | 8.5 ± 0.3a | 8.8 ± 0.3a | 8.6 ± 0.3a | 31 ± 1.2a | 33 ± 1.0a | 32 ± 0.2a | |
| ECO | 460±9a | 392 ± 21a | 426 ± 11a | 8.6 ± 0.2a | 8.7 ± 0.2a | 8.6 ± 0.4a | 35 ± 1.1a | 31 ± 1.0a | 33 ± 0.6a | |
Different lower cases show significant difference (at p < 0.05 level) among different treatments within the same year according to Duncan's test.
Average of 240 plants (60 plants from each replicate for each year).
Average of 40 spikes (10 each from each replicate and each year)
Represents mean of two year response of yield parameter under respective treatment.
Yield parameters of HD-2967 and C-306 wheat cultivars grown under elevated CO2 (EC), tropospheric ozone (EO) and their interactive condition of elevated CO2X O3 (ECO).
| Variety | Treatments | Number of grain (spike−1) | Grain weight (g spike−1) | 1000 grain weight (g) | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 2016–17 | 2017–18 | Mean | 2016–17 | 2017–18 | Mean | 2016–17 | 2017–18 | Mean | ||
| HD-2967 | Amb | 41.3 ± 3.0a | 52.6 ± 2.5a | 46.9 ± 1.3a | 2.2 ± 0.2a | 2.4 ± 0.4a | 2.3 ± 0.2a | 35.9 ± 0.9a | 34.8 ± 1.3a | 35.4 ± 1.3a |
| EC | 44.2 ± 5.5a | 54.6 ± 5.0b | 49.4 ± 5.2a | 2.4 ± 0.1a | 2.4 ± 0.1a | 2.4 ± 0.03a | 36.4 ± 0.8a | 37.0 ± 0.8a | 36.7 ± 0.6a | |
| EO | 40.5 ± 3.0a | 45.6 ± 6.0c | 43.1 ± 3.7a | 1.8 ± 0.1b | 1.9 ± 0.1b | 1.9 ± 0.1b | 33.9 ± 1.0a | 33.1 ± 1.0a | 33.5 ± 0.4b | |
| ECO | 42.3 ± 2.0a | 49.7 ± 14a | 46.0 ± 8.1a | 2.2 ± 0.2a | 2.3 ± 0.2a | 2.2 ± 0.1a | 34.3 ± 1.1a | 35.6 ± 0.9a | 34.9 ± 0.9a | |
| C-306 | Amb | 42.2 ± 1.0a | 43.0 ± 3.0a | 42.6 ± 1.1a | 2.1 ± 0.2a | 2.3 ± 0.1a | 2.2 ± 0.2a | 36.1 ± 0.5a | 40.2 ± 1.0a | 38.2 ± 1.1a |
| EC | 52.0 ± 12.8b | 60.0 ± 7.3b | 56.0 ± 4.1b | 2.7 ± 0.2a | 2.8 ± 0.3b | 2.7 ± 0.3a | 36.3 ± 0.6a | 39.7 ± 1.0a | 38.0 ± 1.2a | |
| EO | 35.8 ± 1.6c | 42.1 ± 5.1a | 38.9 ± 2.7a | 1.8 ± 0.3b | 1.8 ± 0.2c | 1.8 ± 0.2b | 33.3 ± 0.8a | 36.6 ± 1.1b | 35.0 ± 0.8b | |
| ECO | 47.5 ± 4.1a | 47.3 ± 2.5c | 47.4 ± 2.2a | 2.2 ± 0.1a | 2.2 ± 0.1a | 2.2 ± 0.1a | 35.2 ± 1.0a | 38.4 ± 0.7a | 36.8 ± 0.9a | |
Different lower cases show significant difference (at the level of p < 0.05) among different treatments within the same year according to Duncan's test.
Average grains of 40 spikes (10 from each replicate for each year).
Average grain weight of 4000 grains (1000 grains from each replicate).
Represents mean of two year response of yield parameter under respective treatment.
Biological and Grain yields of HD-2967 and C-306 wheat cultivars grown under elevated CO2 (EC), tropospheric ozone (EO) and their interactive condition of elevated CO2 X O3 (ECO).
| Variety | Treatments | Grain yield (ton ha−1) | Harvest percent | |||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 2016–17 | 2017–18 | Mean | 2016–17 | 2017–18 | Mean | 2016–17 | 2017–18 | Mean | ||
| HD-2967 | Amb | 13.5 ± 0.9a | 14.8 ± 1.3a | 14.1 ± 1.4a | 4.4 ± 0.4a | 4.3 ± 0.6a | 4.3 ± 0.4a | 32.5 ± 3.7a | 29.1 ± 7.1a | 30.8 ± 4.0a |
| EC | 14.7 ± 0.5b | 15.3 ± 0.8b | 15.0 ± 1.2b | 5.0 ± 0.2b | 5.2 ± 0.3b | 5.1 ± 0.5b | 34.0 ± 1.7a | 33.9 ± 4.4b | 33.9 ± 1.7a | |
| EO | 11.0 ± 1.0c | 12.0 ± 1.2c | 11.5 ± 1.5c | 3.9 ± 0.2c | 3.7 ± 0.3c | 3.8 ± 0.3c | 35.4 ± 1.0a | 30.8 ± 2.3a | 33.1 ± 1.6a | |
| ECO | 14.9 ± 1.3a | 14.1 ± 1.0a | 14.5 ± 1.3a | 4.2 ± 0.3a | 4.6 ± 0.1a | 4.4 ± 0.3a | 28.2 ± 3.5b | 32.6 ± 4.0a | 30.4 ± 1.2a | |
| C-306 | Amb | 13.3 ± 2.2a | 14.4 ± 1.0a | 13.8 ± 1.5a | 4.5 ± 0.3a | 4.9 ± 0.3a | 4.7 ± 0.4a | 33.8 ± 5.1a | 34.0 ± 2.0a | 33.9 ± 3.9a |
| EC | 15.2 ± 1.0b | 14.9 ± 1.3b | 15.0 ± 1.4b | 5.4 ± 0.3b | 5.3 ± 0.6b | 5.3 ± 0.3b | 35.5 ± 2.0a | 35.5 ± 5.2a | 35.5 ± 4.0a | |
| EO | 11.5 ± 0.7c | 13.3 ± 2.5c | 12.4 ± 1.6c | 4.4 ± 0.3a | 4.2 ± 0.2c | 4.3 ± 0.2c | 38.2 ± 1.6b | 31.5 ± 7.7b | 34.8 ± 5.3a | |
| ECO | 13.9 ± 1.1a | 15.1 ± 1.3a | 14.5 ± 1.5a | 4.6 ± 0.3a | 5.1 ± 0.3a | 4.8 ± 0.3a | 33.0 ± 1.0a | 33.7 ± 1.4a | 33.3 ± 1.0a | |
Different lower cases show significant difference (at p < 0.05 level) among different treatments within the same year according to Duncan's test.
Biological yield (total accumulated dry matter of the plant) of 240 plants (60 plants from each replicate in each year).
Grain yield of 240 plants.
Harvest percent (ratio of grain yield to biological yield times) of 240 plants.
indicate average of two years.
Effects of elevated CO2 (EC), tropospheric O3 (EO) and interactive condition of elevated CO2X O3 (ECO) on nitrogen, crude protein, starch and C: N ratio in the grains of two wheat cultivars∗.
| Wheat variety | Nitrogen content (%) | Crude protein content (%) | Starch content (%) | C: N Ratio | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Treatments | 2016–17 | 2017–18 | Mean | 2016–17 | 2017–18 | Mean | 2016–17 | 2017–18 | Mean | 2016–17 | 2017–18 | Mean | |
| HD-2967 | Amb | 2.00 | 1.97 | 1.99 | 11.9 | 11.7 | 11.8 | 76 | 74 | 75 | 22.3 | 27.3 | 24.8 |
| EC | 1.77 | 1.81 | 1.79 | 10.5 | 10.7 | 10.7 | 86.7 | 84.3 | 85.5 | 30.8 | 26.4 | 28.6 | |
| EO | 2.20 | 2.3 | 2.25 | 13.0 | 13.8 | 13.4 | 67 | 65.3 | 66.2 | 16.7 | 20.1 | 18.4 | |
| ECO | 1.98 | 2.00 | 1.99 | 11.8 | 11.9 | 11.9 | 77 | 76 | 76.5 | 29.2 | 22.8 | 26 | |
| C-306 | Amb | 2.00 | 1.95 | 1.98 | 11.9 | 11.6 | 11.7 | 72 | 75 | 73.5 | 23.1 | 28.3 | 25.7 |
| EC | 1.80 | 1.83 | 1.82 | 10.7 | 10.8 | 10.8 | 82 | 84 | 83 | 27.6 | 31.8 | 29.7 | |
| EO | 2.33 | 2.22 | 2.26 | 13.9 | 13.2 | 13.5 | 68 | 66 | 67 | 21.6 | 18.4 | 20 | |
| ECO | 2.09 | 2.00 | 2.05 | 12.4 | 11.9 | 12.2 | 74 | 76.3 | 75.2 | 27.4 | 24.4 | 25.9 | |
Determination was done on 32 samples (8 samples from each replicate for each treatment during each year).
Effects of elevated CO2 (EC), tropospheric O3 (EO) and their interactive condition of elevated CO2X O3 (ECO) on Fe, Cu Zn and Mn contents in ppm units in the grains of two wheat cultivars∗.
| Iron (Fe) | Copper (Cu) | Zinc (Zn) | Manganese (Mn) | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Treatments | 2016–17 | 2017–18 | Mean | 2016–17 | 2017–18 | Mean | 2016–17 | 2017–18 | Mean | 2016–17 | 2017–18 | Mean | |
| HD-2967 | Amb | 68 | 75.2 | 71.6 | 6.1 | 6.4 | 6.2 | 48 | 56 | 52 | 43.1 | 39.5 | 41.3 |
| EC | 63.1 | 65.5 | 64.3 | 5.2 | 6.0 | 5.6 | 50 | 40 | 45 | 34.2 | 41.4 | 37.8 | |
| EO | 86.2 | 88.4 | 87.3 | 6.3 | 6.4 | 6.3 | 54.6 | 60 | 57.3 | 52.1 | 46.3 | 49.2 | |
| ECO | 75 | 71 | 73 | 5.5 | 6.7 | 6.1 | 48.7 | 58.7 | 53.7 | 40.0 | 45 | 42.5 | |
| C-306 | Amb | 71.8 | 66.8 | 69.3 | 5.4 | 5.8 | 5.6 | 53.2 | 46.8 | 50 | 35.8 | 44.8 | 40.3 |
| EC | 64.4 | 67.6 | 66 | 5.3 | 4.9 | 5.2 | 38.9 | 46.1 | 42.5 | 39.4 | 33.8 | 36.6 | |
| EO | 78.3 | 80.1 | 79.2 | 6.3 | 6.6 | 6.4 | 55.6 | 61 | 58.3 | 48.1 | 56.3 | 52.2 | |
| ECO | 73 | 72.2 | 72.6 | 5.6 | 5.0 | 5.3 | 55.1 | 49.1 | 52.1 | 37.2 | 44.8 | 41 | |
Determination was done on 32 samples (8 from each replicate for each treatment during each year).
Effects of elevated CO2 (EC), tropospheric O3 (EO) and their interactive condition of elevated CO2X O3 (ECO) on calcium (Ca), magnesium (Mg), potassium (K) and phosphorus (P) contents in the grains of two wheat cultivars∗.
| Calcium (Ca) (ppm) | Magnesium (Mg) (ppm) | Potassium (K) (%) | Phosphorus (P) (%) | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Treatments | 2016–17 | 2017–18 | Mean | 2016–17 | 2017–18 | Mean | 2016–17 | 2017–18 | Mean | 2016–17 | 2017–18 | Mean | |
| HD-2967 | Amb | 26.1 | 33.5 | 29.8 | 88.1 | 98.7 | 93.4 | 0.3 | 0.34 | 0.32 | 0.28 | 0.33 | 0.3 |
| EC | 23.2 | 28.2 | 25.7 | 91 | 79.2 | 85.1 | 0.31 | 0.26 | 0.28 | 0.29 | 0.25 | 0.27 | |
| EO | 31.2 | 38 | 34.6 | 100 | 118 | 109 | 0.33 | 0.43 | 0.38 | 0.31 | 0.37 | 0.34 | |
| ECO | 31.3 | 26.7 | 29 | 93.4 | 104.2 | 98.9 | 0.35 | 0.31 | 0.33 | 0.29 | 0.31 | 0.30 | |
| C-306 | Amb | 34.4 | 28.2 | 31.3 | 97.6 | 89.2 | 93.4 | 0.29 | 0.33 | 0.31 | 0.3 | 0.34 | 0.32 |
| EC | 22 | 26.4 | 24.2 | 82 | 94 | 88 | 0.31 | 0.27 | 0.29 | 0.31 | 0.3 | 0.30 | |
| EO | 38.3 | 32.5 | 35.4 | 101.3 | 112.7 | 107 | 0.39 | 0.35 | 0.37 | 0.35 | 0.32 | 0.33 | |
| ECO | 26.1 | 30.3 | 28.2 | 106.5 | 86.7 | 96.6 | 0.28 | 0.34 | 0.31 | 0.34 | 0.3 | 0.32 | |
Determination was done on 32 samples (8 from each replicate for each treatment during each year).
Fig. 2Average of two crop growing years (2016–17 and 2017–18) data on (A) leaf area index (LAI) and (B) photosynthetic rate (Pn) during vegetative and flowering stages of the growth of HD 2967 and C-306 wheat cultivars under elevated CO2 (EC), elevated O3 (EO) and the combined interactive treatment of EC X EO (ECO). Error bars show standard deviations. Different lower cases show significant difference (at p < 0.05 level) among different treatments within the same year according to Duncan's test.
Fig. 3Average data of two cropping years (2016–17 and 2017–18) on (A) protein and starch contents and (B) C: N ratios in the grains of two wheat cultivars under different treatments.
Fig. 4Average values of two year (2016–17 and 2017–18) data on (A) iron and copper (B) zinc and manganese (C) calcium and magnesium (D) potassium and phosphorus contents in the grains of two wheat cultivars under elevated CO2 (EC), elevated O3 (EO) and the combined interactive treatment of EC X EO (ECO). Error bars show standard deviations. Different lower cases show significant difference (at p < 0.05 level) among different treatments within the same year according to Duncan's test.