| Literature DB >> 35177661 |
HaiYan Zhang1, ChengRan Zhang1, Peng Sun1, XuWen Jiang1, GuangHai Xu1, JinZhong Yang2.
Abstract
Low planting density and irrational nitrogen (N) fertilization are two common practices in conventional cropping of smallholder maize production in Huanghuaihai region of China. A 2-year field experiment was carried out to study the effects of N application and planting density on maize phenology, dry matter accumulation, profit, yield, N uptake and efficiency indices. The experiments included three N application levels (120 kg ha-1, N1; 180 kg ha-1, N2; 240 kg ha-1, N3) and three planting densities (60,000 plants ha-1, D1; 75,000 plants ha-1, D2; 90,000 plants ha-1, D3). Increasing N input and planting density delayed the physiological maturity and enhanced dry matter accumulation. Comparing with the traditional N3 level, grain yield and profit were kept stable at N2 level and decreased at N1 level, partial factor productivity of applied N (PFPN) and nitrogen efficiency ratio (NER) were increased with the decreasing of N level. Comparing with the traditional D1 density, grain yield, profit and PFPN were increased at D2 density and then kept stable at D3 density, NER was kept stable at D2 density and then decreased at D3 density. Based on the predicted maximum profit, the optimal combinations of N application and planting density were 199 kg ha-1 and 81,081 plants ha-1 in 2017, and 205 kg ha-1 and 84,782 plants ha-1 in 2018. The two optimal combinations had an increase of 17.6% for grain yield, 39.8% for PEPN, 3.6% for NRE than the traditional N3D1 treatment. Therefore, an appropriate combination of increased planting density with reduced N application could enhance profit and nitrogen use of summer maize in Huanghuaihai region of China.Entities:
Year: 2022 PMID: 35177661 PMCID: PMC8854632 DOI: 10.1038/s41598-022-06059-0
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Phenology in 2017 and 2018.
| N rate | Planting density | Tasselling (days) | Silking (days) | Physiological maturity (days) | |||
|---|---|---|---|---|---|---|---|
| 2017 | 2018 | 2017 | 2018 | 2017 | 2018 | ||
| N1 | D1 | 47.0b | 48.0cd | 49.0c | 50.0de | 100.7d | 101.3d |
| D2 | 47.0b | 49.0b | 49.0c | 51.3bc | 101.3bcd | 102.7bc | |
| D3 | 48.7a | 49.7a | 51.0a | 52.7a | 101.0cd | 102.7bcd | |
| N2 | D1 | 47.0b | 47.7d | 49.0c | 49.7ef | 101.7abcd | 101.3d |
| D2 | 47.3b | 48.3c | 49.7bc | 50.3de | 101.7abcd | 102.3cd | |
| D3 | 47.7b | 49.0b | 50.3ab | 51.7b | 102.7a | 104.0ab | |
| N3 | D1 | 47.0b | 47.0e | 49.0c | 49.0f | 101.7abcd | 102.0cd |
| D2 | 47.3b | 48.0cd | 49.7bc | 50.7cd | 102.0abc | 103.3bc | |
| D3 | 47.3b | 48.3c | 50.0b | 51.3bc | 102.3ab | 105.0a | |
| Significance | N rate (N) | ns | ** | ns | *** | ns | * |
| Density (D) | * | *** | *** | *** | ns | *** | |
The three N rates are 120 (N1), 180 (N2), and 240 (N3) kg ha−1. The three planting density levels are 60,000 (D1), 75,000 (D2), and 90,000 (D3) plants ha−1.
ns no significant difference.
Means within a column followed by the different letter are not significantly different at P < 0.05 as determined by the LSD test.
*, **, and *** indicate significant difference at 0.05, 0.01 and 0.001 level, respectively.
Figure 1Dry matter accumulation of 12 leaf stage, silking stage and maturity stage in 2017 (left) and 2018 (right). The three N rates are 120 (N1), 180 (N2), and 240 (N3) kg ha−1. The three planting density levels are 60,000 (D1), 75,000 (D2), and 90,000 plants ha−1 (D3). Symbols represent means ± standard error. Vertical bars indicate standard error. Different letters within the same stage are significantly different at the 0.05 probability level.
Maize ear number, grains per ear, 1000-grain weight, grain yield and profit in 2017 and 2018.
| N rate | Planting density | Ear number (1000 ears ha−1) | Grain number per ear | Grain weight (moisture 14%, g) | Grain yield (moisture 14%, t ha−1) | Profit ($ ha−1) | |||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017 | 2018 | 2017 | 2018 | 2017 | 2018 | 2017 | 2018 | 2017 | 2018 | ||
| N1 | D1 | 59.9e | 54.5e | 546bc | 516a | 327.4b | 322.0a | 9.87d | 9.08d | 2488e | 2274c |
| D2 | 73.5cd | 66.3c | 507d | 509b | 314.6c | 314.7b | 11.20b | 10.40b | 2823cd | 2607b | |
| D3 | 78.7abc | 77.7a | 479e | 490d | 307.5c | 294.2d | 11.23b | 10.96a | 2809d | 2734a | |
| N2 | D1 | 58.9e | 56.3de | 550b | 516a | 338.5a | 324.3a | 10.30c | 9.40cd | 2564e | 2321c |
| D2 | 76.1bcd | 65.6c | 510d | 517a | 323.8b | 323.0a | 11.99a | 10.91a | 2997a | 2705a | |
| D3 | 80.2ab | 79.5a | 495de | 487d | 313.8c | 305.2c | 11.78a | 11.15a | 2916ab | 2748a | |
| N3 | D1 | 56.5e | 56.8d | 573a | 518a | 337.1a | 327.2a | 10.35c | 9.56c | 2537e | 2326c |
| D2 | 71.7d | 68.4b | 530c | 509b | 327.3b | 323.8a | 11.93a | 11.17a | 2939ab | 2735a | |
| D3 | 82.1a | 79.1a | 487e | 498c | 308.6c | 305.3c | 11.87a | 11.23a | 2901bc | 2729a | |
| Significance | N rate (N) | ns | ns | ns | ns | * | * | ** | * | * | ns |
| Density (D) | *** | *** | *** | *** | *** | *** | *** | *** | *** | *** | |
ns no significant difference.
Means within a column followed by the different letters are significantly different at P < 0.05. N is N rate, and D is planting density. The three N rates are 120 (N1), 180 (N2), and 240 (N3) kg ha−1. The three planting density levels are 60,000 (D1), 75,000 (D2), and 90,000 plants ha−1 (D3).
*Significance at the P < 0.05 level.
**Significance at the P < 0.01 level.
***Significance at the P < 0.001 level.
Figure 2Quadratic polynomial trend surface fitting of profit, N application rate, and planting density. x was set as N application rate, y was set as planting density, and z was set as profit to show the effects of N application rate and planting density on the profits of 2017 (up) and 2018 (middle) and 2 years’ mean (down).
The quadratic polynomial trend surface equations, and yield, PFPN and NER.
| Year | Equation | GY | PFPN | NER | |||||
|---|---|---|---|---|---|---|---|---|---|
| 2017 | z = − 3978 + 7.421x + 0.154y + 1.205E−05xy − 0.0211x2 − 9.659E−07y2 | 0.992 | ** | 199 | 81,081 | 3012 | 12.13 | 60.90 | 41.12 |
| 2018 | z = − 2897 + 4.029x + 0.124y − 1.593E−05xy − 0.0065x2 − 7.121E−07y2 | 0.989 | ** | 205 | 84,782 | 2774 | 11.32 | 54.66 | 38.56 |
| Mean | z = − 3438 + 5.725x + 0.139y − 1.942E−06xy − 0.0138x2 − 8.390E−07y2 | 0.992 | ** | 201 | 82,680 | 2890 | 11.71 | 57.97 | 39.92 |
R2 the coefficient of determination, x represents the N application rate (kg ha−1), y represents the planting density (plant ha−1), z represents the profit, GY represents the grain yield (t ha−1), PFP represents partial factor productivity of applied N (kg kg−1), NER represents nitrogen efficiency ratio (%).
**Represents significance at the 0.01 probability level.
The total N uptake, partial factor productivity of applied N (PFPN), and nitrogen efficiency ratio (NER) in 2017 and 2018.
| N rate | Planting density | Total N uptake (kg ha−1) | PFPN (kg kg−1) | NER (%) | |||
|---|---|---|---|---|---|---|---|
| 2017 | 2018 | 2017 | 2017 | 2018 | 2018 | ||
| N1 | D1 | 224.6f | 204.4g | 82.3b | 75.7c | 44.0a | 44.4a |
| D2 | 258.0d | 241.0e | 93.3a | 86.7b | 43.4a | 43.2ab | |
| D3 | 267.5d | 262.7c | 93.6a | 91.3a | 42.0ab | 41.7bc | |
| N2 | D1 | 241.7e | 224.1f | 57.2d | 52.2e | 42.6a | 41.9bc |
| D2 | 281.7c | 267.7c | 66.6c | 60.6d | 42.6a | 40.8c | |
| D3 | 295.1b | 291.5b | 65.4c | 62.0d | 39.9bcd | 38.3d | |
| N3 | D1 | 262.2d | 254.2d | 43.1f | 39.8g | 39.5cd | 37.6de |
| D2 | 298.2b | 290.3b | 49.7e | 46.5f | 40.0bc | 38.5d | |
| D3 | 315.9a | 310.2a | 49.5e | 46.8f | 37.6d | 36.2e | |
| Significance | N rate (N) | *** | *** | *** | *** | ** | *** |
| Density (D) | *** | *** | *** | *** | ** | *** | |
ns no significant difference.
Means within a column followed by the different letters are significantly different at P < 0.05. N is N rate, and D is planting density. The three N rates are 120 (N1), 180 (N2), and 240 (N3) kg ha−1. The three planting density levels are 60,000 (D1), 75,000 (D2), and 90,000 plants ha−1 (D3).
**Significance at the P < 0.01 level.
***Significance at the P < 0.001 level.
Figure 3Precipitation (cm), maximum temperature, minimum temperature, mean temperature (℃) recorded during the growing seasons (from June 1st to October 30th) in 2017 and 2018.