Phosphate Fertilization and Mycorrhizal Inoculation Increase Corn Leaf and Grain Nutrient Contents
Abstract
:1. Introduction
2. Materials and Methods
2.1. Experimental Site
2.2. Biological Material
2.3. Experimental Design and Treatments
2.4. Experiment Set-Up and Management
2.5. Evaluations
2.6. Statistical Analysis
3. Results
3.1. Macronutrient Contents in Plants
3.2. Micronutrient Contents in Plants
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Treatments | N | P | K | Ca | Mg | S | ||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
g kg−1 | ||||||||||||
Phosphorus (P) | 2019 | 2020 | 2019 | 2020 | 2019 | 2020 | 2019 | 2020 | 2019 | 2020 | 2019 | 2020 |
0.0 | 34.39 | 34.14 | 3.79 | 3.03 | 17.33 | 16.77 | 3.90 | 1.98 | 3.64 | 2.25 | 3.08 | 2.30 |
25.0 | 34.31 | 35.15 | 4.18 | 3.21 | 18.30 | 16.55 | 3.45 | 2.11 | 3.23 | 2.31 | 3.26 | 2.42 |
50.0 | 34.07 | 34.14 | 3.88 | 3.30 | 20.34 | 17.22 | 3.27 | 2.22 | 3.28 | 2.66 | 2.85 | 2.40 |
75.0 | 34.32 | 34.37 | 3.54 | 3.16 | 21.81 | 16.47 | 3.43 | 2.17 | 3.36 | 2.64 | 3.02 | 2.35 |
100.0 | 33.79 | 34.32 | 3.72 | 3.31 | 19.89 | 16.50 | 3.88 | 2.18 | 3.67 | 2.63 | 3.04 | 2.48 |
R. intraradices (M) | ||||||||||||
0 | 34.41 | 34.34 | 3.74 | 3.19 | 20.39 | 16.39 | 3.70 | 2.10 | 3.58 | 2.53 | 2.97 | 2.38 |
60 | 33.53 | 34.08 | 3.77 | 3.17 | 19.12 | 17.04 | 3.73 | 2.17 | 3.50 | 2.47 | 3.13 | 2.41 |
120 | 35.01 | 34.73 | 4.02 | 3.15 | 18.70 | 16.68 | 3.49 | 1.99 | 3.32 | 2.39 | 3.12 | 2.37 |
180 | 33.75 | 34.54 | 3.76 | 3.30 | 19.93 | 16.70 | 3.43 | 2.25 | 3.34 | 2.61 | 2.98 | 2.42 |
F Test (p-value) | ||||||||||||
P | 0.951 | 0.695 | 0.198 | 0.206 | 0.036 * | 0.844 | 0.013 * | 0.567 | 0.152 | 0.045 * | 0.197 | 0.167 |
M | 0.095 | 0.880 | 0.510 | 0.449 | 0.417 | 0.742 | 0.301 | 0.284 | 0.060 | 0.230 | 0.417 | 0.960 |
P × M | 0.088 | 0.36 | 0.587 | 0.026 * | 0.477 | 0.372 | 0.756 | 0.858 | 0.651 | 0.904 | 0.743 | 0.400 |
General Average | 34.17 | 34.42 | 3.822 | 3.20 | 19.53 | 16.70 | 3.59 | 2.13 | 3.43 | 2.50 | 3.05 | 2.39 |
CV 1 | 6.25 | 5.63 | 15.37 | 9.12 | 14.88 | 11.06 | 11.05 | 16.96 | 13.76 | 13.73 | 12.06 | 6.83 |
CV 2 | 5.01 | 6.57 | 15.39 | 8.7 | 15.43 | 9.52 | 14.01 | 17.52 | 8.58 | 11.61 | 11.16 | 11.32 |
Variable | Leaf P | Leaf Zn | Grain Mg |
---|---|---|---|
Intercept | 2.8794 × 100 | 2.733 × 101 | 2.3226 × 100 |
P | 2.5529 × 102 | −1.496 × 100 | −3.8428 × 10−3 |
M | −2.4677 × 101 | 1.60 × 10−1 | −2.3298 × 10−3 |
PM | −4.2782 × 10−2 | 2.32 × 10−2 | −6.2296 × 10−4 |
P2 | −5.0687 × 100 | 9.77 × 10−2 | 3.4209 × 10−4 |
M2 | 1.2785 × 10−1 | −3.42 × 10−3 | −9.3915 × 10−7 |
P3 | 3.0046 × 10−6 | −1.717 × 10−3 | −2.8267 × 10−6 |
M3 | 1.0338 × 10−7 | 1.40 × 10−5 | 7.0657 × 10−8 |
P2M | 1.6135 × 10−5 | −1.791 × 10−3 | 2.5165 × 10−5 |
PM2 | 4.6327 × 10−6 | 1.94 × 10−4 | 1.0328 × 10−5 |
P3M | −1.8309 × 10−7 | 3.20 × 10−5 | −1.9235 × 10−7 |
P2M2 | −3.9954 × 10−7 | 1.00 × 10−6 | −4.2016 × 10−7 |
PM3 | −3.4518 × 10−8 | 1.00 × 10−6 | −3.49 × 10−8 |
P3M2 | 3.932 × 10−9 | - | 3.249 × 10−9 |
P2M3 | 1.928 × 10−9 | - | 1.462 × 10−9 |
P3M3 | −1.80 × 10−11 | - | −1.10 × 10−11 |
P4 | - | 9.00 × 106 | - |
R2 | 44.19% | 49.34% | 40.81% |
Treatments | N | P | K | Ca | Mg | S | ||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
g kg−1 | ||||||||||||
Phosphorus (P) | 2019 | 2020 | 2019 | 2020 | 2019 | 2020 | 2019 | 2020 | 2019 | 2020 | 2019 | 2020 |
0.0 | 17.23 | 16.62 | 3.53 | 4.03 | 4.32 | 4.68 | 0.015 | 0.428 | 1.51 | 4.56 | 1.53 | 1.10 |
25.0 | 16.72 | 17.77 | 3.63 | 4.06 | 4.37 | 4.95 | 0.025 | 0.425 | 1.55 | 4.55 | 1.56 | 1.05 |
50.0 | 16.37 | 18.04 | 3.84 | 4.21 | 4.28 | 4.93 | 0.023 | 0.453 | 1.56 | 4,66 | 1.51 | 1.07 |
75.0 | 16.43 | 17.31 | 3.63 | 4.01 | 4.18 | 4.79 | 0.026 | 0.413 | 1.49 | 4.63 | 1.46 | 1.17 |
100.0 | 16.58 | 16.99 | 3.81 | 3.64 | 4.32 | 5.02 | 0.017 | 0.492 | 1.55 | 4.90 | 1.45 | 1.19 |
R. intraradices (M) | ||||||||||||
0 | 16.87 | 16.81 | 3.78 | 4.25 1 | 4.47 | 5.09 | 0.020 | 0.454 | 1.62 | 4.85 | 1.59 2 | 1.13 |
60 | 16.32 | 16.58 | 3.45 | 3.76 | 4.10 | 4.80 | 0.018 | 0.457 | 1.42 | 4.55 | 1.45 | 1.06 |
120 | 16.77 | 18.27 | 3.68 | 3.87 | 4.26 | 4.70 | 0.023 | 0.441 | 1.49 | 4.59 | 1.44 | 1.14 |
180 | 16.71 | 17.73 | 3.84 | 4.07 | 4.35 | 4.92 | 0.023 | 0.418 | 1.59 | 4.64 | 1.52 | 1.13 |
F Test (p-value) | ||||||||||||
P | 0.909 | 0.956 | 0.968 | 0.172 | 0.993 | 0.385 | 0.414 | 0.009 ** | 0.995 | 0.006 ** | 0.620 | 0.098 |
M | 0.655 | 0.374 | 0.651 | 0.010 * | 0.421 | 0.061 | 0.753 | 0.247 | 0.370 | <0.001 ** | 0.029 * | 0.120 |
P x M | 0.298 | 0.247 | 0.203 | 0.068 | 0.192 | 0.519 | 0.340 | 0.206 | 0.188 | <0.001 ** | 0.089 | 0.829 |
General Average | 16.67 | 17.34 | 3.69 | 3.99 | 4.29 | 4.88 | 0.02 | 0.44 | 1.53 | 4.66 | 1.50 | 1.12 |
CV1 | 14.68 | 29.14 | 34.89 | 12.54 | 23.62 | 9.07 | 76.41 | 9.01 | 28.92 | 3.61 | 13.01 | 11.64 |
CV2 | 7.58 | 17.00 | 24.55 | 10.08 | 14.38 | 7.93 | 71.87 | 12.83 | 21.54 | 3.63 | 9.91 | 9.17 |
Treatments | Cu | Fe | Mn | Zn | ||||
---|---|---|---|---|---|---|---|---|
mg kg−1 | ||||||||
Phosphorus (P) | 2019 | 2020 | 2019 | 2020 | 2019 | 2020 | 2019 | 2020 |
0.0 | 16.53 | 3.25 | 165.47 | 124.17 | 112.56 | 52.00 | 33.67 | 26.08 |
25.0 | 15.06 | 3.58 | 179.14 | 140.33 | 118.36 | 55.42 | 34.69 | 31.43 |
50.0 | 15.67 | 3.50 | 159.67 | 159.42 | 98.92 | 51.17 | 32.67 | 30.32 |
75.0 | 14.50 | 3.58 | 158.75 | 118.33 | 108.67 | 49.00 | 34.25 | 24.33 |
100.0 | 15.58 | 3.33 | 160.67 | 137.17 | 115.08 | 58.42 | 32.75 | 26.94 |
R. intraradices (M) | ||||||||
0 | 15.31 | 3.40 | 163.13 | 136.13 | 111.80 | 51.27 | 32.47 | 27.60 |
60 | 15.27 | 3.67 | 165.11 | 123.67 | 113.07 | 56.00 | 34.13 | 29.54 |
120 | 15.73 | 3.33 | 165.22 | 147.20 | 108.87 | 54.27 | 33.73 | 28.40 |
180 | 15.55 | 3.40 | 165.49 | 136.53 | 109.13 | 51.27 | 34.09 | 25.75 |
F Test (p-value) | ||||||||
P | 0.179 | 0.900 | 0.025 * | 0.570 | 0.365 | 0.726 | 0.772 | 0.115 |
M | 0.899 | 0.577 | 0.962 | 0.749 | 0.762 | 0.244 | 0.521 | 0.102 |
P x M | 0.446 | 0.740 | 0.558 | 0.579 | 0.258 | 0.367 | 0.423 | 0.012 * |
General Average | 15.47 | 3.45 | 164.74 | 135.88 | 110.72 | 53.20 | 33.60 | 27.82 |
CV 1 | 11.81 | 30.23 | 7.93 | 46.20 | 20.98 | 33.68 | 13.81 | 22.84 |
CV 2 | 12.38 | 20.27 | 8.19 | 43.01 | 11.51 | 14.09 | 10.25 | 14.74 |
Treatments | Cu | Fe | Mn | Zn | ||||
---|---|---|---|---|---|---|---|---|
mg kg−1 | ||||||||
Phosphorus (P) | 2019 | 2020 | 2019 | 2020 | 2019 | 2020 | 2019 | 2020 |
0.0 | 2.94 | 10.33 | 20.25 | 52.92 | 10.25 | 8.83 | 39.00 | 42.92 |
25.0 | 5.92 | 13.39 | 19.08 | 56.00 | 10.33 | 9.17 | 38.17 | 41.67 |
50.0 | 3.33 | 13.42 | 19.50 | 56.75 | 10.00 | 9.00 | 36.08 | 41.83 |
75.0 | 1.58 | 9.00 | 21.33 | 53.33 | 9.75 | 8.92 | 35.67 | 42.75 |
100.0 | 3.33 | 13.08 | 20.25 | 59.36 | 10.08 | 9.29 | 35.25 | 39.99 |
R. intraradices (M) | ||||||||
0 | 3.53 | 13.00 | 21.67 | 54.93 | 10.67 | 9.23 | 37.73 | 43.26 |
60 | 3.53 | 10.60 | 18.80 | 55.55 | 9.27 | 8.73 | 34.93 | 41.00 |
120 | 3.20 | 9.60 | 19.13 | 54.40 | 10.20 | 9.07 | 34.93 | 42.07 |
180 | 3.42 | 14.98 | 20.73 | 57.80 | 10.20 | 9.13 | 39.73 | 41.00 |
F Test (p-value) | ||||||||
P | 0.257 | 0.536 | 0.994 | 0.580 | 0.998 | 0.933 | 0.973 | 0.795 |
M | 0.967 | 0.339 | 0.861 | 0.337 | 0.669 | 0.614 | 0.402 | 0.145 |
P x M | 0.530 | 0.250 | 0.724 | 0.062 | 0.141 | 0.174 | 0.145 | 0.250 |
General Average | 3.42 | 12.04 | 20.08 | 55.67 | 10.08 | 9.04 | 36.83 | 41.83 |
CV 1 | 124.34 | 71.20 | 64.33 | 18.88 | 49.52 | 15.92 | 45.68 | 15.01 |
CV 2 | 60.25 | 72.13 | 52.19 | 9.61 | 31.13 | 11.83 | 24.48 | 7.17 |
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Buzo, F.d.S.; Garcia, N.F.S.; Garé, L.M.; Gato, I.M.B.; Martins, J.T.; Martins, J.O.M.; Morita, P.R.d.S.; Silva, M.S.R.d.A.; Sales, L.Z.d.S.; Nogales, A.; et al. Phosphate Fertilization and Mycorrhizal Inoculation Increase Corn Leaf and Grain Nutrient Contents. Agronomy 2022, 12, 1597. https://doi.org/10.3390/agronomy12071597
Buzo FdS, Garcia NFS, Garé LM, Gato IMB, Martins JT, Martins JOM, Morita PRdS, Silva MSRdA, Sales LZdS, Nogales A, et al. Phosphate Fertilization and Mycorrhizal Inoculation Increase Corn Leaf and Grain Nutrient Contents. Agronomy. 2022; 12(7):1597. https://doi.org/10.3390/agronomy12071597
Chicago/Turabian StyleBuzo, Fernando de Souza, Nayara Fernanda Siviero Garcia, Lucas Martins Garé, Isabela Martins Bueno Gato, Juliana Trindade Martins, José Otávio Masson Martins, Pamela Roberta de Souza Morita, Maura Santos Reis de Andrade Silva, Letícia Zylmennith de Souza Sales, Amaia Nogales, and et al. 2022. "Phosphate Fertilization and Mycorrhizal Inoculation Increase Corn Leaf and Grain Nutrient Contents" Agronomy 12, no. 7: 1597. https://doi.org/10.3390/agronomy12071597
APA StyleBuzo, F. d. S., Garcia, N. F. S., Garé, L. M., Gato, I. M. B., Martins, J. T., Martins, J. O. M., Morita, P. R. d. S., Silva, M. S. R. d. A., Sales, L. Z. d. S., Nogales, A., Rigobelo, E. C., & Arf, O. (2022). Phosphate Fertilization and Mycorrhizal Inoculation Increase Corn Leaf and Grain Nutrient Contents. Agronomy, 12(7), 1597. https://doi.org/10.3390/agronomy12071597