| Literature DB >> 31247049 |
Francesco De Mastro1, Claudio Cocozza1, Andreina Traversa1, Davide Savy2, Hamada M Abdelrahman3, Gennaro Brunetti1.
Abstract
The changes in soil organic matter composition induced by anthropogenic factors is a topic of great interest for the soil scientists. The objective of this work was to identify possible structural changes in humic molecules caused by a 2-year rotation of durum wheat with faba bean, lasted for a decade, and conducted with different agricultural practices in a Mediterranean soil. Humic acids (HA) were extracted at three depths (0-30, 30-60 and 60-90 cm) from a Mediterranean soil subjected to different tillage (no tillage, minimum tillage and conventional tillage), crops (faba bean and wheat), and fertilization. The changes in HA quality were assessed by several chemical (ash, yield and elemental analysis) and spectroscopic techniques (solid-state 13C nuclear magnetic resonance, Fourier transform infrared and fluorescence). The results suggest that the different agronomic practices strongly affected the quality of HA. Smaller but more aromatic molecules were observed with depth, while the fertilization induced the formation of simpler and less aromatic molecules due to the enhanced decomposition processes. Under no tillage, more stable humic molecules were observed due to the less soil aeration, while under conventional tillage larger and more aromatic molecules were obtained. Compared to wheat, more aromatic and more oxidized but less complex molecules were observed after faba bean crop. The inorganic fertilization accelerates the decomposition of organic substances rather than their stabilization. At the end of each crop cycle, humic matter of different quality was isolated and this confirms the importance of the rotation practice to guarantee a diversification of the soil organic matter with time. Finally, no tillage induces the formation of more stable humic matter.Entities:
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Year: 2019 PMID: 31247049 PMCID: PMC6597113 DOI: 10.1371/journal.pone.0219099
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Analysis of variance and mean values of the chemical parameters of HA, subdivided by depth, tillage, fertilization and year.
| Ash | N | C | H | S | O | C/N | H/C | O/C | O/H | HA yield | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| % | g kg-1 | g kg-1 | |||||||||
| Depth | n.s. | n.s. | n.s. | n.s. | n.s. | n.s. | n.s. | n.s. | n.s. | n.s. | |
| Tillage | n.s. | n.s. | n.s. | n.s. | n.s. | n.s. | |||||
| Fertilization | n.s. | n.s. | n.s. | n.s. | n.s. | n.s. | n.s. | n.s. | n.s. | ||
| Crop (year) | n.s. | n.s. | n.s. | n.s. | n.s. | n.s. | n.s. | n.s. | n.s. | n.s. | |
| 0–30 | 5.6 a (0.34) | 47.4 a (0.83) | 568.2 a (2.37) | 50.1 a (0.42) | 19.6 a (3.87) | 314.6 a (4.74) | 14.0 a (0.30) | 1.06 a (0.01) | 0.42 a (0.01) | 0.39 a (0.01) | 2.30 c (0.12) |
| 30–60 | 6.2 a (0.40) | 46.5 a (1.53) | 577.5 a (3.98) | 51.6 a (1.09) | 12.1 a (2.28) | 312.1 a (5.50) | 14.6 a (0.50) | 1.07 a (0.02) | 0.41 a (0.01) | 0.38 a (0.01) | 1.36 b (0.17) |
| 60–90 | 6.2 a (0.35) | 47.7 a (1.27) | 574.4 a (6.61) | 52.5 a (0.78) | 23.4 a (6.27) | 301.9 a (6.43) | 14.2 a (0.52) | 1.10 a (0.02) | 0.40 a (0.01) | 0.36 a (0.01) | 0.30 a (0.07) |
| NT | 6.1 a (0.42) | 49.8 b (1.08) | 576.0 a (4.85) | 53.1 b (1.07) | 21.2 a (6.57) | 299.7 a (7.25) | 13.6 a (0.32) | 1.11 a (0.02) | 0.39 a (0.01) | 0.35 a (0.01) | 1.24 a (0.30) |
| MT | 5.6 a (0.36) | 46.8 ab (0.98) | 565.1 a (3.21) | 50.2 a (0.63) | 21.2 a (2.90) | 316.6 a (2.85) | 14.1 ab (0.38) | 1.07 a (0.02) | 0.42 a (0.01) | 0.39 b (0.01) | 1.19 a (0.27) |
| CT | 6.2 a (0.31) | 45.0 a (1.23) | 579.0 a (5.07) | 50.9 ab (0.54) | 12.7 a (3.10) | 312.3 a (5.25) | 15.1 b (0.51) | 1.06 a (0.01) | 0.41 a (0.01) | 0.38 ab (0.01) | 1.52 b (0.25) |
| No | 6.2 a (0.30) | 45.7 a (1.21) | 576.6 a (3.71) | 51.0 a (0.76) | 15.3 a (2.34) | 311.2 a (3.96) | 14.9 b (0.45) | 1.06 a (0.02) | 0.41 a (0.01) | 0.38 a (0.01) | 1.31 a (0.20) |
| Yes | 5.8 a (0.30) | 48.7 b (0.55) | 570.1 a (3.85) | 51.8 a (0.60) | 21.4 a (4.66) | 307.9 a (5.30) | 13.7 a (0.15) | 1.09 a (0.01) | 0.41 a (0.01) | 0.37 a (0.01) | 1.33 a (0.24) |
| Faba bean (2015) | 5.9 a (0.29) | 48.0 a (1.08) | 574.2 a (4.39) | 51.5 a (0.85) | 14.2 a (4.41) | 312.1 a (6.02) | 14.1 a (0.38) | 1.08 a (0.01) | 0.41 a (0.01) | 0.38 a (0.01) | 1.44 a (0.23) |
| Wheat (2016) | 6.1 a (0.31) | 46.4 a (0.89) | 572.5 a (3.24) | 51.3 a (0.49) | 22.6 a (2.58) | 307.1 a (2.67) | 14.5 a (0.34) | 1.08 a (0.01) | 0.40 a (0.01) | 0.37 a (0.005) | 1.20 a (0.21) |
The values in each column followed by a different letter are significantly different according to Tukey’s test.
* Significant at the P ≤ 0.05
** Significant at the P ≤ 0.01;
*** Significant at the P ≤ 0.001;
n.s.: not significant. The standard errors are reported in parentheses.
Analysis of variance and mean values of the spectroscopic parameters of HA subdivided by depth, tillage, fertilization, and crop.
| E4/E6 | (2920+2850)/1720 | (2920+2850)/1620 | Fluorophore A | Fluorophore B | HIX | |
|---|---|---|---|---|---|---|
| Depth | n.s. | |||||
| Tillage | n.s. | |||||
| Fertilization | n.s. | n.s. | n.s. | n.s. | ||
| Crop (Year) | n.s. | |||||
| Depth | ||||||
| 0–30 | 6.12 a (0.08) | 1.86 a (0.09) | 1.64 b (0.10) | 113.0 a (4.16) | 108.1 a (5.98) | 96.3 a (22.47) |
| 30–60 | 6.19 a (0.12) | 1.81 a (0.08) | 1.63 b (0.09) | 123.3 a (6.35) | 117.3 a (6.79) | 141.7 b (31.47) |
| 60–90 | 6.50 b (0.18) | 1.77 a (0.09) | 1.57 a (0.09) | 165.7 b (5.82) | 158.0 b (4.04) | 122.3 ab (19.35) |
| Tillage | ||||||
| NT | 6.39 b (0.11) | 1.76 a (0.08) | 1.56 a (0.10) | 135.3 ab (8.66) | 127.3 a (8.33) | 128.1 b (24.39) |
| MT | 6.44 b (0.16) | 1.83 a (0.09) | 1.62 b (0.09) | 142.8 b (10.02) | 133.7 b (9.50) | 116.9 a (24.08) |
| CT | 5.98 a (0.09) | 1.85 a (0.10) | 1.66 b (0.09) | 123.8 a (6.45) | 122.3 a (7.82) | 115.2 a (27.94) |
| Fertilization | ||||||
| No | 6.14 a (0.14) | 1.81 a (0.07) | 1.60 a (0.08) | 134.1 a (7.25) | 129.3 a (6.77) | 138.0 b (26.51) |
| Yes | 6.40 b (0.07) | 1.82 a (0.07) | 1.62 a (0.08) | 133.9 a (6.94) | 126.3 a (7.18) | 102.2 a (10.28) |
| Crop (Year) | ||||||
| Faba bean (2015) | 6.26 a (0.09) | 1.53 a (0.02) | 1.31 a (0.01) | 120.9 a (6.08) | 114.2 a (6.60) | 71.4 a (7.81) |
| Wheat (2016) | 6.28 a (0.13) | 2.10 b (0.03) | 1.91 b (0.03) | 147.1 b (6.58) | 141.4 b (5.69) | 168.8 b (22.49) |
The values in each column followed by a different letter are significantly different according to Tukey’s test. n.s.: not significant;
* Significant at the P ≤ 0.05;
** Significant at the P ≤ 0.01;
*** Significant at the P ≤ 0.001. The standard errors are reported in parentheses.
Fig 1FT-IR spectra of HA samples isolated from faba bean soils, year 2015.
a: MT unfertilized; b: MT fertilized; c: CT unfertilized; d: CT fertilized; e: NT unfertilized; f: NT fertilized. Sampling depth: Blu spectra, 0–30 cm; Red spectra, 30–60 cm; Green spectra, 60–90 cm. X-axis: wavenumbers (cm-1); Y-axis: transmittance (%).
Fig 2FT-IR spectra of HA samples isolated from wheat soils, year 2016.
a: MT unfertilized; b: MT fertilized; c: CT unfertilized; d: CT fertilized; e: NT unfertilized; f: NT fertilized. Sampling depth: Blu spectra, 0–30 cm; Red spectra, 30–60 cm; Green spectra, 60–90 cm. X-axis: wavenumbers (cm-1); Y-axis: transmittance (%).
Fig 3Excitation/Emission matrices of HA samples isolated from faba bean soils, year 2015.
Fig 4Excitation/Emission matrices of HA samples isolated from wheat soils, year 2016.
Fig 513C CP MAS NMR spectra of humic acids isolated from various soil samples.
A. NT 2015 0–30 cm; B. NT 2015 30–60 cm; C. NT 2015 60–90 cm; D. CT fertilized 2015 0–30 cm; E. CT 2015 0–30 cm; F. MT 2015 30–60 cm; G. MT 2016 30–60 cm; H. CT 2016 30–60 cm; I. NT 2016 30–60 cm.
Relative carbon distribution (%) for different chemical shift regions (ppm) in 13C-CPMAS-NMR spectra (Fig 5) of HA extracted from soils managed with different tillage systems: No Tillage (NT), Conventional Tillage (CT) and Minimum Tillage (MT).
The HA samples have been extracted at different depths: 0–30, 30–60 or 60–90 cm.
| Attribution | Chemical shift range (ppm) | NT 0–30 cm | NT 30–60 cm | NT 60–90 cm | CTF 0–30 cm | CT 0–30 cm | MT 30–60 cm | MT 30–60 cm 2016 | CT 30–60 cm 2016 | NT 30–60 cm 2016 |
|---|---|---|---|---|---|---|---|---|---|---|
| 45–0 | 24.0 a (0.17) | 28.3 b (0.52) | 27.8 b (0.58) | 29.0 b (0.38) | 27.1 a (0.24) | 26.8 b (0.14) | 23.9 a, A (0.07) | 23.1 A (0.32) | 26.7 B (0.24) | |
| 64–45 | 13.0 b (0.51) | 12.7 ab (0.44) | 11.7 a (0.31) | 13.7 a (0.32) | 13.3 a (0.29) | 12.6 a (0.32) | 11.1 a, A (0.09) | 11.3 A (0.03) | 12.3 B (0.22) | |
| 105–64 | 18.8 b (0.32) | 17.1 ab (0.23) | 16.3 a (0.21) | 17.5 a (0.20) | 18.4 a (0.22) | 17.6 b (0.09) | 16.3 a, A (0.19) | 17.5 A (0.12) | 18.1 A (0.10) | |
| 145–105 | 24.0 a (0.40) | 23.5 a (0.40) | 27.2 b (0.47) | 22.3 a (0.31) | 23.9 b (0.23) | 24.1 a (0.09) | 30.4 b, B (0.15) | 30.5 B (0.23) | 25.9 A (0.19) | |
| 160–145 | 5.4 a (0.10) | 5.0 a (0.21) | 4.9 a (0.21) | 5.1 a (0.23) | 5.0 a (0.20) | 4.9 a (0.12) | 4.9 a, A (0.23) | 5.8 B (0.24) | 4.7 A (0.17) | |
| 210–160 | 14.7 b (0.32) | 13.4 ab (0.25) | 12.0 a (0.40) | 12.4 a (0.29) | 12.3 a (0.25) | 14.0 a (0.35) | 13.5 a, B (0.37) | 11.9 A (0.03) | 12.3 A (0.12) | |
| 1.3 a (0.02) | 1.7 b (0.01) | 1.7 b (0.05) | 1.7 b (0.03) | 1.5 a (0.03) | 1.5 a (0.002) | 1.5 a, A (0.02) | 1.3 A (0.02) | 1.5 A (0.01) |
All the measurements refer to HA isolated from non-fertilized soils, except for CTF (CT fertilized).
Different letters in a row indicate significant differences according to the Tukey’s range post hoc test (p < 0.05). A One-Way ANOVA was carried out to compare the means of HA from NT soils (2015) at increasing depth, and another one for comparing HA from different tillage systems (MT, CT and NT 2016, uppercase letters). The HA from CTF and CT, as well as those from MT soils after faba bean (2015) and wheat cultivation (2016), were compared by using the t-test (p < 0.05). The standard errors are reported in parentheses.