| Literature DB >> 35349058 |
Nthati Monei1,2, Michael Hitch1,3, Juliane Heim4, Olivier Pourret5, Hermann Heilmeier2, Oliver Wiche6,7.
Abstract
This study presents how phosphate (P) availability and intercropping may influence the migration of rare earth elements (REEs) in legume-grass associations. In a replacement model, Hordeum vulgare was intercropped with 11% Lupinus albus and 11% Lupinus angustifolius. They were cultivated on two substrates, A (pH = 7.8) and B (pH = 6.6), and treated with 1.5 g P m-2 or 3 g P m-2. Simultaneously, a greenhouse experiment was conducted to quantify carboxylate release. There, one group of L. albus and L. angustifolius was supplied with either 200 µmol L-1 P or 20 µmol L-1 P. L. albus released higher amounts of carboxylates at low P supply than L. angustifolius, while L. angustifolius showed the opposite response. Plants cultivated on substrate B accumulated substantially higher amounts of nutrients and REE, compared to substrate A. Higher P supply did not influence the leaf and stem P concentrations of H. vulgare. Addition of P decreased REE accumulation in barley monocultures on alkaline soil A. However, when H. vulgare was cultivated in mixed culture with L. angustifolius on alkaline substrate A with high P supply, the accumulation of REE in H. vulgare significantly increased. Conversely, on acidic substrate B, intercropping with L. albus decreased REE accumulation in H. vulgare. Our findings suggest a predominant effect of soil properties on the soil-plant transfer of REEs. However, in plant communities and within a certain soil environment, interspecific root interactions determined by species-specific strategies related to P acquisition in concert with the plant's nutrient supply impact REE fluxes between neighbouring plants.Entities:
Keywords: Intercropping; Phytoextraction; Rare earth elements; Rhizosphere; Root exudates; White lupin
Mesh:
Substances:
Year: 2022 PMID: 35349058 PMCID: PMC9395493 DOI: 10.1007/s11356-022-19775-x
Source DB: PubMed Journal: Environ Sci Pollut Res Int ISSN: 0944-1344 Impact factor: 5.190
Characteristics of the two different substrates used in the semi-field experiment and initial nutrient concentrations at the beginning of the experiment
| Sample | pH (H2O) | LOI% | CECeff (cmol kg−1) | Nmin (mg kg−1) (dw) | PCAL | K | Mg |
|---|---|---|---|---|---|---|---|
| Soil A | 7.9 ± 0.4 | 7.8 ± 1.2 | 15.6 ± 2.3 | 47 ± 17 | 23 ± 9 | 462 ± 137 | 243 ± 89 |
| Soil B | 6.8 ± 0.3 | 6.4 ± 1.3 | 14.0 ± 3.0 | 32 ± 9 | 34 ± 6 | 284 ± 66 | 170 ± 78 |
The values are means of 20 replicates for each soil (means ± SD)
LOI loss of ignition, CEC effective cation exchange capacity, N mineral N, P calcium acetate/lactate extractable phosphate
Total concentration and sequential extraction results (µg g−1 dw) for the identification of the total concentrations of trace elements in the soil substrates
| Fraction | P | Ca | Mn | Fe | LREE | HREE | LREE/HREE |
|---|---|---|---|---|---|---|---|
| Substrate A | |||||||
| Total | 1009 ± 213a | 12,292 ± 4595a | 977 ± 280 | 31,087 ± 21,848a | 109 ± 27 | 34 ± 7.7 | 3.2 ± 0.37 |
| F1 | 31 ± 16a | 4526 ± 1526a | 77 ± 25a | 3.52 ± 1.06a | 0.3 ± 0.08 | 0.1 ± 0.03 | 0.3 ± 0.03 |
| F2 | 57 ± 12 | 1078 ± 436a | 194 ± 35a | 222 ± 74.3 | 3.7 ± 0.7 | 1.4 ± 0.3 | 0.4 ± 0.02 |
| F3 | 133 ± 164 | 409 ± 214a | 112 ± 48b | 780 ± 1033b | 7.6 ± 5.0b | 2.2 ± 0.2b | 0.6 ± 0.7a |
| F4 | 1121 ± 400a | 75 ± 24 | 42 ± 35 | 6508 ± 2231b | 11 ± 4.5 | 2.5 ± 1.2 | 0.2 ± 0.04 |
| F5 | 73 ± 23a | 212 ± 80.1 | 29 ± 12 | 4756 ± 1203b | 3.3 ± 0.8 | 0.8 ± 0.2a | 0.3 ± 0.03 |
| Substrate B | |||||||
| Total | 878 ± 236b | 5775 ± 1619b | 887 ± 250 | 25,296 ± 21,848b | 106 ± 19 | 34 ± 6.6 | 3.1 ± 0.23 |
| F1 | 20 ± 13b | 2955 ± 882b | 47 ± 12b | 2.5 ± 0.8b | 0.3 ± 0.05 | 0.09 ± 0.01 | 0.3 ± 0.03 |
| F2 | 50 ± 21 | 513 ± 239b | 118 ± 30b | 181 ± 85.7 | 3.2 ± 0.7 | 1.0 ± 0.2 | 0.3 ± 0.02 |
| F3 | 169 ± 135 | 243 ± 79.2b | 198 ± 27a | 1401 ± 930a | 9.4 ± 3.2a | 2.6 ± 0.8a | 0.3 ± 0.15b |
| F4 | 1496 ± 412b | 69 ± 20 | 38 ± 18 | 8049 ± 1777a | 11 ± 4.0 | 2.3 ± 0.8 | 0.1 ± 0.01 |
| F5 | 110 ± 21b | 237 ± 84.7 | 31 ± 5.4 | 6396 ± 557a | 3.0 ± 0.6 | 0.7 ± 0.1b | 0.3 ± 0.02 |
Given are means ± SD (n = 10). Concentrations within the same element fraction between the substrates were compared by t tests with Bonferroni adjustment. Means with different letters are statistically significantly different at α = 5%
F1 exchangeable elements, F2 acid-soluble elements, F3 elements in oxidizable matter, F4 amorphous oxides, F5 crystalline oxides (Wiche et al. 2017b)
Growth parameters and root carboxylates collected from L. albus (Lal) and L. angustifolius (Lan) that were semi-hydroponically cultivated under P-deficient conditions (20 µM P: low P) or supply of 200 µM P (high P)
| Species | P supply | Growth parameter | Release per plant | Release per dry weight | |||||
|---|---|---|---|---|---|---|---|---|---|
| Root dw, g | Shoot dw, g | Citrate, µM h−1 | Malate, µM h−1 | Fumarate, µM h−1 | Citrate, µmol (g dw h−1)−1 | Malate, µmol (g dw h−1)−1 | Fumarate, µmol (g dw h−1)−1 | ||
| Lal | High P | 0.8 ± 0.2 | 2.3 ± 0.4 | 0.7 ± 0.1 | 0.6 ± 0.4 | 0.02 ± 0.01 | 0.8 ± 0.1 | 1.0 ± 0.3 | 0.08 ± 0.07 |
| Low P | 0.6 ± 0.3 | 1.5 ± 0.7 | 1.2 ± 0.1 | 0.8 ± 0.2 | < 0.01 | 3.0 ± 1.4 | 1.1 ± 0.6 | < 0.02 | |
| 0.43 | 0.08 | < 0.01 | 0.24 | 0.34 | 0.03 | 0.91 | NA | ||
| Lan | High P | 0.16 ± 0.13 | 0.76 ± 0.45 | 1.4 ± 0.5 | 0.6 ± 0.3 | < 0.01 | 9.4 ± 4.1 | 2.4 ± 0.6 | < 0.06 |
| Low P | 0.18 ± 0.08 | 0.59 ± 0.21 | 0.5 ± 0.3 | 0.08 ± 0.01 | < 0.01 | 2.9 ± 0.4 | 0.7 ± 0.3 | < 0.06 | |
| 0.88 | 0.82 | 0.06 | 0.04 | NA | 0.04 | 0.01 | NA | ||
| High P | < 0.01 | < 0.01 | 0.04 | 0.83 | NA | 0.02 | 0.01 | NA | |
| Low P | 0.22 | 0.07 | 0.04 | 0.01 | NA | 0.95 | 0.43 | NA | |
The values are means ± SD (n = 4). Significant differences among parameters within a species and between species and within a specific P treatment were identified by a t test with Bonferroni adjustment
NA not available
Yield of leaves and stems and concentrations of phosphorus (P), calcium (Ca), manganese (Mn) and iron (Fe) in the plant parts of H. vulgare depending on substrate (slightly alkaline substrate A and slightly acidic substrate B), P addition as fertilizer (NK: 1.5 g m−2 P; NPK: 3 g m−2 P) and culture form (monoculture: L0, mixed culture with 11% L. albus (Lal) and mixed culture with 11% L. angustifolius (Lan))
| Culture form | Culture | Leaves | Stems | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Yield, g m−2 dw | P, mg g−1 dw | Ca, mg g−1 dw | Mn, µg g−1 dw | Fe, µg g−1 dw | Yield, g m−2 dw | P, mg g−1 dw | Ca, mg g−1 dw | Mn, µg g−1 dw | Fe, µg g−1 dw | ||
| Substrate A | |||||||||||
| Fertilizer | |||||||||||
| NK | L0 | 85 ± 13b | 1.9 ± 0.4 | 5.6 ± 1.9 | 13 ± 3 | 117 ± 36 | 155 ± 46 | 1.4 ± 0.5(b) | 2.2 ± 0.5 | 4.5 ± 0.9 | 25 ± 9 |
| Lan | 192 ± 116a(A) | 2.3 ± 0.5 | 6.4 ± 1.3 | 16 ± 3 | 146 ± 41 | 317 ± 186 | 2.3 ± 0.6(a) | 2.2 ± 0.2 | 5.7 ± 0.7 | 28 ± 5 | |
| NPK | L0 | 65 ± 12 | 2.3 ± 0.4 | 5.2 ± 0.9(a) | 12 ± 2(a) | 111 ± 15 | 192 ± 41 | 1.3 ± 0.6 | 2.1 ± 0.4 | 5.9 ± 3.2 | 29 ± 7 |
| Lan | 65 ± 17(B) | 2.1 ± 0.4 | 6.9 ± 1.3(b) | 14 ± 2(a) | 152 ± 55B | 153 ± 26 | 1.9 ± 0.5 | 2.3 ± 0.6 | 5.7 ± 0.8 | 34 ± 6 | |
| Lal | 53 ± 12 | 2.2 ± 0.4 | 5.3 ± 0.9(a) | 24 ± 7(b) | 140 ± 32 | 157 ± 66 | 1.3 ± 0.7 | 2.1 ± 0.4 | 5.6 ± 1.2 | 41 ± 10 | |
| Substrate B | |||||||||||
| Fertilizer | |||||||||||
| NK | L0 | 92 ± 41 | 2.5 ± 0.8 | 6.8 ± 1.8(b) | 41 ± 4 | 204 ± 66 | 158 ± 41 | 2.5 ± 0.4 | 2.4 ± 0.5 | 19 ± 4 | 48 ± 8(A) |
| Lan | 95 ± 40 | 2.0 ± 0.2 | 8.6 ± 1.2(a) | 35 ± 13 | 202 ± 17 | 123 ± 23 | 2.7 ± 0.5 | 2.8 ± 0.8 | 12 ± 6 | 36 ± 7 | |
| NPK | L0 | 61 ± 17 | 2.1 ± 0.6 | 8.9 ± 4.8 | 40 ± 23(a) | 177 ± 45 | 164 ± 47 | 2.1 ± 0.6 | 2.7 ± 1.2 | 15 ± 12 | 28 ± 6(a)(B) |
| Lan | 77 ± 32 | 2.3 ± 0.4 | 9.3 ± 1.5 | 47 ± 13(a) | 196 ± 61 | 127 ± 65 | 2.3 ± 0.4 | 2.9 ± 0.4 | 17 ± 9 | 44 ± 11(b) | |
| Lal | 50 ± 14 | 2.4 ± 0.5 | 10.4 ± 3.5 | 101 ± 49b | 184 ± 23 | 135 ± 34 | 2.2 ± 0.3 | 3.6 ± 0.8 | 16 ± 6 | 31 ± 6(a) | |
Means ± SD (n = 5). Significant differences in yields and concentrations within a plant part and substrate were identified by MANOVA followed by Duncan’s post hoc test. Small letters show differences between means of monocultured and mixed cultured barley within a specific substrate and P treatment. Capital letters denote differences of concentrations in barley plants of a specific treatment between P treatments within a substrate. Capital letters in italics show differences of concentrations in barley plants between substrates at α = 0.05
Multifactor multivariate ANOVA based on leaf and stem concentrations of barley plants exploring for effects of the growth substrate, fertilizer addition (3 g m−2 P or 1.5 g m−2 P, respectively) and culture form (monocultures and mixed cultures)
| Plant tissue | Source of variation | Yield | P | Ca | Mn | Fe | LREE | HREE | L/H |
|---|---|---|---|---|---|---|---|---|---|
| Leaves | Substrate | NS | (*) | *** | *** | *** | ** | * | NS |
| Fertilizer | (*) | NS | NS | NS | NS | NS | NS | NS | |
| Culture | * | NS | (*) | ** | NS | NS | NS | NS | |
| Substrate × culture | NS | NS | NS | NS | NS | NS | NS | NS | |
| Fertilizer × culture | NS | NS | NS | NS | NS | * | * | (*) | |
| Stems | Substrate | NS | ** | * | ** | NS | NS | NS | NS |
| Fertilizer | NS | NA | NA | NS | NS | NS | NS | NS | |
| Culture | NS | NS | NS | NS | NS | (*) | NS | * | |
| Substrate × culture | NS | * | NS | NS | * | ** | * | NS | |
| Fertilizer × culture | NS | NS | NS | NS | NS | NS | NS | NS |
NS not significant
(*) p < 0.1; *p < 0.05; **p < 0.01; ***p < 0.001
Concentrations (µg g−1 dw) of light rare earth elements (LREEs) and heavy rare earth elements (HREEs) and their ratio (LREEs relative to HREEs) in the plant parts depending on substrate (slightly alkaline substrate A and slightly acidic substrate B), P addition (NK: 1.5 g m−2 P; NPK: 3 g m−2 P) and culture form (monoculture: L0, mixed culture with 11% L. albus (Lal) and mixed culture with 11% L. angustifolius (Lan))
| Culture | Leaves | Stems | |||||
|---|---|---|---|---|---|---|---|
| LREE, µg g−1 dw | HREE, µg g−1 dw | L/H, µg g−1 dw | LREE, µg g−1 dw | HREE, µg g−1 dw | L/H, µg g−1 dw | ||
| Substrate A | |||||||
| Fertilizer | |||||||
| NK | L0 | 0.44 ± 0.20A | 0.12 ± 0.09 | 4.4 ± 1.5a | 0.08 ± 0.04(A) | 0.04 ± 0.02(A) | 2.5 ± 0.7 |
| Lan | 0.41 ± 0.19 | 0.24 ± 0.21 | 2.7 ± 1.3b | 0.04 ± 0.03(B) | 0.15 ± 0.13 | 1.4 ± 0.9 | |
| NPK | L0 | 0.23 ± 0.06bB | 0.07 ± 0.02b | 3.7 ± 0.6 | 0.04 ± 0.02b(B) | 0.02 ± 0.01(b)(B) | 3.2 ± 0.2a |
| Lan | 0.49 ± 0.21a | 0.12 ± 0.05a | 3.8 ± 0.7 | 0.13 ± 0.06a(A) | 0.06 ± 0.03(a) | 2.2 ± 0.3b | |
| Lal | 0.37 ± 0.15ab | 0.10 ± 0.06ab | 4.0 ± 0.9 | 0.07 ± 0.04ab | 0.03 ± 0.02(ab) | 3.2 ± 0.7a | |
| Substrate B | |||||||
| Fertilizer | |||||||
| NK | L0 | 0.77 ± 0.28 | 0.18 ± 0.07 | 4.2 ± 0.5A | 0.09 ± 0.04 | 0.04 ± 0.03 | 3.1 ± 1.3 |
| Lan | 0.58 ± 0.30 | 0.16 ± 0.09 | 4.4 ± 0.7 | 0.04 ± 0.01 | 0.02 ± 0.01 | 3.4 ± 0.6 | |
| NPK | L0 | 0.59 ± 0.14 | 0.25 ± 0.18 | 3.0 ± 1.2B | 0.21 ± 0.19a | 0.13 ± 0.11(a) | 3.7 ± 2.6 |
| Lan | 0.68 ± 0.31 | 0.21 ± 0.08 | 4.1 ± 1.4 | 0.05 ± 0.01b | 0.012 ± 0.004(b) | 4.1 ± 1.4 | |
| Lal | 0.48 ± 0.13 | 0.15 ± 0.07 | 3.4 ± 1.0 | 0.05 ± 0.01b | 0.017 ± 0.007(b) | 3.4 ± 1.0 | |
Means ± SD (n = 5). Significant differences in yields and concentrations within a plant part and substrate were identified by MANOVA followed by Duncan’s post hoc test. Small letters show differences between means of monocultured and mixed cultured barley within a specific substrate and P treatment. Capital letters denote differences of concentrations in barley plants of a specific treatment between P treatments within a substrate. Capital letters in italics show differences of concentrations in barley plants between substrates at α = 5%
Fig. 1Total accumulation of nutrients in leaves, stems and shoots (total height of bars) of barley plants in monocultures (L0) and mixed cultures with L. angustifolius (Lan) or L. albus (Lal) on slightly alkaline substrate A and slightly acidic substrate B. On both substrates, the plants in different culture forms were treated with 3 g m−2 P (NPK) or 1.5 g m−2 P (NK). Means ± SD (n = 5). Differences among means were identified by MANOVA followed by Duncan’s post hoc test. Small letters denote differences in element contents within a specific plant part, substrate and P addition treatment. Capital letters show differences between shoot contents within the substrates and treatments at α = 5%
Fig. 2Total accumulation of nutrients in leaves, stems and shoots (total height of bars) of barley plants in monocultures (L0) and mixed cultures with L. angustifolius (Lan) or L. albus (Lal) on slightly alkaline substrate A and slightly acidic substrate B. On both substrates, the plants in different culture forms were treated with 3 g m−2 P (NPK) or 1.5 g m−2 P (NK). Means ± SD (n = 5). Differences among means were identified by MANOVA followed by Duncan’s post hoc test. Small letters denote differences in element constants within a specific plant part, substrate and P addition treatment. Capital letters show differences between shoot contents within the substrates and treatments at α = 5%
Multifactor multivariate ANOVA based on leaf and stem contents (µg m−2) of barley plants, exploring for effects of the growth substrate, fertilizer addition (3 g m−2 P or 1.5 g m−2 P, respectively) and culture form (monocultures and mixed cultures)
| Plant tissue | Source of variation | P | Ca | Mn | Fe | LREE | HREE |
|---|---|---|---|---|---|---|---|
| Leaves | Substrate | * | ** | *** | ** | ** | ** |
| Fertilizer | NS | NS | NS | NS | NS | NS | |
| Culture | NS | 0.08 | ** | NS | (*) | * | |
| Substrate × culture | NS | NS | NS | NS | NS | (*) | |
| Fertilizer × culture | NS | NS | NS | NS | NS | NS | |
| Substrate × fertilizer × culture | (*) | NS | * | (*) | NS | NS | |
| Stems | Substrate | (*) | NS | *** | NS | NS | (*) |
| Fertilizer | NS | NS | NS | NS | NS | NS | |
| Culture | NS | NS | NS | NS | NS | NS | |
| Substrate × culture | ** | NS | (*) | NS | * | * | |
| Fertilizer × culture | NS | NS | NS | NS | (*) | NS | |
| Substrate × fertilizer × culture | NS | NS | NS | (*) | NS | NS | |
| Shoots | Substrate | (*) | (*) | *** | (*) | * | (*) |
| Fertilizer | NS | NS | NS | NS | NS | NS | |
| Culture | NS | NS | NS | NS | NS | NS | |
| Substrate × culture | ** | * | ** | (*) | ** | ** | |
| Fertilizer × culture | NS | NS | NS | NS | NS | NS | |
| Substrate × fertilizer × culture | * | NS | * | * | NS | NS |
NS not significant
(*)p < 0.1; *p < 0.05; **p < 0.01
Fig. 3Leaf P concentrations in mixed cultured lupin plants (L. angustifolius (Lan), L. albus (Lal)) that received fertilizer with 1.5 g P m−2 (NK) or 3 g P m−2 (NPK), respectively. Means ± SD (n = 4). Significant differences among means were identified by t tests with Bonferroni adjustment. Small letters denote differences between the substrates within a certain P treatment. Capital letters show differences in P treatments within a specific substrate. Means with different letters are significantly different at α = 5%