Lei Xuabc,
Hongbiao Cuid,
Xuebo Zhengabc,
Zhenqiu Zhuabc,
Jiani Liangab and
Jing Zhou*abc
aInstitute of Soil Science, Chinese Academy of Sciences, Nanjing 210008, China. E-mail: zhoujing@issas.ac.cn; Tel: +86-139-1338-7498
bNational Engineering and Technology Research Center for Red Soil Improvement, Red Soil Ecological Experiment Station, Chinese Academy of Sciences, Liujiazhan Plantation, Yingtan 335211, China
cUniversity of Chinese Academy of Sciences, Beijing 100049, China
dSchool of Earth and Environment, Anhui University of Science and Technology, Huainan 232001, China
First published on 26th October 2016
Applying hydroxyapatite to immobilize heavy metals may cause a decline in soil quality, whereas phytoextraction has been shown to be a slow process under normal agronomic conditions. The benefits of combining hydroxyapatite application and phytoextraction are unclear for improving the soil ecosystem at the same time as remediating heavy metals. A three-year field experiment was conducted to test the combined effects of hydroxyapatite application and phytoextraction (Sedum plumbizincicola, Elsholtzia splendens, and Pennisetum sp.) on remediating cadmium (Cd) and copper (Cu) and improving the soil microbial community structure in a smelter-impacted site. Total Cd and Cu were fractionated using a sequential extraction procedure. Soil microbial biomass and community composition were measured by phospholipid-derived fatty acid (PLFA) analysis. The results showed that hydroxyapatite addition (1%) increased soil pH and decreased the exchangeable fraction of Cu and Cd compared with the control. Combining with hydroxyapatite application, the growth of phytoextractors increased organic matter content and decreased total Cu and Cd concentrations in the soil. Hydroxyapatite application disturbed the soil microbial PLFA composition by increasing fungal PLFA, whereas a combination with plant growth reduced the trend of soil fungal growth. Combining hydroxyapatite with Pennisetum sp. particularly improved Gram-negative and Gram-positive bacterial biomass and reduced the ratio of fungi to bacteria. In conclusion, combining hydroxyapatite with suitable phytoextractors is a promising approach for remediating heavy metals (e.g., Cu and Cd) and simultaneously improving soil microbial community structure and the ecological environment in contaminated areas.
In situ immobilization of heavy metals by chemical amendments is a cost-effective and environment-friendly remediation technique that reduces metal bioavailability in soils. Various soil amendments, both inorganic and organic, have been used to immobilize heavy metals in contaminated soils.10 Hydroxyapatite [Ca5(PO4)3OH], a phosphate-containing amendment, has been shown to effectively immobilize heavy metals such as copper (Cu) and cadmium (Cd) in contaminated sites.11,12 Phytoextraction of heavy metals by plants, known as hyperaccumulators, has been proved successful in remediating heavy metal,13,14 with low cost, and without adverse effects on the environment.15 Hyperaccumulators can grow normally in soils contaminated with heavy metals and accumulate these metals in the harvested parts.16 A plant species is believed to have the potential to phytoextract Cu when the Cu concentrations in the plant body exceed 1000 mg kg−1 shoot parts dry weight, and the standard for Cd is 100 mg kg−1.16 In addition to hyperaccumulators, plants characterized by large biomass, fast growth, and strong resistance have the potential to be used as phytoextractors, such as Switchgras, Giantreed and Pennisetum sp.17 Despite the advantages it offers, phytoextraction has been shown to be a slow-working process due to the low amounts of metals that can be annually removed from the soil under normal agronomic conditions.18
A holistic approach is demanded to remediate heavy metals in a contaminated site, and reduce or eliminate the environmental risks, as well as restore the ecological functions of soil.19 In this regard, hydroxyapatite application can immobilize heavy metals, enhance soil enzymatic activities, and improve soil biological properties; growing plants also has multiple beneficial effects such as accumulating heavy metals, reducing soil erosion, and improving soil quality and function.20 A few studies have assessed the probability of combining hydroxyapatite application with phytoextraction for soil remediation, devoting to the fate of heavy metals in soil. There is an evidence that hydroxyapatite to some extent prevents the uptake of heavy metals by plants, leading to a decrease in the recovery of heavy metals in plant tissue.21 However, the combined benefits of hydroxyapatite and phytoextraction on soil quality have not been estimated in prior studies solving the interaction between hydroxyapatite and metalliferous plants.
In order to accurately assess the efficiency and effectiveness of remediation, soil quality indicators must be properly selected. Soil microbial community structure has been shown to be a sensitive indicator of soil quality, which rapidly responses to the environmental changes after land use and management practices.22–24 The use of soil microbial community structure as a soil quality indicator has been proposed, either by itself or combined with other physical, chemical and biological properties of the soil.25 To our knowledge, only a few studies have assessed the individual effects of hydroxyapatite application and phytoextraction on soil microbial community structure.20,26,27
In this study, we hypothesized that soil biochemical quality benefits from the combination of hydroxyapatite application and phytoextraction, despite the efficiency of phytoextraction being reduced by hydroxyapatite use. We also hypothesized that different phytoextractors (Sedum plumbizincicola, Elsholtzia splendens, and Pennisetum sp.) had different effects on the soil microbial community structure. To test these hypotheses, a three-year field experiment was conducted in a smelter-impacted soil with combined hydroxyapatite application and phytoextraction for remediation purposes. The objectives were to: (1) determine the immobilization and phytoextraction of heavy metals by analyzing soil Cu and Cd fractions, as well as plant biomass and metal accumulation and (2) assess the soil quality by monitoring the changes in soil microbial community structure after treatment.
pH | Organic C g kg−1 | Available N mg kg−1 | Available P mg kg−1 | Available K mg kg−1 | Total Cu mg kg−1 | Total Cd mg kg−1 |
---|---|---|---|---|---|---|
4.35 | 28.5 | 162 | 83.8 | 143 | 632 | 0.412 |
Three phytoextractors were selected, including a Cu-tolerant plant (Elsholtzia splendens), a Cd hyperaccumulator (Sedum plumbizincicola), and an energy plant (Pennisetum sp.). All of the plants were derived from indoor-grown seedlings.
Each plot received one application of 1% hydroxyapatite (based on the 0–17 cm soil weight) on 23 December 2012. The hydroxyapatite was fully mixed into the soil by plowing. S. lutescens, an indigenous plant, was growing after hydroxyapatite application. Therefore, the MW treatment was considered as a hydroxyapatite-only treatment. For the other three treatments (ME, MS, and MP), E. splendens, S. plumbizincicola, and Pennisetum sp. were planted on 26 April each year (2013, 2014, and 2015). Weeds (mainly S. lutescens) were cleared from all plots before planting every year, and no weeding was carried out thereafter. The planting density was 20 cm × 20 cm for E. splendens and S. plumbizincicola plants, and 50 cm × 50 cm for Pennisetum sp. plants. All plots were managed using the same field management.
Soil samples (about 1 kilogram) were collected from the 0–17 cm depth at five representative locations per plot after harvest and then mixed together to form a composite sample. The soil samples were divided into two portions: one portion was aired and ground for physicochemical analysis, and the other portion kept at −80 °C for microbial analysis.
(1) Exchangeable (EXC) fraction: 16 mL of 1 mol L−1 MgCl2 (pH 7.0) was added to a 50 mL centrifuge tube containing 2 ± 0.0001g of soil. The extraction was carried out under stirring at 120 rpm for 2 h, at the temperature of 25 ± 1 °C. After centrifugation (10 min, 4000 rpm), the supernatant was filtered with a 0.45 μm membrane. The filtrate was transferred into a 15 mL centrifuge tube and stored in refrigerator at 4 °C.
(2) Carbonate-bound (CA) fraction: 16 mL of 1 mol L−1 CH3COONa (adjusted to pH 5.0 with CH3COOH) was added to the residue soil from step (1) and shaken in a reciprocating oscillator for 3 h at 25 ± 1 °C.
(3) Fe–Mn oxides-bound (Fe–Mn) fraction. The residue from step (2) was shaken with 40 mL of 0.04 mol L−1 NH2OH·HCl in 25% (v/v) CH3COOH followed by occasional agitation for 6 h at 96 ± 3 °C.
(4) Organic matter-bound (OM) fraction: 6 mL of 0.02 mol L−1 HNO3 and 10 mL of 30% H2O2 (adjusted to pH 2.0 with HNO3) were added to the residue from step (3), and the mixture was heated at 85 ± 3 °C for 2 h in a water bath. Then, 6 mL of 30% H2O2 (adjusted to pH 2.0 with HNO3) was added, and the mixture was heated at 85 ± 3 °C for 3 h. After cooling, 10 mL of 3.2 mol L−1 CH3COONH4 in 20% (v/v) HNO3 was added and the mixture was continuously agitated for 30 min at 25 ± 1 °C.
(5) Residual (RES) fraction: The residue from step (4) was digested as performed for total Cu and Cd analysis.
Plant samples (0.25 g) were digested by using a mixture of 4 mL HClO4 and 6 mL HNO3 on an electric heating plate, and the metal contents were measured by atomic absorption spectroscopy. Blanks, replicate samples, and a certified reference material (GBW07401, provided by the Institute of Geophysical and Geochemical Exploration, Langfang, Hebei Province, China) were used to ensure the reliability of the experimental data.
Bacteria were shown by i13:0, i14:0, i15:0, a15:0, i16:0, i17:0, i18:0, i19:0, a16:0, a17:0, a19:0, 13:1ω3c, 16:1ω6c, 16:1ω7c, 17:1ω8c, 18:1ω3c, 18:1ω5c, 18:1ω6c, 18:1ω7c, cy17:0, cy19:0, 19:1ω6c, 20:1ω9c, 21:1ω3c, 21:1ω8c, 22:1ω3c, 22:1ω9c, and 24:1ω7c. Fungi were shown by 18:2ω6c and 16:1ω5c. The ratio of fungi to bacteria was shown by F/B. Actinomycetes were shown by 10Me16:0, 10Me17:0, 10Me18:0, and 10Me18:1ω7c. Gram-positive bacteria (G+) were shown by saturated fatty acids i13:0, i14:0, i15:0, a15:0, i16:0, i17:0, i18:0, i19:0, a16:0, a17:0, a19:0. Gram-negative bacteria (G−) were shown by 13:1ω3c, 16:1ω6c, 16:1ω7c, 17:1ω8c, 18:1ω3c, 18:1ω5c, 18:1ω6c, 18:1ω7c, cy17:0, cy19:0, 19:1ω6c, 20:1ω9c, 21:1ω3c, 21:1ω8c, 22:1ω3c, 22:1ω9c, and 24:1ω7c. The ratio of Gram-positive to Gram-negative bacteria was shown by G+/G−.36,37
pH | |||
---|---|---|---|
Treatment | 2013 | 2014 | 2015 |
CK | 4.24 ± 0.213b | 4.23 ± 0.113b | 4.20 ± 0.276b |
MW | 5.17 ± 0.118a | 5.16 ± 0.134a | 5.03 ± 0.140a |
ME | 5.33 ± 0.054a | 5.24 ± 0.258a | 5.26 ± 0.168a |
MS | 5.19 ± 0.107a | 5.13 ± 0.204a | 5.13 ± 0.164a |
MP | 5.15 ± 0.143a | 5.14 ± 0.252a | 5.07 ± 0.104a |
After three years of remediation, the SOC content barely changed with hydroxyapatite application (MW) relative to the control (CK); however, significant increases occurred in the three combination treatments (ME, MS, MP Fig. 1). The highest SOC content was obtained with the MP treatment, which did not significantly differ from the results of ME and MS. The growing of plants could increase the amount of litter and fine roots, and change the structure of soil aggregates, leading to an increase in SOC content.41–43 This means that the plants growth is effective to increase the nutrient supply for microbial activities.
Treatment | EXC mg kg−1 | CA mg kg−1 | Fe–Mn mg kg−1 | OM mg kg−1 | RES mg kg−1 | Total mg kg−1 |
---|---|---|---|---|---|---|
CK | 211 ± 11.1a | 87.2 ± 1.73b | 143 ± 5.03b | 118 ± 4.42a | 98.2 ± 11.5b | 668 ± 11.7a |
MW | 75.2 ± 14.8b | 123 ± 7.22a | 171 ± 8.48ab | 126 ± 4.22a | 135 ± 9.91ab | 658 ± 24.5a |
ME | 65.5 ± 19.4b | 117 ± 16.7ab | 173 ± 9.17ab | 128 ± 10.9a | 121 ± 16.4ab | 616 ± 8.56b |
MS | 68.4 ± 12.6b | 118 ± 17.5ab | 196 ± 20.6a | 125 ± 4.73a | 113 ± 17.3ab | 631 ± 8.54ab |
MP | 69.1 ± 8.53b | 117 ± 9.83ab | 173 ± 23.0ab | 131 ± 8.16a | 149 ± 12.7a | 649 ± 13.8ab |
Treatment | EXC mg kg−1 | CA mg kg−1 | Fe–Mn mg kg−1 | OM mg kg−1 | RES mg kg−1 | Total mg kg−1 |
---|---|---|---|---|---|---|
CK | 0.174 ± 9.91 × 10−3a | 3.12 × 10−2 ± 3.52 × 10−3b | 4.46 × 10−2 ± 4.64 × 10−3b | 7.64 × 10−2 ± 5.43 × 10−4b | 0.174 ± 5.24 × 10−3ab | 0.406 ± 154 × 10−2a |
MW | 0.0876 ± 1.23 × 10−2b | 5.14 × 10−2 ± 3.78 × 10−3a | 6.92 × 10−2 ± 4.23 × 10−3a | 1.26 × 10−2 ± 2.11 × 10−3a | 0.185 ± 1.47 × 10−2a | 0.389 ± 1.24 × 10−2ab |
ME | 0.0816 ± 9.23 × 10−3b | 5.30 × 10−2 ± 1.01 × 10−2a | 6.63 × 10−2 ± 5.87 × 10−3a | 1.05 × 10−2 ± 1.66 × 10−3ab | 0.188 ± 2.04 × 10−2a | 0.364 ± 5.34 × 10−2b |
MS | 0.0674 ± 1.20 × 10−2b | 5.24 × 10−2 ± 8.28 × 10−3a | 6.48 × 10−2 ± 5.92 × 10−3a | 1.19 × 10−2 ± 1.43 × 10−3a | 0.158 ± 1.13 × 10−2ab | 0.350 ± 1.20 × 10−2b |
MP | 0.0788 ± 1.20 × 10−2b | 4.85 × 10−2 ± 6.18 × 10−3ab | 6.03 × 10−2 ± 6.23 × 10−3a | 9.53 × 10−3 ± 7.46 × 10−4ab | 0.149 ± 6.01 × 10−3b | 0.350 ± 2.27 × 10−2b |
Without any treatment (CK), the total Cu concentration was 668 mg kg−1 in the soil. The EXC fraction of Cu (211 mg kg−1, 31.6%) was most abundant, followed by the Fe–Mn fraction (143 mg kg−1, 21.4%) and OM fraction (118 mg kg−1, 17.7%); the CA fraction (87.2 mg kg−1, 13.0%) and RES fraction (98.2 mg kg−1, 14.7%) were the lowest. With hydroxyapatite application (MW), the total Cu concentration was slightly but not significantly decreased to 658 mg kg−1. The EXC fraction was reduced to 75.2 mg kg−1 (11.4%), while the CA fraction was increased to 123 mg kg−1 (18.7%); no significant differences were found in the other factions compared with the data of CK. On the basis of hydroxyapatite application, the growth of E. splendens (ME), S. plumbizincicola (MS), and Pennisetum sp. (MP) further reduced the total Cu concentration to varying degrees, without significantly affecting the distribution of Cu in different fractions. After three years of combined remediation, the total Cu concentrations were decreased by 52.8 mg kg−1 (P < 0.05), 37.9 mg kg−1 (P > 0.05), and 19.0 mg kg−1 (P > 0.05), respectively, for ME, MS, and MP compared with CK.
The total Cd concentration was 0.406 mg kg−1 in the soil without treatment (CK). The Cd in the untreated soil mainly occurred in the EXC fraction (0.174 mg kg−1, 42.9%), similar to the distribution of Cu. Additionally, the RES fraction (0.174 mg kg−1, 43.0%) was abundant and markedly greater than the OM fraction (7.64 × 10−2 mg kg−1, 1.9%). With hydroxyapatite application (MW), the total Cd concentration was slightly, but not significantly decreased to 0.389 mg kg−1 in the soil. The EXC fraction of Cd was significantly reduced to 0.0876 mg kg−1 (22.5%), while the CA, Fe–Mn, and OM fractions were markedly increased to 5.14 × 10−2 mg kg−1 (13.2%), 6.92 × 10−2 mg kg−1 (17.8%), and 1.26 × 10−2 mg kg−1 (3.2%), respectively. In the presence of hydroxyapatite, the growth of phytoextractors slightly reduced the total Cu concentration, without changing the distribution of Cu in various fractions; an exception was that the RES fraction was significantly reduced for MP compared with MW. After 3 years, the total concentration of Cd was significantly reduced for the three combination treatments (ME, MS, and MP) compared with the control (CK).
The exchangeable fraction of heavy metals is considered easily mobile and available.33 Additionally, the carbonate-, Fe–Mn oxides-, and organic matter-bound fractions of heavy metals are potentially available to plants and microorganisms, while the residual fraction is dominant among the five fractions. The exchangeable and carbonate-bound fractions of Cu are often present in uncontaminated soil at low concentrations (<10% of total Cu).44 In the present study, the exchangeable and carbonate-bound fractions of Cu constituted 44.7% of the total Cu in the untreated soil, which was inappropriate for agricultural use. We conjectured that the source of Cu was mainly artificial and introduced from the exhaust gas, dust and wastewater from the nearby copper smelter.
Additionally, the exchangeable fraction can be used to evaluate the bioavailability and environmental toxicity of heavy metals.45 In the current study, the concentrations of Cu and Cd were decreased in the exchangeable fraction but increased in the Fe–Mn oxides-bound and residual fractions after hydroxyapatite application compared with the control. The results illustrate that hydroxyapatite can significantly reduce the bioavailability of Cu and Cd in the contaminated soil. The exchangeable fraction of Cd (42.9%) was greater than Cu (31.6%) in the untreated soil, indicating a higher mobility of Cd than that of Cu in this contaminated site. The exchangeable fraction (concentrations and percentages) of both Cd and Cu was significantly decreased after hydroxyapatite addition compared with the untreated soil. This demonstrates that hydroxyapatite can decrease the bioavailability of Cd and Cu, and thus is effective in remediating soils contaminated with the two metals.
The possible mechanism of the immobilization of heavy metals by hydroxyapatite can be attributed to the following points: (1) ion exchange reaction on the surface of hydroxyapatite (eqn (1));46 (2) surface complexation reaction of hydroxyapatite (eqn (2));47 (3) co-precipitation (eqn (3) and (4));48 and (4) precipitation of amorphous to poorly crystalline, mixed metal phosphates.49
Ca10(PO4)6(OH)2 + xCd2+ = Ca10−x(PO4)6 + xCa2+ | (1) |
![]() ![]() | (2) |
xCd2+ + (10 − x)Ca2+ + 6H2PO4− + 2H2O = Ca10−xCdx(PO4)6(OH)2 + 14H+ | (3) |
xCd2+ + (10 − x)Ca2+ + 6HPO42− + 2H2O = Ca10−xCdx(PO4)6(OH)2 + 8H+ | (4) |
During plant growth, the root system provides an interface between the plant and soil. The roots are not only an absorption and metabolism organ, but also a powerful secretor.50 Respiration, absorption, and secretion of organic compounds by the roots greatly impact the physicochemical properties of the soil, as well as the migration and conversion of heavy metals in the contaminated soil. In the present study, the growth of phytoextractors such as E. splendens, S. plumbizincicola, and Pennisetum sp. reduced the total Cd and Cu concentrations in the soil with hydroxyapatite application (Tables 3 and 4). This effect could be attributable to the strong absorption and transport capacity of these plants for heavy metals (Table 5). Furthermore, root exudates and litter could increase the soil organic carbon (SOC) content, enhance the chelation of organic matter and heavy metals, and decrease the exchangeable fraction of heavy metals.51 Owing to the differences in plant types, the secretion of organic compounds could vary considerably, affect the soil pH, redox potential, and, eventually, the fractions of Cu and Cd.52
Treatment | Shoot biomass (kg dry weight per plot per year) | Metal accumulation (mg per plot per year) | |||||||
---|---|---|---|---|---|---|---|---|---|
Cu | Cd | ||||||||
2013 | 2014 | 2015 | 2013 | 2014 | 2015 | 2013 | 2014 | 2015 | |
CK | — | — | — | — | — | — | — | — | — |
MW | 20.2 ± 9.81bc | 17.1 ± 3.04bc | 10.4 ± 1.12c | 4.72 × 102c | 5.69 × 102b | 4.47 × 102b | 20.7b | 20.5b | 13.0c |
ME | 30.1 ± 8.33ab | 25.1 ± 2.69b | 28.7 ± 8.44b | 5.47 × 103a | 5.08 × 103a | 5.85 × 103a | 78.3a | 64.1a | 75.1b |
MS | 4.50 ± 0.725c | 4.20 ± 0.422c | 5.43 ± 0.936c | 2.05 × 103c | 1.82 × 103b | 2.56 × 103ab | 59.9ab | 58.9a | 76.1ab |
MP | 44.6 ± 6.67a | 58.4 ± 12.2a | 75.3 ± 8.18a | 3.75 × 103b | 5.96 × 103a | 7.62 × 103a | 58.2ab | 79.5a | 104a |
Despite its low biomass, S. plumbizincicola (a Cd hyperaccumulator) showed the highest absorption capacity for Cu (451.5 mg kg−1) and Cd (13.7 mg kg−1), which was 13.8 and 11.8 times that of S. lutescens, respectively. E. splendens (a Cu-tolerant plant) also showed high absorption capacity for Cu and Cd, which reached 202 mg kg−1 and 2.59 mg kg−1, respectively(Table 5, Fig. 3). The Cd adsorption capacity of S. plumbizincicola was only 14.1 mg kg−1 (Fig. 3), much lower than the value reported in a previous study, i.e., up to 320 mg kg−1.54 This discrepancy might be due to a higher Cd concentration in the soil used in the previous study, which reached 14.7 mg kg−1. Moreover, 1% hydroxyapatite was added to the soil to promote the growth of plants in the present study. Therefore, the bioavailability of Cu and Cd was decreased in the soil, which, together with the plant physiological properties, might have influenced metal uptake by S. plumbizincicola.55
The three-year data of Cu and Cd in plants showed a significant increase in the concentrations of Cd and Cu in S. lutescens (a native plant) and Pennisetum sp. (an energy plant) over time, while this phenomenon was absent in E. splendens and S. plumbizincicola. The absorption of heavy metals by plants may have been increased due to the elevation of Cu and Cd concentrations in the soil with the decrease in soil pH over time.56 On the other hand, E. splendens and S. plumbizincicola have a better buffering capacity for the environmental changes than S. lutescens and Pennisetum sp.57,58
There was a significant decrease in the biomass of MW treatment in the three years (Table 5), from 20.2 to 10.4 kg dry weight per plot per year. This also might be related to the increase of the concentration of heavy metals in soil. A study conducted in this area by Cui59 showed that, after the application of 5 kinds of amendments, the ryegrass could grow in the first year, but the biomass of ryegrass decreased year by year during the three years. There were only two kinds of amendments (lime, apatite) could make the ryegrass grow after three years. These results proved that, plants could grow normally only in the treatments of application the amendments, and the effect of the amendments would decrease year by year, which lead to the increase of heavy metal activity and the reduction of plant biomass. The present study supports these findings, there was no plant in the treatment of no hydroxyapatite application and as time going by, the biomass of S. lutescens was gradually reduced in the MW treatment.
With regard to the absolute accumulation of Cu and Cd, Pennisetum sp. showed the greatest advantage, with the three-year cumulative amounts of 1.73 × 104 and 242 mg, respectively (Table 5). The high accumulation of heavy metals by Pennisetum sp. plants is mainly ascribed to their large biomass.60 The integrated results of plant biomass and accumulation capability showed that E. splendens and S. plumbizincicola had similar absolute accumulation of Cu and Cd. The poor biomass and accumulation ability of S. lutescens showed that this native plant species had the lowest absolute accumulation. In terms of absolute accumulation concentration, the remediation efficiency of different plants ranked MP > ME > MS > MW.
Treatment | PLFAtotal nmol g−1 | PLFAbact nmol g−1 | PLFAfungi nmol g−1 | PLFAact nmol g−1 | G+ nmol g−1 | G− nmol g−1 | G+/G− ratio | F/B ratio |
---|---|---|---|---|---|---|---|---|
CK | 36.3 ± 1.82b | 26.9 ± 1.73c | 5.03 ± 0.433b | 4.30 ± 0.445c | 20.0 ± 1.23c | 6.60 ± 0.544b | 3.10 ± 0.333a | 0.181 ± 2.34 × 10−2b |
MW | 45.8 ± 2.74a | 32.2 ± 2.04ab | 7.70 ± 0.849a | 6.02 ± 0.192ab | 23.6 ± 0.925ab | 8.63 ± 1.26ab | 2.82 ± 0.428a | 0.240 ± 2.42 × 10−2a |
ME | 38.1 ± 2.15b | 29.0 ± 1.15bc | 4.41 ± 0.443b | 4.73 ± 0.743bc | 21.5 ± 0.493bc | 7.51 ± 0.823b | 2.93 ± 0.235a | 0.153 ± 1.25 × 10−2bc |
MS | 41.8 ± 0.833ab | 32.1 ± 0.336b | 4.78 ± 0.526b | 5.04 ± 0.545bc | 23.8 ± 0.396b | 8.19 ± 0.110ab | 2.87 ± 0.146a | 0.151 ± 2.38 × 10−2bc |
MP | 47.1 ± 3.08a | 36.5 ± 2.23a | 4.11 ± 0.507b | 6.18 ± 0.537a | 27.4 ± 1.82a | 9.12 ± 1.01a | 3.03 ± 0.433a | 0.120 ± 1.41 × 10−2c |
In the hydroxyapatite only treatment (MW), the PLFAtotal was significantly improved in the soil compared with the control (CK). MW particularly improved the fungal PLFA (PLFAfungi); despite an improvement in the bacterial PLFA (PLFAbact, mainly G+) and actinomycete PLFA (PLFAact), the F/B ratio was the markedly increased for this treatment (0.240). In the presence of hydroxyapatite, the E. splendens (ME) and S. plumbizincicola (MS) treatments reduced the PLFAtotal in the soil compared with MW. This change mainly attributed to a reduction in the PLFAfungi, which resulted in a lower F/B ratio (0.153 and 0.151). The Pennisetum sp. treatment (MP) did not further change the PLFAtotal of the soil compared with MW, however, MP improved the PLFAbact (G+ and G−) and decreased the PLFAfungi, resulting in the lowest F/B ratio (0.120) (Table 6).
The PLFAbact/PLFAfungi ratio and the F/B ratio are indices for measuring soil microbial function.64 In the present study, hydroxyapatite application alone changed the soil pH significantly and decreased the bioavailable Cu and Cd contents in the contaminated soil; however, the non-biological system has a buffering effect on the soil habitat, leading to vigorous fungal growth, unfavorable for the formation of microbial community structure.64 The combined hydroxyapatite application and phytoextraction effectively increased biomass of soil bacterial communities, while the trend of soil fungal growth was alleviated (Table 6). Compared with E. splendens and S. plumbizincicola, Pennisetum sp. had a larger biomass and its root system was widely distributed in the soil; thus, the soil rhizosphere effect was more obvious for the MP treatment, which led to a more significant improvement in the microbial community and biomass.65 Pearson's correlation analysis revealed that the SOC content was significantly correlated with the PLFAbact in the contaminated soil (R2 = 0.714, P = 0.05). This indicates that the root metabolism and secretion of plants have the potential to enrich the soil microbial community.
Two-dimensional CCA (Fig. 4) showed the relationship between different treatments and PLFA factors more directly. The corresponding coordinate axes explained 89.3% of the variation of the soil microbial community structure. The microbial communities of three combination treatments (ME, MS, and MP) were clear distinct from those of the hydroxyapatite-only treatment (MW) and the untreated soil (CK). Soil bacterial and fungal communities were sensitive to Cu and Cd contamination, and negatively correlated with the control. The application of hydroxyapatite only was significantly positively correlated with the soil fungal community. Combination of hydroxyapatite application and phytoextraction, particular with Pennisetum sp. (MP), changed the soil microbial community and was significantly positively correlated with soil Gram-positive and Gram-negative bacteria. This indicates that the MP treatment can effectively alleviate the trend of soil fungi growth and improve the bacterial communities and biomass, recovering the soil ecological function.
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