| Literature DB >> 29751652 |
Caigui Luo1,2,3, Yangwu Deng4,5,6, Kazuyuki Inubushi7, Jian Liang8,9, Sipin Zhu10,11, Zhenya Wei12,13, Xiaobin Guo14, Xianping Luo15,16,17.
Abstract
Long-term unregulated mining of ion-adsorption clays (IAC) in China has resulted in severe eEntities:
Keywords: alfalfa revegetation; bacterial and fungal communities; ion-adsorption rare earth mining wasteland; sludge biochar amendment; soil physicochemical properties
Mesh:
Substances:
Year: 2018 PMID: 29751652 PMCID: PMC5982004 DOI: 10.3390/ijerph15050965
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Properties of soil and sludge biochar used in experiments.
| Samples | Soil | Sludge Biochar |
|---|---|---|
| Clay (%) | 7.64 ± 0.27 | - |
| Silt (%) | 15.48 ± 0.32 | - |
| Sand (%) | 76.88 ± 0.38 | - |
| pH | 5.44 ± 0.02 | 6.17 ± 0.03 |
| Electrical conductivity (μS/cm) | 45.16 ± 1.03 | 272.67 ± 6.06 |
| Organic carbon (g/kg) | 0.73 ± 0.18 | 97.32 ± 2.78 |
| Total nitrogen (g/kg) | 0.21 ± 0.03 | 2.48 ± 0.02 |
| C/N ratio | 3.44 ± 0.37 | 39.31 ± 0.72 |
| Available nitrogen (mg/kg) | 10.35 ± 2.58 | 378.93 ± 10.19 |
| Available phosphorus (mg/kg) | 9.43 ± 2.31 | 712.61 ± 12.24 |
| Available potassium (mg/kg) | 10.62 ± 1.51 | 172.97 ± 5.92 |
| BET surface area (m2/g) | - | 47.03 ± 0.02 |
| Pore volume (cm3/g) | - | 0.06 ± 0.001 |
| Pore size (nm) | - | 5.16 ± 0.01 |
Four treatments were designed in this study.
| Treatments | Mine Soil (kg) | Alfalfa Seed (g) | Sludge Biochar (kg) |
|---|---|---|---|
| CK | 5 | - | - |
| G | 5 | 5 | - |
| SBC | 4.75 | - | 0.25 |
| SBCG | 4.75 | 5 | 0.25 |
Notes: CK, the control soil; G, soil planted with alfalfa; SBC, soil amended with sludge biochar; SBCG, soil amended with sludge biochar and planted with alfalfa.
Figure 1The physical properties ((A–D) stand for specific gravity, water-holding capacity, bulk density, total porosity, respectively) of ion-adsorption clay (IAC) mining wasteland soil in the un-amended control (CK), alfalfa revegetation (G), sludge biochar amendment (SBC) and combined amendment (SBCG) treatments. Different characters, a, b, c, and d, were used to indicate significant differences at p < 0.05. Vertical bars indicate standard deviation.
Figure 2The chemical properties ((A–H) stand for pH, electrical conductivity, organic matter, total nitrogen, C/N ratio, available nitrogen, available phosphorus, available potassium, respectively) of IAC mining wasteland soil in the un-amended control (CK), alfalfa revegetation (G), sludge biochar amendment (SBC), and combined amendment (SBCG) treatments. Different characters, a, b, c, and d were used to indicate significant differences at p < 0.05. Vertical bars indicate standard deviation.
Summary of the number of bacterial and fungal sequences, number of operational taxonomic units (OTUs), α-diversity indices (based on 97% OTUs) and coverage in four treatments (mean ± S. V. (standard deviation), n = 3).
| Microbial Group | Indices | CK | G | SBC | SBCG |
|---|---|---|---|---|---|
| Bacteria | Number of OTUs | 927 ± 36 a | 1332 ± 15 b | 1278 ± 62 b | 1341 ± 8 b |
| ACE | 3220 ± 395 a | 3366 ± 192 a | 3270 ± 221 a | 3430 ± 157 a | |
| Chao 1 | 2309 ± 240 a | 2603 ± 166 a | 2565 ± 142 a | 2630 ± 84 a | |
| Shannon | 3.55 ± 0.04 a | 4.89 ± 0.02 c | 4.62 ± 0.02 b | 4.98 ± 0.07 c | |
| Simpson | 0.092 ± 0.00 d | 0.020 ± 0.00 c | 0.028 ± 0.00 c | 0.017 ± 0.00 b | |
| Coverage | 0.99 ± 0.00 a | 0.98 ± 0.00 b | 0.98 ± 0.00 a | 0.98 ± 0.00 a | |
| Fungi | Number of OTUs | 361 ± 17 a | 496 ± 7 a | 427 ± 18 a | 514 ± 91 a |
| ACE | 1074 ± 107 a | 1558 ± 27 b | 1085 ± 89 a | 1798 ± 69 b | |
| Chao 1 | 752 ± 42 a | 1093 ± 111 b | 1079 ± 131 b | 1157 ± 52 b | |
| Shannon | 1.96 ± 0.07 a | 3.07 ± 0.02 b,c | 2.72 ± 0.07 b | 3.32 ± 0.02 c | |
| Simpson | 0.340 ± 0.02 b | 0.107 ± 0.00 a | 0.140 ± 0.00 a | 0.011 ± 0.00 a | |
| Coverage | 0.99 ± 0.00 a | 0.99 ± 0.00 a | 0.99 ± 0.00 a | 0.98 ± 0.00 a |
Note: Different letters (such as a, b, c, d) within a row indicate significant differences (p < 0.05).
Figure 3Frequency of bacterial (a) and fungal (b) phyla detected in IAC mining wasteland soil in the un-amended control (CK), alfalfa revegetation (G), sludge biochar amendment (SBC), and combined amendment (SBCG) treatments. Abundance is presented in terms of the average percentage, classified by Ribosomal Database Project (RDP) classifier at a confidence threshold of 80%. “Other” refers to the sum of unclassified sequences and all other taxa with abundances < 0.9% in any sample.
Figure 4Frequency of bacterial (a) and fungal (b) genera detected in IAC mining wasteland soil in the un-amended control (CK), alfalfa revegetation (G), sludge biochar amendment (SBC), and combined amendment (SBCG) treatments. Abundance is presented in terms of the average percentage, classified by RDP classifier at a confidence threshold of 80%. “Other” refers to the sum of unclassified sequences and all other taxa with abundances < 0.9% in any sample.
Figure 5Principal coordinate analysis of bacterial (a) and fungal (b) genera in IAC mining wasteland soil in the un-amended control (CK), alfalfa revegetation (G), sludge biochar amendment (SBC), and combined amendment (SBCG) treatments.
Figure 6Heat-map based on bacterial (a) and fungal (b) community composition (at the genus level) in IAC mining wasteland soil in the un-amended control (CK), alfalfa revegetation (G), sludge biochar amendment (SBC), and combined amendment (SBCG) treatments.
Figure 7Redundancy analysis (RDA) between soil bacterial communities (a) or fungal communities (b) and environmental factors in the four different treatments: un-amended control (CK), alfalfa revegetation (G), sludge biochar amendment (SBC), and combined amendment (SBCG) treatments.
Results of the Monte Carlo permutation test for bacterial and fungal community variation explained by soil physicochemical properties.
| Soil Parameters | Bacterial Variation Explains (%) | Soil Parameters | Fungal Variation Explains (%) | ||||
|---|---|---|---|---|---|---|---|
| Available potassium | 74.3 | 28.955 | 0.0020 | pH | 72.5 | 26.356 | 0.0020 |
| pH | 67.1 | 20.375 | 0.0080 | Available potassium | 64.9 | 18.496 | 0.0020 |
| C/N | 67.0 | 20.316 | 0.0040 | C/N | 64.6 | 18.283 | 0.0020 |
| Bulk density | 49.9 | 9.950 | 0.0040 | EC (Electrical conductivity) | 59.5 | 14.677 | 0.0020 |
| Water-holding capacity | 49.4 | 9.754 | 0.0040 | Available nitrogen | 57.9 | 13.765 | 0.0020 |
| Specific gravity | 47.5 | 9.061 | 0.0060 | Total nitrogen | 54.8 | 12.128 | 0.0020 |
| EC (Electrical conductivity) | 46.7 | 8.769 | 0.0040 | Organic matter | 51.2 | 10.491 | 0.0020 |
| Available nitrogen | 46.1 | 8.555 | 0.0120 | Bulk density | 39.3 | 6.488 | 0.0240 |
| Total nitrogen | 43.1 | 7.575 | 0.0100 | Water-holding capacity | 37.2 | 5.930 | 0.0180 |
| Organic matter | 40.8 | 6.879 | 0.0120 | Specific gravity | 36.7 | 5.790 | 0.0220 |
| Total porosity | 39.2 | 6.456 | 0.0040 | Total porosity | 32.3 | 4.761 | 0.0440 |
| Available phosphorus | 17.2 | 2.074 | 0.1420 | Available phosphorus | 26.0 | 3.522 | 0.0420 |
| Total | 98.9 | Total | 99.0 |
Figure 8Alfalfa growth (a) and root morphology (b) in the alfalfa revegetation (G) and combined alfalfa and sludge biochar amendment (SBCG) treatments.
The plant height, root length, shoot biomass, root biomass, and total biomass of alfalfa after incubation (mean ± S.V. (standard deviation), n = 3).
| Treatments | Plant Height (cm) | Shoot Biomass (g) | Root Biomass (g) | Total Biomass (g) |
|---|---|---|---|---|
| G | 8.98 ± 0.24 a | 5.36 ± 0.35 a | 8.53 ± 0.03 a | 13.89 ± 0.34 a |
| SBCG | 11.09 ± 0.15 b | 7.64 ± 0.26 b | 11.55 ± 0.04 b | 19.20 ± 0.22 b |
Different letters within each column indicate significant differences (p < 0.05). G, soil planted with alfalfa; SBCG, soil amended with 5% (w/w) sludge biochar and planted with alfalfa. Shoot, root and total biomass of alfalfa were dry weight biomass as stated in Section 2.5.
Summary of root growth indices of alfalfa after incubation (mean ± S.V. (standard deviation), n = 3).
| Treatments | TRL (cm) | RSA (cm2) | RV (cm3) | RAD (mm) | RTN | RFN |
|---|---|---|---|---|---|---|
| G | 96.70 ± 1.79 a | 12.05 ± 1.17 a | 0.19 ± 0.04 a | 0.46 ± 0.02 a | 161.67 ± 5.36 a | 293.00 ± 6.56 a |
| SBCG | 120.67 ± 4.35 b | 18.38 ± 0.96 b | 0.53 ± 0.04 b | 0.58 ± 0.01 b | 249.00 ± 5.69 b | 365.00 ± 18.90 b |
Different letters within each column indicate significant differences (p < 0.05). G, soil planted with alfalfa; SBCG, soil amended with 5% (w/w) sludge biochar and planted with alfalfa. TRL, total root length; RSA, root surface area; RV, root volume; RAD, root average diameter; RTN, root tip number; RFN, root fork number.