Influence of phytoremediation on physicochemical properties of waste residue
The physical and chemical properties of the waste residue are shown in Table 1. After phytoremediation, there was no significant difference in pH value between the rhizosphere waste residue of Cryptomeria fortunei and the control waste residue (P>0.05). The pH value of the rhizosphere waste residues of other plants was significantly lower (P<0.05) than that of the control waste residue, and the pH values of the rhizosphere waste residues of the six plants were 0.02–0.42 lower than that of the control waste residue. The waste residue Eh ranged from 147.55–211.00 mV; the Eh of Lolium perenne rhizosphere waste residue was significantly higher (P<0.05) than that of the nonrhizosphere waste residue and control waste residue. The Eh of other plant rhizosphere waste residues (P<0.05) was significantly lower than that of the control waste residue and lower than that of nonrhizosphere waste residue; among the results, the Eh of Cryptomeria fortunei rhizosphere waste residue was the lowest, and that of Lolium perenne rhizosphere waste residue was the highest. The DOC content in the slag ranged from 6.14 to 20.77 mg·L–1. Among the 6 kinds of plant rhizosphere slag, the DOC content was significantly (P<0.05) higher than that of the control slag; the value in the plant rhizosphere slag was increased by 12.15–14.63 mg·L–1. The DOC content of the rhizosphere waste residue was significantly (P<0.05) higher than that of the nonrhizosphere waste residue. The DOC contents in the 6 kinds of plant rhizosphere slag, from high to low, followed the order Broussonetia papyrifera > Lolium perenne > Robinia pseudoacacia > Arundo donax > Photinia serrulata > Photinia serrulata.
The content of free iron oxide in the waste residue varied from 773.90 to 1917.17 mg·kg–1. The content of free iron oxide in waste residues from the rhizospheres of Cryptomeria fortunei, Photinia serrulataand Lolium perennewas significantly higher than that of the control waste residue (P<0.05), and the content of free iron oxide in waste residue from the rhizosphere of Broussonetia papyrifera was significantly lower than that of the control waste residue (P<0.05). The content of free iron oxide in waste residues from the rhizospheres of Arundo donax and Robinia pseudoacacia was not significantly different from that of the control waste residue (P>0.05). The content of free iron oxide in the rhizosphere waste residues of Broussonetia papyrifera and Robinia pseudoacacia was significantly lower than that of nonrhizosphere waste residue (P<0.05), and the content of free iron oxide in the rhizosphere waste residues of Photinia serrulata and Lolium perenne was significantly higher than that of nonrhizosphere waste residue (P<0.05). The content of free iron oxide in Lolium perenne rhizosphere waste residue was the highest. The content of free aluminum oxide varied from 5053.72 to 7550.33 mg·kg–1. The content of free aluminum oxide in the rhizosphere waste residue of Broussonetia papyrifera was significantly higher than that of the control waste residue (P<0.05), the content of free aluminum oxide in the rhizosphere waste residues of Arundo donax and Robinia pseudoacacia was significantly lower than that of the control waste residue (P<0.05), and the content of free aluminum oxide in the rhizosphere waste residues of Cryptomeria fortunei, Photinia serrulata and Lolium perenne was not significantly different from that of the control waste residue (P>0.05). The content of free alumina in the rhizosphere waste residues of Broussonetia papyrifera and Robinia pseudoacacia was significantly higher than that of nonrhizosphere waste residue (P<0.05), and the content of free alumina in the rhizosphere waste residues of Arundo donax and Robinia pseudoacacia was significantly lower than that of nonrhizosphere waste residue (P<0.05). The content of free alumina in the rhizosphere waste residue of Arundo donax was the lowest, while the content of free alumina in the rhizosphere waste residue of Broussonetia papyrifera was the highest.
Table 1 Influence of phytoremediation on physicochemical properties of waste residue
Treatment
|
pH
|
Eh
|
DOC
|
Fed
|
Ald
|
mV
|
mg·L-1
|
mg·kg-1
|
mg·kg-1
|
CWR
|
7.64±0.01g
|
205±5.37gh
|
6.14±0.20a
|
1232.79±134.27bc
|
7033.73±114.44d
|
BR
|
7.32±0.03c
|
179.8±4.95cd
|
20.77±0h
|
773.9±22.38a
|
7550.33±110.02e
|
BNR
|
7.47±0.06e
|
195.65±3.61efg
|
14.30±1.19cd
|
1478.06±33.57gh
|
7003.77±257.49d
|
CR
|
7.62±0.07g
|
147.55±6.29a
|
15.65±0.21e
|
1343.56±22.38def
|
6634.09±97.02cd
|
CNR
|
7.41±0.01d
|
156.15±2.76ab
|
14.46±0.02d
|
1422.68±89.51fg
|
6582.27±657.36cd
|
AR
|
7.41±0.01d
|
187.1±1.41de
|
16.86±1.32f
|
1292.13±58.43cde
|
5053.72±2188.91a
|
ANR
|
7.27±0.08bc
|
200.1±8.34fgh
|
14.55±0.78de
|
1394.99±27.97efg
|
6625.06±255.21cd
|
RR
|
7.39±0.04d
|
161.45±10.82b
|
18.62±0.69g
|
1181.36±117.49b
|
5822.16±884.22b
|
RNR
|
7.53±0.05f
|
172.7±14.71c
|
13.36±0.02cd
|
1300.04±16.78cde
|
6664.39±92.34cd
|
PR
|
7.22±0.04a
|
211±21.21h
|
13.19±0.02bc
|
1410.81±106.3fg
|
6374.98±326.92cd
|
PNR
|
7.3±0.03bc
|
185.1±8.49de
|
12.15±1.03b
|
1284.22±16.78cd
|
6716.04±18.2cd
|
LR
|
7.26±0.06ab
|
185.6±6.36de
|
18.94±0.43g
|
1917.17±173.43i
|
6886.73±371.39d
|
LNR
|
7.33±0.02c
|
192.5±7.78ef
|
20.42±0.32h
|
1525.53±11.19h
|
6945.02±217.16d
|
CWR = Control waste residue; BR = Broussonetia papyrifera rhizosphere waste residue; BNR = Broussonetia papyrifera nonrhizosphere waste residue; CR = Cryptomeria fortunei rhizosphere waste residue; CNR = Cryptomeria fortunei nonrhizosphere waste residue; AR = Arundo donax rhizosphere waste residue; ANR = Arundo donax nonrhizosphere waste residue; RR = Robinia pseudoacacia rhizosphere waste residue; RNR = Robinia pseudoacacia nonrhizosphere waste residue; PR = Photinia serrulata rhizosphere waste residue; PNR = Photinia serrulata nonrhizosphere waste residue; LR = Lolium perenne rhizosphere waste residue; LNR = Lolium perenne nonrhizosphere waste residue; the same applies below. Fed = free iron oxide; Ald = free aluminum oxide. Different lowercase letters indicate significant differences at P<0.05.
Influence of phytoremediation on the chemical structure of waste residue
The waste residue was characterized by Fourier-transform infrared spectroscopy, and the characterization results are shown in Figure 1. According to the classification of the infrared absorption peaks [26,27,28], 3411 cm–1 corresponds to the stretching vibration of hydroxyl groups. The telescopic vibrations of CH3 and CH2 in aliphatic groups occur near 2922 and 2852 cm–1, respectively. The peak at 1624 cm–1 comes from C = O in aromatic amides. The peaks at 1439 and 876 cm–1 are characteristic peaks of calcite-based calcium carbonate. The peak at 1086 cm–1 may be due to C-O stretching vibrations in carbohydrates or Si-O stretching vibrations in organosilicates. The twin peaks at 798 and 780 cm–1 are typical quartz peaks, corresponding to the stretching vibrations of Si-O bonds in quartz crystals perpendicular to and parallel to the optical axis. The peak at 698 cm–1 corresponds to carboxyl group bending deformation vibrations. The peaks at 521 and 465 cm–1 may be due to Si-O-Al and Si-O-Mg bending vibrations in montmorillonite. The results of infrared spectral analysis showed that the peak strength of hydroxyl groups, aliphatic groups, aromatic groups, calcite and quartz in the rhizosphere waste residue of the 6 kinds of plants after restoration decreased to different degrees compared with the control waste residue and the peak strength of carbohydrates/organosilicates.
Effects of phytoremediation on the contents of arsenic and antimony in waste residue
The contents of arsenic and antimony in the waste residues are shown in Figure 2. Compared with the control waste residue, the content of arsenic in the waste residues under different phytoremediation effects varied; the content of arsenic in the rhizosphere waste residues of Broussonetia papyrifera, Cryptomeria fortunei, Arundo donax and Robinia pseudoacacia was significantly lower than that of the control waste residue (P<0.05), and the content of arsenic in the rhizosphere waste residues of Photinia serrulata and Lolium perenne was significantly higher than that of the control waste residue (P<0.05). The contents of arsenic in the rhizosphere waste residue of different plants were also different. The contents of arsenic in the rhizosphere waste residues of Cryptomeria fortunei and Lolium perenne were significantly higher than that of nonrhizosphere waste residue (P<0.05), and the contents of arsenic in the rhizosphere waste residues of Broussonetia papyrifera, Robinia pseudoacacia and Photinia serrulata were significantly lower than that of nonrhizosphere waste residue (P<0.05). The content of arsenic in the rhizosphere waste residues of Photinia serrulata and Lolium perenne was significantly higher than that in the corresponding residues of the other four plants (P<0.05), and there was no significant content of arsenic in the rhizosphere waste residues of the other four plants (P>0.05).
The effect of the six phytoremediation treatments on the content of antimony in the waste residue followed a similar rule; that is, the content of antimony in the waste residues of the six rhizospheres was significantly lower than that of the control waste residue (P<0.05), with a decrease of 78.46–712.61 mg·kg–1. However, the content of antimony in the rhizosphere and nonrhizosphere waste residue of different plants exhibited different trends: the content of antimony in the rhizosphere waste residues of Broussonetia papyrifera and Robinia pseudoacacia was significantly lower (P<0.05) than that in nonrhizosphere waste residue, and the content of antimony in the rhizosphere waste residues of other plants was not significantly different (P>0.05). The content of antimony in the rhizosphere residues of the 6 plants was, from high to low, Lolium perenne > Photinia serrulata > Broussonetia papyrifera > Cryptomeria fortunei > Arundo donax > Robinia pseudoacacia.
Effects of phytoremediation on the valence characteristics of arsenic and antimony in waste residue
As can be seen from Figure 3, the content of inorganic arsenic in the control waste residue was 927.77 mg·kg–1, and the content of inorganic arsenic in the plant rhizosphere and nonrhizosphere waste residue was 501.36–689.81 mg·kg–1. The content of arsenic(III) in the waste residue was significantly higher (P<0.05) than that of arsenic(V), and the content of arsenic(III) and arsenic(V) in the rhizosphere waste residues of the six plants was significantly lower (P<0.05) than that in the control waste residue. The content of arsenic(III) and arsenic(V) in the rhizosphere waste residue was lower than that in the nonrhizosphere waste residue. The contents of arsenic(III) and arsenic(V) in the rhizosphere waste residues of the six plants were as follows, from high to low: Lolium perenne > Robinia pseudoacacia > Arundo donax> Cryptomeria fortunei > Broussonetia papyrifera.> Photinia serrulata. The inorganic antimony content of the control waste residue was 626.17 mg·kg–1, and the inorganic antimony content of the rhizosphere and nonrhizosphere waste residue was 345.95–738.78 mg·kg–1. The content of antimony(III) in the control residues and rhizosphere residues was significantly higher than that of antimony(V). The contents of antimony(III) and antimony(V) in the rhizosphere waste residues of the 6 plants were significantly lower than those of the control waste residue and nonrhizosphere waste residue (P<0.05). The ratios of arsenic(III) and antimony(III) to arsenic(V) and antimony(V), respectively, were higher than those of the control residues and nonrhizosphere residues.
Effects of phytoremediation on the occurrence of arsenic and antimony in waste residue
According to the morphology of arsenic and antimony in the waste residue (Figure 4), the morphology of arsenic and antimony in the waste residue after phytoremediation changed significantly compared with that in the control waste residue. The proportions of the occurrence forms of arsenic in the control slag were as follows, from high to low: residual state, exchangeable state, calcium-bound state, aluminum-bound state, and iron-bound state; the proportions of the occurrence forms of antimony were as follows, from high to low: calcium-bound state, exchangeable state, residual state, aluminum-bound state, and iron-bound state. The proportions of arsenic forms in the rhizosphere waste residues of plants were as follows, from high to low: residual state, exchangeable state, and calcium-bound state; the proportions of antimony were as follows, from high to low: residual state, calcium-bound state, exchangeable state, aluminum-bound state, and iron-bound state. The proportions of residual arsenic and antimony in the rhizosphere waste residue of plants were the highest and were significantly increased compared with those of the control waste residue; the proportions of exchangeable, aluminum-bound and calcium-bound arsenic and antimony were mostly lower than those of the control waste residue; the proportions of iron-bound arsenic and antimony were not significantly changed compared with those of the control waste residue. The proportions of residual arsenic and antimony in the rhizosphere waste residue were lower than that in nonrhizosphere waste residue, the proportion of exchangeable arsenic and antimony in the rhizosphere waste residues of Broussonetia papyrifera and Arundo donax was higher than that in nonrhizosphere waste residue, and the proportion of exchangeable arsenic and antimony in the rhizosphere waste residues of Cryptomeria fortunei and Robinia pseudoacacia was lower than that in nonrhizosphere waste residue.
Distribution characteristics of arsenic and antimony in plant tissues
As seen from Figure 5, the trends of arsenic and antimony in different plant tissues are obviously different. The arsenic content varied from 0.076 to 1.564 mg·kg–1 in the tissues of the six plants. The order of arsenic content in the tissues of Broussonetia papyrifera, Cryptomeria fortunei and Arundo donax was root > leaf > stem, while the order of arsenic content in the tissues of Photinia serrulata was stem > root > leaf. The arsenic content in Lolium perenne roots was significantly higher than that in leaves (P<0.05). The arsenic content in roots and leaves of Lolium perenne was significantly higher than that of other plants (P<0.05), and the total arsenic content in the roots, stems and leaves of the six plants followed the order Lolium perenne > Photinia serrulata > Robinia pseudoacacia > Arundo donax > Broussonetia papyrifera > Cryptomeria fortunei.
The antimony content in the tissues of the six plants varied from 0.022 to 0.488 mg·kg–1. The antimony content in the tissues of Cryptomeria fortunei and Robinia pseudoacacia was in the order of root > leaf > stem; the antimony content in the tissues of Broussonetia papyrifera, Arundo donax and Photinia serrulata was in the order of root > stem > leaf; and the antimony content in the roots of Lolium perenne was significantly higher than that in the leaves (P<0.05). The content of antimony in the roots and leaves of Lolium perenne was significantly higher than that of other plants (P<0.05), and the total content of antimony in the roots, stems and leaves of the 6 plants followed the order Lolium perenne > Cryptomeria fortunei > Robinia pseudoacacia > Photinia serrulata > Arundo donax > Broussonetia papyrifera, from high to low.
The enrichment coefficients of arsenic and antimony in the waste residues of the 6 plants are shown in Table 2. The variation ranges of the enrichment coefficients of arsenic and antimony in the 6 plants are as follows: 0.00012–0.00064 and 0.00004–0.00021, respectively. The enrichment coefficients of arsenic and antimony in Lolium perenne were significantly higher than those in other plants.
Table 2. Enrichment coefficients of arsenic and antimony in plants
Plant species
|
Enrichment coefficient
|
As
|
Sb
|
Broussonetia papyrifera
|
0.00014
|
0.00004
|
Cryptomeria fortunei
|
0.00012
|
0.00013
|
Arundo donax
|
0.00016
|
0.00007
|
Robinia pseudoacacia
|
0.00018
|
0.00013
|
Photinia serrulata
|
0.00016
|
0.00006
|
Lolium perenne
|
0.00064
|
0.00021
|
Enrichment coefficient = arsenic and antimony content in plant/arsenic and antimony content in waste residue.
Physical and chemical properties of waste residue and principal component analysis of arsenic and antimony
Figure 6 shows the physicochemical properties of the waste residues and the principal component analysis results of arsenic and antimony following phytoremediation. The first two principal components (PCA1 and PCA2) explained 72.35% of the total variation, and PCA1 and PCA2 explained 46.23% and 26.12% of the variation, respectively. In the waste residue, As, Sb, F2, F5, F2 and f4 had large positive loads on PCA1, while Sb(III), Sb(V), F5 and pH had negative loads on PCA1. As(III), As(V), Fed, Ald, F1, F3, F4, F1, F3, and Eh had positive loads on PCA2, and DOC had a negative load on PCA2. In general, pH, Eh, free ferric oxide and aluminum showed a strong positive correlation with arsenic and antimony and a negative correlation with DOC.
The two-dimensional sequence diagram showed that the control waste residue samples were distributed on the positive axis of PCA2, which was positively correlated with arsenic, antimony, Eh and free iron and aluminum oxides in the waste residue and negatively correlated with DOC, indicating that the control waste residue contained higher contents of arsenic and antimony in various forms but very low contents of DOC. Plant root waste residue samples were mainly distributed along the negative axis of PCA2, which was positively correlated with DOC in waste residue, indicating that plant root waste residue had a lower arsenic and antimony content and higher DOC content.