2.1 Decomposition of PS
2.1.1 Under static water conditions
Figure 3 illustrates the normalized concentration of PS with small sample errors in the microcosms. The data indicate that PS decomposed to varying degrees when the PS concentration was 1, 8, or 20 g/L. PS decomposition reached 19.3–44.1% in A1 ~ A3, 28.8–48.9% in B1 ~ B3, and 56.8–89.8% in C1 ~ C3 (as shown in Table 3). The results indicated that PS decomposition in B1 ~ B3 was similar to that in A1 ~ A3 with no solid material. However, PS decomposition in C1 ~ C3, which had lime soil media, was significant, almost double that in B1 ~ B3, which had limestone media.
Table 3
Decomposition parameters of PS in the microcosm experiment
Parameters
|
Unit
|
Control
| |
Limestone
| |
Lime soil
|
---|
A1
|
A2
|
A3
| |
B1
|
B2
|
B3
| |
C1
|
C2
|
C3
|
---|
PS*
|
g/L
|
0.78
|
4.16
|
11.76
| |
0.49
|
5.18
|
13.83
| |
0.10
|
2.28
|
8.29
|
Decomposition percentage
|
%
|
19.3
|
44.1
|
38. 5
| |
48.9
|
30.9
|
28.8
| |
89.8
|
71.6
|
56.8
|
Decay rate constant k
|
10− 3 • d− 1
|
2.17
|
5.88
|
4.91
| |
6.78
|
3.73
|
3.43
| |
35.72
|
20.31
|
13.47
|
half-life
|
d
|
319.64
|
117.85
|
141.24
| |
102.21
|
185.90
|
202.12
| |
19. 41
|
34.13
|
51.56
|
R2
|
—
|
0.94
|
0.87
|
0.88
| |
0.90
|
0.85
|
0.82
| |
0.96
|
0.97
|
0.95
|
Note: * Residual concentration of PS at the end of the experiment. |
The first-order decay rate constant (k) and half-life of PS were determined by fitting the PS normalized concentration curve using the exponential equation ln (Ct/C0) = -kt, as presented in Table 3. The determination coefficient (R2) ranged from 0.82 to 0.97, indicating the high credibility of the fitting results. In the control groups A1 ~ A3, the rate constant k ranged from 2.2 to 5.9 × 10− 3 /d, which was higher than that in a previous study k was estimated to be 0.37 × 10− 3 /d under similar experimental conditions with deionized water at 20°C (Sra et al., 2010). This difference could be attributed to the high salinity of groundwater and high water temperature in our experiment, which can enhance the decomposition of PS (Tsitonaki et al., 2008). Sra et al. (2010) reported a wider range of PS decay rate constants (1.33 to 42.38 × 10− 3/d) in sandy to silty-sand calcite-rich aquifer materials. In our study, the rate constants ranged from 3.4 ~ 6.8 × 10− 3 /d for limestone groups B1 ~ B3 and 13.5 ~ 35.7 × 10− 3 /d for lime soil groups C1 ~ C3, indicating the significant influence of aquifer materials on PS decomposition, compared with groups A1 ~ A3.
The aim of the microcosm experiment was to understand the persistence of PS in karst caves under relatively hydrostatic conditions. The results showed that the presence of lime soil more significantly decreased the persistence of PS than the presence of limestone. Generally, shallow karst caves are often filled with lime soil, which is the weathering product of limestone. Therefore, ISCO with PS in karst caves should investigate the effect of filled matters on the decomposition of PS.
2.1.2 Under flowing water conditions
(1) Column experiment
A column experiment using a limestone-filled stainless-steel column was conducted to simulate a fractured karst aquifer. The concentrations of PS at Z2 were monitored during three instantaneous injections of PS from Z1, as shown in Fig. 4a. Similar to the bromide nonreactive tracer, the PS concentration increased and decreased with similar peak times. The peak concentrations of PS observed at Z2 were 121.3, 207.5, and 300.0 mg/L, corresponding to injection concentrations of 5, 10, and 20 g/L, respectively, at Z1. Based on the fitting of the exponential equation (R2 > 0.90), the peak concentrations followed a first-order decay model. The first-order decay rate constants of PS ranged from 5.272 to 14.895 d− 1 with half-lives of 0.047 ~ 0.131 d, while bromide had a rate constant of 2.183 d− 1 and a half-life of 0.317 d. PS had a greater decay rate and a shorter half-life than bromide, indicating that it can be consumed by chemical reactions. Some hydraulic parameters for the column were estimated based on the method of US EPA (2002). Compared with bromide, PS also had a shorter mean residence time, a greater average migration speed, and a smaller longitudinal diffusion coefficient, as shown in Table 4. With the increasing of PS concentrations injected, mean residence time and half-life of PS increased, and its persistence became better.
Table 4
Estimated parameters of tracers and PS in the column and conduit experiments
Group
|
Component
|
Concentration*
|
Recovery rate (%)
|
Mean residence time (d)
|
Average migration speed (m/d)
|
Longitudinal diffusion coefficient (m2/s)
|
Decay rate constant (d− 1)
|
Half-life (d)
|
R2
| |
Column
|
Br−
|
256
|
96.9
|
0.85
|
1.35
|
0.26×10− 5
|
2.183
|
0.317
|
0.94
| |
PS
|
5
|
53.8
|
0.55
|
2.08
|
0.44×10− 6
|
14.895
|
0.047
|
0.96
| |
PS
|
10
|
74.2
|
0.58
|
1.99
|
0.71×10− 6
|
6.904
|
0.100
|
0.99
| |
PS
|
20
|
67.0
|
0.66
|
1.75
|
0.73×10− 6
|
5.272
|
0.131
|
0.97
| |
Conduit
|
Fluorescein
|
44
|
91.9
|
3.48
|
1.08
|
0.39×10− 5
|
0.59
|
1.174
|
0.98
| |
PS
|
5
|
60.4
|
4.14
|
0.89
|
0.51×10− 5
|
0.408
|
1.698
|
0.93
| |
PS
|
10
|
68.2
|
3.92
|
0.94
|
0.75×10− 5
|
0.436
|
1.591
|
0.90
| |
PS
|
20
|
59.5
|
3.20
|
1.15
|
0.98×10− 5
|
0.511
|
1.356
|
0.94
| |
Note: *Br−, mg/L; PS, g/L; sodium fluorescein (C20H10Na2O5), µg/L. |
(2) Karst conduit experiment
Sodium fluorescein as a nonreactive tracer was used to carry out a tracer test prior to three instantaneous injections of PS at concentrations of 5, 10, and 20 g/L. The breakthrough curves of fluorescein and PS concentrations at K8 are shown in Fig. 4b. When PS was injected at a concentration of 5 or 10 g/L, the peak times were similar. However, an earlier peak occurred when the injected concentration of PS was 20 g/L. PS exhibited a similar trailing curve to fluorescein, with extremely low concentrations at the end of the experiment.
The mean residence times and the average migration speeds of PS ranged from 3.20 to 4.14 d and from 0.89 to 1.15 m/d, respectively, while those of fluorescein were 3.48 d and 1.08 m/d, respectively. PS and fluorescein had similar residence times, migration speeds, and hydrodynamic coefficients (as shown in Table 4). The first-order decay rate constants of PS ranged from 0.408 to 0.511 d− 1, with half-lives of 1.356 to 1.698 d, which were close to those of fluorescein. These characteristic parameters suggest that PS strongly persisted in the karst conduit model.
Because bromide and fluorescein are two common nonreactive tracers in hydrogeologic filed investigation, they can act as reliable references for the decomposition of PS in the experiments. Compared to the column experiment, the conduit experiment showed lower decay rate constants, longer half-lives, and better persistence of PS under the similar flow rate conditions. Compared with the microcosm experiment under static water conditions, the persistence of PS in the column and conduit experiments decreased greatly, due to the processes of flow water. The static water condition is more favourable for ISCO-PS technology in the remediation of groundwater contamination.
2.2 Influencing factors of PS persistence
2.2.1 Advection and dispersion
Advection and dispersion are two main hydrodynamic factors affecting the fate and transport of a solute in aquifers (Sakr et al., 2023), which can lead to a mass loss of PS within an aquifer volume. The faster the velocity of flow water is, the greater the PS mass loss, and the shorter the PS mean residence time. For example, at an injected concentration of 5 g/L, the migration speeds of PS in the column and conduit were 2.08 and 0.89 m/d, respectively, and the mean residence times were 0.55 and 4.14 d, respectively (Table 4). In the limestone column, filled matters decreased the cross-sectional area and accelerated the migration speed. As shown in Table 3, the half-lives of PS in the column and conduit experiments were less than 2 d. However, the half-lives of PS in the microcosm experiment ranged from 19 to 320 d. This suggests that the persistence of PS in aquifers is subject to advection and dispersion, and that static water conditions greatly help to improve the persistence of PS.
2.2.2 Organic matter content (OMC)
The impact of OMC on the persistence of PS was examined in the microcosm experiment. PS can be consumed and activated by high OMC in lime soil. For example, Ahmad et al. (2013) suggested that phenol salts in organic matter can activate PS to produce \(\:{\text{SO}}_{\text{4}}^{-·}\)and \(\:{\text{HOO}}^{\text{·}}\)under neutral to alkaline conditions. As shown in Table 5, microcosms B4 and C4, which did not contain PS, had stable OMC, DOC and TOC contents without significant change. However, microcosms B1 ~ B3 and C1 ~ C3, which contained PS, showed significant changes in OMC, TOC, and DOC. As the initial concentration of PS increased, the residual contents of OMC and TOC decreased, and the mean concentration of DOC increased. In particular, microcosms C1 ~ C3 showed more significant changes than microcosms B1 ~ B3 (Fig. 4) due to the large differences in OMC. The initial OMC in the limestone and lime soil groups were 8.95 and 45.57 g/kg, respectively. More PS was consumed at higher OMC and more DOC was produced. The maximum concentrations of DOC reached 12.24 mg/L in B1 ~ B3 and 150.93 mg/L in C1 ~ C3. According to Fang et al. (2018), the reaction between OMC and PS can produce some intermediates, such as alkyl RH, as shown in the following reaction equation.
$$\:{\text{S}}_{\text{2}}{\text{O}}_{\text{8}}^{\text{2-}}\text{+SOM=S}{\text{O}}_{\text{4}}^{\text{·-}}\text{+RH}$$
1
$$\:\text{S}{\text{O}}_{\text{4}}^{\text{·-}}\text{+RH=S}{\text{O}}_{\text{4}}^{\text{2-}}\text{+R}$$
2
Therefore, OMC in aquifers can partially consume the injected PS. The higher the OMC is, the greater the consumption of PS, and consequently, the poorer the persistence of PS. When karst aquifers contain lime soil rich in OMC, the persistence of PS decreases.
Table 5
Variations in OMC, TOC, and DOC in microcosms
Group
|
Number
|
Initial concentration
(g/L)
|
OMC
(g/kg)
|
TOC
(g/kg)
|
DOC
(mg/L)
|
Initial
|
Residual
|
Initial
|
Residual
|
Range
|
Mean
|
Limestone
|
B1
|
1
|
8.95
|
7.92
|
0.49
|
0.44
|
4.42 ~ 10.06
|
6.8
|
B2
|
8
|
4.02
|
0.24
|
4.42 ~ 14.27
|
11.01
|
B3
|
20
|
2.88
|
0.18
|
4.42 ~ 17.12
|
12.24
|
B4
|
–
|
8.89
|
0.48
|
5.68 ~ 12.95
|
9.43
|
Lime soil
|
C1
|
1
|
45.57
|
43.46
|
2.17
|
1.96
|
22.70 ~ 29.26
|
25.33
|
C2
|
8
|
35.07
|
1.67
|
27.14 ~ 139.06
|
56.64
|
C3
|
20
|
24.63
|
1.17
|
22.03 ~ 389.56
|
150.93
|
C4
|
–
|
45.32
|
2.15
|
10.96 ~ 20.34
|
16.63
|
2.2.3 Type of aquifer materials
In carbonate rock areas, limestone and lime soil are the main aquifer materials. As shown in Table 1, limestone mainly contained calcium oxide with mass ratio of 53.87%. Lime soil was composed of silica oxide, calcium oxide, iron oxide, and manganese oxides with mass ratios of 41.29%, 5.39%, 0.92%, and 1.59%, respectively. Carbonates in limestone can adjust the pH and absorb hydrogen ions produced by PS decomposition, being favourable for inhibit the environmental acidification. In microcosms, PS at concentrations of 8 and 20 g/L exhibited better persistence in limestone material, primarily attributed to the pH regulation capability of limestone. However, the main component of limestone, CaO, undergoes lime hydration to form hydrated lime (Ca(OH)2) when in contact with water, which can release heat and create an alkaline environment. Recent studies have shown that PS decomposition accelerates under increased temperature and alkaline conditions. Alkaline conditions can induce PS decomposition (Furman et al., 2010), generating \(\:{\text{SO}}_{\text{4}}^{\text{-·}}\), \(\:\text{HO}\text{·}\), and \(\:{\text{O}}_{\text{2}}^{\text{-·}}\) radicals, which efficiently degrade polycyclic aromatic hydrocarbons (Liang and Guo, 2012). In this study, the pH range of the limestone group was 5.7–7.9, primarily neutral to slightly alkaline, and therefore the effect of alkaline catalysis on PS was not significant. Furthermore, carbonate ions (HCO3−/CO32−) possibly consume the sulphate radicals (\(\:{\text{SO}}_{\text{4}}^{\text{-·}}\)) produced by PS, as shown in the Eq. 4–5 (Liang et al., 2006; Bennedsen et al., 2012). This may be detrimental to the efficiency of persulfate oxidation.
$$\:\text{S}{\text{O}}_{\text{4}}^{\text{•-}}\text{+}{\text{HCO}}_{\text{3}}^{\text{-}}\text{=}{\text{SO}}_{\text{4}}^{\text{2-}}\text{+}{\text{HCO}}_{\text{3}}^{\text{•}}$$
4
$$\:\text{S}{\text{O}}_{\text{4}}^{\text{•-}}\text{+}{\text{CO}}_{\text{3}}^{\text{2-}}\text{=}{\text{SO}}_{\text{4}}^{\text{2-}}\text{+}{\text{CO}}_{\text{3}}^{\text{•-}}$$
5
The composition of lime soil is complex, containing not only high levels of organic matter but also indigenous microorganisms (Zhu et al., 2018). Studies have indicated that PS can inhibit the activity of certain microbial species (Sutton et al., 2013; Chen, 2016). However, in this study, PS reacts with the organic matter in lime soil, resulting in partial consumption, which attenuates its inhibitory effect on microorganisms. In some contaminated soils, this attenuation facilitates the combined remediation by PS and biodegradation. For instance, Tsitonaki et al. (2008) found that persulfate concentrations up to 10 g/L did not impact the indigenous microorganisms. When iron or manganese oxides are present in aquifers, PS may react with them to produce \(\:{\text{S}}_{\text{2}}{\text{O}}_{\text{8}}^{\text{-·}}\), which subsequently undergoes a free-radical chain reaction, resulting in the production of \(\:{\text{SO}}_{\text{4}}^{\text{-·}}\) (Liu et al., 2016). Therefore, different aquifer materials may lead to different persistence of PS. Limestone aquifers are suitable for ISCO technology, while lime soil aquifers are more suitable for combined ISCO and biodegradation remediation.
2.2.4 PS concentration
In static water without added materials, the decomposition of PS accelerated as the concentration of PS increased. However, when aquifer materials were added, a higher PS concentration led to a longer half-life and improved persistence. For instance, with increasing initial PS concentration, PS decomposition increased in A1 ~ A3 but decreased in B1 ~ B3 and C1 ~ C4. This suggested that PS with higher initial concentration had better persistence in limestone and lime soil material. In flowing water with aquifer material, the persistence of PS also increased with increasing concentration, with half-lives of 0.047, 0.100, and 0.131 h for PS concentrations of 5, 10, and 20 g/L, respectively. However, in flowing water without aquifer material such as conduit flow, the persistence of PS decreased with increasing concentration, with half-lives of 1.698, 1.591, and 1.356 d for PS concentrations of 5, 10, and 20 g/L, respectively. Overall, with the increasing of the initial PS concentrations, the persistence of PS decreased in the absence of aquifer material but increased in the presence of aquifer material.
2.3 Hydro-chemical responses
2.3.1 pH
The decomposition of PS can generate H+, leading to a decrease in pH, and excessively low pH promotes the production of \(\:{\text{SO}}_{\text{4}}^{\text{·-}}\) (Liang et al., 2007), as shown in Eqs. 6 ~ 8.
$$\:\text{2}{\text{S}}_{\text{2}}{\text{O}}_{\text{8}}^{\text{2-}}\text{+2}{\text{H}}_{\text{2}}\text{O=4S}{\text{O}}_{\text{4}}^{\text{2-}}\text{+}{\text{O}}_{\text{2}}\text{+4}{\text{H}}^{\text{+}}$$
6
$$\:{\text{S}}_{\text{2}}{\text{O}}_{\text{8}}^{\text{2-}}\text{+}{\text{H}}^{\text{+}}\text{=H}{\text{S}}_{\text{2}}{\text{O}}_{\text{8}}^{\text{-}}$$
7
$$\:\text{H}{\text{S}}_{\text{2}}{\text{O}}_{\text{8}}^{\text{-}}\text{=S}{\text{O}}_{\text{4}}^{\text{2-}}\text{+S}{\text{O}}_{\text{4}}^{\text{•-}}\text{+}{\text{H}}^{\text{+}}$$
8
The results of the microcosm experiments shown in Table 6 indicate that higher initial concentrations of PS lead to greater decreases in pH. When the PS concentration was 20 g/L, the average pH values of A3, B3, and C3 decreased to 2.0, 6.0, and 3.7, respectively. The limestone contained in microcosm B3 acted as a buffer for pH changes. Similarly, in the column and conduit experiments involving limestone, the average pH of the aqueous solution was above 7.5, indicating weak alkalinity. The results suggest that higher concentrations of PS had a more significant impact on pH under static water conditions, but the presence of limestone, especially under flowing water, mitigated this effect of PS on pH.
Table 6
Variation in pH during the experiments
Microcosms
|
Column
|
Conduit
|
---|
Group
|
Condition
|
Range
|
Mean
|
Group
|
Range
|
Mean
|
Group
|
Condition
|
Range
|
Mean
|
Control
|
A1
|
7.0 ~ 7.8
|
7.3
| |
8.17 ~ 8.64
|
8.35
| |
K1
|
7.8 ~ 8.0
|
7.9
|
A2
|
1.8 ~ 6.7
|
3
|
5 g/L
|
5 g/L
| | | |
A3
|
1.4 ~ 3.5
|
2
| | |
K8
|
7.5 ~ 8.0
|
7.8
|
Limestone
|
B1
|
7.2 ~ 7.8
|
7.5
| | | | | | | |
B2
|
6.4 ~ 7.0
|
6.6
| |
8.13 ~ 8.36
|
8.21
| |
K1
|
8.0 ~ 8.2
|
8.1
|
B3
|
5.7 ~ 6.5
|
6
|
10 g/L
|
10 g/L
| | | |
B4
|
7.3 ~ 7.9
|
7.5
| | |
K8
|
7.3 ~ 8.2
|
7.8
|
Lime soil
|
C1
|
6.4 ~ 7.5
|
7
| | | | | | | |
C2
|
3.6 ~ 7.0
|
4.7
| |
8.06 ~ 8.28
|
8.19
| |
K1
|
8.0 ~ 8.4
|
8.2
|
C3
|
3.2 ~ 6.6
|
3.7
|
20 g/L
|
20 g/L
| | | |
C4
|
6.7 ~ 7.7
|
7
| | |
K8
|
7.7 ~ 8.2
|
8
|
2.3.2 DO
In the control and limestone groups of microcosms, the DO concentration significantly increased as the initial concentration of PS increased. When the initial concentration of PS reached 20 g/L, the DO concentrations in A3 and B3 increased, with peak values of 17.3 and 16.6 mg/L, respectively (Fig. 6), while the DO concentration in B4, without PS added, remained stable. The results confirmed that the decomposition of PS generated oxygen according to the chemical equation shown in Eq. 7(Liang et al., 2007). In microcosms C1 ~ C4 of the lime soil group, the oxygen demand by high OMC caused DO concentrations decreased to 2.9, 1.8, 3.1, and 2.5 mg/L at the end of the experiment, respectively.
Compared with those under static water conditions, there was no significant accumulated in the DO concentration under flowing water. DO concentrations ranged from 9.51 to 9.73 mg/L in the column experiment and from 7.21 to 8.12 mg/L in the conduit experiment, close to the background groundwater value.
Oxygen is the strongest electron acceptor in the aerobic biodegradation. The generation of oxygen during the decomposition of PS can enhance bioprocesses for the removal of organic contaminants (Guo et al., 2020).
2.3.4 Calcium and bicarbonate ions
The presence of PS caused significant changes in the concentrations of Ca2+ and HCO3− in microcosms B1 ~ B3 and C1 ~ C3 (Fig. 7). Large amounts of Ca2+ were produced due to acid accumulation, which enhanced the dissolution of CaO. For instance, the Ca2+ concentration in microcosm C3 reached 550.7 mg/L on day 1, which was ten times the background value in groundwater. The concentration of HCO3− also increased in microcosms B1 ~ B3 but decreased notably in microcosms C2 and C3. In cases where pH buffering was poor, such as in C1 ~ C3, carbonic acid mainly existed in its molecular form at low pH values, leading to a significant decrease in the HCO3− concentration. For example, the concentrations of HCO3− in C2 and C3 were close to 0 mg/L on days 7 and 3, respectively, reflecting the carbonic acid balance (Lin et al., 2023).
In contrast, Ca2+ and HCO3− remained relatively stable in the column and conduit experiments and had high pH buffering capacities under flowing water conditions.
2.3.5 Sulphate ions
The decomposition of PS can result in an increase in the SO42− concentration, as demonstrated by chemical equations (1) to (6). The rate of increase is greater in water environments with greater OMC. For example, at a PS concentration of 20 g/L, the SO42− concentration varied from 886.1 to 6805.7 mg/L for the limestone group and from 871.4 to 7871.7 mg/L for the lime soil group under static water conditions. OM in the lime soil group consumed more PS and generated more sulphate. However, the detectable SO42− concentration in the column and conduit experiments was lower than 25 mg/L due to SO42− loss caused by convection under flowing water.