3.1.1. Evolution of pH and Fluid Composition
The initial pH of all groups of experiments is 6. However, the pH values show different variation trends with the increase of reaction time. The pH values of the S1 series drop rapidly in the first 24 h and then become relatively stable. Afterwards, the pH values show small fluctuations around 3.5 (
Figure 2a). Concerning the S2 series, the pH values decrease very slightly in the first 24 h, followed by a slow rise to the 72 h, and remain relatively stable at about 6.0 afterwards (
Figure 2a). The changes of pH in S3 and S4 series are generally close to those in the short-term experiments. In S3 series the pH values decrease and stabilize at about 3.5, while in S4 series the pH remains close to 6.5, which is consistent with the results of short-term experiments (
Figure 3a). However, after nearly three months, the pH of both long-term experiments begins to rise slowly (
Figure 3a).
The concentrations of the major ions, i.e., Ca
2+, Mg
2+, Fe
3+, Al
3+, and SO
42−, show significant differences between the two sets of short-term experiments. In the S2 series, Ca
2+ is released into the fracturing fluid to the greatest extent among all of the measured ions. Ca increases rapidly in the first 72 h, reaching the maximum value of 140 mg/L, and after that the concentrations of Ca
2+ remain stable (
Figure 2b). For the S1 series, the Ca
2+ concentrations increase to a maximum value of 40 mg/L in the early stage, which is much less than that of the S2 experiments (
Figure 2b). The trends of Mg
2+ release into the fluids are similar to those of Ca
2+. In both S1 and S2 experiments, the concentrations of Mg
2+ increase within the first 72 h and are a little higher in S2 series (
Figure 2b).
The situation of the concentrations of Fe
3+ and SO
42− is different from that of Mg
2+ and Ca
2+. For the S1 experiments, the concentrations of Fe
3+ and SO
42− increase greatly within the first 24 h, after which they are maintained at approximately at 470 mg/L and 2400 mg/L respectively (
Figure 2c). The concentrations of aqueous Fe
3+ and SO
42− in the S2 experiments increase slightly with a maximum value of 8.5 mg/L and 124 mg/L, respectively (
Figure 2c). The trend of aqueous Al
3+ is similar to that of Fe
3+. In the S1 experiments, the concentrations of Al
3+ increase from less than 1 mg/L to about 85 mg/L within 72 h, while those of the S2 series are always low (
Figure 2d).
The changes of concentrations of Ca
2+, Mg
2+, Fe
3+, SO
42−, and Al
3+ in long-term S3 and S4 experiments are similar to those of the short-term S1 and S2 experiments. The fluids of the S4 experiments contain much more Ca
2+ and Mg
2+, but the increase of Fe
3+, SO
42− and Al
3+ is far less compared to S3 (
Figure 3).
The variation of major elements in the two sets of experiment indicates that the main reactions that occurred in these sets of experiments are different. In the analyzed shale, the main Fe and S bearing phase is pyrite, which can be easily oxidized. During the process of pyrite oxidation, sulfuric acid is generated [
35]. The tremendous increase of Fe
3+ and SO
42− within 24 h in the S1 experiments indicates a great generation of sulfuric acid, which results in the rapid drop of pH in the first 24 h. However, in the S2 experiments the increase of Fe
3+ and SO
42− is much less and that could account for the slight pH decrease with the first 24 h. The Ca
2+ and Mg
2+ are mainly released by dissolution of carbonate minerals including calcite [CaCO
3] and dolomite [Ca, Mg (CO
3)
2]. They can act as a pH buffer. In the S2 experiments, the finding of much higher concentrations of Ca
2+ and Mg
2+ suggests that the main reaction is dissolution of carbonate minerals, which leads to the slow rise of pH in the first 72 h. The slight decrease in the first 24 h caused by pyrite oxidation and the following rise caused by calcite dissolution in the S2 experiments also indicates that the dissolution of calcite is probably triggered by the sulfuric acid generated by pyrite oxidation.
The case of S3 and S4 experiments is similar to the short-term experiments. The main reaction that occurred is pyrite oxidation in S3 and carbonate mineral dissolution in S4. The slight rise of pH after 3 months (
Figure 3a) might be caused by clay minerals. The reaction between fracturing fluid and clay minerals would generate some substances that affect pH like silicate ions which are alkaline after hydrolysis [
36], causing the rise of pH of the solutions. Furthermore, after a long duration of experiments, the emergence of microorganisms and the degradation of some organic matter [
15] will also have an impact on the evolution of the fluids, making the situation more complicated and unpredictable.
In the shale, the Al-bearing minerals include clay minerals and feldspar. According to the results of XRD analysis of shale samples (
Table 2), the main source of Al in our experiments is feldspar. The content of feldspar in the S1 and S3 experiments is reduced by about 30% while in the S2 and S4 experiments there is almost no change of feldspar content. The different degrees of feldspar dissolution are mainly caused by pH, as feldspar can be corroded more easily under acidic conditions than under neutral conditions. Clay minerals also affect the release and transport of ions in shale. Many exchangeable ions attach to the surface of clay minerals, and when in contact with fluid, they are separated and diffused into water, which therefore influences the release of ions [
18]. Previous studies also have revealed that under acidic conditions clay minerals like illite release more Si and Al than under neutral and alkaline conditions [
37], which could also contribute to the different results of the S1(3) and S2(4) experiments. However, to what extent clay minerals will affect the release of ions is not clear yet and further study is needed.
3.1.2. Trace Elements and Contaminant Release
A major environmental concern is that hydraulic fracturing may lead to pollution of underground or surface waters [
21]. It has been reported that the fluid recovered during hydraulic fracturing contains many toxic or radioactive metals, e.g., As, Sr, Pb and U, most of which are released from the shale reservoirs through dissolution of shale minerals or degradation of organic matter [
38,
39,
40]. In this study, the concentrations of trace metals were analyzed to evaluate their source and amount of release.
As shown in
Table 3 and
Table 4, the concentrations of most of the metals are much higher in the S1 experiments than in S2. For example, the concentrations of Ni in the S1 experiments reach a maximum value of 4500 μg/L, while in S2 experiments it only reaches about 170 μg/L, far less than in S1. In addition, in both series of experiments, these metal elements are released into fluids within 24 h rapidly and remain relatively stable. The concentrations of these elements in S3 and S4 series are similar to the short-term experiments (
Table 5 and
Table 6). A very similar phenomenon is also exhibited by Fe
3+ and SO
42−, which are also much higher in the S1 experiments and released in the first 24 h. The similarity indicates that pyrite is the main source of metal elements in shales, which is consistent with the observation of previous studies [
41,
42]. Heavy metals can be incorporated into pyrite by different surface processes, including precipitation, co-precipitation, chemical or physical adsorption, ionic replacement, or redox reactions between dissolved cations and the surface of pyrite [
42,
43,
44,
45]. For example, Co and Ni can substitute for the Fe(II) in pyrite due to their similar ionic radii [
46], and elements (e.g., Cr, Pb, and Zn) that have higher water-exchange reaction kinetics than Fe(II) form metallic sulfides and co-precipitate with pyrite [
47]. When pyrite is oxidized, the incorporated metals are released along with Fe
3+ and SO
42−, leading to the different results of the experiments.
The concentrations of other elements, i.e., Ba, U and Sr, are much higher in the S2 and S4 experiments than in S1 and S3 (
Table 3,
Table 4,
Table 5 and
Table 6). However, Ba, as an element released from pyrite dissolution, is predicted to have greater concentrations in the S1 and S3 experiments. Considering the much higher concentrations of SO
42− in S1, this could be caused by the precipitation of BaSO
4. The source of U is more complicated. A study on Marcellus shale shows most U is held in silicate minerals and about 20% is hosted in carbonate minerals [
38]. Another study states that U is often found in association with organic matter because they can form complexes in low-energy environments [
42]. In this study, the concentrations of U are higher in the S2 and S4 experiments. This indicates that the source of U in our experiments can be the organic matter, which is also higher in S2 and S4 (
Table 1). In S4 experiments, there is a great increase of U concentration after 3 months. This could be a result of the degradation of organic matter in shale, a phenomenon observed by Marcon et al. (2017) [
15]. The concentrations of Sr exhibit an initially rapid increase for both the S1 and S2 experiments and reach their maximum values at about 72 h. This temporal trend is comparable to the observed behavior of Ca and Mg, indicating that the main source of Sr can be the carbonate minerals. Sr isotopes can be used as a tracer of fluid-rock interactions to help identify sources and flow paths of flowback and produced waters, but the Sr released from carbonate minerals dissolution can influence the composition and must also be taken into consideration [
35,
48,
49].
Although only some trace metals were investigated, the fracturing fluid recovered after experiments belongs to Class IV and V water according to GB/T 14848-2017 “Groundwater Quality Standard”, which means highly polluted and chemical toxic water. The elevated concentration of these metals is attributed to several acid-base and oxidation-reduction processes. Among these processes, attention should be paid to pyrite oxidation because it is the main source of heavy metals, and the sulfuric acid generated by it can also trigger carbonate minerals and feldspar dissolution. By minimizing the oxidation of pyrite, the concentrations of these toxic and radioactive elements can also be controlled.