3.3.1. Dominant Factors
The Gibbs diagram provides a qualitative framework for evaluating hydrochemical evolution processes, which are influenced by atmospheric precipitation (Marandi&Shand, 2018), evaporative concentration, and rock weathering. Although initially developed for surface water, the Gibbs diagram requires contour adjustments for groundwater analysis, as groundwater has a much longer residence time in aquifers. This extended residence time leads to extensive water-rock interactions, which expand the “rock weathering control” range (Marandi & Shand, 2018). The Gibbs diagram for groundwater in the study area shows that both unconfined and confined groundwater are predominantly located within the rock weathering zone (Fig. 3), indicating that groundwater in this area is primarily influenced by rock dissolution, with minimal influence from evaporation concentration or atmospheric precipitation. Some confined groundwater samples show a distinct clustering in γ(Na⁺)/γ(Na⁺+Ca²⁺), while γ(Cl⁻)/γ(Cl⁻+HCO₃⁻) displays no clear pattern.
3.3.2. Cation Exchange
Cation exchange is typically assessed by examining the relationship between γ (Mg²⁺ + Ca²⁺ − SO₄²⁻ − HCO₃⁻) and γ (Na⁺ − Cl⁻). If cation exchange occurs, the ratio between these two values should be approximately − 1(Xiao et al., 2015). As shown in Fig. 4a, confined groundwater exhibits a strong negative correlation (R² = 0.91) between γ (Mg²⁺ + Ca²⁺ − SO₄²⁻ − HCO₃⁻) and γ (Na⁺ − Cl⁻), with the ratio close to -1, indicating the occurrence of cation exchange in confined groundwater. In contrast, unconfined groundwater shows a ratio that deviates significantly from − 1, with a weaker correlation (R² = 0.29), suggesting that cation exchange is not prominent in unconfined groundwater. This observation is consistent with the findings of Ma et al., who reported cation exchange in confined groundwater within alluvial fan systems (Ma et al., 2022).
The chloro-alkaline indices (CAI-1 and CAI-2) are used to characterize the direction and intensity of ion exchange during groundwater chemical evolution (Singh et al., 2015; Nematollahi et al., 2018). When CAI-1 and CAI-2 are less than 0, it indicates forward cation exchange, where Ca²⁺ or Mg²⁺ in groundwater displaces Na⁺ from aquifer minerals. Conversely, when CAI-1 and CAI-2 are greater than 0, it suggests reverse cation exchange, where Na⁺ in groundwater displaces Ca²⁺ or Mg²⁺ from aquifer minerals (Wang et al., 2015). Figure 4b shows the relationship between the chloro-alkaline indices and TDS for confined groundwater, where most CAI-1 and CAI-2 values are less than 0, indicating forward cation exchange. This suggests that Ca²⁺ and Mg²⁺ in confined groundwater have exchanged with Na⁺ and K⁺ from the surrounding rock, consistent with previous analyses. The larger absolute values of CAI-2 further indicate stronger ion exchange. Along the groundwater flow path, the particle size of confined aquifer media in the alluvial plain gradually becomes finer, with an increase in clay minerals. This enhances cation exchange, as surface-adsorbed Na⁺ is replaced by Ca²⁺ and Mg²⁺ in the water.
3.3.3. Dissolution Processes
The primary minerals in the study area’s strata include sulfates, carbonates, silicates, and halite. Sulfate minerals consist mainly of gypsum and mirabilite, carbonate minerals include calcite and dolomite, and silicate minerals are primarily quartz, mica, and feldspar. Through weathering and water-rock interactions, these minerals dissolve into the groundwater, contributing to its chemical composition (Mahamuda et al., 2024; You et al., 2024). Ion ratio relationships are used to analyze these dissolution processes.
Unconfined groundwater sampling points are located near the line γ (Na⁺ + K⁺)/γ (Cl⁻) = 1 (Fig. 5a), indicating that the hydrochemical composition of unconfined groundwater is primarily influenced by halite dissolution. In contrast, most confined groundwater sampling points are positioned above γ (Na⁺ + K⁺)/γ (Cl⁻) = 1, suggesting that, in addition to halite dissolution, the hydrochemical composition of confined groundwater may also be affected by the dissolution of other sodium salts. In the confined groundwater of the river alluvial plain, Na⁺ + K⁺ concentrations deviate significantly from the 1:1 line, likely due to cation exchange, resulting in Na⁺ + K⁺ concentrations exceeding those of Cl⁻.
Both unconfined and confined groundwater sampling points are positioned above the line γ (Ca²⁺ + Mg²⁺)/γ (HCO₃⁻) = 1 (Fig. 5b), indicating that, in addition to the weathering and dissolution of calcite and dolomite, other Ca²⁺-bearing minerals are also dissolving (Wang et al., 2024). A significant linear relationship is observed between γ (Ca²⁺ + Mg²⁺) and γ (HCO₃⁻ + SO₄²⁻) (Fig. 5c), with most groundwater sampling points falling below the line γ (Ca²⁺ + Mg²⁺)/γ (HCO₃⁻ + SO₄²⁻) = 1.
The relationship between γ (SO₄²⁻ + Cl⁻) and γ (HCO₃⁻) can be used to evaluate the contributions of sulfate and carbonate minerals to groundwater ions (Liu et al., 2023). Most unconfined and confined groundwater sampling points are located above the line γ (SO₄²⁻ + Cl⁻)/γ(HCO₃⁻) = 1 (Fig. 5d), indicating that sulfate dissolution is the dominant contributor to ions in the water, with Ca²⁺ primarily sourced from the dissolution of gypsum and mirabilite. A linear relationship between γ(Ca²⁺) and γ(SO₄²⁻) (Fig. 5e) further suggests that gypsum dissolution is the main source of both Ca²⁺ and SO₄²⁻ in the groundwater.
In addition to the increase in Na⁺ concentration in confined groundwater due to cation exchange, the primary sources of Na⁺ in groundwater are the weathering and dissolution of halite and mirabilite, while Ca²⁺ mainly originates from gypsum dissolution and, to a lesser extent, the weathering of carbonates. The parameter γ (Ca²⁺ + Mg²⁺ − HCO₃⁻) represents the Ca²⁺ concentration derived from gypsum dissolution, and γ [SO₄²⁻ − (Na⁺ − Cl⁻)] represents the SO₄²⁻ concentration from gypsum dissolution. If all SO₄²⁻ in the water samples is derived from gypsum dissolution, the value of γ (Ca²⁺ + Mg²⁺ − HCO₃⁻)/γ [SO₄²⁻ − (Na⁺ − Cl⁻)] should equal 1. As shown in Fig. 5f, groundwater sampling points in the study area are located near or below the y = x line, further confirming that SO₄²⁻ in groundwater primarily originates from gypsum dissolution.
PHREEQC software was used to calculate the saturation indices (SI) of various minerals to assess their dissolution and precipitation states (Liu et al., 2021; Kim et al., 2008). Generally, when SI < − 0.5, the mineral is in a dissolution state; when SI is between − 0.5 and 0.5, the mineral is in a dissolution-precipitation equilibrium state; and when SI > 0.5, the mineral is in a saturated state (Rouabhia et al., 2011).
In the groundwater environment of the study area, the saturation index (SI) of calcite ranges from − 0.69 to 1.43(Fig. 6), with an average of 0.25, indicating an overall state of equilibrium. The SI of dolomite ranges from − 2.13 to 2.52, averaging 0.09; most dolomite in unconfined groundwater is in equilibrium, with a small portion in a dissolution state, while dolomite in confined groundwater is generally in a saturated or equilibrium state. The SI of gypsum ranges from − 2.29 to − 0.49, with an average of − 1.60, indicating a general dissolution state. Halite has an SI range of − 8.54 to − 4.81, with an average of − 7.27, also indicating dissolution. Overall, these minerals show a higher dissolution capacity in unconfined groundwater than in confined groundwater. The saturation indices of minerals gradually increase from upstream to downstream, trending toward saturation.