1. Introduction
With the accelerating pace of urbanization, the structure and function of the city’s underlying surface have gradually changed, and numerous water areas, forest lands, grasslands, and farmlands have been replaced by impervious cement, asphalt, and other impermeable materials. This phenomenon has led to a decrease in water permeability of the underlying surface of the city, followed by an increase in surface runoff, a reduction in confluence time, and an increase in flood peaks [
1]. Meanwhile, surface runoff contains suspended solids, oxygen-consuming substances, nutrients, and toxic substances. Various pollutants, such as oils and fats enter rivers and lakes with runoff, resulting in contamination of the receiving water [
2,
3]. Among the various pollutants in rainfall runoff, nutrient salts (nitrogen and phosphorus) have attracted attention owing to their significant role in the eutrophication of water [
4,
5]. The Ministry of Water Resources evaluated 103 national lakes in 2011, and the comprehensive evaluation of the nutritional status of 471 reservoirs showed that the problem of eutrophication of lakes and reservoirs in China is extremely serious. The ratio of eutrophication in lakes and reservoirs is 100%, with urban storm water runoff being one of the main contributors [
6,
7]. Nitrogen and phosphorus are the two most important nutrients in ecosystems, and phosphorus is the main limiting element in eutrophication [
8,
9]. Therefore, the removal of phosphorus in urban rainfall runoff is an important research topic.
Bioretention is an efficient and economical rainwater treatment in the Low Impact Development (LID) management system. This treatment not only considerably affects runoff and peak reduction but also effectively and steadily removes the pollutants, such as suspended matter, heavy metal, oil, and oil and pathogenic bacteria in urban surface runoff [
10,
11,
12]; however, the removal efficiency of nutrient elements such as phosphorus exhibits a certain fluctuation [
13,
14,
15], in which the background value of phosphorus and the desorption of soluble phosphorus adsorbed at the later stages are the main causes of its destabilization. In the initial bioretention medium, natural soil with high permeability is selected, and sandy loam, loamy sand, and loam are considered as the best types of bioretention and used to date. The soil widely used at present is based on soil containing certain organic matter. As explicitly mentioned in certain design manuals and design methods for bioretention facilities, soil humus, such as hardwood, straw, or deciduous, should be added to mixed fillers to treat the soil [
16,
17]. In view of the deficiencies of traditional bioretention facilities for phosphorus purification, studies have shown that the addition of a certain amount of modifier can increase the phosphorus removal efficiency of the facility [
18,
19,
20]. On the basis of the actual soil texture in Feng Xi New city in Xi’an New area, this study devised a bioretention soil media (BSM) and added the modifier to improve the adsorption capacity of phosphorus. The effect of the modified filler dosage on the adsorption effect was studied through the static adsorption experiment. The adsorption capacity of the bioretention fillers after modifier addition was studied using the state adsorption experiment, which provides a reference for the ratio of phosphorus retention material in the biological field of Feng Xi New city.
2. Materials and Methods
2.1. Media Characteristics
The BSM contained 30% soil, 65% sand, and 5% wood chips (by mass). The soil was obtained locally from Feng Xi New city. The river sand was purchased from a local construction company. Wood chips were sourced from a flower market in Xi’an. Soil, sand, and wood chips were air-dried after one week later and passed through a 2-mm sieve. The sieved soil, which contained 16.86% sand, 75.02% silt, and 8.30% clay was classified as the silt loam according to the United States Department of Agriculture’s soil (USDA) texture classification. The mixture of soil and sand contained 49.05% of sand, 45.52% of powder, and 5.42% of clay without the wood chips and was classified as a sandy loam soil per USDA classification. In this study, zeolites, fly ash, water treatment residual (WTR), and medical stone were used as single modified fillers. WTR was obtained from a Xi’an’s drinking water treatment plant and aluminum salt was used as coagulant. Because the initial WTR contained much moisture, before use, the WTR were air-dried for at least one week, manually crushed and passed through a 2 mm sieve, and stored in a closed container to retain its moisture content and adsorption capacity constant. Zeolite and fly ash were purchased from a company in Shaanxi.
The pH, organic matter content, water-soluble phosphorus, total amount of metal element iron, aluminum, calcium, and magnesium in each component of the bioretention medium were measured before the experiment. The pH was measured using an HQ40D three-parameter tester (HACH, Loveland, CO, USA) (1/2.5 w/v), and the organic matter content was determined by potassium dichromate volumetric method (NY/T 85-1998). The total phosphorus (TP) was determined by potassium persulfate oxidation ultraviolet spectrophotometry (ascorbic acid and ammonium molybdate, 800 nm, detection limit of 0.6 mg/L). The water-soluble phosphorus was vacuum-filtered through a 0.22 μm membrane (XINYA, Shanghai, China) and then subjected to potassium persulfate oxidation UV spectrophotometry (DR5000, HACH, Loveland, CO, USA; ascorbic acid and ammonium molybdate, 800 nm, detection limit of 0.6 mg/L). Metal elements calcium, magnesium, and aluminum were determined by atomic absorption spectrophotometry (ZEEnit700, Analytik Jena, Jena, Thuringia, Germany), and aluminum was measured by inductively coupled plasma emission spectrometry (ICP-6800, Macy, Shanghai, China).
2.2. Static Isothermal Adsorption Experiment of Phosphorus with Single Fillers
Several 5.0 g portions of a single modifier were placed into 250 mL conical flasks and each added with 1, 2, 5, 10, 15, 20, 50, and 100 mg/L of KH2PO4 at 25 °C and 150 r/min. After shaking for 48 h, the Erlenmeyer flask was removed and let stand for 0.5 h. The supernatant was obtained to determine the phosphorus content, and the process was repeated thrice to reduce error. After the experiment was completed, the single filler after 100 mg/L KH2PO4 solution equilibrium adsorption experiment was naturally dried for one week, and 2 g was placed into a 250 mL conical flask. Then, 100 mL of distilled water was added and desorption was measured under the same conditions of isothermal adsorption experiment.
2.3. Static Isothermal Adsorption Experiment of Phosphorus with Modified Fillers
Zeolite, maifanite, fly ash, and WTR were added to the BSM at different mass ratios (5%, 10%, and 15%) for isothermal adsorption experiments. Owing to the small proportion of modifiers added in the experiment, the total amount of mixed fillers was appropriately enlarged, accurately 10 g portions of improved mixed fillers were placed into 250 mL conical flasks and added with 2, 5, 10, 20, 50, and 100 mg/L KH2PO4 solution. The mixture was shaken at 25 °C and 150 r/min for 24 h, and then the conical flask was taken out. After standing for 0.5 h, the supernatant was taken to determine the phosphorus content, and the process was repeated thrice to reduce errors.
2.4. Dynamic Adsorption and Desorption Experiment of Modified Fillers on Phosphorus
The dynamic adsorption experiment is conducive to simulating actual operating conditions and can effectively evaluate the adsorption capacity of the filler. In this experiment, six kinds of fillers were selected for dynamic adsorption experiments. This mini-column adsorption experiment, which was established at the Key Laboratory of Xi’an University and Technology, used a sealed upflow column with 22 cm height and 3.4 cm internal diameter. Six groups of mini-column experiment devices were filled with uniformly saturated modified fillers. The modified fillers were all of the same quality and weight of 180 g. The medium height was maintained at 16.3 to 19.2 cm. Different medium densities resulted in different medium heights. Six sets of improved filler adsorption experiments were conducted. Influent water was continuously injected into each column using a BT100-1L peristaltic pump (Longer, Baoding, Hebei, China), and the influent concentration and flow rate were calibrated before use to maintain influent concentration and flow rate within 5% of the required value. The mini-column number and fillers are shown in
Table 1. The mini-column and field used in the experiment are shown in
Figure 1.
The experiment influent water was prepared with reference to the concentration of rainfall runoff in Xi’an City. The influent water contained three kinds of pollutants, including soluble reactive phosphorus (SRP, 1 mg/L), NH
3-N (1.5 mg/L), and heavy metal Zn (0.5 mg/L) in pure water. KH
2PO
4, NH
4Cl, and ZnSO
4 were added separately for preparation. This experiment uses peristaltic pump to supply water continuously. Three different influent flow rates were used at the same concentration, and the flow rate proceeded from low to high. In the three return periods of 0.5, 2, and 3 a, design rainfall intensity at 60 min was used to design the inflow. The average annual rainfall of Xi’an in the past 50 years is 560 mm, and the total inflow of a single mini-column is equivalent to confluence for 10 years of rainfall with a ratio of 20:1. If not considerably saturated, the mixed filler can continue to operate during the 3a return period. The rainfall intensity was determined by the storm intensity Equation (1) [
21] in Xi’an. Each mini-column inflow can be calculated using Equation (2). The calculation results are shown in
Table 2:
where
q is the design storm intensity, L/(s·hm
2);
P is the return period, a;
t is the rainfall duration, min;
Q is a single mini-column inlet flow, mL/min;
M is the mini-column media mass, 180 g;
h is the actual height of the bioretention filler, 70 cm; and
ρ is the actual BSM density, 1.116 g/cm
3.
During the mini-column experiment, inflow and outflow were sampled daily at specific time points, and the inflow and outflow process samples and the mixed sample were collected and measured simultaneously. If immediate measurement was not possible, the sample should be stored at a low temperature of 3.9 °C. For ensuring the stability of influent water quality, update water for every two days and determination of influent/effluent water quantity and quality were performed to accurately evaluate operating capacities and saturated adsorption capacities.
After completion of the modified filler dynamic adsorption experiment, the peristaltic pump was controlled to run in the reverse direction, residual water was drained, the influent water was replaced with distilled water, the rainfall intensity (2.11 mL/min) was returned during the 3a return period, and the operation continued for 4.24 days, which is equivalent to five years of rainfall. The effluent process samples and mixed samples were measured, and the total desorption amount was calculated.
3. Analysis and Evaluation Methods
Accuracy, integrity, and representativeness were ensured during the collection and analysis of all samples. The TP was determined by potassium persulfate oxidation ultraviolet spectrophotometry (ascorbic acid and ammonium molybdate, 800 nm, with a detection limit of 0.6 mg/L) method and SRP using vacuum filtration 0.22 μm filter after UV spectrophotometry (ascorbic acid and ammonium molybdate, 800 nm, detection limit 0.6 mg/L) determination.
Static adsorption experiments consisted of a single modifier and a modified mixed filler. The adsorption results of a single filler were fitted to the experimental data by using the Langmuir and Freundlich adsorption models, and the adsorption capacity of a single modifier was evaluated by combining the physicochemical properties and composition. The adsorption performance of modified mixed fillers on phosphorus can be evaluated by the adsorption capacity per unit mass when saturated:
where
qe is the amount of phosphorus adsorption per unit mass of matrix, mg/g;
ce is the equilibrium concentration of phosphorus adsorption, mg/L;
K1 represents the energy of adsorption bond strength, L/mg;
Xm is the theoretical saturated adsorption capacity of Langmuir theory, mg/g;
Kf reflects the adsorption capacity, and 1/
n reflects the degree of adsorption of the filler.
From the start of the mini-column experiment, two influent and effluent water samples were obtained for each mini-column at a fixed daily time to ensure that the influent water quality measurement float range was within 5% of the required water quality, and the effluent water quality was analyzed subsequently. When the concentration of effluent water for two days was
Cout = 0.9
Cin, the adsorption of modified fillers were considered as saturated. The average adsorption capacity (unit mass filler adsorption capacity, mg/kg) can be used as a comparative evaluation between different modified filler indices. The result can be calculated according to Equations (5) and (6):
where
Ma is the total amount of phosphorus adsorbed by the filler, mg;
Cin/out is the concentration of incoming and outgoing water in each period, mg/L;
Qin/out is the volume of influent and effluent water at each stage, L;
ma is the unit mass filler adsorption capacity, mg/kg; and
Mmedia is the quality of the mini-column filler, kg.
where
Md is the total amount of filler phosphorus desorption, mg;
Cout* is the concentration of desorption water, mg/L;
Vout* is the volume of desorption water, L; and
Y is the desorption rate, %.