Loess is a typical natural mineral particle distributed widely around the world, and it is inexpensive, readily accessible, and harmless to the environment. In this study, loess was modified by surface grafting copolymerization of functional monomers, such as acrylic acid, N-vinyl pyrrolidone, and N,N-methylenebisacrylamide as a cross-linking agent, which afforded a novel loess-based grafting copolymer (LC-PAVP). After being characterized by scanning electron microscopy, thermal gravimetric analysis and Fourier-transform infrared spectroscopy, its adsorption capacity and mechanism of removing lead ions (Pb2+) were investigated. With the study of the optimal experimental conditions, it was demonstrated that the removal rate of Pb2+ by LC-PAVP can reach up to 99.49% in 60 min at room temperature. It was also found that the kinetic characteristics of the adsorption capacity due to the pseudo-second-order kinetic model and the thermodynamics conformed well with the Freundlich model. In summary, as a lost-cost and eco-friendly loess-based adsorbent, LC-PAVP is a good potential material for wastewater treatment.

  • The silane coupling agents, a typical active functional groups, were introduced to the surface of loess particles.

  • The copolymer of acrylic acid and N-vinyl pyrrolidone was coupled to the surface of loess particles by grafting polymerization.

  • Loess is a cheap and easily available green silicate mineral.

  • The loess grafting copolymer (LC-PAVP) showed excellent activity as a new adsorption material in wastewater treatment.

  • The amount of polymer is reduced, and the production cost of polymer adsorbent is significantly lowered.

Graphical Abstract

Graphical Abstract
Graphical Abstract

Among all the heavy metals, lead ions (Pb2+) are one of the most common and abundantly available pollutants in the environment (Arfin & Tarannum 2019). Pb2+ is nonbiodegradable and easily accumulated in living organisms for a long time (Zhang et al. 2011; Hashemzadeh et al. 2019), causing threatening diseases. In general, most of the current heavy metal removal technologies, including chemical precipitation (Fu et al. 2012), ion-exchange (Lasheen et al. 2016), reverse osmosis, and electrochemical and membrane process (Song et al. 2011) are costly and inefficient for pollutants (Liu et al. 2018). Hence, the effective and economic removal of heavy metals from wastewater is exceedingly important. In the past decades, adsorption technology was considered as the most efficient and inexpensive method compared to the other methods described above.

Various kinds of competent adsorbents have been reported, such as biosorbents (Shen et al. 2009) and activated carbon (Gong et al. 2007), maize husk adsorbent (Indah et al. 2016) and clay minerals like montmorillonite (Kumar et al. 2012; Yang et al. 2020), bentonite (Ecer et al. 2018), and apatite (Li et al. 2019) etc. Loess soil is widely distributed throughout Asia, Russia, the Middle East, and North America, and is especially abundant in China, covering an area of approximate 640,000 km2 (Wang et al. 2009). As a wastewater treatment material, loess is an inexpensive and easily obtained eco-friendly silicate mineral that has been modified by many existing methods to improve its adsorption performance. However, in a previous study, the polymers were physically composited with loess (He et al. 2012; Shen et al. 2019), and therefore, the disadvantages were that the proportion of loess in composite is too low and its cost is high.

In this study, a novel surface grafted functional copolymer (LC-PAVP) was synthesized by grafting copolymerization, which produced to a remarkable adsorbent that was used to remove Pb2+ from aqueous solution. During preparation, the proportion of clay in the composite material was increased and the amount of polymer was reduced, and thus the production cost of polymer adsorbent was significantly decreased. As a new absorbent material, LC-PAVP was used in wastewater treatment. The optimal conditions to remove Pb2+ and adsorption mechanism of LC-PAVP were also investigated.

Materials and reagents

Loess clay (LC) was collected in Lanzhou, China. After being ground, it was sieved with a 100 mesh, and then stored in a desiccator for further use. Hydrochloric acid (AR, HCl) was supplied by Beijing Chemical Plant. γ-Methacryloxypropyl trimethoxysilane (AR, KH-570) was supplied by Shanghai Jingchun Reagent Co. Ltd. Acrylic acid (AR, AA) was provided by Tianjin BASF Chemical Co. Ltd. N-vinyl pyrrolidone (AR, NVP) was provided by Xuzhou Zhuoyuan Chemical Co. Ltd. N,N-methylenebisacrylamide (AR, MBA) was purchased from Shanghai Zhongqin Chemical Reagent Co. Ltd. Acetic acid (AR, CH3COOH) was supplied by Shanghai Boer Chemical Reagent Co. Ltd. Ethanol (AR, EtOH) was supplied by Tianjin Fuyu Fine Chemical Co. Ltd. Sodium hydroxide (AR, NaOH), ammonia hydroxide (AR, NH3·H2O) and potassium persulfate (AR, KPS) were purchased from Yantai Shuangshang Chemical Industry Co. Ltd. Distilled water was used in all the experiments.

Preparation of LC-PAVP

First, LC was pretreated with HCl. The dried LC was ground and sieved with a 100 mesh, 10.00 g LC was added to 100 mL HCl solution (4 mol·L−1) at 80 °C and stirring for 2 h. Then, it was cooled to room temperature. The pretreated LC was filtered and washed with distilled water until the eluant became neutral. The acidifying LC (HLC) was dried at 60 °C for 5 h with 76.5% of yield.

Second, the surface of the loess was modified with KH-570. In a three-necked flask, HLC (5.00 g), H2O (10 mL) and ethanol (EtOH) (30 mL) were mixed with stirring for 1 h. The pH value adjusted to 3.0–4.0 by acetic acid (HOAc) solution. Adding KH-570 (1.00 g), the mixture was stirred for 30 min at room temperature. Then, the pH value of the mixture was adjusted to 9–10 with ammonia hydroxide (NH3·H2O), heated to 80 °C and stirring for 3 h. The product was filtered and washed with EtOH three times. After vacuum drying at 50 °C for 5 h, silane coupling agent modified loess (KH-LC) (4.87 g) was obtained with 81.20% of yield.

Finally, the LC was modified by surface grafting copolymerization. KH-LC (12.50 g), distilled water (15 mL) and NaOH (0.56 g) was added to a three-necked flask with stirring rod, condenser and nitrogen pipe and stirred. Then, AA (1.45 g) was added drop by drop and stirred mechanically at room temperature for 30 min. NVP (1.1 g) and MBA (0.13 g) were dispersed in distilled water (4 mL) and added into above solution and mechanically stirred for 30 min at 45 °C under nitrogen atmosphere. Then, KPS (0.15 g) was added and the reaction was continued at 80 °C by stirring for 30 min. The obtained product was washed with distilled water three times, and dried at 50 °C, which provided the loess-based grafting copolymer (LC-PAVP) with 96.30% of yield.

Characterization and adsorption properties

LC-PAVP was characterized and analyzed using Fourier-transform infrared spectroscopy (FT-IR), thermal gravimetric analysis (TG), scanning electron microscopy (SEM). Before measuring FT-IR, the samples were ground and sieved with 100–200 mesh. Then, it was mixed with potassium bromide (ratio being 1:100) and compressed to a transparent sheet.

Using LC-PAVP as an adsorbent, the effects of the initial concentration of Pb2+, adsorbent dosage, time, temperatures, pH value, and other factors relating to the adsorption behavior of Pb2+ removal were investigated. The adsorption mechanism was discussed using kinetics and adsorption isotherm model. The removal efficiency and adsorption capacity were calculated through Equations (1) and (2):
(1)
(2)
where C0 is the initial concentration of Pb2+ (mg·L−1) in the solution, Ce is the equilibrium concentration of Pb2+ (mg·L−1) in the solution, V (L) is the volume of the Pb2+ solution, and m (g) is the weight of the adsorbent.

Preparation of graft copolymer of acrylic acid onto loess surface (LC-PAVP)

AA and NVP were selected as comonomers because AA is a vinyl monomer with a lower cost and is less polluting to the environment. Due to the carboxyl group (–COOH) in AA, the pH value of its polymers had an effect on the degree of ionization, which further affected the polymerization rate. The homopolymerization of AA is actually the copolymerization of AA and carboxylate (Scott & Peppas 1997), which can be used to prepare microspheres (Yu et al. 2014), gels, and so on (Ryu et al. 2016). AA can therefore be used for two, three, and multicomponent copolymerization with many monomers (Poggi et al. 2015; Yan et al. 2015). Acrylic copolymers have been widely used in many fields, such as dyes, water absorbent resins, scale inhibitors, coatings etc. (Cilurzo et al. 2010). NVP, a type of lactam compound containing vinyl group, is easily hydrolyzed and polymerized (Parambil et al. 2012). The NVP homopolymer and copolymer show good biocompatibility and low toxicity (Reyes et al. 2014), which was widely used in food, health care, cosmetics, and other novel materials (Guinaudeau et al. 2012; Narayana Reddy et al. 2012; Rajeswari et al. 2012). A number of copolymers of AA and NVP were prepared (Narayana Reddy et al. 2012; Jin et al. 2013; Ding et al. 2014).

The process for preparation of LC-PAVP is shown in Figure 1. First, the acidifing pretreated loess (LC) was modified by KH-570, which introduced vinyl groups (–CH=CH2) onto the surface of the loess particles. Then, using AA and NVP as functional comonomers and MBA as a cross-linking agent, loess particles were modified by surface grafting copolymerization, which produced loess-based grafting copolymer (LC-PAVP).

Figure 1

The process for preparation of LC-PAVP.

Figure 1

The process for preparation of LC-PAVP.

Close modal

We found that the copolymer could be grafted onto loess particles (KH-LC) using different monomers, and the results are shown in Table 1. However, the yields largely decreased when other monomers (such as 2-hydroxyethyl methacrylate (HEMA) or maleic anhydride (MA)) were used as monomers. It was also found that the ratio of LC:comonomers should be more than 5:1.

Table 1

The recipes for preparing loess-based grafting copolymer and yields (conditions: grafting copolymerization at 80 °C for 30 min)

ProductKH-LC (g)NVP (g)AA (g)MBA (g)HEMA (g)MA (g)Yield (%)
LC-PAVP(a) 12.5 1.11 1.45 0.13 96.3 
LC-PAVP(b) 1.18 0.72 0.09 78.0 
LC-P(VP-HEMA) 1.13 0.12 1.30 82.4 
LC-P(VP-MA) 1.10 0.11 75.2 
LC-P(HEMA-MA) 0.12 1.30 56.4 
ProductKH-LC (g)NVP (g)AA (g)MBA (g)HEMA (g)MA (g)Yield (%)
LC-PAVP(a) 12.5 1.11 1.45 0.13 96.3 
LC-PAVP(b) 1.18 0.72 0.09 78.0 
LC-P(VP-HEMA) 1.13 0.12 1.30 82.4 
LC-P(VP-MA) 1.10 0.11 75.2 
LC-P(HEMA-MA) 0.12 1.30 56.4 

LC/comonomers (g/g): (a) 5/1; (b) 2/1.

The obtained loess-based grafting copolymer (LC-PAVP) was then characterized by SEM, TG, and FT-IR, and compared with intermediates (KH-LC) and materials (LC).

SEM images of LC-PAVP

The surface morphology of LC-PAVP was observed by SEM and compared with its materials. The results are shown in Figure 2. It was found that the surface of loess particles (Figure 2(a)) was uneven, porous, very rough and had many small surface cracks. After being modified by KH-570 (Figure 2(b)), some particles were stacked on its surface, and there was not much difference. After modification by grafting copolymers of AA and NVP (Figure 2(c)), the surface of the loess particles became smoother, and a copolymer film was formed on the loess surface that wrapped around the interparticle gaps. The results showed that AA and NVP were grafted by copolymerization onto the surface of loess particles.

Figure 2

SEM images of LC (a), KH-LC (b), and LC-PAVP (c).

Figure 2

SEM images of LC (a), KH-LC (b), and LC-PAVP (c).

Close modal

FT-IR analysis of LC-PAVP

The FT-IR spectra of LC-PAVP and its materials (LC, KH-LC) are shown in Figure 3. In LC, the absorption peak of the Si–O–Si stretching vibration was near 1,090 cm−1, and the flexural vibration absorption peak of Si–O–Si was near 559 cm−1 and 497 cm−1. The characteristic peaks at 3,626 cm−1 and 3,450 cm−1 can be assigned to the stretching vibration of surface hydroxyl groups (–OH). Flexural vibrations of –OH was near 1,635 cm−1 (Tang et al. 2009). In KH-LC and LC-PAVP, the main silicate characteristic peaks of the loess (LC) were unchanged. In KH-LC, the characteristic absorption peak of methylene in KH-570 was near 2,950 cm−1. The peak at 1,716 cm−1 was the characteristic absorption peak of the ester carbonyl group (Liu et al. 2015). In LC-PAVP, the characteristic peaks near 1,716 cm−1 and 1,570 cm−1 were attributed to symmetric and antisymmetric stretching vibration absorption peak of C=O in COOH (Jin et al. 2013; Ma et al. 2013), and the peaks around 1,550 cm−1 was attributed to N–H in NVP (Roy et al. 2013). The bending vibration peak of C–H was near 1,410 cm−1 (Rafiee et al. 2016). The results showed that AA and NVP were successfully grafted by copolymerization onto the surface of loess.

Figure 3

IR spectra of LC, KH-LC, and LC-PAVP.

Figure 3

IR spectra of LC, KH-LC, and LC-PAVP.

Close modal

TG analysis of LC-PAVP

In order to study the thermal stability of LC-PAVP, TG analysis was carried out and compared with LC and KH-LC. The results are shown in Figure 4. In LC, a weight loss zone (2%) appeared near 100 °C, which was the water loss of silicate. Water loss was not evident in KH-LC and there was a 3.2% in total weight loss. That meant LC was successfully modified by KH-570. In LC-PAVP, the copolymers of AA and NVP were decomposed between 200 °C and 500 °C, and approximately 10.4% of the weight loss was due to the copolymer chain. Homopolymers of AA and NVP were therefore washed out during preparation, indicating that the copolymer was successfully grafted onto the surface of loess.

Figure 4

TG and DTG curves of LC, KH-LC, and LC-PAVP.

Figure 4

TG and DTG curves of LC, KH-LC, and LC-PAVP.

Close modal

Adsorption capacity of LC-PAVP

The obtained LC-PAVP was used to remove Pb2+ because it has many hydroxyl groups (–OH) and carboxylates (–COO). Some reported inorganic adsorbing materials, such as zeolite, kaolinite clay, hydroxyapatite, and pine cone activated carbon, were compared with LC-PAVP. The adsorption capacities of different adsorbent materials for removing Pb2+ are shown in Table 2. Compared with other inorganic adsorbing materials, the obtained LC-PAVP is important for the removal of Pb2+ from aqueous solution.

Table 2

The adsorption capacities of different adsorbent materials for removing Pb2+

AdsorbentThe adsorption capacity (mg g−1)References
Hydroxyapatite 41.84 Benhammadi et al. (2016)  
Pine cone activated carbon 27.53 Milan & Milovan (2011)  
Zeolite 14.00 Rakhym et al. (2020
Kaolinite clay 56.18 Unuabonah (2008)  
LC-PAVP 68.75 This study 
AdsorbentThe adsorption capacity (mg g−1)References
Hydroxyapatite 41.84 Benhammadi et al. (2016)  
Pine cone activated carbon 27.53 Milan & Milovan (2011)  
Zeolite 14.00 Rakhym et al. (2020
Kaolinite clay 56.18 Unuabonah (2008)  
LC-PAVP 68.75 This study 

Other parameters related to the effect on the adsorption process, such as initial concentration of Pb2+, adsorbent dosage, time, pH value, and temperature, were also investigated.

Effect of initial Pb2+ concentration

The effect of initial Pb2+ concentrations was investigated at 25 °C using 0.05 g of LC-PAVP as the adsorbent. Adsorption capacity of LC- PAVP with various initial concentration of Pb2+ is shown in Figure 5. If the concentration of Pb2+ was lower than 200 mg·L−1, the removal rate was above 98%, and decreased in a small range. The removal rate of LC-PAVP was 98.20% when the concentration of Pb2+ was 200 mg·L−1. Subsequently, the removal rate decreased rapidly with the increase in concentration. This may be because the LC-PAVP had enough active sites to bind with Pb2+ when Pb2+ concentration was low. With increasing Pb2+ concentration, the active site of LC-PAVP decreased (Sun et al. 2010).

Figure 5

The effect of initial concentration on the adsorption of Pb2+ (conditions: LC-PAVP: 0.05 g; 25 °C).

Figure 5

The effect of initial concentration on the adsorption of Pb2+ (conditions: LC-PAVP: 0.05 g; 25 °C).

Close modal

Effect of LC-PAVP dosage

The effect of the amount of adsorbent (LC-PAVP) on the Pb2+ adsorption from 50 mL of Pb2+ solution (200 mg·L−1) was investigated at 25 °C, and the results are shown in Figure 6. With an increase in the sorbent dosage from 0.01 to 0.08 g, the removal rate of Pb2+ also increased noticeably. When LC-PAVP dosage increased from 0.08 to 0.20 g, the removal rate increased slightly. The reason is that all active sites on the adsorbent surface are occupied with increasing coverage, the fraction of the bare surface rapidly diminishes, and Pb2+ ions have to compete for the adsorption site. An increase in adsorbent dosage will therefore not provide higher uptake of Pb2+ (Aroua et al. 2008). When the dosage of LC-PAVP increased to 0.08 g, the removal rate of Pb2+ reached 99.49%. In relation to cost, the optimal dosage of LC-PAVP was 0.08 g when used in the treatment of Pb2+ solutions of 200 mg·L−1 concentration.

Figure 6

The effect of adsorbent dosage on the adsorption of Pb2+ (conditions: [Pb2 +]: 200 mg·L−1; 25 °C).

Figure 6

The effect of adsorbent dosage on the adsorption of Pb2+ (conditions: [Pb2 +]: 200 mg·L−1; 25 °C).

Close modal

Effect of time on adsorption

The effect of adsorption time on the removal rate of Pb2+ was studied for 50 mL of Pb2+ solution (200 mg·L−1) at 25 °C using 0.08 g of LC-PAVP as the adsorbent, and results are shown in Figure 7. Initially, the adsorption rate of Pb2+ on LC-PAVP was relatively fast, reaching up to 98.64% within 10 min. The reason was that Pb2+ in the solution formed an initial complex with functional groups in the hydroxyl on the surface of LC. Afterwards the adsorption rate increased slowly and gradually. After 60 min, the removal rate reached 99.47% and remained flat. These results may be due to the initiation of LC-PAVP adsorption on Pb2+ mainly occurring on the outer surface of the composite, which can be completed in a short time. The repulsive force of Pb2+ increased in line with an increase in adsorption capacity. The resistance of free Pb2+ to LC-PAVP micropores was also enhanced, and it took longer to reach adsorption saturation (Doğan et al. 2009). As a consequence, the optimal adsorption time was 60 min.

Figure 7

The effect of contact time on the removal rate of Pb2+ (conditions: LC-PAVP: 0.08 g; [Pb2 +]: 200 mg·L−1; at 25 °C).

Figure 7

The effect of contact time on the removal rate of Pb2+ (conditions: LC-PAVP: 0.08 g; [Pb2 +]: 200 mg·L−1; at 25 °C).

Close modal

Effect of temperature

The influence of temperatures on adsorption of Pb2+ solution (200 mg·L−1) was studied using 0.08 g of LC-PAVP as the adsorbent, and the results are shown in Figure 8. The removal rate of Pb2+ was above 99.0% at both high and low temperatures, and the highest removal rate of Pb2+ was 99.70% at 15 °C. The influence of temperature on the whole adsorption process is not significant. It indicated that the adsorption material was very stable at different temperatures. Adsorption of LC-PAVP on Pb2+ can be applied to a wide scope of temperatures.

Figure 8

The effect of temperature on the removal rate of Pb2+ (conditions: LC-PAVP: 0.08 g; [Pb2 +]: 200 mg·L−1; 60 min).

Figure 8

The effect of temperature on the removal rate of Pb2+ (conditions: LC-PAVP: 0.08 g; [Pb2 +]: 200 mg·L−1; 60 min).

Close modal

Effect of pH value

The pH value of the solution was an important factor that may affect adsorbate intake and the degree of ionization that caused the variation in reaction kinetics and equilibrium of the adsorption process (Jin et al. 2008). The effect of pH value on the adsorption of Pb2+ was measured at 25 °C for 60 min using 0.08 g of LC-PAVP as the adsorbent, and the results are shown in Figure 9. With the increase in pH value from 2.0 to 5.0, the removal rate of Pb2+ increased from 95.91% to 99.32%. It was demonstrated that H+ and Pb2+ compete for adsorption sites on the LC-PAVP surface at lower pH values. When the pH value reached 5.44, the removal rate was 99.46%, which was the highest in this experiment. When the pH value was more than 6.0, Pb2+ began to form lead hydroxide (Pb(OH)2)), and the precipitates on the surface of LC-PAVP prevented Pb2+ from contacting with the active site, which decreased the removal rate (Farooq et al. 2010). LC-PAVP can therefore be used in acid environments.

Figure 9

The effect of pH value on the removal rate of Pb2+ (conditions: LC-PAVP: 0.08 g; [Pb2 +]: 200 mg·L−1; at 25 °C for 60 min).

Figure 9

The effect of pH value on the removal rate of Pb2+ (conditions: LC-PAVP: 0.08 g; [Pb2 +]: 200 mg·L−1; at 25 °C for 60 min).

Close modal

Adsorption kinetics and isotherms

Adsorption isotherms

The isothermal adsorption equation of LC-PAVP for Pb2+ can be calculated as per Equations (3) and (4):
(3)
(4)
where qe is the adsorbed amount of Pb2+ at equilibrium (mg·L−1), qm is the maximum adsorption capacity (mg·g−1), Ce is the equilibrium Pb2+ concentration in solution (mg·L−1), KL is the Langmuir isotherm constant (L·mg−1), and Kf (L·g−1) and n are Freundlich constants related to the capacity and intensity of adsorption, respectively (Lu et al. 2017).

Using Freundlich and Langmuir isothermal models, the nonlinear fitting is made on the relationship between concentration and adsorption capacity. Results are shown in Figure 10 and Table 3. It was closer to the Freundlich equation (Figure 10(b)), and the correlation coefficient got to 0.9858. The maximum adsorption capacity was 68.75 mg·g−1, which fits the Langmuir model in the experiment.

Table 3

Parameters of Langmuir and Freundlich isotherms

IsothermLangmuirFreundlich
Parameters qm (mg·g−1Ka (L·mg−1R2 Kf (mg·g−1 (L·mg−1)1/nn R2 
68.75 0.0504 0.9277 79.59 2.2126 0.9858 
IsothermLangmuirFreundlich
Parameters qm (mg·g−1Ka (L·mg−1R2 Kf (mg·g−1 (L·mg−1)1/nn R2 
68.75 0.0504 0.9277 79.59 2.2126 0.9858 
Figure 10

Isotherms model of Pb2+ onto LC-PAVP. Langmuir (a) and Freundlich (b).

Figure 10

Isotherms model of Pb2+ onto LC-PAVP. Langmuir (a) and Freundlich (b).

Close modal

Adsorption kinetics

The experimental data were calculated with adsorption kinetics, and the pseudo-first-order model (Equation (5)) and the pseudo-second-order model (Equation (6)) were applied. Pseudo-first-order model means that the number of sites occupied is directly proportional to the number of sites not occupied; the pseudo-second-order kinetic model assumes the mechanism of chemical reaction, and the adsorption rate is an adsorbent controlled by chemical adsorption through the sharing or exchange of electrons between adsorbate and adsorbent.
(5)
(6)
where qe is the amounts of Pb2+ adsorption (mg·g−1) at equilibrium, qt is the amounts of Pb2+ adsorbed (mg·g−1) at time t (min), k1 is the adsorption rate constant for the first-order adsorption, and k2 is the second-order reaction constant.

Nonlinear equations in the measurement of model parameters were more effective than linear equations (Lin & Wang 2009). The results are shown in Figure 11 and Table 4. It was obvious that the pseudo-second-order equation (Figure 11(b)) was better in describing the adsorption kinetics, as shown by the higher determination coefficient (R2 = 0.9292) value, indicating that a chemical reaction is the rate-controlling step (Ho & McKay 1999). The results showed that the chemical adsorption played a primary role in the adsorption of LC-PAVP on Pb2+.

Table 4

Kinetic parameters of pseudo-first and second-order adsorption kinetic models

C0 (mg·L−1)qe(exp.) (mg·g−1)Pseudo-first-order kinetic
Pseudo-second-order kinetic
qecal (mg·g−1)k1 (min−1)R2qe cal (mg·g−1)k2 (g·mg−1·min−1)R2
200 124.34 123.88 2.2374 0.8084 124.04 0.3070 0.9292 
C0 (mg·L−1)qe(exp.) (mg·g−1)Pseudo-first-order kinetic
Pseudo-second-order kinetic
qecal (mg·g−1)k1 (min−1)R2qe cal (mg·g−1)k2 (g·mg−1·min−1)R2
200 124.34 123.88 2.2374 0.8084 124.04 0.3070 0.9292 
Figure 11

Kinetics of model of Pb2+ onto LC-PAVP. Pseudo-first-order (a) and pseudo-second-order (b).

Figure 11

Kinetics of model of Pb2+ onto LC-PAVP. Pseudo-first-order (a) and pseudo-second-order (b).

Close modal

To sum up, a novel loess-based polymer absorbent (LC-PAVP) using AA and NVP as functional monomers was successfully synthesized through grafting copolymerization, which significantly reduced the proportion of synthetic polymers. The effects of adsorbent dosage, contact time, system temperature, and initial pH value on the adsorption performance of Pb2+ were systematically investigated. The results revealed that LC-PAVP had remarkable capacity of adsorbing Pb2+ and had a removal efficiency up to 99.49%. The adsorption process can be explained with the pseudo-second-order type kinetic model and the thermodynamics were best fitted with the Freundlich model. It was concluded that the obtained adsorbent would be a promising, high-efficient and economic material of removing Pb2+ in wastewater treatment processes.

The work was supported by the National Natural Science Foundation of China (Grant No. 21865030, 21364012).

All relevant data are included in the paper or its Supplementary Information.

Arfin
T.
Tarannum
A.
2019
Rapid determination of lead ions using polyaniline-zirconium (IV) iodate-based ion selective electrode
.
Journal of Environmental Chemical Engineering
7
(
1
),
102811
.
Benhammadi
S.
Shishkin
A.
Iddou
A.
Aguedal
H.
De Menorval
L. C.
2016
Adsorption of lead (ii) in liquid-solid interfaces on natural and modified hydroxyapatite
.
Key Engineering Materials
721
,
117
122
.
Ding
Y.
Gao
J.
Yang
X.
He
J.
Zhou
Z.
Hu
Y.
2014
Preparation of water dispersible, fluorescent Ag–PAA–PVP hybrid nanogels and their optical properties
.
Advanced Powder Technology
25
(
1
),
244
249
.
Farooq
U.
Kozinski
J. A.
Khan
M. A.
Athar
M.
2010
Biosorption of heavy metal ions using wheat based biosorbents – a review of the recent literature
.
Bioresource Technology
101
(
14
),
5043
5053
.
Gong
Z.
Alef
K.
Wilke
B. M.
Li
P.
2007
Activated carbon adsorption of PAHs from vegetable oil used in soil remediation
.
Journal of Hazardous Materials
143
,
372
378
.
Guinaudeau
A.
Mazières
S.
Wilson
D. J.
Destarac
M.
2012
Aqueous RAFT/MADIX polymerisation of N-vinyl pyrrolidone at ambient temperature
.
Polymer Chemistry
3
(
1
),
81
84
.
Hashemzadeh
M.
Nilchi
A.
Hassani
A. H.
2019
Synthesis of novel surface-modified hematite nanoparticles for lead ions removal from aqueous solution
.
Materials Chemistry and Physics
227
,
279
290
.
He
Y. F.
Zhang
L.
Wang
R. M.
Li
H. R.
Wang
Y.
2012
Loess clay based copolymer for removing Pb (II) ions
.
Journal of Hazardous Materials
227
,
334
340
.
Ho
Y. S.
McKay
G.
1999
Pseudo-second order model for sorption processes
.
Process Biochem.
34
,
451
465
.
Jin
X.
Jiang
M. Q.
Shan
X. Q.
Pei
Z. G.
Chen
Z.
2008
Adsorption of methylene blue and orange II onto unmodified and surfactant-modified zeolite
.
Journal of Colloid and Interface Science
328
(
2
),
243
247
.
Kumar
A. S. K.
Ramachandran
R.
Kalidhasan
S.
Rajesh
V.
Rajesh
N.
2012
Potential application of dodecylamine modified sodium montmorillonite as an effective adsorbent for hexavalent chromium
.
Chemical Engineering Journal
211
,
396
405
.
Lasheen
M. R.
El-Sherif
I. Y.
Sabry
D. Y.
El-Wakeel
S. T.
El-Shahat
M. F.
2016
Adsorption of heavy metals from aqueous solution by magnetite nanoparticles and magnetite-kaolinite nanocomposite: equilibrium, isotherm and kinetic study
.
Desalination and Water Treatment
57
(
37
),
17421
17429
.
Li
Y.
Liu
S. J.
Chen
F. M.
Zuo
J. E.
2019
High-strength apatite/attapulgite/alginate composite hydrogel for effective adsorption of methylene blue from aqueous solution
.
Journal of Chemical & Engineering Data
64
(
12
),
5469
5477
.
Lu
T.
Wang
L.
He
Y.
Chen
J.
Wang
R. M.
2017
Loess surface grafted functional copolymer for removing basic fuchsin
.
RSC Advances
7
(
30
),
18379
18383
.
Ma
S.
Qi
X.
Cao
Y.
Yang
S.
Xu
J.
2013
Hydrogen bond detachment in polymer complexes
.
Polymer
54
(
20
),
5382
5390
.
Milan
M.
Milovan
P.
2011
Removal of lead(ii) ions from aqueous solutions by adsorption onto pine cone activated carbon
.
Desalination
276
(
1
),
53
59
.
Narayana Reddy
C. L.
Swamy
B. Y.
Prasad
C. V.
Madhusudhan Rao
K.
Prabhakar
M. N.
Aswini
C.
Rao
K. C.
2012
Development and characterization of chitosan-poly(vinyl pyrrolidone) blend microspheres for controlled release of metformin hydrochloride
.
International Journal of Polymeric Materials
61
(
6
),
424
436
.
Parambil
A. M.
Puttaiahgowda
Y. M.
Shankarappa
P.
2012
Copolymerization of N-vinyl pyrrolidone with methyl methacrylate by Ti (III)-DMG redox initiator
.
Turkish Journal of Chemistry
36
(
3
),
397
409
.
Poggi
E.
Guerlain
C.
Debuigne
A.
Detrembleur
C.
Gigmes
D.
Hoeppener
S.
Gohy
J. F.
2015
Stimuli-responsive behavior of micelles prepared from a poly (vinyl alcohol)-block-poly (acrylic acid)-block-poly (4-vinylpyridine) triblock terpolymer
.
European Polymer Journal
62
,
418
425
.
Rajeswari
N.
Selvasekarapandian
S.
Karthikeyan
S.
Nithya
H.
Sanjeeviraja
C.
2012
Lithium ion conducting polymer electrolyte based on poly (vinyl alcohol) – poly (vinyl pyrrolidone) blend with LiClO4
.
International Journal of Polymeric Materials
61
(
14
),
1164
1175
.
Rakhym
A. B.
Seilkhanova
G. A.
Kurmanbayeva
T. S.
2020
Adsorption of lead (II) ions from water solutions with natural zeolite and chamotte clay
.
Materials Today: Proceedings.
https://doi.org/10.1016/j.matpr.2020.05.672.
Reyes
F. T.
Guo
L.
Hedgepeth
J. W.
Zhang
D.
Kelland
M. A.
2014
First investigation of the kinetic hydrate inhibitor performance of poly(N-alkylglycine)s
.
Energy & Fuels
28
(
11
),
6889
6896
.
Roy
S.
Yue
C. Y.
Venkatraman
S. S.
Ma
L. L.
2013
Fabrication of smart COC chips: advantages of N-vinylpyrrolidone (NVP) monomer over other hydrophilic monomers
.
Sensors and Actuators B: Chemical
178
,
86
95
.
Ryu
J.
Ko
J.
Lee
H.
Shin
T. G.
Sohn
D.
2016
Structural response of imogolite–poly(acrylic acid) hydrogel under deformation
.
Macromolecules
49
(
5
),
1873
1881
.
Scott
R. A.
Peppas
N. A.
1997
Kinetic study of acrylic acid solution polymerization
.
AIChE Journal
43
(
1
),
135
144
.
Shen
W.
Chen
S.
Shi
S.
Li
X.
Zhang
X.
Hu
W.
Wang
H.
2009
Adsorption of Cu (II) and Pb (II) onto diethylenetriamine-bacterial cellulose
.
Carbohydrate Polymers
75
(
1
),
110
114
.
Shen
Y.
Wang
Q.
Wang
Y.
He
Y. F.
Song
P.
Wang
R. M.
2019
Itaconic copolymer modified loess for high-efficiently removing copper ions from wastewater
.
Journal of Dispersion Science and Technology
40
(
6
),
794
801
.
Song
J.
Oh
H.
Kong
H.
Jang
J.
2011
Polyrhodanine modified anodic aluminum oxide membrane for heavy metal ions removal
.
Journal of Hazardous Materials
187
(
1–3
),
311
317
.
Sun
D.
Zhang
X.
Wu
Y.
Liu
X.
2010
Adsorption of anionic dyes from aqueous solution on fly ash
.
Journal of Hazardous Materials
181
(
1–3
),
335
342
.
Tang
X.
Li
Z.
Chen
Y.
2009
Adsorption behavior of Zn (II) on calcinated Chinese loess
.
Journal of Hazardous Materials
161
(
2–3
),
824
834
.
Wang
Y.
Tang
X.
Chen
Y.
Zhan
L.
Li
Z.
Tang
Q.
2009
Adsorption behavior and mechanism of Cd (II) on loess soil from China
.
Journal of Hazardous Materials
172
(
1
),
30
37
.
Yu
C. L.
Wang
X.
Chen
C.
Zhang
F.
2014
Preparation of polystyrene microspheres using rosin–acrylic acid diester as a cross-linking agent
.
Industrial & Engineering Chemistry Research
53
(
6
),
2244
2250
.