Microplastics (MPs) will cause compound pollution by combining with organic pollutants in the aqueous environment. It is important for environmental protection to study the adsorption mechanism of different MPs for pollutants. In this study, the adsorption behaviors of malachite green (MG) and rhodamine B (RhB) on polyethylene (PE) and polyvinyl chloride (PVC) were studied in single systems and binary systems, separately. The results show that in single system, the adsorptions of between MPs for pollutants (MG and RhB) are more consistent with the pseudo-second-order kinetics and Freundlich isotherm model, the adsorption capacity of both MPs for MG is greater than that of RhB. The adsorption capacities of MG and RhB were 7.68 mg/g and 2.83 mg/g for PVC, 4.52 mg/g and 1.27 mg/g for PE. In the binary system, there exist competitive adsorption between MG and RhB on MPs. And the adsorption capacities of PVC for the two dyes are stronger than those of PE. This is attributed to the strong halogen-hydrogen bond between the two dyes and PVC, and the larger specific surface area of PVC. This study revealed the interaction and competitive adsorption mechanism between binary dyes and MPs, which is of great significance for understanding the interactions between dyes and MPs in the multi-component systems.

  • The adsorptions of MG and RhB on PE and PVC are multilayer adsorption.

  • The adsorption relationship between two similar types of dyes on different microplastics was investigated.

  • PVC has a better adsorption effect because it interacts with two dyes to create halogen-hydrogen bond.

  • In the binary system, MG and RhB are competitive.

Graphical Abstract

Graphical Abstract
Graphical Abstract

It is estimated that by 2050, 1.2 × 109 tons of plastic waste will be released into the natural environment (You et al. 2021). Waste plastics will be further degraded or broken up by physical, chemical, and biological processes (Wang et al. 2020b; Yang et al. 2021). Plastics less than 5 mm in diameter are usually defined as micro-plastics (MPs) (Wang et al. 2019). MPs are dispersed in an aqueous environment by the movement of water (Nematollahi et al. 2021). MPs are highly susceptible to ingestion by aquatic organisms, causing a variety of adverse effects such as reduced feeding and inflammation (Wang et al. 2020a). Therefore, the environment pollution caused by MPs is a major concern for scientists and the public (Qi et al. 2021; Ding et al. 2020).

Due to their small size, large specific surface area (Fang et al. 2019), strong hydrophobicity, and the presence of different functional groups (Cui et al. 2022), MPs become carriers of various pollutants (Lv et al. 2019; Zhang et al. 2019), such as heavy metals (Zhou et al. 2019) polycyclic aromatic hydrocarbons (Fang et al. 2019), and pesticides (Wang et al. 2020c). In an aquatic environment, contaminated MPs are taken up by surrounding aquatic organisms and then transferred through the food chain (Li et al. 2021b). Contaminated MPs can release contaminants when they enter organisms, which will cause dual toxicity (Zhang et al. 2021), such as low growth rate and reproductive complications (Fu et al. 2022), or in more severe cases, the death of the organism. Therefore, the studies of the interaction between contaminants and MPs in the multicomponent systems would be an important research focus nowadays and in future.

Available studies have shown that the capacity and mechanism of the pollutant adsorption on MPs mainly depends on the structure and nature of the polyvinyl chloride (PVC), polyethylene (PE), polypropylene and triclosan (Sheng et al. 2020). Currently, PE and PVC are two commonly used plastics (Wu et al. 2020; Yu et al. 2020b; Chen et al. 2021). The adsorption capacity and mechanism of pollutants on MPs with different group may be quite different. Mo et al. found that intermolecular van der Waals forces were one of the main adsorption mechanisms for the adsorption of two pesticides by PE (Mo et al. 2021). Li et al. revealed that the adsorption of three pesticides by PE was mainly physical and controlled by intermolecular van der Waals forces and micro-porous filling mechanisms (Li et al. 2021a). Bao et al. found that the adsorption of anthracene and its hydroxyl derivatives by PVC was mainly due to electrostatic interactions and CH-π interaction forces (Bao et al. 2021a). Wu et al.'s study on the adsorption of five kinds of bisphenol A on PVC showed that electrostatic interactions and non-covalent bonding (hydrogen and halogen bonding) were present in the adsorption process (Wu et al. 2019b).

Like pesticides, dyes are a large group of contaminants that pose a significant safety risk to humans (Akpan & Hameed 2009). For instance, malachite green (MG) (Bulut et al. 2008) is a common methylated di-amino tri-phenyl-methane dye, and Rhodamine B (RhB) (Chatterjee et al. 2019) is a highly water-soluble cationic heteroanthracene dye, both of which are highly toxic and carcinogenic in nature (Tariq et al. 2020). These two dyes are widely used in the textile, paper, cotton, and dyeing industries and generate large amounts of dye effluent in the environment (Chatterjee et al. 2019). However, the studies on their sorption behavior by MPs are very limited.

There are many dyes and MPs in the water system, and many complex multi-component systems are formed. The inevitable interaction between dyes and MPs will lead to more complex environmental behavior. Although Lin et al. (2020) explored the interaction mechanism and optimal conditions for nylon plastic to adsorb MG, and You et al. explored and found that the aging PE had a better adsorption effect on methylene blue compared with the original plastic (You et al. 2021). The adsorption of single dyes on MPs is not enough to explain the real situation in the environment. Thus, at the preliminary stage, the researches on the adsorption relationship of binary component dyes on MPs will be a closer step to the real environment, so it is more meaningful to study the adsorption mechanism of adsorption of MPs with different polarities and dyes in the binary component system.

In this paper, the adsorption kinetics and isotherms of MG and RhB on PE and PVC in single system were investigated. The effect of the salinity and pH on the adsorption behavior for the dyes was studied. On the basis of these results, the competitive adsorptions of the two dyes on MPs were investigated with different ratio of dyes, and possible competitive adsorption mechanisms were proposed. This study would provide a new way for understanding the interactions between dyes and MPs in the multicomponent systems.

Materials and reagents

Malachite green (MG, A.R. grade), rhodamine B (RhB, A.R. grade), calcium chloride (CaCl2, 96%), 0.1 mol L−1 hydrochloric acid (HCl) and sodium hydroxide (NaOH) analytical standard solution were all purchased from Shanghai Aladdin Biochemical Technology Co., Ltd. Sodium chloride (NaCl, A.R. grade) was purchased from Sinopharm Chemical Reagent Co., Ltd. (Shanghai, China). These reagents can be used without further purification. PE and PVC were purchased from Dongguan Plastic raw materials Factory in China. The octanol-water partition coefficient (Kow) of MG and RhB is shown in Table S5.

Characterization and analysis methods

The surface morphological of MPs were characterized by scanning electron microscopy (SEM) (S-4800 Hitachi, Tokyo, Japan), Fourier transform infrared (FT-IR) (FT/IR-4100 Jasco Inc., Tokyo, Japan) was performed to identify the dominant functional groups of MPs, the hydrophobicity of MPs was measured by contact angle (JY-82B Kruss DSA), the surface potential values of PE and PVC were measured by zeta potential (ZS90, Malvern Inc., UK) and N2 adsorption-desorption experiment was carried out to determine the surface area, the pore size distributions and the pore volumes of the MPs. The surface area was calculated using Brunauer-Emmett-Teller (BET) method and pore size distribution was analyzed using Barrett-Joiner-Halenda (BJH) model. The concentration of dye was measured by ultraviolet spectrophotometer (UV-2550, Shimadzu, Japan). (The detection limit of MG and RhB is 0.27 mg/L and 0.51 mg/L, in Fig. S2.)

Batch adsorption experiment

Experimental step

The adsorptions of MG and RhB on PE and PVC were investigated. There are three parallel samples during the experiment, including a blank group without MPs. In general, 60 mg of adsorbent (PE or PVC) and 60 mL of contaminant solution containing 0.1 mol/L CaCl2 were added to a brown glass centrifuge tube. All adsorption experiments were performed in a thermostatic vibrating chamber at a rate of 160 rpm and 25 °C. The concentration of dye was measured by a UV spectrophotometer.

Adsorption experiments

As for kinetics experiments, 60 mg PE and PVC were added to a 60 mL brown glass bottle with an initial concentration of 10 mg/L MG and 5 mg/L RhB solution, respectively. The solution was taken at 0.5, 1, 3, 7, 12, 24, 35, 48, 58, 69 h after adsorption, 2.5 mL samples were collected each time, and centrifuged with a centrifuge at a speed of 10,000 rpm/min for 5 min, and the supernatant was taken. Finally, the equilibrium concentration of the two dyes was determined by a UV spectrophotometer. According to the results of the kinetics experiment, after 60 h of reaction, the adsorption reached equilibrium. Therefore, we have carried out adsorption isotherm experiments. To ensure the adsorption ratio is in the range of 20–80%, the concentration of MG solution was set as 10, 20, 30, 40, and 50 mg/L, and RhB solution was set as 2, 3, 5, 8, 10 mg/L, while the concentration of PE and PVC was maintaining at 60 mg.

To study the effect of salinity on adsorption behavior, different masses of salinity (0, 3, 6, 12, 24, 36, 48 mg) were added into a 60 mL brown glass bottle with 60 mL MG or RhB solutions and 60 mg PE or PVC. To eliminate the interference of the inner wall of the container on dye adsorption, all experiments included blank space, and only MPs and dye solutions were compared. The experimental process is consistent with the adsorption kinetics mentioned above. After 60 h, samples are collected and MPs are removed by centrifugation before analysis.

As for understanding the effect of pH on adsorption behavior, while other conditions were consistent with the adsorption kinetics experiment, different pH values (2, 4, 6, 8, and 10) were set in the experiment. The following experimental operation is consistent with the above-mentioned experiment. The adsorption behavior of MG and RhB on MPs was investigated. Three groups of MG solutions at 10 mg/L including 10 mg/L, 20 mg/L, and 40 mg/L RhB, three groups of RhB solutions at 5 mg/L including 5 mg/L, 10 mg/L, and 20 mg/L/MG were prepared in the adsorption experiment. After adding sorbents (PE and PVC), six groups of suspensions were shaken at 25 °C in dark. Samples were collected and tested after 60 h.

Calculate the adsorption concentration (qt, mg/g) Equation (1)
(1)
where C0 (mg/L) is the initial concentration of dye solution, Ct (mg/L) is the concentration of dye at a certain time (min), and m (g) is the mass of PE and PVC, V (L) is the total volume of the solution.

Adsorption kinetics model

Dynamic data were evaluated by pseudo-first-order (2), pseudo-second-order (3) models, and intra-particle diffusion model (4), which were described by equations respectively:
(2)
(3)
(4)
where qe (mg/g) refers to the amount of adsorbent adsorbed after reaching equilibrium, and qt (mg/g) refers to the amount of adsorbent adsorbed at a certain time (min). K1 (L/min) and K2 (g/(mg·min)) are rate constants of pseudo-first-order and pseudo-second-order models respectively. While kp (g·mg−1·h−0.5) is the rate constant of the intra-particle diffusion model; and xi is a number related to the thickness of the interface.

Adsorption isotherm model

Langmuir (5) and Freundlich (6) models are generally used as linear equations to describe the interaction between adsorbents and pollutants in the equilibrium state. Generally, the Langmuir model is used to represent the energy equally distributed on the surface by chemisorption, and adsorption vacancy is balanced; the Freundlich model mainly describes the adsorption equilibrium of multiphase adsorption.
(5)
(6)
qe (mg/g) and Ce(mg/g) is the adsorption capacity of pollutants at equilibrium and a certain time (min) respectively, in which qm (mg/g) is the maximum adsorption capacity of MPs under monolayer adsorption. KL (L/mg) was the surface adsorption equilibrium constant of the Langmuir model, and the larger KL was, the stronger the adsorption capacity of the adsorbent was. KF (L/mg) is the adsorption capacity constant in the Freundlich model. 1/n is a constant dependent on adsorption strength.

Characterization of MPs

The morphology of PE is displayed in Figure 1(a) and 1(b), which exhibits that there are many folds on the surface of polyethylene and the particle shape is irregular. This result is similar to the work of Gomes et al., which confirmed that the morphology of PE was rugged and the surface was wrinkled (Gomes de Aragão Belé et al. 2021). In addition, the size of PE is about 40 μm. The morphologies of PVC are displayed in Figure 1(c) and 1(d), which show that the surface of PVC is relatively smooth and has small holes. The PVC particles, with a size of about 1.2 μm, are spherical and uniform in size. Nguyen et al. studied the adsorption of three bivalent metals on PVC. Their results showed that the PVC was also spherical in shape, and displayed a largest surface area than PE (Nguyen et al. 2022).
Figure 1

Scanning electron microscope images of PE (a and b) and PVC (c and d) particles.

Figure 1

Scanning electron microscope images of PE (a and b) and PVC (c and d) particles.

Close modal

FT-IR spectroscopy was used to characterize the changes of functional groups on PE and PVC surfaces before and after the adsorption of MG and RhB. As shown in Fig. S1(a), the FT-IR spectroscopy of PE before adsorption of dyes shows that the peaks located at 2,920 cm−1 and 2,855 cm−1 are the stretching vibrations of the C-H bond. The bending vibration and vibration of the C-H bond occurred at 1,465 cm−1 and 1,371 cm−1, and 721 cm−1, respectively (You et al. 2021; Rozman et al. 2021). However, Fig. S1(a) confirmed that no new chemical bonds were formed during the adsorption of PE, which proved that chemical adsorption is not the main factor in the adsorption process (Lin et al. 2021).

The FT-IR spectroscopy of PVC before adsorption of dyes is depicted in Fig. S1(b), the peaks located at 2,913 cm−1 and 1,427 cm−1 correspond to stretching and bending vibrations of -CH2-. Out-of-plane deformation vibration of Cl-CH at 1,251 cm−1 (Ma et al. 2019), and the peak of 609 cm−1 was attributed to the C-Cl tensile vibration (Bao et al. 2021b; Yu et al. 2020a). It can be seen from the FT-IR spectrum of Fig. S1(b) that the peaks (1,427 cm−1 and 1,251 cm−1) intensities slightly decreased after PVC adsorbed MG (Tang et al. 2021a, 2021b). This is the result of the specific interaction between the chlorine groups on PVC and the groups on MG. This confirms that -Cl on PVC will form a halogen-hydrogen bond with the proton-donating functional group of MG to enhance the adsorption (Wu et al. 2019b). This halogen-hydrogen bond interaction also exists between PVC and RhB, as can be seen by the green shading in Fig. S1(b), which can be used to predict that PVC would have stronger adsorption capability than that of PE.

Figure 2 shows the N2 adsorption-desorption isotherms of PE and PVC. The inset of Figure 2(a) and 2(b) shows the pore size distribution curve obtained by the BJH method. The specific surface area (SSA) of MPs will affect the adsorption capacity. The description of microscopic morphology was verified by SSA, as shown in Table S1, which was detected by BET method (Singh et al. 2020). The descending order of SSA value of the four MPs with the same particle size was PVC > PE, indicating that the specific surface area of MPs increases with the decrease in particle size (Zhu et al. 2021). This result is consistent with the sort of adsorption capacity: PVC > PE.
Figure 2

N2 adsorption-desorption isotherms; and pore diameter distribution determined by BET method of (a) PE and (b) PVC particles.

Figure 2

N2 adsorption-desorption isotherms; and pore diameter distribution determined by BET method of (a) PE and (b) PVC particles.

Close modal
Zeta potential can be used to describe the surface charge of MPs. It can influence the adsorption of organic pollutants, especially ionized organic pollutants, which are attached to MPs through electron interactions (Wang et al. 2022). The surface charge of an adsorbent is closely related to its ability to absorb contaminants. From Figure 3, we can conclude that the point of zero charge (pHpzc) of PE is 4.3 (Xu et al. 2018), while pHpzc of PVC is 5.8, and the zeta potential of both PE and PVC toward negative charge from positive charge as the pH increases.
Figure 3

Zeta potential of PE and PVC under different pH.

Figure 3

Zeta potential of PE and PVC under different pH.

Close modal
The contact angles of the two MPs are shown in Figure 4, and the result indicates the hydrophilicity and hydrophobicity of the two MPs. The bigger the contact angle of MPs, the stronger the hydrophobicity (Sheng et al. 2020). On the contrary, the contact angle is small, the MPs tend to hydrophilicity. In Figure 4(a), the contact angle of PE is 102.58°, while PVC is 90.41° in Figure 4(b), which indicates that the surface of PE is more hydrophobic and PE could absorb hydrophobic dyes easier.
Figure 4

The contact angles spectra of (a) PE and (b) PVC particles.

Figure 4

The contact angles spectra of (a) PE and (b) PVC particles.

Close modal

Adsorption kinetics

The adsorption data of RhB and MG on PE and PVC were simulated by using pseudo-first-order, pseudo-second-order, and intra-particle diffusion models. In the initial 20 h, the adsorptions of MG on PE and PVC increased rapidly and the adsorption reactions reached equilibrium after shaking for 60 h as shown in Figure 5(a) and 5(b). From Figure 5(c) and 5(d), the adsorptions of RhB on PE and PVC were also increased rapidly at first and then slows down, and after 60 h the adsorption reactions reached the state of equilibrium. Furthermore, Figure 5(e) illustrates the data fitting results of the intra-particle diffusion model. The results show that the adsorption process is nonlinear and can be divided into three stages, which indicates that the adsorption may be affected by two or more critical stages. The first stage represents the fast reaction stage, which may refer to the attachment of the dyes on the adsorbent surface (Singh et al. 2012); the second stage refers to the diffusion of the dye into the pore, showing a slow rate. The third stage is the dynamic equilibrium point. The results are consistent with the results of intra-particle diffusion for the adsorption of norfloxacin on PE (Sun et al. 2021). The adsorption of dye on the MPs did not pass through the origin, indicating that the adsorption was not governed by a single diffusion. Therefore, the adsorption process was controlled by a multi-step mechanism (Liu et al. 2020b). The kinetic parameters of pseudo-first-order, pseudo-second-order of this work and previous studies investigating dye adsorption on MPs are shown in Table S2 and intra-particle diffusion models for MG and RhB on PE and PVC are shown in Table S3. It can be seen that the dynamic adsorption of two dyes on these two MPs are more consistent with the pseudo-second-order model by the regression coefficient of these three models (Qiongjie et al. 2022).
Figure 5

The pseudo-first- and pseudo-second-order model for MG on PE (a) and PVC (b); for RhB on PE (c) and PVC (d); and the intra-particle diffusion plots for MG and RhB on PE and PVC (PE/PVC: 60 mg; MG: 60 mL and 10 mg/L; RhB: 60 mL and 5 mg/L).

Figure 5

The pseudo-first- and pseudo-second-order model for MG on PE (a) and PVC (b); for RhB on PE (c) and PVC (d); and the intra-particle diffusion plots for MG and RhB on PE and PVC (PE/PVC: 60 mg; MG: 60 mL and 10 mg/L; RhB: 60 mL and 5 mg/L).

Close modal
Figure 6

The Freundlich model of (a) MG and (c) RhB adsorption by MPs, the Langmuir model of (b) MG and (d) RhB adsorption by MPs.

Figure 6

The Freundlich model of (a) MG and (c) RhB adsorption by MPs, the Langmuir model of (b) MG and (d) RhB adsorption by MPs.

Close modal

Adsorption isotherms

Langmuir and Freundlich models were used to simulate the adsorption process of MG and RhB on MPs as shown in Figure 6. The corresponding parameters of the two models were displayed in Table S4. The Langmuir model assumes that the surface of the adsorbent is uniform with monolayer adsorption of only one molecule per adsorption site (Foo & Hameed 2010). The Freundlich isotherm is the basis of an assumption regarding surface heterogeneity and can be used to model monolayer (chemical adsorption) and multi-layer adsorption (Van der Waals force adsorption) (Yang 1998). The correlation coefficients of Freundlich and Langmuir are slightly different, but as summarized in Table S4, the qmax values of the two MPs obtained by the Langmuir equation are far greater than those obtained in our experiments, and the KL values are tiny, which does not conform to our test results (Zhang et al. 2020). Therefore, the Freundlich model is more in line with our experimental results. This phenomenon indicated that all the adsorption of dyes on MPs were multilayer adsorption, rather than molecular adsorption on a uniform surface (Mo et al. 2021). This finding is consistent with previous studies on the adsorption of five bisphenol analogs on PVC (Wu et al. 2019b). The KF value is an indicator of adsorption capacity, and the larger the KF value is, the larger the adsorption capacity is (Liu et al. 2020a). In general, PVC is more attractive to bind MG and RhB than PE. In addition, the values of parameter n of Freundlich models deviating significantly from 1 as shown in Table S4, the adsorption process were nonlinear, which means that the distribution of adsorption active sites on PE and PVC could be heterogeneous. The adsorption process involved several adsorption mechanisms (Karimi et al. 2019; Koopal et al. 2020), such as electrostatic adsorption, surface deposition, etc.

Effect of pH

In an aqueous environment, pH has an important effect on the adsorption between pollutants (MG and RhB) and MPs. Therefore, the influences of different pH on the adsorptions of MG and RhB on PE and PVC were investigated, as shown in Figure 7. It can be seen that the adsorptions of MG and RhB on MPs gradually increased with the increase of pH. In addition, the adsorption capacities of MG and RhB on two MPs increased slowly when the pH changed from 2 to 6. These experimental results correspond exactly to the pHpzc of PE and PVC (in Figure 3). MG and RhB are cationic dyes and the surface of MPs gradually turns from positive to neutral. When the pH is higher than 4.3 and 5.8, the surfaces of PE and PVC are negative charged. It leads to a gradual increase in the adsorption capacity by electrostatic attraction (Lin et al. 2021). And as pH continues to augment, the electrostatic attraction makes the adsorption capacity continue to increase. These showed that electrostatic action plays an important role in the adsorption process. This is similar to the conclusion of Tang et al., that the high capacity of Pb(II) in high pH solutions may be attributed to electrostatic attraction (Tang et al. 2020).
Figure 7

The influence of pH on the adsorptions of MG and RhB on PE (a) and PVC (b).

Figure 7

The influence of pH on the adsorptions of MG and RhB on PE (a) and PVC (b).

Close modal

Effect of salinity

Sodium chloride (NaCl) is the most common salt in the natural environment, and it can significantly affect the adsorption between MPs and pollutants in the water environment. As shown in Figure 8, with the increase of salinity in the system, the adsorption of PE and PVC to these two pollutants decreases. It should be noted that both contaminants (MG and RhB) are stable cationic forms in neutral aqueous solutions, whereas PE and PVC surfaces are both negatively charged when pH > 6 (according to Figure 3). Therefore, it indicates that the introduction of Na+ weakens the electrostatic attraction between the two pollutants and PE and PVC (Zhao et al. 2015).
Figure 8

The effect of ionic concentration (NaCl) on the adsorption of RhB (a) and MG (b) on PE and PVC.

Figure 8

The effect of ionic concentration (NaCl) on the adsorption of RhB (a) and MG (b) on PE and PVC.

Close modal

Study on the co-adsorption of MG and RhB by MPs

According to the adsorption kinetics of MG and RhB on PE and PVC in single system, the equilibrium adsorption capacities of PVC for MG and RhB are 7.68 and 2.83 mg/g, and the equilibrium adsorption capacities of PE for MG and RhB are 4.52 and 1.27 mg/g, respectively. The adsorption capacities of PVC for MG and RhB are significantly higher than those of PE. In addition, the characterization results show that PVC has more adsorption sites than PE.

The adsorption difference of pollutants on PE and PVC in binary system was evaluated (when RhB and MG coexist). As shown in Figure 9, the adsorption experiments of the two dye pollutants on PE and PVC at different ratios were carried out, respectively. It can be seen from Figure 9(a), when MG concentration is constant, the adsorption amount of MG on PVC decreases obviously with the increase of RhB/MG ratio, while the adsorption amount of RhB increases. It indicates that the increased RhB occupies the adsorption site on PE or PVC, resulting in a significant decrease in MG adsorption capacity. Similarly, according to Figure 9(c) and 9(d), when RhB concentration remains unchanged, the adsorption capacity of PE or PVC for RhB decreases with the increase of MG/RhB ratio, while the adsorption capacity of MG increases significantly. These two results clearly indicate that MG and RhB compete for adsorption on PE or PVC, and the change of adsorption capacity of the two dyes are caused by the competition for adsorption sites on MPs. These results are consistent with the results of competitive adsorption of Pb (II) and Cd (II) on biochar reported in literature (Ni et al. 2019).
Figure 9

The adsorption of different ratios of [RhB/MG] on PE (a) and PVC (b) as well as different ratios of [MG/RhB] on PE (c) and PVC (d).

Figure 9

The adsorption of different ratios of [RhB/MG] on PE (a) and PVC (b) as well as different ratios of [MG/RhB] on PE (c) and PVC (d).

Close modal

In addition, by comparing Figure 9(a) and 9(b), it can be also found that the concentration of MG remains unchanged (10 mg/L). When RhB/MG ratio was 1:1, the adsorption capacity of PE and PVC for RhB/MG is 1.2/2.5 and 1.7/5.6, respectively. When the ratio was 2:1, the adsorption capacity of PE to RhB/MG is 1.7/1.7, the adsorption capacity of PVC to RhB/MG is 2.0/5.1. When the ratio was 4:1, the adsorption capacity of PE to RhB/MG is 2.6/0.8, and the adsorption capacity of PVC to RhB/MG is 3.5/4.1. By comparison, it can be found that under the condition of the same RhB/MG ratio change (from 1:1 to 4:1), the change of the adsorption ratio of the two dyes on PE is significantly greater than that on PVC. Similarly, by comparing Figure 9(c) and 9(d), the concentration of RhB remains unchanged, and the MG/RhB ratio increases from 1:1 to 4:1 under the same conditions (increasing from 1:1 to 4:1), the change of adsorption capacity of the two dyes on PE is also significantly greater than that on PVC. This is because PE adsorption for two dyes is mainly electrostatic action, and the SSA of PE is smaller than PVC, so the adsorption site of PE is less than PVC, which indicates PE is susceptible to external adsorption concentration changes. This is consistent with the results that the adsorption capacity of aged PE is higher than that of PE MPs, which attributes to the larger surface area of aged PE MPs (Lan et al. 2020). So, with the ratios of two dyes changing, the change of adsorption on PE is obvious. Meanwhile, the hydrophilicity of PVC is stronger than that of PE, it is consistent with the results that the addition of surfactants makes MPs have higher hydrophilicity, which significantly improves the adsorption of lead ions (Shen et al. 2020). In addition, the adsorption between PVC with MG and RhB will form halogen-hydrogen bonds resulting in more adsorption sites (Pengfei et al. 2018). Hence, PVC has more adsorption sites than PE, and is less affected by the change of the concentration of external adsorbed matter. Therefore, the adsorption mechanism of PE to the two dyes is mainly electrostatic action, while the adsorption of PVC to MG and RhB is controlled by electrostatic action, hydrophilic and hydrophobic, SSA and halogen hydrogen bond.

The results in Figure 9 show that there is competition between MG and RhB in the binary system. This is consistent with the the competitive adsorption between tetracycline and ciprofloxacin on montmorillonite (Wu et al. 2019a). The adsorption capacity of two dyes on PVC is greater than that on PE. This may be due to the fact that PVC has a larger SSA than PE, and the ability to form halogen-hydrogen bonds with MG and RhB, which makes PVC have more adsorption sites.

In this paper, the adsorption behaviors of MG and RhB were investigated over PE and PVC MPs in one- and two-component systems. Following a number of intermittent experiments, we observed that the pseudo-second-order kinetics and the Freundlich isothermal model can accurately explain the adsorption kinetics and isothermal process of two dyes on MPs. The results show that the adsorption processes are multilayer, and the adsorption ability of MG and RhB on PE is lower than that of PVC, and MG exhibits greater adsorption amounts on the two MPs than on RhB. Consequently, the nature of PE and PVC has an influence on the adsorption results. The adsorption of the two dyes on PE is primarily regulated by electrostatic action, while the adsorptions of RhB and MG on PVC are mainly affected by halogen-hydrogen bond and specific surface area. Furthermore, the adsorptions of MG and RhB on PE and PVC exhibited competitive interactions in the dual-dye system. The adsorption amounts of MG on PE and PVC are greater than those of RhB due to the stronger halogen bonding. MG shows a greater adsorption capacity probably because it is more hydrophilic than RhB. This study focuses on competitive adsorption behavior, which provides a new idea for studying the complex adsorption behavior of multi-component dye pollutants on MPs.

We acknowledged the financial support from the National Natural Science Foundation of China (32061133005), and the Research Council of Norway (RCN, project 320456). This work was also supported by Key Laboratory of Oil and Gas Fine Chemicals, Ministry of Education & Xinjiang Uygur Autonomous Region.

This work was supported by the National Natural Science Foundation of China (32061133005) and the Research Council of Norway (RCN, project 320456).

Yiping Zhong: Conceptualization, acquisition of data, investigation, validation, analysis and interpretation of data, drafting of the manuscript, visualization. Kangkang Wang: Study conception and design, drafting of the manuscript, data curation, validation, visualization. Changyan Guo: Data curation, validation, visualization. Yuli Kou: Investigation, validation, visualization. Afaq Hassan: Visualization. Yi Lu: Conceptualization, methodology, validation, resources, supervision. Jide Wang: Conceptualization, validation, resources, writing-review & editing, supervision, project administration, funding acquisition. Wei Wang: Data curation, validation, visualization, funding acquisition.

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

The authors declare there is no conflict.

Bulut
E.
,
Özacar
M.
&
Şengil
İ. A
.
2008
Adsorption of malachite green onto bentonite: equilibrium and kinetic studies and process design
.
Microporous Mesoporous Mater.
115
(
3
),
234
246
.
Fang
S.
,
Yu
W.
,
Li
C.
,
Liu
Y.
,
Qiu
J.
&
Kong
F.
2019
Adsorption behavior of three triazole fungicides on polystyrene microplastics
.
Sci. Total Environ.
691
,
1119
1126
.
Foo
K. Y.
&
Hameed
B. H.
2010
Insights into the modeling of adsorption isotherm systems
.
J. Environ. Chem.
156
(
1
),
2
10
.
Fu
L.
,
Xi
M.
,
Nicholaus
R.
,
Wang
Z.
,
Wang
X.
,
Kong
F.
&
Yu
Z.
2022
Behaviors and biochemical responses of macroinvertebrate Corbicula fluminea to polystyrene microplastics
.
Sci. Total Environ.
813
,
152617
.
Gomes de Aragão Belé
T.
,
Neves
F.
,
Cristale
T.
,
Prediger
J.
,
Constapel
P.
,
& F
M.
&
Dantas
R.
2021
Oxidation of microplastics by O3 and O3/H2O2: surface modification and adsorption capacity
.
J. Water Process Eng.
41
,
102072
.
Lan
T.
,
Wang
T.
,
Cao
F.
,
Yu
C.
,
Chu
Q.
&
Wang
F.
2020
A comparative study on the adsorption behavior of pesticides by pristine and aged microplastics from agricultural polyethylene soil films
.
Ecotoxicol. Environ. Saf.
209
,
111781
.
Li
W.
,
Pan
Z.
,
Xu
J.
,
Liu
Q.
,
Zou
Q.
,
Lin
H.
&
Huang
H.
2021b
Microplastics in a pelagic dolphinfish (Coryphaena hippurus) from the Eastern Pacific Ocean and the implications for fish health
.
Sci. Total Environ.
809
,
151126
.
Liu
Y.
,
Huang
Y.
,
Zhang
C.
,
Li
W.
,
Chen
C.
,
Zhang
Z.
&
Zhang
Y.
2020a
Nano-FeS incorporated into stable lignin hydrogel: a novel strategy for cadmium removal from soil
.
Environ. Pollut.
264
,
114739
.
Nematollahi
M. J.
,
Keshavarzi
B.
,
Mohit
F.
,
Moore
F.
&
Busquets
R.
2021
Microplastic occurrence in urban and industrial soils of Ahvaz metropolis: a city with a sustained record of air pollution
.
Sci. Total Environ.
819
,
152051
.
Nguyen
T.-B.
,
Ho
T.-B.-C.
,
Huang
C. P.
,
Chen
C.-W.
,
Chen
W.-H.
,
Hsieh
S.
&
Dong
C.-D.
2022
Adsorption of lead(II) onto PE microplastics as a function of particle size: influencing factors and adsorption mechanism
.
Chemosphere
304
,
135276
.
Pengfei
W.
,
Zongwei
C.
,
Hangbiao
J.
&
Yuanyuan
T.
2018
Adsorption mechanisms of five bisphenol analogues on PVC microplastics
.
Sci. Total Environ.
09
,
049
.
Qiongjie
W.
,
Yong
Z.
,
Yangyang
Z.
,
Zhouqi
L.
,
Jinxiaoxue
W.
&
Huijuan
C.
2022
Effects of biofilm on metal adsorption behavior and microbial community of microplastics
.
J. Hazard. Mater.
424
,
127340
.
Rozman
U.
,
Turk
T.
,
Skalar
T.
,
Zupančič
M.
,
Čelan Korošin
N.
,
Marinšek
M.
&
Kalčíková
G.
2021
An extensive characterization of various environmentally relevant microplastics – material properties, leaching and ecotoxicity testing
.
Sci. Total Environ.
773
,
145576
.
Shen
M.
,
Song
B.
,
Zeng
G.
,
Zhang
Y.
,
Teng
F.
&
Zhou
C.
2020
Surfactant changes lead adsorption behaviors and mechanisms on microplastics
.
Chem. Eng. J.
405
,
126989
.
Sheng
C.
,
Zhang
S.
&
Zhang
Y.
2020
The influence of different polymer types of microplastics on adsorption, accumulation, and toxicity of triclosan in zebrafish
.
J. Hazard. Mater.
402
,
123733
.
Singh
N.
,
Khandelwal
N.
,
Tiwari
E.
,
Naskar
N.
,
Lahiri
S.
,
Lützenkirchen
J.
&
Darbha
G. K.
2020
Interaction of metal oxide nanoparticles with microplastics: impact of weathering under riverine conditions
.
Water Res.
189
,
116622
.
Sun
M.
,
Yang
Y.
,
Huang
M.
,
Fu
S.
,
Hao
Y.
,
Hu
S.
&
Zhao
L.
2021
Adsorption behaviors and mechanisms of antibiotic norfloxacin on degradable and nondegradable microplastics
.
Sci. Total Environ.
807
(
3
),
151042
.
Tang
Y.
,
Liu
Y.
,
Chen
Y.
,
Zhang
W.
,
Zhao
J.
,
He
S.
&
Yang
Z.
2021b
A review: research progress on microplastic pollutants in aquatic environments
.
Sci. Total Environ.
766
,
142572
.
Tariq
M.
,
Muhammad
M.
,
Khan
J.
,
Raziq
A.
,
Uddin
M. K.
,
Niaz
A.
&
Rahim
A.
2020
Removal of Rhodamine B dye from aqueous solutions using photo-Fenton processes and novel Ni-Cu@MWCNTs photocatalyst
.
J. Mol. Liq.
312
,
113399
.
Wang
J.
,
Liu
X.
,
Liu
G.
,
Zhang
Z.
,
Wu
H.
,
Cui
B.
&
Zhang
W.
2019
Size effect of polystyrene microplastics on sorption of phenanthrene and nitrobenzene
.
Ecotoxicol. Environ. Saf.
173
,
331
338
.
Wang
F.
,
Gao
J.
,
Zhai
W.
,
Liu
D.
,
Zhou
Z.
&
Wang
P.
2020a
The influence of polyethylene microplastics on pesticide residue and degradation in the aquatic environment
.
J. Hazard. Mater.
394
,
122517
.
Wang
Q.
,
Zhang
Y.
,
Wangjin
X.
,
Wang
Y.
,
Meng
G.
&
Chen
Y.
2020b
The adsorption behavior of metals in aqueous solution by microplastics effected by UV radiation
.
J. Environ. Sci.
87
,
272
280
.
Wu
M.
,
Zhao
S.
,
Jing
R.
,
Shao
Y.
,
Liu
X.
,
Lv
F.
&
Liu
A.
2019a
Competitive adsorption of antibiotic tetracycline and ciprofloxacin on montmorillonite
.
Appl. Clay Sci.
180
,
105175
.
Wu
P.
,
Cai
Z.
,
Jin
H.
&
Tang
Y.
2019b
Adsorption mechanisms of five bisphenol analogues on PVC microplastics
.
Sci. Total Environ.
650
,
671
678
.
Yang
L.
,
Zhang
Y.
,
Kang
S.
,
Wang
Z.
&
Wu
C.
2021
Microplastics in freshwater sediment: a review on methods, occurrence, and sources
.
Sci. Total Environ.
754
,
141948
.
You
H.
,
Huang
B.
,
Cao
C.
,
Liu
X.
,
Sun
X.
,
Xiao
L.
&
Chen
Q.
2021
Adsorption–desorption behavior of methylene blue onto aged polyethylene microplastics in aqueous environments
.
Mar. Pollut. Bull.
167
,
112287
.
Yu
F.
,
Yang
C.
,
Huang
G.
,
Zhou
T.
,
Zhao
Y.
&
Ma
J.
2020b
Interfacial interaction between diverse microplastics and tetracycline by adsorption in an aqueous solution
.
Sci. Total Environ.
721
,
137729
.
Zhang
X.
,
Zheng
M.
,
Yin
X.
,
Wang
L.
,
Lou
Y.
,
Qu
L.
&
Qiu
Y.
2019
Sorption of 3,6-dibromocarbazole and 1,3,6,8-tetrabromocarbazole by microplastics
.
Mar. Pollut. Bull.
138
,
458
463
.
Zhang
J.
,
Chen
H.
,
He
H.
,
Cheng
X.
,
Ma
T.
,
Hu
J.
&
Zhang
L.
2020
Adsorption behavior and mechanism of 9-Nitroanthracene on typical microplastics in aqueous solutions
.
Chemosphere
245
,
125628
.
Zhang
L.
,
Li
Y.
,
Wang
W.
,
Zhang
W.
,
Zuo
Q.
,
Abdelkader
A.
&
Kim
K.-H.
2021
The potential of microplastics as adsorbents of sodium dodecyl benzene sulfonate and chromium in an aqueous environment
.
Environ. Res.
197
,
111057
.
Zhao
Y.
,
Gu
X.
,
Li
S.
,
Han
R.
&
Wang
G.
2015
Insights into tetracycline adsorption onto kaolinite and montmorillonite: experiments and modeling
.
Environ. Sci. Pollut. Res.
22
(
21
),
17031
17040
.
Zhu
Y.
,
Li
X.
,
Wang
L.
&
Chen
F.
2021
Adsorption of BDE-209 to polyethylene microplastics: effect of microplastics property and metal ions
.
Water Air Soil Pollut
.
232
,
494
.
This is an Open Access article distributed under the terms of the Creative Commons Attribution Licence (CC BY 4.0), which permits copying, adaptation and redistribution, provided the original work is properly cited (http://creativecommons.org/licenses/by/4.0/).

Supplementary data