Xiaohong Zhuangab,
Yongrui Piab,
Mutai Bao*ab,
Yiming Liab and
Xiujin Zhengab
aKey Laboratory of Marine Chemistry Theory and Technology, Ministry of Education, Ocean University of China, 238 Songling Road, Qingdao 266100, Shandong, China. E-mail: mtbao@ouc.edu.cn; Fax: +86-532-66782509; Tel: +86-532-66782509
bCollege of Chemistry & Chemical Engineering, Ocean University of China, 238 Songling Road, Qingdao 266100, Shandong, China
First published on 4th November 2015
The adsorption and desorption behaviors of dissolved petroleum hydrocarbons (DPHs) in a seawater–sediment system were investigated. Tidal flat sediment was used as the adsorbent, and crude oil was used as the adsorbate. The processes of adsorption and desorption at low concentration (<14.3 mg L−1) were described by the first-order kinetics model. The rate of desorption was slower than that of adsorption, and about 49% of the DPHs remained on the sediment. Therefore the potential risk of pollution would exist for a long time. The adsorption isotherms could be better fitted to the linear isotherm model than the Freundlich and Langmuir models. The adsorption process is a physical adsorption, because |ΔH| was 39.0 kJ mol−1 which is less than 42.0 kJ mol−1. The change in n-alkanes in the process was more obvious than the aromatics; the weathering loss rate was 25.56%, the emulsification loss rate of the dispersant was 0.65% and the microbial degradation rate was 15.46%. The results showed the degradation processes of petroleum hydrocarbons in tidal flats.
Petroleum hydrocarbons have a very devastating effect on marine ecosystems. DPHs would certainly be harmful to the marine environment, especially the near shore and estuarine areas.7 The particle size of the sediment is fine. Once petroleum-contaminated seawater touches the tidal flat sediment, DPHs will be removed from the aqueous phase. Although the oil concentration in the seawater is decreased, the pollution is not exactly eliminated. The study of the adsorption and desorption behaviors can provide a theoretical basis for the migration of DPHs in the marine environment.8
Many studies have simulated the coastal environment. Nine wave tanks were used to investigate the behavior of chemically dispersed oil and whole oil on a near-shore environment, studying the effects of wave action on the biodegradation of Iranian light crude oil.9 Santas used two mesocosm experiments and each experiment was performed in three tanks simulating beach and open-water conditions.10 Govarthanan conducted oil remediation studies using the SKK11 bacteria.11 Gertler investigated the fate of oil-degrading bacteria for a bioremediation strategy in the simulated coastal environment.12
In this research, the adsorption and desorption behaviors of DPHs in the seawater–sediment system were investigated using tidal flat sediment as the adsorbent and DPHs as the adsorbate. The thermodynamic and kinetic laws of DPHs adsorbed on the sediment were studied systematically, and the mechanism of adsorption was explored. Bioremediation agents were employed to deal with coastal weathered spilled oil adsorbed on the rocks of the artificial beach, and the petroleum hydrocarbons of the seawater, intertidal and subtidal zones.
The commercial chemical dispersant GM-2 was employed as a surface active agent to increase the concentration of petroleum hydrocarbons in the water (purchased from Qingdao Guangming Environmental Technology Co., Ltd). Its biodegradation rate was BOD5/COD (%) > 30, pH 7–7.5, and it was stored at normal temperature. GM-2 is an approved product by the Maritime Bureau, Ministry of Transportation. The main purpose of GM-2 was to disperse the crude oil into tiny particles in the waves or additional force, which can no longer rise when an oil spill occurs, and to accelerate the process of microbial degradation of crude oil in the water.
To investigate the effect of temperature and evaluate the kinetic activation energy and the thermodynamic parameters of the process, some experiments were conducted at 293 K, 298 K and 303 K, and the sediment concentrations in some experiments were 3, 5, and 10 g L−1.
After the adsorption equilibrium was established, the supernatant was replaced with 100 mL of clean seawater. Then the conical flasks with contaminated sediment samples and clean seawater were used in the desorption experiments. The experimental conditions were the same as for the adsorption experiment. They were sampled at 0.5, 1, 2, 6, 12, 24, 48, and 54 h to determine the concentration of DPHs in order to calculate the amount of desorption QD (mg g−1).
The oil in the aqueous phase was extracted with petroleum ether and analyzed by UV spectrophotometry. All trials were carried out in triplicate to ensure the accuracy of the experiments.
The oil in the eluent was extracted with petroleum ether, and ultrasonic extraction was used to extract the oil content of the sediment. All the extracts were analyzed using UV spectrophotometry.
In stage I, 50 g of crude oil was dissolved in petroleum ether, then dumped into tanks A and B to form an oil film at the surface of the artificial seawater. A week later the petroleum ether was evaporated completely and the crude oil was weathered. The oscillator was activated and the motor frequency was maintained at 0.4. In stage II, about 15 g (30% of the crude oil) of the GM-2 dispersant was poured into tank A at day 15. In stage III, 380 mL (3% of the artificial seawater) of strain S-1 enrichment culture was added to tank A and 380 mL of artificial seawater was added to tank B at day 29. The temperature ranged from 15 to 20 °C.
The oil in the aqueous phase was extracted with petroleum ether, and ultrasonic extraction was used to extract the oil content in the sediment. All the extracts were analyzed using UV spectrophotometry. At the end of each stage about 1 g of the crude oil sampled from tank A and B was stored. The samples were analyzed by GC-MS using a Shimadzu (Kyoto, Japan) GC-MS-QP2010. Helium was employed as a carrier gas. The details of the experimental conditions and quality control were reported previously by Sun.19
dQA/dT = A(LA − QA) | (1) |
In equation (1), QA (mg g−1) is the amount of instantaneous adsorption, A (min−1) is the adsorption rate constant, and LA (mg g−1) is the amount of adsorption at equilibrium.
The integral transform of equation (1) is:
QA = LA(1 − e−AT) | (2) |
The experimental data of adsorption were fitted with equation (2). The correlation coefficient was about 0.965, so equation (2) could be satisfied to describe the adsorption process. The amount of equilibrium adsorption was 0.3955 mg g−1 by the fitting curve analysis. Reaching 80% of the adsorption capacity required about 69 min. Therefore, once the DPHs in the seawater touched the sediment, they would soon be adsorbed. Although the DPH concentration in the aqueous phase is decreased, the potential risk of pollution still exists.
Fig. 1b illustrates the desorption kinetics curve of the sediment sample. According to the similar method of adsorption kinetics, the process of desorption was fitted with equation (2). The correlation coefficient was about 0.967. The amount of equilibrium desorption was 0.2011 mg g−1. In view of the different units of the adsorption and desorption rate constants, the desorption rate was slower than the adsorption rate. The DPHs adsorbed by the sediment would be released slowly with continuous scouring with clean seawater. Compared with the adsorption process, the process of desorption would be time-consuming, so the pollution threat to a bathing beach would exist for a long period of time.
The amount of equilibrium adsorption and desorption (0.3955 and 0.2011 mg g−1, respectively) demonstrates that the DPHs adsorbed on the sediment would not be released completely. About 49% of the total adsorbed amount would remain on the sediment. Thus we should not forget the pollution adsorbed on sediment after an oil spill or the pollution will be consistently present.
![]() | ||
Fig. 2 Adsorption isotherms of DPHs at different sediment concentrations (a) and different temperatures (b). |
Effect factors | Parameters | Langmuir isotherm model | Freundlich isotherm model | Linear isotherm model | |||||
---|---|---|---|---|---|---|---|---|---|
Q0 (mg L−1) | A (mg L−1) | R2 | KF (mg1−n g−1 Ln) | n−1 | R2 | KP (L g−1) | R2 | ||
Sediment content (g L−1) | 3 | −1.58 | −11.8 | 0.983 | 0.145 | 1.13 | 0.976 | 161 | 0.993 |
5 | −0.886 | −11.5 | 0.975 | 0.085 | 1.08 | 0.926 | 93.0 | 0.992 | |
10 | −0.571 | −13.6 | 0.974 | 0.046 | 1.09 | 0.967 | 48.9 | 0.992 | |
Temperature (°C) | 20 | −2.40 | −14.4 | 0.982 | 0.179 | 1.08 | 0.968 | 190 | 0.994 |
25 | −1.58 | −11.8 | 0.983 | 0.145 | 1.13 | 0.976 | 161 | 0.993 | |
30 | −3.27 | −31.7 | 0.987 | 0.107 | 1.05 | 0.975 | 112 | 0.996 |
In Table 1 the correlation coefficients of the linear, Langmuir and Freundlich isotherm models were in descending order. The adsorption of DPHs on sediment at low concentration fitted the linear isotherm model better than the Freundlich isotherm model. The Langmuir isotherm model had been traditionally used to quantify and contrast the performance of different bio-sorbents.22 The values of saturated adsorption capacity fitted by the Langmuir isotherm model were negative. They were not consistent with the experimental results, so the adsorption of DPHs on sediment did not belong in this category.
The Freundlich isotherm model was used to describe non-uniform and multiple substance adsorption which was not restricted to the formation of a monolayer.23 The value of 1/n is a measure of adsorption intensity or surface heterogeneity, ranging between 0 and 1. The adsorption intensity or surface heterogeneity will become more heterogeneous as its value gets closer to zero.24,25 But the values of 1/n in our paper were slightly larger than 1 according to the curve fitting analysis. This means that the adsorption was closer to a linear adsorption.
The correlation coefficients fitted by the linear isotherm model were more than 0.99 at low concentration. The linear adsorption isotherm indicated that the attractive force between the adsorbate and the adsorbent was invariant, and the distribution of adsorbate was irrelevant to its initial concentration. This is usually applied to a situation where the surface coverage is far from saturation. In this study very fine sediment was used which had many adsorption sites, and the DPH concentration in seawater was pretty low. Therefore the adsorption of DPHs on the sediment can be described by the linear adsorption model.
At the same time, the values of KP (L g−1) were 190, 161 and 112 when the temperature was 20, 25 and 30 °C, respectively. KP decreased with increasing temperature. This meant that the petroleum hydrocarbons were more likely to exist in the aqueous phase rather than being adsorbed by sediment with an increase of temperature. Therefore, if marine oil spill accidents happened in the summer, the degree of beach pollution would be lower. For example, temperature inversely affects crude oil uptake due to the exothermic nature of the sorption.27
The adsorption isotherms at different temperatures were conducted for the thermodynamic analysis. The van’t Hoff equation28,29 is as follows:
dln![]() | (3) |
In equation (3), KP is the distribution coefficient, ΔH is the heat of adsorption, T stands for temperature, and ΔH is thought to be constant in a narrow temperature range. The integral transform of equation (3) was taken for linear regression analysis:
ln![]() | (4) |
In equation (4), A = ΔH/R. According to the above method, the ΔH of DPHs on sediment could be obtained from the values of KP and T in Table 1. ΔH = −39.0 kJ mol−1. The ΔH shows that the adsorption process was exothermic, and increasing temperature was not conducive to the adsorption. The adsorption can be attributed to physical adsorption according to |ΔH| < 42 kJ mol−1.30
![]() | ||
Fig. 3 Changes in oil concentration in effluent seawater (a) and vertical distribution of crude oil in the sediment (b). |
The Fig. 3b shows that the hydrocarbon component of the oil content at 3 cm can be up to 500 mg g−1 after water leaching. Because the sediment blocks the infiltration of the hydrocarbon component,31 the adsorbed hydrocarbon component decreased gradually with increasing sediment depth; the hydrocarbon component of the oil content was 18.69 mg g−1 at 9 cm deep, and it gradually stabilized. Just as the finding that the spilled hydrocarbons had remained predominantly in the organic surface horizons of the soil where the spillage occurred,32 thus the concentration of the hydrocarbon component of oil on the beach sediment in the vertical direction was reduced constantly and the oil pollution was mainly concentrated in the surface layer of beach sediment in the marine offshore after the oil spill. This is same as with Bejarano’s investigation that tidal flats had more high-risk samples at the surface than at the bottom.6 Therefore the remediation process of surface sea sand within 10 cm should be strengthened in oil spill pollution areas.
In stage I, the first 14 days, the petroleum hydrocarbon content in the seawater phase of tanks A and B presented an increasing tendency. The maximum DPH concentration was 3.107 mg L−1. In this stage the crude oil was dissolved under the external force, but the function of the oscillator was weaker than the stirrer, and the concentration was lower than in Section 2.4.
In stage II, from day 15 to 28, the oil concentration in tank A at 15 d reached the highest value of 4.875 mg L−1, which was mainly due to the scatter and emulsification of dispersant GM-2 which increased the solubility of the petroleum hydrocarbons. However, the emulsified crude oil–seawater system cannot be stable long-term. The increase of hydrocarbons can be due to the presence of oil droplets in the emulsion or the increased dissolution of hydrocarbons from the surfaces of the numerous droplets (surface area effects).33 This was consistent with Zhao’s study in which the dispersant was much more effective in solubilizing more hydrophobic PAHs.34
In stage III, from day 29 to 48, the oil concentration in tank A decreased while in tank B it increased. At 48 d, the oil concentration in tank A had reduced to 2.28 mg L−1, which means that strain S-1 catabolized the crude oil as a carbon and energy source so it reduced the DPH content.35,36 The degradation removal percentage of the DPHs was about 33.72%, including physical and chemical degradation such as weathering and catabolizing.
Fig. 5a shows that the oil content of intertidal sediments in the experimental group presented a downward trend after it rose; the change in the diagram is the same as in Fig. 4. In the presence of dispersant the strong sorption of the dispersant on sediments and the weak solubilization of phenanthrene enhanced its uptake.37 Similarly the dispersant can enhance the sorption of crude oil. In this study because the emulsification of GM-2 caused the DPHs to increase, the crude oil in the sediment peaked at 21 d, which is consistent with the dispersant enhancing the sorption extent.35 Dispersants make crude oil content decrease, but at the same time, they may increase oil pollution in tidal flats. Fig. 5b shows that the oil content of intertidal sediments in the control group also fell after rising, but the change lagged in the experimental group. This means that the dispersant can accelerate the dissolution of crude oil but cannot change its properties. Here the oil content of the surface sediment achieved its maximum.
![]() | ||
Fig. 5 Oil concentration changes of the intertidal (a and b) and supratidal (c and d) sediments in the experimental (a and c) tanks and in the control (b and d) tanks. |
Fig. 5c shows that the oil content of the supratidal zone (0–1.7 cm) increases gradually as time goes on in the experimental group. Because fine sediment particles accumulated at the supratidal zone due to scouring by the waves, the small sized particles can easily adsorb the oil,38 so petroleum hydrocarbons accumulated on the sediment. At 28 d, the oil content of the sediment at 1.7–3.3 cm is slightly greater than at 0–1.7 cm. This may be due to the lateral migration of petroleum hydrocarbons at the interface between the high water line and the supratidal zone. As shown in Fig. 5d, in tank B the oil content of the supratidal zone presented a rising trend, and also reached a maximum at 33 d.
![]() | ||
Fig. 6 Concentration changes of n-alkanes (a, c, and e) and aromatics (b, d, and f) at 14 d (a and b), 28 d (c and d) and 48 d (e and f). |
Number | group | n-Alkanes (μg g−1) | Aromatic (μg g−1) | Biomaker (μg g−1) | Pr/Ph |
---|---|---|---|---|---|
1 | 0 d experimental group | 501![]() |
53![]() |
39![]() |
1.35 |
2 | 14 d experimental group | 368![]() |
106![]() |
42![]() |
1.32 |
3 | 28 d experimental group | 307![]() |
68![]() |
33![]() |
1.33 |
4 | 28 d control group | 309![]() |
42![]() |
42![]() |
1.29 |
5 | 48 d experimental group | 247![]() |
59![]() |
48![]() |
1.12 |
6 | 48 d control group | 297![]() |
85![]() |
34![]() |
1.29 |
Test stage | n-Alkanes | Aromatic | ||
---|---|---|---|---|
Total loss rate (%) | Net loss rate (%) | Total loss rate (%) | Net loss rate (%) | |
a Total loss rate is the hydrocarbon component total loss rate in the experimental group; the net loss rate deducts the weathering loss in the control group; “—” represent negative value. | ||||
I | 26.56 | 26.56 | — | — |
II | 16.56 | 0.65 | 36.20 | — |
III | 19.40 | 15.46 | 13.09 | — |
Fig. 6c shows that the C22–C37 components of n-alkanes in tank A experienced greater degradation than those of tank B, but other hydrocarbons showed the opposite phenomenon. This showed that GM-2 had an impact on high molecular weight hydrocarbons; it can dissolve more C22–C37 components of n-alkanes in the water and accelerate their degradation. Fig. 4 also shows an increasing trend for stage II in tank A. Combined with Fig. 4 we know that the dispersant lowered the crude oil–seawater interfacial tension and oil slicks were broken up into fine droplets and dispersed into the water column, thereby the degradation was higher than in tank B.40 We can see from Table 3 that excluding the natural weathering loss rate in tank B, the loss rate of n-alkanes was 0.65% in tank A. In this stage GM-2 was immediately directionally adsorbed on the oil–water interface; the hydrophilic group was dispersed into the water and the hydrophobic group dispersed into the oil, which made the oil film emulsify into small droplets and turn into the water under the action of an external force. So the crude oil was degraded more easily in tank A than in tank B. Sauret also investigated the changes of hydrocarbon composition in crude oil. Our study was the same, with the investigation into adding emulsifier to result in a more rapid and more efficient removal of hydrocarbons.41 Fig. 6d shows that the dispersants had little effect on the aromatic hydrocarbon component of oil. This is because on the one hand the structure of the aromatics was more complex and stable than the n-alkanes, but on the other hand the aromatics were more difficult to dissolve than the n-alkanes.
Fig. 6e shows that the oil content of C11–C26 in tank A was smaller than tank B, which suggested that short chain alkanes were more likely to be used by strain S-1 than long chain alkanes. This illustrated that strain S-1 has a special hydrocarbon oxidase which can degrade the oil content of C11–C26 whereas the long chain alkanes were difficult to degrade because of their rigid structure. The total biodegradation rate of n-alkanes reached 15.46% and the biodegradation rate of C11–C14 could reach 81.24%–100% when excluding the influence of weathering. This was due to the effect of the dispersant; when used in the right amount and circumstances, the application of chemical dispersants may promote the biodegradation of oil in the water column and eliminate or reduce the impact of oil on sensitive shorelines and habitats significantly.42 We used the dispersant before adding strain S-1 and the dispersant made the crude oil dissolve in the seawater so the strain S-1 could degrade it easily and the biodegradation rate of the alkanes was high. We can see from Fig. 6f that strain S-1 had no obvious effect on typical PAHs. This is mainly because the selected strain S-1 is a degradation bacterium for alkanes, but its utilization for aromatic hydrocarbons is poor.
This journal is © The Royal Society of Chemistry 2015 |