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Journal of Waste Management
Volume 2013 (2013), Article ID 825063, 7 pages
Investigation into River Sediments Toxicity as a Result of Inappropriate Waste Disposal
Center for Development of Nuclear Technology (CDTN) Avenida Antonio Carlos 6627, Campus UFMG, 31270901 Belo Horizonte, MG, Brazil
Received 30 November 2012; Revised 4 February 2013; Accepted 8 February 2013
Academic Editor: Brajesh Dubey
Copyright © 2013 Lívia R. Souza and Ana Cláudia Q. Ladeira. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
Sediments of the São Francisco River basin (Brazil) were investigated to determine the environmental consequences of incorrect disposal of wastes generated by a zinc industry. Surface sediments were characterized by X-ray diffraction (XRD) and chemically analyzed by X-ray fluorescence (XRF). Total organic carbon (TOC), acid volatile sulfides (AVSs), and simultaneously extracted metals (SEMs) were also determined. AVS/SEM procedure was employed to assess the bioavailability of the metals in sediments. XRD analyses indicated that the main phases in the sediments were kaolinite and quartz. The total concentration of Zn and Pb, near the old industrial discharge point, indicated high levels of contamination according to the sediment quality guidelines (SQGs). According to the AVS/SEM criteria, despite the high levels of zinc and lead in the sediments, the toxicity resulting from these metals is unlikely in most of the samples. However, in one of the samples, collected near the old industrial discharge point, the toxicity is uncertain—according to the USEPA criteria.
The São Francisco River, one of the most important Brazilian rivers, runs through seven Brazilian States and its basin covers 7.5% of country’s territory. In the southern part of the São Francisco basin a zinc mining is the main responsible industry for the environmental impacts . One of the main impacts occurred up to the 1980s and was caused mainly by incorrect disposal of solid wastes, which were disposed right on the soil. In fact, the wastes were disposed in piles along the river banks for over 30 years and ended up in river bed which aggravated the situation. In 1983, the zinc industry built its first tailings dam; however, it did not have protection layers to prevent seepage of the contaminants from the wastes into the ground or groundwater. More recently, corrective measures are being implemented by the industry in accordance to the requirements of the Brazilians environmental agencies [2–4]. Nevertheless, the environmental impact which occurred before 2002 still poses a threat to the water, sediments, and soil quality.
The aforementioned area has been monitored extensively by the governmental agencies with assessment of the physical and chemical parameters of the water and sediments; however, the bioavailability of metals is still poorly investigated. For the assessment of potential bioavailability of metals in river sediments, a traditional method is the AVS/SEM which determines the acid volatile sulfide (AVS) and the metals that are solubilized during acidification step (simultaneously extracted metals—SEMs). As a precipitant of toxic metals, sulfide plays a key role in controlling bioavailability of metals in anoxic sediments . The sulfides are formed by microbial reduction of and the majority of them consisted of free sulfides, FeS, and Fe3S4, as well as low solubility metal sulfides such as copper, nickel, zinc, cadmium, and lead sulfides [6, 7]. An understanding of the distribution of dissolved species in AVS is important to comprehend the biogeochemistry of sulfidic natural systems. The equilibrium partitioning sediment benchmark (ESB) document  describes procedures to derive concentrations of metal mixtures in sediment which are protective of the presence of benthic organisms. The equilibrium partitioning theory predicts the metals partition in sediment between acid volatile sulfide (AVS), pore water, benthic organisms, and other sediment phases such as organic carbon. Biological responses of benthic organisms to the metals are different across sediments when the metals concentrations are expressed on a dry weight basis but similar when expressed on a basis. The presence of metals such as cadmium, copper, lead, nickel, silver, and zinc in sediments may not cause direct toxicity to benthic organisms if the is ≤0.0. However, if the is >0.0, toxic effects may occur with increasing severity as the degree of exceedance increases.
Many other studies have shown that the toxicity to benthic organisms does not occur when the concentration of acid volatile sulfides is greater than the sum of simultaneously extracted metals from the sediment [6–8]. Thus, : potentially toxic sediment, : non potentially toxic sediment.
This assumption is based upon the low solubility of the metal sulfides (Cd, Cu, Ni, Pb, and Zn) which are removed from the soluble fraction by precipitation . However, it should be considered that the sequence of precipitation depends on the solubility of the solid sulfide. According to the sulfide solubility product , the order of solubility from the lowest to the highest soluble is < < < < . This means that the first sulfide to precipitate is CuS, and once there is no Cu in solution, but enough sulfide, the precipitation of PbS occurs.
The literature [5, 8] reports three criteria to express the relationship between acid volatile sulfides and metal toxicity: (i) the difference between SEM and AVS (), (ii) the ratio of SEM to AVS (), and (iii) the SEM to AVS difference normalized by the fraction of total organic carbon (TOC) in a sediment ((SEM − AVS)/TOC). The latter considers the organic carbon in the sediments, once the organic matter is intrinsically related to the bioavailability of the metals.
The present work focuses on the investigation into river sediments toxicity in a region affected by the mining. In the past, environmental practices no longer tolerated were extensively used by the industry. Mineralogy as well as major and trace elements in the sediments of streams located in the mining area and in its surroundings was determined. Sediments were classified according to the canadian sediment quality Guidelines (SQGs) which provided scientific benchmarks,or reference points, for evaluating the potential for observing adverse biological effects in aquatic systems. To evaluate the bioavailability of the metals in the sediments, AVS-SEM and total organic carbon were determined and the results were analyzed according to the toxicity criteria proposed by USEPA.
2.1. Study Area
Sediments were collected in the São Francisco River as well as in two tributaries—Consciência and Lavagem Creeks—located in the municipality of Três Marias, MG, Brazil. The sampling sites are described in Table 1 and they are the same used by the Brazilian Environmental Agency to monitor the area. After the sediments were dredged, the samples were refrigerated at 4°C before the analyses.
X-ray diffraction (XRD) was used to identify the minerals present in the sediments. The analyses were performed using a Rigaku D/Max Ultima diffractometer with automatic slit, Cu Kα radiation at 40 kV and 30 mA. The XRD patterns were collected in the 4–80°2θ range and counts were recorded at 4°2θ min−1. The data was interpreted using the Jade 9 software.
Quantitative analyses of the metals were carried out in an energy dispersive X-ray fluorescence spectrometer, Shimadzu EDX-720, fitted with a rhodium X-ray tube at 15 keV (for Na to Sc) and 100 μA, under air atmosphere, Si(Li) detector, and a 10 mm collimator. The elements determined were Zn, Cu, and Pb.
Samples were submitted to AVS-SEM assays, according to procedures adapted from the analytical draft EPA 821-R-91-100 (USEPA, 1991). Wet sediments were weighed and placed into reaction flasks with 100 mL of Milli-Q water which was deaerated by bubbling nitrogen for 10 min at a flow rate of 100 cm3/min. After 20 minutes of nitrogen purging, 20 mL of HCl (6 M) was added and the system underwent nitrogen flow for 2 hours. The volatilized sulfides were purged from reaction flasks by N2 at a flow rate of 40 cm3/min and trapped into flasks containing NaOH solution (0.5 M). After the generation of sulfide was completed, the suspension containing chloridric acid, corresponding to SEM, was filtered in a 0.45 μm mixed cellulose membrane. The filtrate was sent to the determination of metals (Cu, Cd, Pb, Ni, and Zn) by flame atomic absorption spectrometry, in a Varian AA240FS. For sulfide determination, the colorimetric method with methylene blue was used, and the absorbance was measured in a UV-VIS spectrophotometer Varian Cary 50 Conc. The total sulfur and carbon contents were analyzed by using the LECO 444 LS elemental analyzer (LECO Corporation). In order to determine the organic carbon, the sample was dried at 60°C and an aliquot of hydrochloric acid 4 M was added to the sediment in order to eliminate the inorganic carbon. Then, the sediment was dried again and the residual organic carbon was determined by the LECO.
Statistical analyses were performed using the Minitab 16 software package (Minitab Inc., USA).
3. Results and Discussion
According to Figure 1, all the samples presented similar XRD patterns and consisted mainly of kaolinite and quartz in a well-crystallized form. Small contents of muscovite were also observed.
The contents of metals in sediments determined by XRF are presented in Table 2. Since there are no specific guidelines for classifying sediments in Brazil, the Canadian guideline (SQGs—sediment quality guidelines) was used to assess the quality of the sediment . The SQGs consider the threshold effect level (TEL) as being the concentration value below which adverse biological effects are expected to occur rarely, and the probable effect level (PEL) defines the level above which adverse effects are expected to occur frequently. By calculating TELs and PELs, three ranges of chemical concentrations are defined: (1) the minimal effect range within which adverse effects rarely occur (i.e., less than 25% of adverse effects occur below the TEL), (2) the possible effect range within which adverse effect occasionally occur (i.e., the range between the TEL and PEL), and (3) the probable effect range within which adverse biological effects frequently occur (i.e., more than 50% of adverse effects occur above the PEL).
The sample PSF01 presents metals concentrations (Zn, Cu, and Pb) below the TEL limit, indicating that adverse biological effects are hardly expected to occur. As this sampling site is located upstream of the zinc industry no contamination in that sediment is expected. The contents of copper and lead are above TEL and below the PEL for the samples PSF03 and PSF05 which indicate that adverse effects occasionally occur. For the sediment PLV01, located downstream of the new dam, the levels of all metals are below the PEL and above the TEL. However, it is important to point out that the concentration of metals in the PLV01 is higher than the concentrations found in the PSF01, the sediment collected upstream of the zinc industry, which suggest some impact in the area. In addition, the zinc concentration is above PEL for the samples PSF05, PSF06, and PCS01 indicating that adverse biological effects frequently occur. Similarly, PSF06 and PCS01 show a lead content greater than the PEL. Therefore, the contamination of the area by zinc and lead can lead to adverse biological effects.
The contents of AVS and are presented in Table 3. The greatest content of AVS, approximately 61.8 mg kg−1 of dry sediment (1.93 μmol g−1), was observed in sample PCS01, collected in the surroundings of the old waste disposal site of the zinc industry. Once the effluents were released directly into Consciência Creek in the past—without previous treatment—the concentration of acid volatile sulfides at this site is the highest, and it may be a consequence of the improper discharging. The sample station PSF06 also presents high levels of AVS (0.33 mg kg−1 of dry sediment −0.01 μmol g−1) but lower than the contents determined in the sample PCS01. No detectable concentrations of acid volatile sulfides were observed in the samples PSF01, PSF03, and PSF05. Although the AVS data for PCS01 and PSF06 are considered high if compared to the other samples of this study, the contents of sulfides in sediments worldwide, including Brazil, are relatively lower .
The contents of vary largely in the samples (Table 3). Sediments PSF01, PSF03, and PSF05 collected in the São Francisco River upstream of the zinc industry and PLV01 located downstream of the new station of effluents discharge present low , less than 6 μmol g−1. The samples PSF06 and PCS01 present greater than 130 μmol g−1 and do not follow the trend presented by the other samples. In all samples, the predominant metal is zinc, followed by copper and cobalt. This is a relevant and positive fact, once zinc toxicity is lower than that of the other metals in the samples. The levels of lead in the samples are very low, close to those of nickel in PLV01, PSF01, PSF03, and PSF05; however, lead is slightly more concentrated in PSF06 and PCS01, presenting values of 1.5 μmol g−1.
Regarding the AVS-SEM procedure, two criteria were used for the assessment of sediment quality: (i) the difference () and (ii) the normalized difference (()/TOC). The toxicity criteria, based upon the determination of acid volatile sulfide, simultaneously extracted metals, and organic carbon, are summarized in Table 4 .
The results of the assessment of sediment toxicity based upon the difference () and the normalized difference (()/TOC) for the six samples are shown in Table 5.
According to Table 4, if the is less than zero, no effects are expected to occur. However, all the samples have a greater than the AVS. Although this approach () can assure that no toxicity will occur with a high degree of certainty, it cannot predict whether toxicity will occur if or . For that case, the literature suggests that organic carbon should be taken into account as it is an important source of extra binding capacity and, therefore, may also control the bioavailability [8, 13, 14].
When the organic carbon content is considered, that is, (()/TOC), the toxicity is not likely to occur in sediments PLV01, PSF01, PSF03, PSF05, and PCS01, according to the USEPA 2005 criterion, since their concentrations are <130 μmol/goc. It is noteworthy that most of the samples mentioned above present (SEM − AVS)/TOC < 6 μmol/goc. However, the value for PCS01 is 129 μmol/goc, which is very close to the threshold limit, indicating that further attention is required. According to the aforementioned criterion, toxicity is uncertain only for the sample PSF06, once it was the only sediment to present values greater than 130 μmol/goc. The guideline value to likely toxicity is 3000 μmol/goc. Despite the fact that the concentration of zinc in samples PCS01 and PSF06 is well above the PEL, the toxicity due to Zn is not likely in PCS01 and uncertain in PSF06, once the sulfide and organic matter are taken into account. This result is consistent with the literature that reports that total zinc concentrations in sediment do not show any relationship to the benthic macroinvertebrate effects .
Detailed statistical analyses of the observations were carried out to determine the interrelationship between the sources of pollution and contamination. Initially, data were analyzed using the principal component analysis (PCA) to provide an overview of their behaviors. Two-factor principal components for the loads were extracted for the 12 variables in the sediments corresponding to cumulative variance of 92.9%. Factor 1 accounted for 85.6% of the total variance explained and factor 2 explained 7.3%. The factor loading plot (Figure 2) shows three distinct groups: the main one includes total sulfur, copper, cobalt, lead, and zinc simultaneously extracted as well as total zinc, lead, and copper. The second group includes acid volatile sulfide and nickel simultaneously extracted, and the third, the TOC.
The scores (sampling sites) plots of PCA of the sediment samples (Figure 3) were used to identify a possible metal source. The main group in the plot includes the sampling site PSF-01, PSF-03, PSF-05, and PLV-01 with small influence of the mining activities. Sediments PCS-01 and PSF-06 are not grouped and show great influence of PC1 due to its high contents of metals and total sulfur. The site PCS-01 has the most contribution of PC2 mainly due to the AVS.
Hierarchical cluster analysis (CA) was applied to the sampling sites in order to provide an understanding of the similarities amongst them. The dendrograms with single linkage Euclidean distances are shown in Figure 4. The samples PSF-01 and PSF-03 form the cluster with the shortest linkage distance. The next link includes PLV-01 followed by PSF-05. Those four samples form a group that can be associated with the not likely toxicity, confirming the classification based on the toxicity criteria proposed by USEPA. The sites PSF-06 and PCS-01 show the furthest cluster and are distinguished from the rest due to the great influence of the contaminants. However, they are not considered similar because their linkage distance is too long. This fact corroborates the analyses of PCA as well as the toxicity criteria proposed by USEPA. Finally, it can be suggested that the PSF-06 and PCS-01 are the main sites impacted due to the incorrect disposal of the wastes. So, they should be prioritized during the remediation, monitoring, and controlling actions.
Similar results were reported in the literature for that region [3, 4, 15]. Geochemical, toxicity test, and bioavailability studies showed that some sediments collected near the old effluent discharge are most likely to present adverse effects on biota, associated with elevated contents of zinc, lead, and cadmium [4, 15]. In a study of sediments collected in the vicinity of the new dam, which corresponds to the point PLV01, the levels of metals in sediments determined through AVS-SEM are not high enough as to cause deleterious effects to the biota, as discussed elsewhere . However, the contents of zinc, copper, and lead determined in the present work are slightly greater than those reported by the previous researchers. In both works, the contents of AVS are greater than SEM, implying that the natural system is able to assimilate the impact that could come from this kind of contamination. Monitoring studies should still be carried out for a long time to verify this possibility.
Beside the acid volatile sulfides, sulfur may be present in sediments in other forms like the pyritic fraction not extracted by the HCl, elemental S, organic S, and the sulfate present in interstitial water or precipitated. Therefore, speciation studies are necessary to estimate the distribution of all these species in the samples. It can be seen from Table 4 that the total sulfur in PSF01—the background sample in this study—is around 15 μmol g−1. The sulfur in this sample is mainly sphalerite, pyrite, and barite, which are the mineralogical forms of the sulfur in the soil of this region . In the other samples, the total sulfur is greater than the background sample, varying from 38 to 65 μmol g−1. It is suggested that the increase in the sulfur content is related to the negligent procedures adopted by the industry in the past. However, as already mentioned, the sediments can act as a sink of contaminants once the sulfate can be reduced in anoxic conditions forming a metal sulfide which attenuates the metals concentration.
The main minerals found in the sediments are kaolinite, quartz, and small amounts of muscovite, according to the mineralogical characterization. Chemical analysis showed that the total concentration of zinc is above PEL at the sampling site PSF-06 from the São Francisco River, near the old waste disposal site, and also in the sampling site PCS-01 from the Consciência Creek indicating that adverse effects are expected to occur frequently.
The bioavailability of the metals in sediments, according to the AVS-SEM procedure, indicated that the sampling site PCS-01 from the Consciência Creek presented high levels of acid volatile sulfur (AVS).
Elevated contents of metals were dissolved by SEM procedure in the sampling sites PSF-06 and PCS-01 from the São Francisco River and the Consciência Creek, respectively. For the other samples, the contents of metals simultaneously extracted (SEM) are close to the content of the total metals, indicating the prevalence of more soluble forms. According to the USEPA criterion, despite the high levels of zinc in some sediments only sample PCS06 presents uncertain toxicity, whereas for all others the toxicity is not likely.
Conflict of Interests
The authors declare that they have no direct financial relation with any commercial identity aforementioned in this paper that might lead to a conflict of interests.
The authors would like to thank FAPEMIG and CNPq (INCT-Acqua) for the financial support.
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