• Aliphatic hydrocarbons
The four surface sediment samples showed variations in the concentrations of aliphatic hydrocarbons, which can be seen in the axis that expresses the abundance of compounds (Fig. 2). Sample S1 presented the lowest concentration (386.88 ng/g), and sample S2 presented the highest concentration (1917.62 ng/g) (Table 1). The total n-alkanes of the samples ranged from nC15 to nC35. These hydrocarbons are useful biomarkers that provide information about the sources of organic matter (Apostolopoulou et al. 2015)
The ion chromatograms of the aliphatic hydrocarbon fractions of samples S1, S2, and S3 show bimodality, suggesting two distinct sources (Fig. 2). A clear contribution of waxes from vascularized plants was demonstrated by the Cmax at C29 or C31. According to Clarck and Blumer, 1967, Cranwell, 1973, Nishimura and Baker, 1986, Zaghden et al., 2007, Sonibari and Sojinu, 2009), the maximum contributions (Cmax) of nC25 to nC31 compounds indicate the contributions of terrestrial plants.
Concentrations of n-alkanes with Cmax ≤ 23 demonstrate the influence of petrogenic signatures (Santos et al., 2004). The predominance of even nC12 to nC22 indicates the presence of bacterial and petroleum residues (Heemken et al., 2000; Gao et al., 2007). In samples S1, S2 and S4 (Fig. 2A, 2B, 2D), Cmax was observed at C20, C17 and C18, suggesting the contribution of bacteria or petroleum residues. The ion chromatogram of sample S4 (Fig. 2D) exhibited a predominance of lighter compounds with Cmax at C18, indicating that bacteria were the main source (Heemken et al., 2000), probably because this sample (S4) was collected in a landfill.
The terrestrial/aquatic ratio (TAR) indicates the type of organic matter source. It represents the proportion of n-alkanes of terrestrial origin (n-C27, n-C29 and n-C31) in relation to n-alkanes of marine origin (n-C15, n-C17 and n-C19) (Bourbonniere and Meyers, 1996; He et al., 2016; Zhang et al., 2018, Behera et al., 2024). S1, S2 and S3 presented TAR > 1, suggesting that the greatest contribution was from terrestrial sources (Table 1). Otherwise, sample S4 exhibited a TAR < 1, suggesting the predominance of aquatic sources over terrestrial sources (Table 1).
The carbon preference index (CPI) represents the relationship between odd and even carbon alkanes (Bray & Evans, 1961; He et al., 2016; Szymczak-Żyła & Lubecki, 2022). According to Table 1, the CPI values (2.37 and 5.09) at sites S1 and S3, respectively, represent contributions from biomass burning. At sites S2 and S4, the values of 6.81 and 2.66, respectively, indicate contributions from plants (Wang et al., 2006).
Another index that can be used to identify a possible source is the ratio between low molecular weight and high molecular weight hydrocarbons (low molecular weight/high molecular weight – LMW/HMW) (Wang et al., 2006; Gao et al., 2007). A ratio of LMW/HMW < 1 indicates the presence of n-alkanes originating from biogenic sources (higher plants, marine animals and sedimentary bacteria). On the other hand, ratios close to 1 suggest that n-alkanes originate from oil or plankton (Gearing et al., 1976), while values greater than 2 are indicative of recent oil in sediments (Commendatore et al., 2000). For these samples, the LMW/HMW ratio is represented by the concentration ratio of the low-molecular-weight (sum of n-C15 to n-C20) to high-molecular-weight (sum of n-C21 to n-C33) n-alkanes. According to Table 1, the ratio of LMW/HMW < 1 at points S1, S2 and S3 indicates the contribution of higher plants, while site S4 has LMW/HMW = 1,27, suggesting the contribution of oil or plankton.
Table 1
Total n-alkane concentration results and index calculations for the aliphatic hydrocarbon fraction.
Sample | Total n-alkanes (ng/g) | CPI | TAR | Cmax | LMW/HMW |
S1 | 386.88 | 2.37 (Biomass Burning) | 4.37 (Terrestrial sources) | 18, 20 (bacteria) 29, 31 (plants) | 0.20 (Higher plants) |
S2 | 1,917.62 | 6.81 (Plants) | 5.98 (Terrestrial sources) | 17 (bacteria) 29,31 (plants) | 0.14 (Higher plants) |
S3 | 907.20 | 5.09 (Biomass Burning) | 7.54 (Terrestrial sources) | 29,31,33 (plants) | 0.15 (Higher plants) |
S4 | 1,043.67 | 2.66 (Plants) | 0.29 (Aquatic sources over terrestrial) | 17,18 (bacteria) | 1.27 (oil or plankton) |
CPI = carbon preference index; TAR = terrestrial/aquatic ratio; Cmax = maximum carbon number; LMW/HMW = low molecular weight/high molecular weight.
• Aromatic hydrocarbons
Among the 16 individual PAHs cited as priorities by the United States Environmental Protection Agency (USEPA) for evaluation in environmental studies, 13 PAHs were identified (Table 2). The total PAHs concentrations ranged from 1,471.7 ng/g in dry sediment (sample S3) to 29,335.1 ng/g in dry sediment (sample S1). The values obtained for the 13 individual PAHs in the sediment samples are described in Table 2.
Table 2
PAHs concentrations (ng/g) at the Volta Redonda sites (S1, S2, S3 and S4).
Aromatics compounds | Molecular formula | S1 (ng/g) | S2 (ng/g) | S3 (ng/g) | S4 (ng/g) |
Fluorene (Flu) | C13H10 | 173.9 | * | * | 39.5 |
Phenanthrene (Phe) | C14H10 | 3,322.9 | 83.4 | 126.4 | 418.9 |
Anthracene (Ant) | C14H10 | 1,406.9 | 25.9 | 19.3 | 99.2 |
Fluoranthene (Flth) | C16H10 | 5,897.9 | 385.1 | 294.9 | 897.9 |
Pyrene (Py) | C16H10 | 4,604.4 | 270.9 | 210.2 | 756.2 |
Benz(a)anthracene (B(a)A) | C18H12 | 2,464.8 | 201.6 | 136.3 | 441.0 |
Chrysene (Chr) | C18H12 | 2,450.3 | 248.3 | 152.2 | 480.4 |
Benz(b)fluoranthene (B(b)A) | C20H12 | 2,749.9 | 229.6 | 147.3 | 425.7 |
Benz(k)fluoranthene (B(k)A) | C20H12 | 13.9 | 26.7 | 18.1 | 50.7 |
Benz(a)pyrene | C20H12 | 2,378.7 | 186.2 | 114.8 | 339.9 |
Indene(1,2,3-cd)pyrene | C22H12 | 1,833.6 | 227.9 | 116.3 | 319.6 |
Dibenz(a,h)anthracene | C22H14 | 426.6 | 214.2 | 18.8 | 37.8 |
Benz(ghi)perylene | C22H14 | 1,611.3 | 281.9 | 117.1 | 337.8 |
Total PAHs | | 29,335.1 | 2,381.7 | 1,471.7 | 4,644.6 |
* Unidentified |
The distribution of aromatic compound fractions from the sediments of Volta Redonda showed different chromatographic profiles at all the sites collected (S1, S2, S3 and S4) (Fig. 3). At site S1, the PAHs concentrations varied from 13.9 to 5,897,9 ng/g (Table 2). The presence of fluoranthene, anthracene, and pyrene may be associated with the source of emissions from coke ovens and incineration (Khalili et al., 1995; Martens et al., 1997). The PAHs with the highest concentrations at this site were fluoranthene, phenanthrene, pyrene, benzo(a)anthracene, chrysene, benzo(j)fluoranthene, benzo(e)pyrene, indene(1,2,3-cd)pyrene and debenzo(ghi)perylene (Fig. 3A). Samples S2, S3 and S4 (Fig. 3B, 3C, 3D) also presented the highest concentrations of fluoranthene, followed by pyrene (Table 2). The occurrence of chrysene, benzo(a)anthracene, benzo(j)fluoranthene, benzo(e)pyrene, indene(1,2,3-cd)pyrene and debenzo(ghi)perylene was also observed.
The distribution of PAHs listed as a priority showed that the site with the highest concentration was S1, followed by S4 (Fig. 4). S1 and S4 are the sites closest to residential areas, but they indicate that currently inhabited areas may be old industrial waste dumps. S2 and S3 showed lower concentrations of total PAHs, and differences in concentration results may be directly related to the proximity of these points to the source area (waste deposits). Points S2 and S3 are further from the source area (industrial deposits), while points S1 and S4 are closer. Most PAHs remain relatively close to their source of origin, and their concentration decreases as they move away from this location because the affinity of PAHs for the organic phase is greater than that for water, thus making transportation difficult (Woodhead et al., 1999). The S1 and S4 sites were the samples that presented higher concentrations of high-molecular-mass PAHs and higher concentrations of low-molecular-mass PAHs targeted by environmental legislation.
The Brazilian Resolution (CONAMA n°28/18/2009) establishes guiding values for some PAHs in sediments and groundwater as a reference for prevention and intervention (Table 3). The concentration of benzo(k)fluoranthene ranged from 13.9 ng/g to 50.7 ng/g, while that of chrysene ranged from 152.2 ng/g to 2450.3 ng/g (Table 2), values lower than those established by legislation (Table 3). On the other hand, phenanthrene ranged from 83.4 ng/g to 3322.9 ng/g; anthracene ranged from 19.3 ng/g to 1,406.9 ng/g; benzo(a)anthracene ranged from 136.3 ng/g to 2,464.8 ng/g; benzo(a)pyrene ranged from 114.8 ng/g to 2,378.7 ng/g; benzo(g,h,i)perylene ranged from 117.1 ng/g to 1,611.3 ng/g; dibenzo(a,h)anthracene ranged from 18.8 ng/g to 426.6 ng/g; and indene(1,2,3-cd)pyrene ranged from 116.3 ng/g to 1,833.6 ng/g. All these values are higher than what is established by legislation (Table 3), indicating a polluted environment.
Table 3
Values (ng/g) for PAH concentrations in sediment from CONAMA 420/2009.
Substance | Sediment (ng/g dry weight) |
| Prevention value | Intervention value |
Anthracene | 39 | N/R |
Benz(a)anthracene | 25 | 9,000 |
Benz(k)fluoranthene | 380 | N/R |
Benz(g,h,i)perylene | 570 | N/R |
Benz(a)pyrene | 52 | 400 |
Chrysene | 8,100 | N/R |
Dibenz(a,h)anthracene | 80 | 150 |
Phenanthrene | 3,300 | 15,000 |
Indene(1,2,3-c,d)pyrene | 31 | 2,000 |
Naphthalene | 120 | 30,000 |
N/R = Not referenced |
• PAHs Sources
Isomeric ratios between some PAHs were used to comprehend source emissions. It is necessary to consider that they are determined by the differences in thermodynamic stabilities between the different isomers. Combustion processes are generally associated with an increase in the proportion between the most stable and least stable isomers due to the energy involved. The emissions of petrogenic origin are not subject to the same energetic conditions as those of combustion processes, resulting in low relative values of this proportion (Yunker et al., 2002). The number of rings is also indicative. The predominance of PAHs with 2 or 3 aromatic rings is mainly due to petrogenic sources (Wang et al., 1999). However, they may also be associated with incomplete combustion processes of fossil hydrocarbons (Yunker & Macdonald, 2003). PAHs with 4 or 6 aromatic rings are mainly associated with the burning of fossil fuels and combustion processes at high temperatures (Yunker et al., 2002).
Different diagnostic ratios were used with the aim of determining the potential origin of PAHs: LMW PAHs/HMW PAHs, Ant/(Ant + Phe), Flth/(Flth + Py), BaA/(BaA + Chr) and Phe/Ant.
PAHs can be divided into two large groups: low molecular weight compounds contain two or three fused aromatic rings (naphthalene, cenaphthylene, fluorene, phenanthrene, and anthracene), and higher molecular weight PAHs contain four or more fused rings (fluoranthene, benzo(a)anthracene, benzo(b)fluoranthene, benzo(k)fluoranthene, chrysene, pyrene, benzo(g,h,i)perylene, benzo(a)pyrene, dibenzo(a,h)anthracene, and indene(1,2,3-cd)pyrene) (Moore & Ramamoothy, 1984). The possible sources of PAH emissions in industrial waste deposits are determined by summing the concentrations of low-molecular-weight PAHs and high-molecular-weight PAHs at the collection points (LMW/HMW), where ratios greater than 1 indicate a predominance of low-molecular-weight PAHs and petrogenic sources, while ratios of LMW/HMW < 1 indicate combustion sources (Yunker et al., 2002).
Figure 5 shows the distribution of the LMW/HMW ratio for the analyzed aromatic compounds. LMW/HMW > 1 at only point S1, which suggests that the PAHs are emitted from a petrogenic source, while at the other sampling points, the ratio of LMW/HMW < 1 suggests combustion emission.
Table 4
Total PAHs concentrations and isomeric ratios.
Sample | Total PAHs (ng/g) | LMW/ HMW | Ant/ (Ant + Phe) | Flth/ (Flth + Py) | B(a)A/ B(a)A + Chr | Phe/ Ant |
S1 | 29,335.10 | 1.11 (petrogenic) | 0.3 (combustion) | 0.56 (combustion) | 0.5 (combustion) | 2.36 (petrogenic) |
S2 | 2,381.70 | 0.47 (combustion) | 0.24 (combustion) | 0.59 (combustion) | 0.45 (combustion) | 3.22 (petrogenic) |
S3 | 1,471.70 | 0.79 (combustion) | 0.13 (combustion) | 0.58 (combustion) | 0.47 (combustion) | 6.56 (petrogenic) |
S4 | 4,644.60 | 0.91 (combustion) | 0.19 (combustion) | 0.54 (combustion) | 0.48 (combustion) | 4.22 (petrogenic) |
Table 4 shows the distribution of the LMW/HMW ratio for the samples analyzed. LMW PAH/HMW PAH > 1 is observed only at point S1, which suggests that at this site, PAHs are emitted from a petrogenic source, while at the other sampling sites, LMW PAH/HMW PAH < 1 suggests combustion emission.
Phenanthrene is more thermodynamically stable than anthracene. Low values of the Ant/(Ant + Phe) ratio indicate petrogenic sources, while high values indicate combustion processes. In general, it can be concluded that when the ratio Ant/(Ant + Phe) < 0.10, the origin of PAHs is petrogenic (crude oil, diesel, fuels and kerosene), while Ant/(Ant + Phe) > 0.10 indicates the predominance of combustion processes (burning of different types of coal, biomass and raw oil) (Brum, 2007; Yunker et al., 2002; Zheng et al., 2002). According to this distribution, the origins of all samples analyzed suggest sources with combustion processes since the ratio of the isomers present values greater than 0.10 (Fig. 5 and Table 4).
The ratio between the fluoranthene concentration divided by the sum of the concentrations of the fluoranthene and pyrene isomers (Flth/(Flth + Py)) with values lower than 0.5 suggests petrogenic sources, while higher values indicate combustion processes. Flth/(Flth + Py) < 0.5 are found in samples of petroleum and derivatives, as well as in the combustion of gasoline, diesel, crude oil and vehicle emissions. Values greater than 0.5 are associated with the combustion processes of kerosene, vegetable biomass and most types of coal (vegetable, coke and bituminous) (Yunker et al., 2002). Figure 5 shows that for all the sampling sites, Flth/(Flth + Py) > 0.5, suggesting that the emission of PAHs occurs through combustion.
Diagnostic ratios using benzo(a)anthracene and chrysene (B(a)A/B(a)A + Chr) were also evaluated for the identification of a possible source of contamination. B(a)A is thermodynamically more stable than chrysene. B(a)A/B(a)A + Chr ratio < 0.20 is associated with petrogenic sources, while values greater than 0.35 are associated with the combustion processes of petroleum and its derivatives and plant biomass. For values between 0.20 and 0.35, it is not possible to determine the origin of the sources of PAHs (Yunker et al., 2002). Figure 5 shows that all samples exhibit B(a)A/B(a)A + Chr > 0.35, suggesting a combustion process.
The ratio between the concentration of phenanthrene and that of anthracene (Phe/Ant) was also evaluated to identify a possible source of contamination. Phe/Ant ratios < 10 are associated with thermogenic sources, while values greater than 15 are associated with pyrolytic sources. Values from 10 to 15 do not allow the determination of the origin of the PAHs. The values of these isomers are less than 10 (Table 2), which suggests that they are sources of contamination from petrogenic sources.
Thus, PAHs from industrial waste deposits in the Volta Redonda region are predominantly derived from pyrolytic (combustion) sources (Fig. 5 and Table 4). According to Zhang et al. (2005), however, it must be considered that these reasons are indicative and not definitive, as there are variations in the distribution of isomers from different origins. In addition, many of the samples represent complex matrices that can be provided by different sources, in which PAHs are exposed to all types of weathering capable of modifying the existing distribution profile.