The hotspots map of the entire Niger Delta is presented in Figure 2. The map shows areas that are more clustered, moderately clustered and less clustered with oil spills, indicating highly impacted areas, moderately impacted areas and less impacted areas respectively. Areas mostly affected are Rivers, Bayelsa and Delta states. Out of these states, Rivers state has lots of incidences of oil spills pollution and Ahoada community in the state was therefore chosen as the study area. Figure 3(a) and 3(b) shows the oil spill map by pipeline interdiction and the general oil spill hotspots in Ahoada community respectively. The hotspots vandalization areas include, Ochebeke, Idu-Ekpeye, Ukperede, Okobe, Odieke in Ahoada west, while areas like Iheke, Uduogba and Akpobo in Ahoada east are highly impacted. Communities falls within the moderately affected includes Akinima, Oshie and Onitu in Ahoada west, while places like okobe, Ogbo, Oklisame, Obulubulu and Abessa in Ahoada east are moderately affected. With regards to the general spills which consist of accidental, natural and interdiction, the hotspots areas are Ochebeke, Oshie, Idu-Ekpeye and Ebraso in the west while Ochebe and Obulubulu from the east respectively.
4.2 Analysis of the resistivity imaging method of Ahoada communities
The resistivity and IP results of the inverted sections of earth material data collected from the electrodes laid on line section 1 on the site measuring 108m from origin are as shown Figure 4. Resistivity values recorded along this transect ranged from 56 - 100000Ωm. The occurrence of various resistive bands within the fresh water resistivity range indicates the presence of freshwater groundwater system. These resistivity range signature appears to the near surface during the sampling period indicative of a very shallow water table that is reached within less than 0.1 - 0.5m from the surface. There are more resistive signatures on the surface areas towards the right of the transect 64m to 108m. This may likely indicate recent migration of a mobile dissolved and or non-aqueous resistive material towards the surface by the rising water table during the last rainy season water table rise episode. There is also a discontinuous band of resistive materials on the surfaces around 30m – 60m.
There is a very resistive plume from 15000 -100000Ωm range, 5m below the ground surface with lateral distance range from 36m – around 54m. The resistivity distribution in this line profile depicts a long term process has been creating the marked elevation observable in this profile which are very significant from the expected normal resistivity ranges of the predominant earth materials on this site which is sand, soil and fresh water. Inverse Polarization levels recorded as chargeability responses along the Line 1 transect ranged from (-83) – 306 mV/V. Aside a few centimeters below the ground surface in section from 12m – 44m, every other segment of this transect recorded chargeability above 13.9mV/V. There is a contiguous presence of hydrocarbon contaminant plume from 48m to 108m from the ground surface to lowest depth achieved by the line length ES of 19.7m. From points 0 – 52m exists a visible plume movement (1m – 14m below ground surface) towards the NS direction of the site which was the orientation of the line transect. The plume in the first 0-3m below ground surface at points 48m – 108m appear to be created from the migrating plume at 36 – 52m (4.9 – 12m below ground level) and lower depths around points 80 - 96m down the transect. These sources appear to be secondary sources as revealed from the 3D rendering of the 2D data sets.
The resistivity and IP results of the inverted sections of the study area collected from the electrodes laid on line section 2 on the site measuring 108m from origin are as shown in Figure 5. Resistivity values recorded along this transect ranged from 78 - 100000Ωm. There is the wide spread presence of resistive bands within the fresh water resistivity range indicating the presence of freshwater groundwater system intercepted encountered by the injected current. These resistivity range signature appears to the near surface during the sampling period indicative of a very shallow water table like in line1 that is reached within less than 0.3 - 0.5m from the surface. There are more resistive signatures on the surface areas towards the south of the transect 72m to 108m than there are within the same zones from 0 – 68m. This may likely indicate resent migration of a mobile dissolved and or non-aqueous resistive material towards the surface by the rising water table during the last rainy season. There is a migrating plume of resistive materials south of the transect from 4m – 18m below ground surface spanning from 8m – 68m. There appears a slight discontinuity of the resistivity elating medium along this plane from 68 - 84m. The inverse polarization readings along the Line 2 transect ranged from -75 to 232mV/V. The chargeability values were significant along these corridors on the transect (12 – 28m), (34 – 60m), and 68 – 108m) the plume created by these was more spread from the distal areas of the line southwards went 0 - 5m and even further towards the 100m – 108m points. Below these set of plumes, there is also another obvious upward moving plume from areas below 19.7m especially from 0m – 12m, 32m – 72m and 84m – 92m and 96m – 108m respectively. From these upward movements 6 corridors of upward migration is visible.
The resistivity pattern observed along the earth material matrixes depicted in Figure 6 revealed a similar resistivity signature as the first two lines described above with very clear indication of a prominent fresh water signature near the surface less than 0.3m. The resistivity ranges were between 29 – 100000Ωm with a discontinuous band of higher resistive readings above the water table from points 0m to 108m. There is a sharp resistivity discontinuity between 5.7 to 8m down the profile with 2 prominent resistivity plumes migrating from the North to south section of the transect. Surrounding these major resistivity plumes are lower resistivity smears from 5.7m down to about 20m the horizontal stretch of this resistivity plume is from 0 – 108m with the leading edge appearing to be rising to the surface under the influence of the rising groundwater system. The inverse polarization result shows a very prominent chargeability plume around 5.7 – 15m below the ground surface and stretching from 36m – 48m. The plume is vertically elevating towards the surface through a corridor which has created a smear zone between 52 – 72m. Another surface movement corridor is visible around 84 – 108m and is coming from possible secondary sources 20m below the ground surface while another corridor exists behind the point of origin (0m mark) on this transect.
The resistivity signatures recorded along this transect of Figure 7 were almost 3 folds lower than in the first 3 line readings however, a similar pattern is noticed in the resistivity profile along this transect. The range of resistivity recorded was 69 – 30749 Ohm-m with a prominent resistivity bulge at the mid-section of the line from 40m – 64m horizontally and 8m – 17m vertically. From the median point elevated resistivity smear zones migrate left and right, thinning out as they spread in both directions. The inverse polarization section of this line shows a highly significant spread of chargeability around the entire soil profile except at the median point around 48 – 60 m were the chargeability was quite reduced with negative values recorded. The presence of negative chargeability is not unusual as this phenomenon is attributable to point distribution factors of the resistive materials. Chargeability values ranged from (-367) – 222mV/V. there is evidence of upward migration of the plume from lower sources to the surface southwards of the electrode line. The surface plume is very significant around the 81m – 108m areas which areas are near the entrance to the swamp.
4.3 Hydrocarbon contaminants in water and soil samples
The results of the analysis of the hydrocarbons present in the soil samples are presented in Table 1 and 2 as well as Figure 8 respectively. Total organic carbon (TOC) and Benzene-Toluene-Ethylbenzene-Xylene (BTEX) detected in samples from both impacted and remediated areas are far below the DPR limit (Table 2). On the other hand, the polycyclic aromatic hydrocarbons (PAH) are more prevalent in the Ukperede sample, which ranges between 54.56 and 77.54 mg/kg (Figure 8) with predominant components being Naphthalene (9.3%), Fluorene (4.65%), benzo(a)pyrene (6.98%) and Benzene, 1,2,3-trimethyl- (6.98%) as shown in Table 1. These components together with other traces were found to be somewhat below the detection limit after remediation. These organic compounds are generally hydrophobic in nature due to two or more benzene rings, which make them resistant to structural degradation (Anejionu, et al, 2015). This success could be linked to the remediation technique used, probably combination of soil washing, chemical oxidation, electrokinetic, photo-oxidation, evaporation, and microbial oxidation (Polyak et al. 2018; Gitipour et al. 2018).
Table 1
PAH calibration of Ukperede
Compounds | Retention Time (RT) | QI on | Conc (Unit)ppm | Response | Dev (min) # | % of Conc |
Benzene, 1,2,3-trimethyl- | 5.926 | 105 | 0.03 | 8652 | 1 | 6.98 |
Naphthalene | 6.263 | 105 | 0.04 | 12523 | 35 | 9.30 |
2-Methylnaphthalene | 8.488 | 128 | 0.01 | 4034 | 1 | 2.32 |
Acenaphthylene | 8.593 | 128 | 0.02 | 6820 | 1 | 4.65 |
Acenaphtene | 10.003 | 142 | 0.02 | 7004 | 48 | 4.65 |
Fluorene | 10.003 | 152 | 0.02 | 7004 | 43 | 4.65 |
Anthracene | 11.937 | 153 | 0.02 | 6426 | 59 | 4.65 |
Phenanthrene | 12.320 | 166 | 0.02 | 4773 | 1 | 4.65 |
Fluoranthene | 13.412 | 178 | 0.02 | 5986 | 66 | 4.65 |
Pyrene | 15.828 | 178 | 0.03 | 7491 | 1 | 6.98 |
Benz(a)anthracene | 15.940 | 202 | 0.02 | 5063 | 1 | 4.65 |
Chrysene | 20.000 | 202 | 0.02 | 4806 | 1 | 4.65 |
Benzo(b)Fluoranthene | 20.667 | 202 | 0.03 | 7472 | 1 | 6.98 |
Benzo(k)Fluoranthene | 24.387 | 228 | 0.02 | 6902 | 1 | 4.65 |
Benzo(a)pyrene | 24.453 | 228 | 0.03 | 9935 | 27 | 6.98 |
Diben(a,h)anthracene | 27.159 | 252 | 0.03 | 7457 | 1 | 6.98 |
Indeno(1,2,3-cd)pyrene | 27.212 | 252 | 0.02 | 6796 | 1 | 4.65 |
Benzo(g,h,i)perylene | 27.922 | 252 | 0.03 | 7276 | 1 | 6.98 |
TOTAL | | | 0.43 | | | 100 |
The concentrations of TPH and oil and grease in remediated sites were significantly higher than the impacted particularly in the Oshie samples. Generally, natural attenuation, such as evaporation, photo-oxidation, and biodegradation, is expected to reduce hydrocarbons to a large extent for certain period. However, the observation noted could be attributed to the presence of recalcitrant compounds with higher molecular weight in addition to their possible toxic degradation intermediates, which are capable of inhibiting oil-degrading microorganisms (Polyak et al. 2018). This shows that hydrocarbons cannot be completely removed by biological decontamination, even after a prolonged exposure. Consequently, the results from this finding suggests high values of hydrocarbon contaminations in these sites, which exceeded the background values for petroleum hydrocarbon in rural agricultural wet lands soils of the Niger Delta region in Nigeria and regulated limits making the site unfit for agricultural purposes.
Table 2
Results of Hydrocarbon Analysis of the Soil Samples. Values are average of triplicates (TOGx103, TPHx102 and TOCx10)
| Chemical compound |
TOG (mg/kg) | TPH (mg/kg) | PAH (mg/kg) | BTEX (mg/kg) | TOC % |
Oshie IMP Soil 01 | 19.84 | 42.81 | 0.43 | 0.1 | 2.37 |
Oshie IMP Soil 02 | 17.96 | 31.97 | 33.53 | 0.38 | 5.14 |
Ukperede IMP Soil 01 | 16.37 | 41.39 | 54.56 | 0.22 | 4.84 |
Ukperede IMP Soil 02 | 21.75 | 58.36 | 77.54 | 0.14 | 6.04 |
Akinima Soil IMP 01 | 14.92 | 19.44 | 43.02 | 0.09 | 2.17 |
Akinima Soil IMP 02 | 15.69 | 17.27 | 6.99 | 0.19 | 4.15 |
Ihereke Soil IMP | 16.09 | 46.73 | 5.48 | 0.02 | 3.37 |
Oshie RS | 24.67 | 50.78 | 0.42 | 0.01 | 1.14 |
Ukperede RS | 16.75 | 24.78 | 0.43 | 0.15 | 8.11 |
Akinima RS | 14.86 | 11.73 | 10.65 | 2.7 | 7.18 |
Ihereke RS | 12.71 | 28.42 | 2.4 | 0.38 | 2.74 |
Control Soil CS | 0.27 | 0.68 | 0.49 | 0.01 | 0.318 |
DPR Limits | 5000 | 5000 | 40 | 246 | 2 |
*DPR (Department of Petroleum Resources) *TOG (Total Oil and Grease) * TPH (Total Petroleum Hydrocarbon) *PAH (Polycyclic Aromatic Hydrocarbon) *BTEX (Benzene, Toluene, Ethylbenzene and Xylene) *TOC (Total petroleum hydrocarbons) |