4.1. Waste Characterization and Leachate Plumes Mapping Using ERT and GPR Imaging
Profile ERT-1 was acquired on the surface of the dumpsite to determine the extent of waste deposit and to detect sub-surface pathways of a plume. The inverted model (
Figure 4A) shows the waste-contained zone along with ERT-1 profile from 0 to 40 m characterized by 31 Ωm to 50 Ωm resistivity value within upper 4 m. Further 40 m to 60 m zone with resistivity value of 25 Ωm within ~1 m is defined as natural ground. However, a homogenous resistivity zone having values about 50 to 80 Ωm is observed underneath the natural ground may be indicating old or less saturated domestic waste material marked by a black dotted line. Another waste-contained cell is observed in the N-E part of ERT-1 with a very high resistivity of about 80 to 125 Ωm extended a few meters below the ground surface. An important anomalous zone characterized by extremely low resistivity ≤8 Ωm is observed at depth of ~6 m. This zone is interpreted as contaminant plumes, and it is extended up to 14 m in the sub-surface. The NE dipping anomaly and trend of elevation (
Figure 3) indicate that the plumes have their origin in the SW portion of ERT-1 and may probably migrate in the NE direction over time in the future. The zone between waste contained zone and leachate plumes is known as the intermittent zone, which is observed between the depth of 4 m to 6 m and is the lower limit of solid dump waste and a transition to a high conductive zone.
GPR section (
Figure 4B) reveals the continuous reflections on the top relating to the surface cover. The very near-surface of dumpsite was not imaged based on radar reflections except the boundaries of different zones (domestic waste, old buried or less saturated domestic waste and commercial waste) compared to ERT-1 which helped in distinguishing several features within this depth. There are substantial reflections within the top 4 m and laterally these strong reflections are prominent between 0 to 40 m and then 60 to 80 m. Furthermore, ref. [
14] indicated that dumpsite produce discontinuous intense scattering regions on radargram. According to [
43] strong diffraction hyperbola is produced because of the high reflectivity of buried waste and the high heterogeneity of buried waste disturb the soil media. The strong signals at different depths underneath those areas covered by domestic and commercial wastes are attributed to the targets (rubbles and metallic wastes) within a waste deposit.
Sub-surface section ERT-1 (
Figure 4A) and GPR-1 (
Figure 4B) have a favorable correlation in defining the thickness of the waste-containing zone as well as characterization of the waste. The studied dump thickness is about 4 m, below which resistivity value drop less than 8 Ωm and serious radar signal attenuation is observed, that is probably related to plumes of conductive leachate. The 0–40 m zone can be referred to as domestic waste with resistivity range 31 to 50 Ωm and some prominent GPR reflections are observed up to the depth of 4 m. No significant reflection is observed on the top section, ~1 m of radargram between 40 to 60 m, which can be referred to as natural ground while below this depth GPR reflection is observed can be referred to as old buried domestic waste or less saturated domestic waste with resistivity range of 50 to 80 Ωm. Between 60 to 75 m zone concentration of GPR signal reflections is high as compared to 0 to 60 m zone of the radargram and high resistivity values 80 to 127 Ωm are also observed exactly in this zone, suggesting that this waste cell is filled with some commercial waste. Classification of waste based on resistivity variation and the maximum depth of each waste-contained zone is mentioned in
Table 2.
The subsurface cross-section (
Figure 4C) depicts the movement of the leachate plume toward the low gradient side of the study area.
Following the leachate accumulation point on the surface of low land adjacent to a dumpsite boundary profile, ERT-2 was acquired. The purpose of this profile was to see the leachate concentration on the very near surface. This section (
Figure 5A) is located close to the leachate accumulation point and the depth of leachate percolation is very shallow, ~2 m as compared to ERT-1 (
Figure 4A). The near-surface resistivity of this section is <5 Ωm (white dotted line) lower than the ERT-1. Therefore, it can be concluded that the leachate mineralization is high at the shallow depth close to the leachate accumulation point as compared to the leachate of the waste-containing zone. Below the leachate saturated zone between the depth of 2–5 m, there are dry strata of gravel. Similar very low resistivity patterns have been reported for leachate saturated zones in a controlled environment [
44,
45].
GPR-2 (
Figure 5B) reveals that at the top of radargram signal attenuated significantly. High conductive nature of leachate plume is assumed to be responsible for severe attenuation. GPR signal dies out as it interacts with a highly conductive contaminated body, therefore no reflection is observed below the signal attenuation zone [
46]. A similar pattern of subsurface contamination generated by dumpsites was also observed by [
37,
47,
48]. In the current study, some diffraction signals are observed towards the agricultural landside, which could be due to uncontaminated land.
Subsurface cross-section based on ERT-2 and GPR-2 sections (
Figure 5C) revealed that the concentration of leachate plumes from the accumulation point is high towards the Bara Riverside as compared to the agricultural land.
Profile ERT-3 was acquired from leachate accumulation point towards agricultural land on the eastern side. The purpose of this profile was to map the spatial and vertical distribution of plumes and to delineate the potential leachate migration routes beyond the leachate accumulation point toward agricultural land. The physical distance between the leachate accumulation point and agricultural land is 80 m. ERT-3 section (
Figure 6A) reveals that the low resistivity zone (<5 Ωm) marked by a dotted white line is extended up to 110 m laterally and 8 m vertically. Below the low resistivity zone from 8 m to 28 m there are thick strata of 20 m. Based on borehole data this zone is interpreted as saturated gravel boulder strata with resistivity value (>80 Ωm).
Profile GPR-3 was about 160 m long and the location of a profile is the same as the location of ERT-3. The signal attenuation is observed from 0 to 90 m on radargram while the diffraction signal is observed between the distance of 90 to 104 m, which could be related to the near-surface abnormalities or uncontaminated geological strata which can also be correlated with the ERT-3 section (
Figure 6A). Signal attenuation from 104 to 114 m along GPR-3 is observed which could be due to a leachate lens that is consistent with the very low conductive zone of the ERT-3 section.
Subsurface cross-section based on ERT-3 and GPR-3 (
Figure 6A,B) depicts leachate plumes that have penetrated up to 8 m with a lateral extension of about 30 m within the agricultural land and it has not yet reached the groundwater table.
Profile ERT-4 was acquired within agricultural land adjacent to open dump waste. Section ERT-4 (
Figure 7A) depicts that a low resistivity anomalous zone is observed between 12 m and 55 m laterally with a vertical extension of more than 14 m. The low resistivity anomalous zone is interpreted as leachate concentrated area in the shallow sub-surface, which is the reason for the attenuation in the upper section of the radargram (
Figure 7B). Radar reflections are observed at the start and end of the radargram due to uncontaminated land. The source of contamination along these profiles could be the adjacent open dump waste. GPR and ERT results demonstrate that open dumpsite has resulted in polluting the agricultural land and may hit the shallow groundwater table in the future.
To validate the near-surface saturation of leachate, a small portion of survey line ERT-4 and GPR-4 was dug out up to a depth of 0.5 cm for visual observation (
Figure 1G).
Based on resistivity sections and borehole data, a specific range of resistivity for different lithology and leachate plume in the study area is given in
Table 3:
4.2. Soil Contamination
Table 4 and
Table 5 exhibit the basic descriptive statistical values of heavy metals (HMs) concentration of dumpsite soil and adjacent agricultural land. In solid waste dump soil mean concentrations of Cr, Cd, Pb, Ni, Cu, Zn, and Co are 28.5 mg/kg, 6.16 mg/kg, 17.58 mg/kg, 46.08 mg/kg, 115.79 mg/kg, 83.37 mg/kg, and 27.72 mg/kg, respectively, while the mean concentrations of these heavy metals in the agriculture land are 23.72 mg/kg, 4.18 mg/kg, 10.57 mg/kg, 24.37 mg/kg, 45.58 mg/kg, 55.09 mg/kg, and 18.81 mg/kg, respectively. The trend of heavy metals in dump soil appears as Cu > Zn > Ni > Co > Cr > Pb > Cd and in agricultural soil as Zn > Cu > Ni > Cr > Co > Pb > Cd. In the case of land use type, the concentration of heavy metals (HMs) in dump soil is greater than that of agricultural soil (
Figure 8). However, the concentration of all the HMs in the target area was found higher than that of the reference area.
The HMs concentrations were compared with the Soil Environmental Quality Standard (SEQS) such as Canadian Council of Ministers of Environment (CCME, 2007) [
49], and Chinese Environmental Protection Agency (CEPA, 1995) [
50], whereby Cd, Ni, and Cu concentration in the samples from dumpsite and agricultural site exceeded the quality standards of CCME, 2007 and CEPA, 1995 while the concentration of Cr, Co, Pb, and Zn in the soils of both the sites was found to be below the soil quality criteria of CCME, 2007 and CEPA, 1995. These results show that the soil has been contaminated with heavy metals as a result of leachate migration through unfenced and unlined waste dumpsite.
The geo accumulation index of HMs in the study area is given in
Table 6. According to [
51], geo accumulation index values are classified as G-0 (0 < Igeo ≤ 1) unpolluted, G-1 (1 < Igeo ≤ 2) as slightly polluted, G-2 (2 < Igeo ≤ 3) as moderately polluted, G-3 (3 < Igeo ≤ 4) as moderate to severely polluted, G-4 (4 < Igeo ≤ 5) as severely polluted, and G-5 (Igeo > 5) as severe to extremely polluted. The trend of mean Igeo index in the study area was Ni > Pb > Cd > Cu > Co > Zn > Cr. Heavy metals in the study area could be categorized as Cr, Zn, and Co in the unpolluted category; Cu in slightly polluted; Cd and Pb in moderate polluted; and Ni in moderate sever polluted category
Table 6.
The enrichment factor is given in the
Table 6. Six categories were recognized on the basis of enrichment factor
Table 5 namely EF (≤1: as background rank, 1–2: as minimal, 2–5: as moderate, 5–20: as significant, 20–40: very high, and above 40: extremely high enrichment. The EF for Cr, Cd, Pb, Ni, Cu, Zn, Co were 0.39, 0.65, 3.44, 8.45, 0.56, 0.36, and 0.35 respectively. Among these elements, Pb and Ni were in enriched range while Cr, Cd, Cu, Zn, and Co were depleted in the study area
Table 7.
On the basis of statistical analysis (
Figure 9), such as geo accumulation index and enrichment factor, it has been noticed that the soil of the study area has been affected by soild waste. The solid waste is composed of mainly domestic waste, and a small portion is commercial as confirmed by geophysical results in
Section 4.1. To confirm the source of commercial waste, various commercial activities and operational units such as pharmaceutical companies, steel industry, leather, cement, clothes industry, and food processing and beverages industry in the premises of the study area were observed during the reconnaissance survey.
The studied HMs concentrations in study area were compared with the published geochemical results similar type from four different countries such as China, Italy, Pakistan, and Nigeria (
Table 8). It was found that the concentrations of Cr, Pb, and Zn in the studied samples are lower while Cu, Ni, and Cd are higher than the open dumpsite situated in North China [
52]. However, HMs concentrations around the dumpsite in Italy were found to be higher for all elements except Cd as compared to that of the studied samples [
53]. The high rainfall (900 mm) could provide facilitation in leachate generation at the dumpsite of Italy as compared to the study area, with an average rainfall 420 mm. Similarly, HMs concentrations of Mahmood Booti dumping site, Lahore, Pakistan were found lower than that of the studied samples [
54]. Although the size of Mahmood Booti dumpsite is larger than the study area, the Mahmood Booti dumpsite was authorized as a dumpsite under the city district government Lahore (CDGL) and Turk company Oz Pak. The dumpsite was operated under proper vigilance as compare to Chowa Gujar dumpsite. The concentrations of Pb, Cd, Ni, and Zn in the dumpsites in Islamabad, Pakistan were found to be higher than that of the studied samples [
55], because 96% of total domestic, commercial, and industrial waste generated was dumped at this site. High volume of waste as compared to the study site could be the reason for high contamination concentration. In Nigeria, HMs concentration at dumpsite were found to be higher for Cd, Cr, Ni, and Pb while lower for Zn as compared to that of the studied samples [
56]. Electronic waste was dumped at this site, while the waste dumped at Chowa Gujar was heterogeneous as confirmed by the geophysical survey discussed in
Section 4.1. Therefore, waste type could be the reason for high HMs concentration at dumpsite of Nigeria. HMs concentration of Chifing, Inner Mongolia China dumpsite were found to be higher for Pb and Zn, and lower for Cd and Cu compared to the concentration of HMs in study area [
57]. The concentrations of Pb and Zn were high because the survey was conducted around the non-ferrous mining waste dump.