3.1 Soil physicochemical parameters
Table 1 presents the soil's physicochemical properties in the landfill site and the control site.
pH: The mean concentration of hydrogen ions (pH) in all soil samples range from slightly acidic conditions (6.79 ± 0.28) to neutral soils (7.09 ± 0.37). The results revealed that the soil's pH in landfill sites stretched from slightly acidic to a neutral soil pH, whereas in the control site, the pH concentration is slightly acidic (6.67 ±0.28).
This study indicated that all collected soil samples from both sites are within the standard pH range set by WHO (6.5 to 8.5). The variation of soil pH might attribute to the topography effects, such as soils on the side of hills, which tend to be shallow due to erosional losses [15]. Also, dry environments may lead to various soil pH, where leaching and weathering are less intense, resulting in neutral and sometimes alkaline soils.
Moisture content: Soil moisture is an essential variable in the climate system. The moisture content is higher in landfill site when compared to control site soils, the mean values of moisture content on Site 1 ranges between (11.07 ± 3.39 %) and (13.48 ± 3.43 %), while in Site 2, the mean weight percentage was 10.16 ± 2.30 % respectively. The low levels of moisture in both sites may be due to these sites' topography, controlling water flow and material transport. Sites 1 and 2 were both located on hill slopes, with area 2 hillier than site A. There was a significant difference between all site A and site B portions. This topography type is likely to encourage quick rainwater runoff during rainy days before the soil could absorb enough water and dry soils. Warm weather with less rain during sampling days is also contributing to a high evaporation rate of soil moisture and the resultant dry soil observed in this study.
Soil electrical conductivity (E.C.): The electrical conductivity concentration range between 606 ± 349.87 µS/cm and 72.04 ± 41.59 µS/cm. The high content of electrical conductivity practical on portion A of Site 1, followed by the control site's soils (Site 2) and the minimum values reported on portion B soils. The E.C.'s obtained data in this study is well below the earth's salinity threshold. Soil E.C. is a significant indicator of soil salinity, and it is a measure of the amount of salt in the soil but does not indicate the specific salt or ions that might be present. E.C. is a good indicator of salts like sodium, potassium, chloride, or sulfate [16]. Saline soils are those with salt levels (E.C.) above 4 dS/m [17]. In the present study, the soil's E.C. indicates to be lower than the saline level.
Soil E.C. lower than 200 µS/cm has insufficient nutrients for the plants and could show a disinfected soil with little microbial activity [18].
Soil Organic matter (SOM): Organic matter means the percentage noted to range between 1.62 ± 0.93% and 0.96 ± 0.55%. In all sites, organic matter existed in meager amounts at a rate of < 2%, with the least moderate values of 1.62% observed at portion B of Site 1 and a low percentage of 0.96 reported on portion C soils. This study's low organic matter levels may be caused by decaying microorganisms' reduced existence since organic matter is considered an essential soil health component. Therefore, its reduction results in soil degradation, increasing the decomposition rate and low availability of soil vegetation. Soil organic matter is the most valuable soil property. Low and poor organic matter levels may increase soil erosion processes, while the high amount of organic matter could affect the soil pH by decreasing soil pH levels [19]. Soil organic matter improves both the soil's physical and chemical properties by promoting biological activity and maintaining environmental quality [20]. It is also known to play a significant role in providing nutrients and water to plants and giving a good state of plants [21].
Table 1: Physiochemical properties in soil (Mean±SD)
Sample Sites
|
Moisture content (%)
|
pH
|
Electrical Conductivity(μs/cm)
|
Organic Matter (%)
|
Site1-Portion A
Site1-Portion B
Site1-Portion C
Site 2 (control)
|
12.30 ± 1.89a
13.48 ± 3.43b
11.07 ± 3.39c
10.16 ± 2.30d
|
7.06 ± 0.22a
7.09 ± 0.37a
6.79 ± 0.25b
6.67 ±0.28b
|
606 ± 349.87a
72.04 ± 41.59b
264 ± 152.42c
133.01 ± 76.79d
|
1.40 ± 0.80a
1.62 ± 0.93a
0.96 ± 0.55b
1.16 ± 0.67c
|
Data presented as the mean, n = 3; S.D. = Standard Deviation; Means with different letters within the same column show a significant difference (P < 0.05). Letter a, b, c, and d in the means show that there is a statistically significant difference between the variables in the column
3.2 Heavy metals in soil
Table 2 shows the predominating elements (Pb, Cd, Cu, and Hg) results in this study. Heavy metal concentration for soil samples are in ppm, and Figure 2 provides a graphical form of results
Lead (Pb):
Lead (Pb) 's mean concentration in this study exceeded the permissible limits from WHO (0.10 ppm) for all portions of Site 1 and Site 2 soils. The highest deposit of Pb (1.81 ± 1.05 ppm) at landfill site (Site 1-portion A) followed by the soil from portion B (1.04 ± 0.06 ppm) while the control site (Site 2) soils carried the lowest Pb deposits 0.46 ± 0. 60ppm.The results reveal that the polluted soils from landfill sites hold a high Pb concentration than the soils from unpolluted sites. Lead (Pb) is a metal associated with human activities for several decades, and it is a common industrial metal that had become widespread in soil, air, and water. High Pb concentration in the dumpsites soil might be due to large deposits of used batteries, used plastics materials, lubrication oils, and automobile exhaust fumes. Areas next to the roads and in the drip lines of older housing usually contain a high Pb number [22].
Exposure to high Pb levels can cause a range of health problems such as chronic neurological disorders, especially in fetuses and children. Since they are still small, their bodies continue to grow [23]. The most common sources of Pb that might result in more Pb concentration in site B are deteriorated paint in older housing and suspended soil dust [22].
Cadmium (Cd):
Cadmium (Cd) has higher concentration levels at Site1-portion C (0.98±0.89ppm), while the lowest amounts procure at Site1-portion B (0.56±0.41ppm). The Cd levels existed in amounts way above WHO permissible limits for Site 1 and Site 2. Cd exists naturally, and it's a poisonous heavy metal that can occur as a waste product from industrial workplaces, plant soils, and smoking. The high levels may occur due to the disposal of cadmium batteries or metal scraps and metal plating, plastic stabilizers, and pesticides. It is also present as a pollutant in phosphate fertilizers, and some cigarette smoking can be a significant source of Cd exposure. People can have kidney failure as Cd exposure results [24]. Cd concentration has the potential to contaminate the soil at just one point. It has been noted to impact human health as it has long-term bioaccumulation, causes renal dysfunction, lung cancer, and bone defects [25].
Copper (Cu):
This metal deposit was higher on control site soils (0.72 ± 0.40ppm) than on portions of Site 1, while soils of portion B of Site1 carry shallow Cu concentration. Their concentration ranges between 0.72 ± 0.40 ppm and 0.41 ± 0.15ppm. The obtained results reveal that unpolluted soils contain higher Cu concentrations than polluted soils. For this study, Cu concentration was available below the allowed limit value from WHO, and the values were recorded less than < 1.50.
Copper is a critical element for different metabolic processes. It occurs naturally and spreads through the environment. The Cu can be free into the location through natural sources and human activities. The application of fertilizers, pesticides, and fungicides that contain copper might cause high levels of Cu in the soil. Also, the solubility of Cu decreases with the increases in soil pH [26].
Long-term Cu exposure can result in irritation of the nose, mouth, and eyes. Sometimes it can cause headaches, stomach aches, dizziness, vomiting, and diarrhea. Furthermore, high uptakes of Cu substances may lead to liver and kidney damage and death [27].
The soil contamination by Cu resulting from excessive Cu concentration has health risks that could bring about infections, anaemia, and thinning of bones [28]. Lead, copper, and Cadmium combine with the sulfhydryl (-S.H.) group, interfering with the other substances' enzymes in the body. Also, they inhibit the passage of nutrients in and out of the cell [5].
Mercury (Hg):
The mercury (Hg) concentration ranges between 6.28 ± 4.21ppm and 1.69 ± 0.62ppm. High Hg concentrations were reported on Site 1 portions, while on Site 2, soils contain small amounts. The mean concentrations of Hg for all collected soil were exceedingly above the WHO's approved limit.
WHO allows 1.0 mg/kg respectively as the maximum permissible limits of Hg on soil [29]. In South Africa, the allowable soil limit for Hg is 0.93 mg/kg [30].
Table 2: The mean concentration of selected heavy metals in the soils of the study sites (mean ± S.D.)
Collection sites
|
Mean concentration (ppm)
|
Permissible limits [23] from WHO (ppm)
|
Pb
|
Cd
|
Cu
|
Hg
|
Site 1- portion A
|
1.81 ± 1.05a
|
0.63 ± 0.54a
|
0.63 ± 0.41a
|
6.28 ± 4.21a
|
Pb: 0.10
|
Site 1-portion B
|
1.04 ± 0.05b
|
0.56 ± 0.41a
|
0.41 ± 0.14b
|
3.53 ± 1.98b
|
Cd: 0.01
|
Site 1- portion C
|
0.80 ± 0.41b
|
0.98 ± 0.89b
|
0.51 ±0.15c
|
3.21 ± 2.30c
|
Cu: 1.50
|
Site 2 (control)
|
0.46 ± 0.60c
|
0.84 ± 0.45c
|
0.72 ± 0.40d
|
1.69 ± 0.62d
|
Hg: 1.0
|
Data presented as the mean, n = 3; S.D. = Standard Deviation, means with different letters within the same column shows a significant difference (P<0.05)
3.4 Statistical results
The one-way ANOVA statistical analysis and Correlation examination results are shown in Table 3 and Table 4, respectively.
A statistically significant difference between groups was determined by one-way ANOVA (F= 8.443; p = 0.003). A Tukey post hoc test revealed that the heavy metal concentration significantly different from one metal content to another.
The multiple comparisons show that the concentration of Pb, Cu, and Cd is not statistically different where p> 0.05, while the concentration of Hg was statistically different from concentration Pb, Cu, Cd where p< 0.05.
Lead (Pb): There is a statistically significant difference between the sample sites observed for concentration of Pb metal in soil samples, determine by ANOVA (F= 8.443; p = 0.003). The Pb concentration on all portions of Site 1 soils contains more Pb concentration than the soils of Site 2 (control sites). This data is proved by the significance level, which is more than 0.05 (p > 0.05). The Pb concentration (presented in Table 4) negatively correlated with the concentration of Cd and Cu, while the correlation between Pb and Hg is significantly positive. Pb correlated positively but non-significantly with soil pH levels, moisture content, electrical conductivity, and organic matter.
Cadmium (Cd): ANOVA results for Cd show a statistically significant difference between the Cd concentrations in soils of Site 1 and Site 2, with the probability value (F= 8.443; p = 0.003). That means Site 1 and Site 2 soil samples have a significant difference in their concentration. It also suggests that variability in Site 1 and Site 2 is not the same. They differ much more in concentration, and we are 95% confident that the difference between the means of these two sites is not due to chance. The null hypothesis is rejected because the p-value is less than 0.05 (p < 0.05). Cd concentration (as shown in Table 4) correlated non-significantly negative with Hg concentration, and the correlations were positive between Cd and Cu. The concentration of Cd correlated negatively with levels of soil pH, moisture content, electrical conductivity, except for organic matter content, which significantly correlated with Cd at 0.05 level.
Mercury (Hg): A one-way between soil samples of two sites, ANOVA was conducted to compare Hg concentrations within these sites. There was a statistically significant difference in Hg concentration between soils of Site 1 and Site 2 at the p< 0.05 level for the conditions F= 8.443; p = 0.003. A negatively non-significant correlation has been experimented with Hg concentration and Cu, but Hg concentration correlated significantly positively with soil pH, moisture content, electrical conductivity, and organic matter.
Copper (Cu): The calculated one-way analysis of variance (ANOVA) on soil samples of polluted and unpolluted sites reveals a statistically significant difference between the two sites for Cu concentration, F= 8.443; p = 0.003. This data suggests a significant difference between the mean Cu concentration on two Sites (1 and 2). Cu concentration correlated negatively with pH, moisture content, organic matter, except for electrical conductivity, which correlated positively but non-significantly with Cu concentration.
These results indicate that physicochemical properties directly impact the concentration level of selected metals, except for Cd, which is indirectly affected by physicochemical parameters.
Table 3: The one-way ANOVA results in the analysis of four ubiquitous metals in soil samples.
ANOVA
|
Metals
|
|
Sum of Squares
|
df
|
Mean Square
|
F
|
Sig.
|
Between Groups
|
25.543
|
3
|
8.514
|
8.443
|
0.003
|
Within Groups
|
12.102
|
12
|
1.009
|
|
|
Total
|
37.646
|
15
|
|
|
|
Table 4: The correlation analysis between heavy metals and soil physicochemical properties
|
Pb
|
Cd
|
Hg
|
Cu
|
pH
|
Moisture content
|
OM
|
EC
|
Pb
|
1
|
|
|
|
|
|
|
|
Cd
|
-0.603
|
1
|
|
|
|
|
|
|
Hg
|
0.994**
|
-0.516
|
1
|
|
|
|
|
|
Cu
|
-0.110
|
0.275
|
-0.121
|
1
|
|
|
|
|
pH
|
0.799
|
-0.853
|
0.761
|
-0.576
|
1
|
|
|
|
Moisture content
|
0.603
|
-0.829
|
0.561
|
-0.741
|
0.961*
|
1
|
|
|
OM
|
0.485
|
-0.986*
|
0.395
|
-0.375
|
0.829
|
0.853
|
1
|
|
EC
|
0.829
|
-0.119
|
0.861
|
0.314
|
0.328
|
0.062
|
-0.042
|
1
|
** Correlation is significant at 0.01 level (2-tailed)
*Correlation is significant at 0.05 level (2-tailed)