Initial soil condition
Soil physicochemical conditions were determined immediately after sampling prior to crude oil contamination. The results showed that, the soil was a sandy soil made up of 89.4% sand, 8.6% silt and 2.0% clay particles. The pH of the soil was slightly acidic (6.8 ± 0.60) at 27℃ and its electrical conductivity and cation exchange capacity were determined to be 167.0 ± 0.07 µs/cm and 12.55 ± 0.10 mol/kg respectively. Organic matter (0.45 ± 0.12%) and Carbon (0.22 ± 0.50%) contents of the soil were low just as the Nitrogen (0.04 ± 0.10%) and other ions like Phosphorus (0.61 ± 0.05 ppm), Calcium (0.33 ± 0.01 mg/Kg), Magnesium (0.43 ± 0.20 mg/Kg), Potassium (0.55 ± 0.8 mg/Kg) and Sodium (0.36 ± 0.03 mg/Kg) were.
Root exudates
Organic compounds released from roots as exudates were summarized and are presented in Table I (supplementary). Gas chromatography - mass spectroscopic analysis showed that the exudates were primarily made up of hydrocarbons, organic acids, phenolics, carbohydrates and N-containing organic molecules. Other compounds are coumarin, thiazepine and terpenoids. Figure 1 shows the percentage occurrence of the various groups of the organic compounds identified. The results also showed that plants grown in uncontaminated soil (UR) had abundant (n = 57) but less diverse compounds than contaminated rhizosphere (CR) which is more diverse but with fewer compounds (n = 51). Majority of the compounds in UR and CR were hydrocarbons consisting both saturated and unsaturated compounds. Organic acids and phenolics were next in abundance but terpenoids and thiazepines occurred only in CR. Statistical analysis revealed that the composition of the root exudates in UR and CR are not distinctly different at 99% level of significance. Using equivalence test, Figure 2 highlighted that the compounds in the two plants were not different and also not equivalent.
Changes in soil metabolic activities
Metabolic activities of the rhizosphere and non-rhizosphere soil samples was investigated. The results showed that soil respiration was more pronounced in rhizosphere soil than non-rhizosphere soil. Highest activity was observed in CR soil especially from week 8 through week 12 at the rate of 60.5 mgCO2g-1day-1, 69.99 mgCO2g-1day-1 and 70.56 mgCO2g-1day-1 respectively. In contrast to the rhizosphere soil, soil respiration in the non-rhizosphere soil is generally at a lower rate. Respiration in uncontaminated non-rhizosphere (UNR) soil was averagely 0.22 mgCO2g-1day-1, thus making the lowest throughout the study. In the contaminated non-rhizosphere, the rate was observed to increase with increasing hydrocarbon concentration but remained almost constant throughout the study period as shown in Figure 3.
Results for microbial biomass carbon (MBC) is presented in Figure 4. There was gradual increase in the MBC from week 2 through week 10 from where a drastic decline in biomass was observed. Soil in CR contained more biomass carbon (22.2 mg/Kg) due to microbial activities after 12 weeks period. However, lower MBC were observed in all non-rhizosphere soils irrespective of hydrocarbon contamination.
Changes in physicochemical parameters
Changes in soil physicochemical properties due to plant growth was investigated. Soil pH, temperature, and moisture were stable throughout the study period. The pH was slightly acidic to neutral in the range of 6.00 and 7.10 as shown in Table 1a. A more acidic condition (5.80) was however observed in CNR soil in the 4th week of the experiment which differed significantly from that of the UR soil (p > 0.05). It was also observed that the soil temperature of CNR was significantly higher than that of the rhizosphere especially after plant emergence. The temperature of the rhizosphere soil ranged between 27℃ and 37℃ (Table 1a). The soil moisture contents was generally low ranging from 2.0% to 3.5% with higher values recorded in the first and 8th week (Table 1b). Although CNR was observed to have slightly lower moisture, no significant difference was observed. The soil temperature and pH did not significantly differ from those during sampling and pre-planting periods.
For soil electrical conductivity (Table 1b), uncontaminated soils had higher conductivity than the contaminated soil during the pre-planting period. Soil samples from UR and UNR had 168.5 μS/cm and 165.9 μS/cm respectively whereas, those from CR and CNR had 62.7 μS/cm and 45.6 μS/cm respectively. Highest conductivity values were observed in the 12th weeks for all treatments. Statistical analysis using ANOVA showed that there was significant difference in electrical conductivity between contaminated and uncontaminated soils (p > 0.05).
Table 2a presents the organic carbon contained in the soil samples. Carbon content of the soil was higher in contaminated than uncontaminated soils in the earlier stages of the experiment where significant differences were observed. Higher carbon contents were observed in CNR (1.97%) and CR (1.08%) prior to planting, whereas UR (0.28%) and UNR (0.34%) had lower contents respectively during the same period. Highest percentage of carbon were recorded after four weeks of plant growth except in UR and UNR which occurred after 8 weeks. Furthermore, increase in organic matter contents (Table 2a) of the soil was related to increase in carbon contents, in which highest values were recorded in the 4th and 8th weeks of the experiment. Soil in UNR was poor in organic matter and was observed to differ significantly from all other treatments including UR at 95% confidence limit. In the 12th week of the experiment, CR (2.22%) recorded the highest organic matter contents respectively among the rhizosphere soils.
The results of soil Nitrogen (N) and Phosphorus (P) contents are presented in Table 2b. The N and P contents of the soil were generally low especially before planting which did not differ from that of the soil samples before contamination. However, the N and P in the soils gradually increased through the 8th week except in UNR and CNR where lower quantities were observed. In the rhizosphere soil, N and P contents ranged from 0.04% to 0.28% and 0.50 ppm and 2.35 ppm respectively. Averagely, CR had highest N whereas UR had highest P contents. Analysis of variance showed that the N and P contents of different soil treatments were not statistically significant (p > 0.05).
Results in Table 3a shows the Calcium and Magnesium contents of the soil samples. Calcium (Ca) contents of the soil were higher in contaminated soil than uncontaminated soil. Soil samples from CR had higher Ca contents while lowest Ca content was observed in UNR which was shown to differ significantly from other treatments (p < 0.05). Similarly, soil Magnesium (Mg) contents were higher in soil with hydrocarbon contamination. Uncontaminated soil recorded lower Mg contents especially in the rhizosphere (UR). However, the Mg contents decreased overtime and least (0.20 ppm) Mg content was observed in UR after 12 week period. UNR maintained highest Mg contents throughout the study period (Table 3a). There was no significant difference in Mg contents between the treatments except UN and CNR in week 12 (p > 0.05).
Moreover, soil Potassium (K) and Sodium (Na) contents were evaluated and the result presented in Table 3b. The K and Na contents of the soil samples from CNR and UR was the highest and lowest respectively throughout the study period. Slight changes in these contents were observed in each treatment till the end of the experiment. Potassium contents of UNR and UR differ significantly with other treatments in the pre-planting and four weeks of the experiment respectively. However, Na contents of the soil did not significantly differ (p > 0.05). Results for cation exchange capacity (CEC) show that it was higher in contaminated than uncontaminated soil and increased with increasing hydrocarbon concentration (Table 4). Uncontaminated non-rhizosphere soil had lowest CEC contents and was observed to differ significantly (p < 0.05) from all the treatments. High CEC values were observed 4 weeks after plant emergence with CR having the highest value (14.66 mol/Kg).
Table 1a: Changes in soil pH and Temperature of cowpea rhizosphere
Treatment
|
pH
|
Temperature (℃)
|
PRE
|
M1
|
M2
|
M3
|
PRE
|
M1
|
M2
|
M3
|
UR
|
6.87 ± 0.2
|
6.73 ± 0.01
|
6.66 ± 0.21
|
6.44 ± 0.12
|
32 ± 0.51
|
28 ± 0.23
|
28 ± 0.12
|
29 ± 0.25
|
UN
|
6.91 ±0.30
|
7.00 ± 0.55
|
6.80 ± 0.12
|
6.90 ± 1.10
|
30 ± 0.11
|
28 ± 0.25
|
28 ± 0.50
|
27 ± 0.11
|
CR
|
6.80 ± 1.01
|
6.40 ± 0.60
|
7.00 ± 0.33
|
6.90 ± 0.10
|
32 ± 0.01
|
28 ± 0.30
|
28 ± 0.42
|
29 ± 0.6
|
CNR
|
6.52 ± 0.01
|
6.21 ± 0.33
|
5.80 ± 0.22*
|
6.00 ± 0.50
|
32 ± 0.32
|
37 ± 0.25*
|
35 ± 0.12*
|
36 ± 0.23*
|
* The value is significantly different from others in a particular column (p ≤ 0.05)
a Values with the same superscript in a column are significantly different (p ≤ 0.05)
UR: Uncontaminated rhizosphere (control for plant growth); UNR: Uncontaminated non-rhizosphere; CNR: Contaminated non-rhizosphere; CR: Contaminated rhizosphere. RE: Pre-planting; W4: four weeks after planting; W8: 8 weeks after planting; W12: Twelve weeks after planting
Table 1b: Changes in soil moisture and Electrical conductivity of cowpea rhizosphere
Treatment
|
Moisture (%)
|
Electric conductivity (μ/mg)
|
PRE
|
W4
|
W8
|
W12
|
PRE
|
W4
|
W8
|
W12
|
UR
|
2.5 ± 0.22
|
3.5 ± 0.11
|
3.0 ± 0.50
|
2.5 ± 0.12
|
168.5 ± 2.00
|
177.2 ± 3.33
|
235.2 ± 1.22a
|
288.0 ± 0.22
|
UN
|
2.5 ± 0.10
|
2.5 ± 0.22
|
2.3 ± 0.12
|
2.5 ± 0.50
|
165.9 ± 3.00
|
228.8 ± 0.50a
|
208.1 ± 1.00
|
281.6 ± 0.30
|
CR
|
2.5 ± 0.33
|
2.5 ± 0.11
|
3.0 ± 0.13
|
2.5 ± 0.10
|
62.7 ± 0.20
|
143.2 ± 0.22
|
166.0 ± 1.33
|
186.0 ± 2.00
|
CNR
|
2.0 ± 0.12
|
2.3 ± 0.50
|
2.0 ± 0.22
|
2.1 ± 0.25
|
45.6 ± 1.33
|
67.3 ± 0.50a
|
89.5 ± 1.22a
|
98.8 ± 0.122*
|
* The value is significantly different from others in a particular column (p ≤ 0.05)
a Values with the same superscript in a column are significantly different (p ≤ 0.05)
UR: Uncontaminated rhizosphere (control for plant growth); UNR: Uncontaminated non-rhizosphere; CNR: Contaminated non-rhizosphere; CR: Contaminated rhizosphere. RE: Pre-planting; W4: four weeks after planting; W8: 8 weeks after planting; W12: Twelve weeks after planting
Table 2a: Soil nutrient contents (Carbon and organic matter) of cowpea rhizosphere
Treatment
|
Carbon contents (%)
|
Organic matter (%)
|
PRE
|
W4
|
W8
|
W12
|
PRE
|
W4
|
W8
|
W12
|
UR
|
0.28 ± 0.21a
|
0.36 ± 0.12 a
|
1.34 ± 0.02
|
1.27 ± 0.20
|
0.46 ± 0.22
|
1.57 ± 01.2
|
2.11 ± 0.12
|
2.10 ± 0.22
|
UN
|
0.34 ± 0.50b
|
0.40 ± 0.11b
|
0.42 ± 0.33
|
0.39 ± 1.20
|
0.66 ± 0.02
|
0.68 ± 0.15*
|
0.65 ± 1.12*
|
0.67 ± 0.01*
|
CR
|
1.08 ± 0.22
|
1.17 ± 0.12
|
1.12 ± 0.33
|
0.86 ± 0.22
|
1.862 ± 0.10
|
2.31 ± 0.03
|
2.31 ± 1.00
|
2.22 ± 0.22
|
CNR
|
1.97 ± 0.01
|
1.87 ± 0.33b
|
1.19 ± 0.50
|
0.88 ± 0.05
|
2.20 ± .22
|
2.18 ± 0.10
|
2.19 ± 1.33
|
2.01 ± 0.22
|
* The value is significantly different from others in a particular column (p ≤ 0.05)
a Values with the same superscript in a column are significantly different (p ≤ 0.05)
UR: Uncontaminated rhizosphere (control for plant growth); UNR: Uncontaminated non-rhizosphere; CNR: Contaminated non-rhizosphere; CR: Contaminated rhizosphere. RE: Pre-planting; W4: four weeks after planting; W8: 8 weeks after planting; W12: Twelve weeks after planting
Table 2b: Soil nutrient contents (Nitrogen and Phosphorus) of cowpea rhizosphere
Treatment
|
Nitrogen contents (%)
|
Phosphorus (ppm)
|
|
PRE
|
W4
|
W8
|
W12
|
PRE
|
W4
|
W8
|
W12
|
UR
|
0.04 ± 0.12
|
0.19 ± 0.22
|
0.28 ± 0.22
|
0.51 ± 0.20
|
0.51 ± 0.12
|
0.65 ± 0.12
|
0.66 ± 0.12
|
0.69 ± 0.20
|
UN
|
0.04 ± 0.01
|
0.05 ± 0.01*
|
0.04 ± 0.01*
|
0.04 ± 0.01*
|
0.54 ± 0.10
|
0.55 ± 0.01
|
0.48 ± 0.02
|
0.45 ± 0.01
|
CR
|
0.06 ± 0.01
|
0.13 ± 0.01
|
0.13 ± 0.01
|
0.67 ± 0.20
|
0.50 ± 0.01
|
0.57 ± 0.002
|
0.71 ± 0.01
|
0.50 ± 0.03
|
CNR
|
0.06 ± 0.01
|
0.03 ± 0.01*
|
0.05 ± 0.01*
|
0.09 ± 0.01*
|
0.51 ± 0.05
|
0.49 ± 0.01
|
0.45 ± 012
|
0.41 ± 0.12
|
* The value is significantly different from others in a particular column (p ≤ 0.05)
a Values with the same superscript in a column are significantly different (p ≤ 0.05)
UR: Uncontaminated rhizosphere; UNR: Uncontaminated non-rhizosphere; CNR: Contaminated non-rhizosphere; CR: Contaminated rhizosphere. RE: Pre-planting; W4: four weeks after planting; W8: 8 weeks after planting; W12: Twelve weeks after planting
Table 3a: Soil mineral contents (Calcium and Magnesium) of cowpea rhizosphere
Treatment
|
Calcium (mol/Kg)
|
Magnesium ( mol/Kg )
|
PRE
|
W4
|
W8
|
W12
|
PRE
|
W4
|
W8
|
W12
|
UR
|
0.35 ± 0.01
|
0.56 ± 0.02
|
1.34 ± 0.01
|
1.37 ± 0.10a
|
0.40 ± 0.01
|
0.29 ± 0.01
|
0.28 ± 0.01
|
0.2 ± 0.02a
|
UNR
|
0.34 ± 0.02
|
0.30a ± 0.01b
|
0.32 ± 0.01a
|
0.33 ± 0.02a
|
0.40 ± 0.10
|
0.40 ± 0.02
|
0.38 ± 0.01
|
0.34 ± 0.01
|
CR
|
0.88 ± 0.10
|
1.12 ± 0.02a
|
1.11 ± 0.10
|
1.06 ± 0.10
|
1.15 ± 0.02
|
1.13 ± 0.01
|
0.63 ± 0.10
|
0.36 ± 0.01
|
CNR
|
0.97 ± 0.10
|
0.96 ± 0.10
|
0.99 ± 0.02
|
0.89 ± 0.01
|
1.02 ± 0.10
|
0.93 ± 0.02
|
0.85 ± 0.02
|
0.90 ± 0.10a
|
The value is significantly different from others in a particular column (p ≤ 0.05)
a Values with the same superscript in a column are significantly different (p ≤ 0.05)
UR: Uncontaminated rhizosphere; UNR: Uncontaminated non-rhizosphere; CNR: Contaminated non-rhizosphere; CR: Contaminated rhizosphere. RE: Pre-planting; W4: four weeks after planting; W8: 8 weeks after planting; W12: Twelve weeks after planting
Table 3b: Soil mineral contents (Potassium and sodium) of cowpea rhizosphere
Treatment
|
Potassium ( mol/Kg )
|
Sodium ( mol/Kg )
|
PRE
|
W4
|
W8
|
W12
|
PRE
|
W4
|
W8
|
W12
|
UR
|
0.56 ± 0.22
|
0.35 ± 0.22*
|
0.45 ± 0.12
|
0.41 ± 0.20
|
0.30 ± 0.22
|
0.50 ± 0.12
|
0.41 ± 0.22
|
0.31 ± 0.22
|
UNR
|
0.55 ± 1.2*
|
0.48 ± 1.22
|
0.50 ± 0.22
|
0.53 ± 0.30
|
0.30 ± 1.22
|
0.30 ± 0.33
|
0.31 ± 1.12
|
0.31 ± 1.50
|
CR
|
1.15 ± 2.0
|
1.15 ± 1.50
|
1.17 ± 0.33
|
1.01 ± 1.50
|
0.65 ± 2.00
|
0.61 ± 1.20
|
0.63 ± 0.50
|
0.62 ± 1.22
|
CNR
|
1.51 ± 0.33
|
1.59 ± 1.12
|
1.61 ± 0.50
|
1.51 ± 1.22
|
0.65 ± 0.30
|
0.62 ± 0.42
|
0.59 ± 1.20
|
0.61 ± 0.02
|
* The value is significantly different from others in a particular column (p ≤ 0.05)
a Values with the same superscript in a column are significantly different (p ≤ 0.05)
UR: Uncontaminated rhizosphere; UNR: Uncontaminated non-rhizosphere; CNR: Contaminated non-rhizosphere; CR: Contaminated rhizosphere. RE: Pre-planting; W4: four weeks after planting; W8: 8 weeks after planting; W12: Twelve weeks after planting
Table 4: Soil mineral contents (Cation Exchange Capacity) of cowpea rhizosphere
Treatment
|
CEC ( mol/Kg )
|
PRE
|
W4
|
W8
|
W12
|
UR
|
11.21 ± 0.22
|
11.60 ± 0.2
|
11.05 ± 0.2
|
12.98 ± 0.20
|
UNR
|
10.93 ± 0.55*
|
11.03 ± 1.2
|
10.8 ± 0.33*
|
10.99 ± 0.11*
|
CR
|
14.66 ± 1.00
|
14.66 ± 0.50
|
14.44 ± 2.0
|
14.39 ± 0.66
|
CNR
|
13.95 ± 1.20
|
13.90 ± 0.30
|
13.86 ± 0.84
|
13.86 ± 0.50
|
The value is significantly different from others in a particular column (p ≤ 0.05)
a Values with the same superscript in a column are significantly different (p ≤ 0.05)
UR: Uncontaminated rhizosphere; UNR: Uncontaminated non-rhizosphere; CNR: Contaminated non-rhizosphere; CR: Contaminated rhizosphere. RE: Pre-planting; W4: four weeks after planting; W8: 8 weeks after planting; W12: Twelve weeks after planting
Rhizosphere effect of cowpea on microbial population
The influence of plant roots on the abundance of microorganisms in the soil samples was evaluated and expressed as rhizosphere effect (RE) as shown in Table 5. Total heterotrophic bacteria (THB), hydrocarbon utilizing bacteria (HUB) and hydrocarbon utilizing Fungi (HUF) populations were positively influenced by about 1.5 to 4.6 folds after two weeks of plant emergence. With regards to the total heterotrophic fungi (THF) however, low rhizosphere effect was observed especially in CR (0.3) where negative effects were observed during the same period. Increased RE was noticed in the following weeks (4 weeks) with UR having the highest effect (14.2) on the THB population while CR has 7.6 RE values respectively. For the HUB, CR had the highest (9.0) effects during the same period. Low effect on fungal populations was observed especially with respect to THF where 1.0 RE values were observed across all the treatments.
Similarly, the THB, HUB and HUF were positively influenced especially after six weeks of plant growth. More effect on THB was observed in UR (12.9) whereas THF populations were not affected much positively. Similar trend was observed in week 8 with the exception of THB in CR which recorded highest effect. Rhizosphere effects in HUF were generally low during this period which was contrary to the previous weeks. During the last four weeks, decrease in RE values of THB and HUB was generally observed except in UR. The same phenomenon was observed in THF except in CR where the population was not affected. For the oil utilizing fungi, there was increase in the RE in the week 12 as compared to week 10.
Table 5: Rhizosphere effect values during plant growth in contaminated and uncontaminated rhizosphere soil
Treatment
|
Rhizosphere effect*
|
2 weeks
|
4 weeks
|
6 weeks
|
THB
|
HUB
|
THF
|
HUF
|
THB
|
HUB
|
THF
|
HUF
|
THB
|
HUB
|
THF
|
HUF
|
UR
|
4.1
|
4.6
|
1.0
|
2.5
|
14.2
|
4.0
|
1.0
|
1.5
|
12.9
|
1.2
|
1.5
|
1.5
|
CR
|
2.7
|
4.4
|
0.5
|
4.0
|
7.6
|
9.0
|
1.0
|
1.0
|
6.8
|
5.6
|
1.2
|
1.0
|
|
8 weeks
|
10 weeks
|
12 weeks
|
UR
|
6.5
|
5.0
|
1.0
|
0.6
|
8.2
|
2.5
|
1.5
|
2.0
|
8.8
|
4.2
|
1.0
|
2.5
|
CR
|
10.0
|
6.4
|
1.0
|
1.0
|
6.9
|
3.1
|
1.0
|
1.0
|
4.9
|
1.5
|
1.0
|
2.0
|
* Values are obtained using this relation RE = R/S where RE: rhizosphere effect; R: microbial counts (CFU/g) of rhizosphere soil (treatment); S: microbial counts (CFU/g) of corresponding non-rhizosphere (control) soil.
THB: Total heterotrophic bacteria; HUB: Hydrocarbon utilizing bacteria; THF: Total heterotrophic fungi; HUF: Hydrocarbon utilizing fungi.