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International Journal of Environment, Agriculture and Biotechnology (IJEAB) Vol-2, Issue-4, July-Aug- 2017
http://dx.doi.org/10.22161/ijeab/2.4.28 ISSN: 2456-1878
www.ijeab.com Page | 1675
Bioremediating Effect of Glomus Hoi and
Pseudomonas Aeruginosa on the Organic Content
and Heavy Metals of Soil Polluted with Oil Refinery
Effluent using Amaranthus Cruentus as a Test Plant
Salami Abiodun Olusola1
, Owasoyo Dickson Oladele2*
, Adebayo Princewill Orinami3
1
Mycology Unit, Department of Crop Production and Protection, Faculty of Agriculture, Obafemi Awolowo University, Ile-Ife,
Nigeria
2
Institute of Ecology and Environmental Studies, Obafemi Awolowo University, Ile-Ife, Nigeria
3
Department of Animal and Environmental Biology, University of Benin, Edo State
Abstract— This study analyzed the degrading effect of
Glomus hoi and Pseudomonas aeruginosa on the organic
content and heavy metals of oil refinery effluent polluted
soil using Amaranthus cruentus as the test plant. This study
was carried out to determine if agricultural activities can
be improved using any or both of the micoorganisms.
Eight different treatment layouts were used with three
replicates for each level of pollution in the treatment layout.
Ninety six (96) pots, each containing three kilograms of soil
from both sterilized and unsterilized soil were used for the
study. Fifty (50) grams of soil inoculum from propagated
Arbuscular mycorrhiza was inoculated to a set of twenty
four (24) experimental pots containing both sterilized and
unsterilized soil before A. cruentus seedlings were
transplanted to them. Another set of twenty four (24) pots
containing both sterilized and unsterilized soil were
injected with thirty (30) mL of P. aeruginosa inoculum
solution before transplanting A. cruentus seedlings to them.
The third set of twenty four (24) pots received dual
inoculation of both fifty (50) grams of soil inoculum
containing G. hoi and thirty (30) mL of P. aeruginosa
inoculum solution before A. cruentus were transplanted to
them. The residual twenty four (24) pots served as the
control. Thereafter, pot preparation was arranged in the
screenhouse in a randomized block design. The A. cruentus
seedlings were raised in nursery for a period of two weeks
before they were transplanted to the pots, seedlings were
left for 3 days to overcome transplanting shock before
contaminating the soil with refinery effluent at various
concentrations of 0%, 2%, 4% and 6% v/w. The seedlings
were allowed to grow for eight weeks before the
termination of the experiment.
The pre planting analysis of soil showed that heavy metals
analyses (zinc and iron) of sterilized soil had a lower
concentration to the unsterilized. The soil pH ranged from
6.3 to 6.8.
It also revealed that organic matter and organic carbon
content ranged from 0.8% to 1.3% and 0.4% to 1.7%.
However, after the experiment, it was discovered in this
study that treatments without any microorganism
inoculation in sterilized and unsterilized soil had a higher
level of % organic carbon and % organic matter content
compared to the other treatments that were inoculated with
one or two micro-organisms across all the levels of effluent
concentration. Heavy metals of soil in all the soil samples
were found to increase as the petrochemical effluent
increased in concentration. The results obtained were
analyzed using Duncan Multiple Range Test (DMRT) and
other descriptive statistics.
This study opined that the combined use of G. hoi and P.
aeruginosa was more effective in improving the organic
contentand the reduce heavy metals of oil refinery effluent
polluted soil than when either is used singly.
Keywords— Glomus hoi, Pseudomonas aeruginosa,
Refinery effluent, Amaranthus cruentus, Bioremediation.
I. INTRODUCTION
Pollution of the environment with petroleum substances
containing many highly toxic compounds is extremely
dangerous to plant and animal lives. Petroleum substances,
for example, include aromatic hydrocarbons, polycyclic
aromatic hydrocarbons (PAHs) and nitro-PAHs which
pollutes the soil (Turrio-Baldassarri et al., 2004). All over
the world, scientists and environmentalists are faced with
International Journal of Environment, Agriculture and Biotechnology (IJEAB) Vol-2, Issue-4, July-Aug- 2017
http://dx.doi.org/10.22161/ijeab/2.4.28 ISSN: 2456-1878
www.ijeab.com Page | 1676
the challenge of overcoming the detrimentaleffects of the
contamination of soil, air and water. Large-scalecrude oil
spills on soil, leakages from pipelines, undergroundand
surface fuel storage tanks, indiscriminate spills andcareless
disposal and mismanagement of waste and otherpetroleum
by-products of the society, constitute the majorsources of
petroleum contamination in our environment. It hasbecome
a topic of interest and attracted increasing attentionbecause
of the carcinogenic, mutagenic and toxic effects. Various
activities in crude oil exploration, exploitation, storage and
transportation lead to spillage of oil to the environment
(Nicolloti and Eglis, 1998). The spilled oil pollutes soils
and the soils become less useful for agricultural activities
with soil dependent organisms being adversely affected
(Lundstedt, 2003). The effects of crude oil on the growth
and performance of plants have been reported in many
researches. These effects have been observed to occur due
to the interference of the plant uptake of nutrients by crude
oil and the unfavourable soil conditions due to pollution
with crude oil (McGill and Rowell, 1977).
Bioremediation is a modern method in which the natural
ability of microorganisms is employed for the reduction of
the concentration and/or toxicity of various chemical
substances, such as petroleum derivatives, aliphatic and
aromatic hydrocarbons, industrial solvents, pesticides and
metals (korda, 1997). The speed and efficiency of
bioremediation of a soil contaminated with petroleum and
petroleum products depends on the number of hydrocarbon-
degrading microorganisms in the soil (Chen et al., 2006).
Bacteria, algae, fungi are some of the microorganisms that
can be used to degrade oil polluted soil.
Glomus hoi which is an arbuscular mycorrhiza fungus is
used for the treatment of polluted soils (Chen et al., 2007).
Mycorrhiza is the symbiotic association between fungi and
the roots of vascular plants. The plant supplies the fungi
with carbohydrate, while the fungi (mycorrhizal fungi)
extends the surface area of the plant’s roots and thus,
increases their ability to absorb more nutrients (especially
phosphorus) and water from the soil. Edwards et al. (2006)
noted thatvarious bacteria produce surfactants such as
Pseudomonas aeruginosa that aid in the biodegradation of
fuels. The surfactant helps to decrease the surface tension
and disperse the oil to allow maximum access to
biodegrading microorganisms.
The interactions between the remediating organisms and the
environment that leads to the process of bioremediation has
not been well explored, hence this study, that sets out to
investigate the degrading potentials of Glomus hoi and
Pseudomonas aeruginosa on the physic chemical properties
of soil polluted with oil refinery effluent.
II. MATERIALS AND METHODS
Experimental site
This study was conducted in the screenhouse of Faculty of
Agriculture, Obafemi Awolowo University, Ile-Ife
Collection of Materials
The petrochemical effluent was obtained from Warri
Refinery and Petrochemical Company, Ekpan, Delta State.
Soil inoculum of Glomus hoi and a culture of Pseudomonas
aeruginosa were collected from the Mycology unit of
Department of Crop Protection and Production, Faculty of
Agriculture, Obafemi Awolowo University, Ile-Ife. The test
plant used for this study was Amaranthus cruentus, the
seeds “cultivar variety NHAe-3” were obtained from
National Horticulture Research Institute, Ibadan.
Propagation of Arbuscular Mycorrhiza
A sieved mixture of top soil and river sand in the ratio of 10
to 1 which was used for the propagation of arbuscular
mycorrhiza was sterilized in the screenhouse using an
autoclave; it was heated for 5 hours at 1310
c and left to cool
for 4 days. Three hundred grams of soil inoculum
containing Glomus hoi was obtained from the Mycology
unit, Department of Crop Production and Protection,
Faculty of Agriculture, Obafemi Awolowo University, Ile-
Ife. The inoculum was propagated using Zea mays
cultivated variety IZEE-YPOP STRC5 for a period of four
months. Chopped leaves of Gliricidia sepium were used
every 2 weeks to mulch the soil throughout the four month
period.
Determination and Estimation of Mycorrhizal
Propagules in the Soil
The maize plants were removed after four months of
propagation. The soil coupled with the root of the plant was
air dried. The air dried soil was packed into sterile brown
envelopes and taken to the laboratory for assessment. The
population of arbuscular mycorrhizal spores in the soil
inoculum collected was estimated using wet and sieving
method. The soil (100 grams) was mixed with distilled
water, stirred for two minutes and allowed to settle for
5mins, the soil suspension was then poured into the sieve of
various mesh sizes (45 and 53 micrometer) arranged in
descending order. A stream of wash bottle was used to wash
down the spores into a centrifuge tube. It was then
centrifuged at 2000 rpm for 3 minutes and the supernatant
was decanted from the tube, the sediment was suspended in
40% sucrose solution and centrifuged again at 2000 rpm for
International Journal of Environment, Agriculture and Biotechnology (IJEAB) Vol-2, Issue-4, July-Aug- 2017
http://dx.doi.org/10.22161/ijeab/2.4.28 ISSN: 2456-1878
www.ijeab.com Page | 1677
1 minute. The supernatant which contained the spores was
poured into a grid line plate.
Spores Counting
The counting of spores was done in 9cm diameter petri
dishes with a grid line of 1cm per slide under a field
dissecting microscope (mg. x 35).
Culture of Pseudomonas aeruginosa
A crude oil degrading strain of P. aeruginosa was isolated
by preparing a bacterium culture of P. aeruginosa using
nutrient agar in petri dishes and kept in the incubator for 48
hours at 37°C. This was followed by flooding it with sterile
distilled water in order to harvest it. The inoculum was then
added to a medium to which sterile crude oil acting as the
sole source of carbon has been added and left at 37°C for 10
days. A pure colony of P. aeruginosa was isolated from this
broth. The bacterium inoculum was prepared by streaking a
single colony of P. aeruginosa on nutrient agar plate and
then incubated at 37°C for 48 hours. Cells of P. aeruginosa
was harvested from agar plates by flooding with sterile
distilled water and standardized using a colorimeter to 108
CFU/ml.
Preparation of Pot for the Experiment
Sterilized and unsterilized soil was used for this experiment,
there were ninety six (96) experimental pots comprising of a
set of forty eight (48) pots with sterilized soil and another
set of forty eight (48) pots with unsterilized soil. Each pot
contained 3 kg of soil.
Planting and Inoculation of Soil with Microorganisms
Fifty (50) grams of soil inoculum from the propagated
Arbuscular mycorrhiza containing 150 spores was
inoculated to a set of twenty four (24) experimental pots
containing both sterilized and unsterilized soil before
A. cruentus seedlings are transplanted to them. Another set
of twenty four (24) pots containing both sterilized and
unsterilized soil was injected with thirty (30) ml of P.
aeruginosa inoculum solution before transplanting A.
cruentus seedlings to them. The third set of twenty four (24)
pots received dual inoculation of both fifty (50) grams of
soil inoculum containing G. hoi and thirty (30) ml of P.
aeruginosa inoculum solution before A. cruentus seedlings
are transplanted to them. The residual twenty four (24) pots
served as the control. Thereafter, pot preparation was
arranged in the screenhouse. Seedlings was left for a week
to establish and overcome transplanting shock before
contaminating the soil with petrochemical effluent at
various concentrations of 0, 2, 4 and 6% v/w. Each
treatment of the experiment was replicated three times and
watered regularly to ensure adequate moisture.
Data Collection and Analyses
After the termination of experiment, %OC and %OM was
analysed using soil test.Heavy metals (Zinc and Iron) of the
soil were also analyzed both before and after the
experimentusing Atomic Absorption Spectrophotometer
(AAS). Data were analyzed using appropriate descriptive
and inferential statistics.
TREATMENT LAYOUT
Sterilized and unsterilized soils were polluted with
petrochemical effluent at a calculated percentage using the
formula; Percentage soil contamination = (Volume of
effluent/Volume of soil) x 100.
The layout of the experiment is as follows;
Treatment 1- sterilized soil + effluent + A. cruentus
Treatment 2- sterilized soil + Glomus hoi + effluent + A.
cruentus
Treatment 3- sterilized soil + Pseudomonas aeruginosa +
effluent + A. cruentus
Treatment 4- sterilized soil + Glomus hoi + P. aeruginosa +
effluent + A. cruentus
Treatment 5- unsterilized soil + effluent + A. cruentus
Treatment 6- unsterilized soil + Glomus hoi + effluent + A.
cruentus
Treatment 7-unsterilized soil + P. aeruginosa + effluent +
A. cruentus
Treatment 8-unsterilized soil + Glomus hoi + P. aeruginosa
+ effluent + A. cruentus
Each of the layouts contaminated at 0, 2, 4 and 6% (v/w)
petrochemical effluent concentration was replicated thrice.
The experimental pots were irrigated regularly to ensure
adequate moisture for proper growth of the test plant.
III. RESULTS
Table.1: Physicochemical Properties of Sterilized and Unsterilized Soil before Planting
Parameters Sterilised Unsterilised
OC (%) 0.4 0.7
OM (%) 0.8 1.3
Zn (ppm) 81.75 97.46
Fe (ppm) 5.89 9.34
International Journal of Environment, Agriculture and Biotechnology (IJEAB) Vol-2, Issue-4, July-Aug- 2017
http://dx.doi.org/10.22161/ijeab/2.4.28 ISSN: 2456-1878
www.ijeab.com Page | 1678
The physicochemical properties of sterilized and
unsterilized soil before planting were found to show that
heavy metals analyses (Zinc and Iron) of sterilized soil had
a lower concentration compare to the unsterilized soil
(Table 1). Organic matter and organic carbon percentages
were also found to be lower in concentration in sterilized
soil compared to the unsterilized soil. The textural class of
the soil was loamy sand (Table 1).
Physico Chemical Properties of Soil after Planting
After the termination of experiment, the physicochemical
properties of soil were analyzed to check for the change that
occurred. % Organic carbon and organic matter content had
the highest value at 6% effluent concentration in sample 1
and its lowest value was recorded at 0% effluent
concentration in sample 7, the order of % organic carbon
and organic matter content across the samples at 2% and
6% is 1 > 5 > 2 > 7 > 6 > 3 > 8 > 4 and 1 > 5 > 2 > 6 > 3 >
4 > 7 > 8 respectively (Fig. 1 and 2).
1 2 3 4 5 6 7 8 SS US
0
1
2
3
4
0 PERCENT EC
2 PERCENT EC
4 PERCENT EC
6 PERCENT EC
SS
US
Sample treatment
Error bars_95% cl.
MEAN%OC
Fig.1: % Organic Carbon content of Pre and Post Planting Soil Samples
1 2 3 4 5 6 7 8 SS US
0
2
4
6
0 PERCENT
2 PERCENT
4 PERCENT
6 PERCENT
SS
US
Sample treatment
Error bars_95% cl.
Mean%OM
Fig.2: % Organic Matter content of Pre and Post Planting Soil Samples
Legend
1 - SS + TP
2 - SS + GH + TP
3 - SS + PA + TP
4 - SS + GH + PA + TP
5 - US + TP
6 - US + GH + TP
7 - US + PA + TP
International Journal of Environment, Agriculture and Biotechnology (IJEAB) Vol-2, Issue-4, July-Aug- 2017
http://dx.doi.org/10.22161/ijeab/2.4.28 ISSN: 2456-1878
www.ijeab.com Page | 1679
8 - US + GH + PA + TP
SS - Sterilized Soil before Planting
US - Unsterilized Soil before Planting
GH - G. hoi
PA - P. aeruginosa
TP - Test Plant
EC- Effluent Concentration
HEAVY METAL CONTENT OF SOIL AFTER
PLANTING
Zinc analyses in the soil showed that the order of the
concentration in 2% and 6% was 5 > 1 > 2 > 3 > 6 > 4 > 7 >
8 and 5 > 1 > 2 > 3 > 4 > 6 > 7 > 8, treatment 5 had the
highest level of zinc concentration followed by treatment 1
both at 6% effluent concentration while treatment 8 had the
lowest at 0% (Fig. 3). The heavy metal analyses of the soil
were found to show that iron concentration had highest
value in treatment 1 at 6% effluent concentration followed
by treatment 5 at 6% while treatment 4 at 0% was the
lowest. The order of iron concentration in 2% and 6% was
treatment 1 > 5 > 2 > 3 > 6 > 7 > 4 > 8 and 1 > 5 > 2 > 6 > 7
> 3 > 4 > 8 respectively (Fig. 4).
1 2 3 4 5 6 7 8 ss us
0
50
100
150
0 PERCENT EC
2 PERCENT EC
4 PERCENT EC
6 PERCENT EC
SS
US
Sample treatment
Error bars_95% cl.
MeanZn(PPM)
Fig.3: Zinc (PPM) Content of Pre and Post Planting Soil Samples
1 2 3 4 5 6 7 8 SS US
0
50
100
150
200
0 PERCENT EC
2 PERCENT EC
4 PERCENT EC
6 PERCENT EC
SS
US
Sample treatment
Error bars_95% cl.
MeanFe(PPM)
Fig.4: Iron (PPM) content of Pre and Post Planting Soil Samples
International Journal of Environment, Agriculture and Biotechnology (IJEAB) Vol-2, Issue-4, July-Aug- 2017
http://dx.doi.org/10.22161/ijeab/2.4.28 ISSN: 2456-1878
www.ijeab.com Page | 1680
Legend
1 - SS + TP
2 - SS + GH + TP
3 - SS + PA + TP
4 - SS + GH + PA + TP
5 - US + TP
6 - US + GH + TP
7 - US + PA + TP
8 - US + GH + PA + TP
SS - Sterilized Soil before Planting
US - Unsterilized Soil before Planting
GH - G. hoi
PA - P. aeruginosa
TP - Test Plant
EC- Effluent Concentration
IV. DISCUSSIONS
In this study, % organic carbon and organic matter content
were found to increase as petrochemical effluent
concentration increased across all the treatments, this may
be due to the addition of effluent which increased petroleum
hydrocarbon content of the soil thereby resulting into high
carbon in the polluted soil. This is in line with the findings
of Nwazue (2011) which reported that PHC polluted soil
had lower pH value, low moisture content and more organic
carbon than the unpolluted soil. It was discovered in this
study that treatments without any microorganism
inoculation in sterilized and unsterilized soil had a higher
level of % organic carbon and % organic matter content
compared to the other treatments that were inoculated with
one or two microorganisms across all the levels of effluent
concentration. This can be as a result of Glomus hoi and
Pseudomonas aeruginosa in the soil which had utilize the
carbon in the soil for their growth and metabolism which is
one of the reasons for their ability to degrade the effluent.
Heavy metals are elements that exhibit metallic properties
such as ductility, malleability, conductivity, cation stability,
and ligand specificity (Opaoluwa, 2010). They are
characterized by relatively high density and high relative
atomic weight with an atomic number greater than 20.
Industrial effluents are usually considered as undesirable for
arable soil, plants, animals and human health.
According to Gulfraz et al. (2003) some heavy metals such
as Co, Cu, Fe, Mn, Mo, Ni, V, and Zn is required in minute
quantities by organisms. However, excessive amounts of
these elements can become harmful to organisms. Other
heavy metals such as Pb, Cd, Hg, and As (a metalloid but
generally referred to as a heavy metal) do not have any
beneficial effect on organisms and are thus regarded as the
“main threats” since they are very harmful to both plants
and animals. For other metals which are beneficial to plants,
“small” concentrations of these metals in the soil could
actually improve plant growth and development. However,
it was discovered in this study that at higher concentrations
of these metals, reductions in plant growth occurred. This
may account for the decrease in growth parameters of A.
cruentus as the effluent concentration increased in this
study. However, heavy metals of soil in all the soil samples
were found to increase as the petrochemical effluent
increased in concentration, but treatments inoculated with
G. hoi showed lower concentration in heavy metals
compared to treatments without inoculation of micro-
organism. This low concentration of heavy metals in this
inoculated soil may be as a result of G. hoi ability to absorb
and sequester some heavy metals in to their mycelia which
is retained in the roots (Marques et. al., 2009). Due to a
change in their oxidation state, heavy metals can be
transformed to become either less toxic, easily volatilized,
more water soluble (and thus can be removed through
leaching), less water soluble (which allows them to
precipitate and become easily removed from the
environment) or less bioavailable (Marques et. al.,2009). He
also noted that mycorrhizal fungi have been used in several
remediation studies involving heavy metals pollution and
the results obtained showed that mycorrhiza employs
different mechanisms for the remediation of heavy metal
polluted soils. Soils polluted with various heavy metals
including As, Cu, Cd, Pb, U and Zn can be remediated via
MAR. The MAR can also help with the transfer of elements
such as carbon (Francis and Read, 1984), nitrogen
(Haystead et al., 1988, Rogers et al., 2001), and phosphorus
(Chiariello et al., 1982).
Treatments inoculated with G. hoi showed a lower
concentration of zinc in the soil compared to the treatments
without inoculation of microorganism, this may be due to
the absorption of the zinc in the soil by the AM (G. hoi),
this result is the same with the findings of Vogel-Mikus et
al. (2005); Chen et al. (2006) which reported that AM fungi
absorb N, P , K, Ca, S, Fe, Mn, Cu, and Zn from the soil
and then translocate these nutrients to the plants with whose
roots they are associated with. This report also confirmed
the reason for the lower concentration of iron and copper in
the soil samples inoculated with G. hoi compared to
treatments without inoculation of G. hoi. Treatments with
dual inoculation in this study however showed lower heavy
metals concentrations compared to those treatments with
single inoculation and treatments without inoculation of
International Journal of Environment, Agriculture and Biotechnology (IJEAB) Vol-2, Issue-4, July-Aug- 2017
http://dx.doi.org/10.22161/ijeab/2.4.28 ISSN: 2456-1878
www.ijeab.com Page | 1681
micro-organism. This revealed that there is positive and
productive interaction between G. hoi and P. aeruginosa in
bioremediation of heavy metals in petrochemical effluent
polluted soil.
V. CONCLUSION
The arbuscular mycorrhiza Fungus, Glomus hoi was found
to be able to give way for reduction in heavy metals in the
soil which can make plants survive in petrochemical
effluent polluted soil. The combination of the two
microorganisms showed a better improvement in the overall
reduction in heavy metal concentration. They also had a
fruitful combination in increasing the organic matter of the
soil compared to when they were inoculated singly. Hence,
G. hoi and P. aeruginosa can enhance crop production in oil
refinery effluent polluted soil. The microorganisms also
worked better in sterilized soil than the unsterilized soil, this
may be due to the no competition between native
microorganisms in the sterilized soil with the inoculated
microorganism.
This informs the reason of bioremediation being an
acceptable approach for processing organic and inorganic
wastes. The result of this study has shown that
bioremediation is an environmental friendly and easy
approach to degrade petrochemical effluent polluted soil.
VI. RECOMMENDATION
There should be adequate analysis of the site polluted with
refinery effluent or petroleum hydrocarbon before and after
bioremediation to enhance proper treatment of the soil.
However, government, oil refineries, farmers and other
concerned individuals should embrace the use of
bioremediation to treat oil refinery effluent pollution in the
environment. This is because bioremediation requires no
negative consequence or whatsoever. It is also easy to carry
out. It is less skillfuland efficient.
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(2007). Effects of the arbuscular mycorrhizal fungus
Glomus mosseae on growth and metal uptake of four
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estivum L.)irrigated with industrial effluents. Journal
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[7] Haystead, A., N. Malajczuk, and T. S. Groove. 1988.
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plants infected with vesicular-arbuscular mycorrhizal
fungi. New Phytologi 108:417–423.
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International Journal of Environment, Agriculture and Biotechnology (IJEAB) Vol-2, Issue-4, July-Aug- 2017
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Bioremediating Effect of Glomus Hoi and Pseudomonas Aeruginosa on the Organic Content and Heavy Metals of Soil Polluted with Oil Refinery Effluent using Amaranthus Cruentus as a Test Plant

  • 1. International Journal of Environment, Agriculture and Biotechnology (IJEAB) Vol-2, Issue-4, July-Aug- 2017 http://dx.doi.org/10.22161/ijeab/2.4.28 ISSN: 2456-1878 www.ijeab.com Page | 1675 Bioremediating Effect of Glomus Hoi and Pseudomonas Aeruginosa on the Organic Content and Heavy Metals of Soil Polluted with Oil Refinery Effluent using Amaranthus Cruentus as a Test Plant Salami Abiodun Olusola1 , Owasoyo Dickson Oladele2* , Adebayo Princewill Orinami3 1 Mycology Unit, Department of Crop Production and Protection, Faculty of Agriculture, Obafemi Awolowo University, Ile-Ife, Nigeria 2 Institute of Ecology and Environmental Studies, Obafemi Awolowo University, Ile-Ife, Nigeria 3 Department of Animal and Environmental Biology, University of Benin, Edo State Abstract— This study analyzed the degrading effect of Glomus hoi and Pseudomonas aeruginosa on the organic content and heavy metals of oil refinery effluent polluted soil using Amaranthus cruentus as the test plant. This study was carried out to determine if agricultural activities can be improved using any or both of the micoorganisms. Eight different treatment layouts were used with three replicates for each level of pollution in the treatment layout. Ninety six (96) pots, each containing three kilograms of soil from both sterilized and unsterilized soil were used for the study. Fifty (50) grams of soil inoculum from propagated Arbuscular mycorrhiza was inoculated to a set of twenty four (24) experimental pots containing both sterilized and unsterilized soil before A. cruentus seedlings were transplanted to them. Another set of twenty four (24) pots containing both sterilized and unsterilized soil were injected with thirty (30) mL of P. aeruginosa inoculum solution before transplanting A. cruentus seedlings to them. The third set of twenty four (24) pots received dual inoculation of both fifty (50) grams of soil inoculum containing G. hoi and thirty (30) mL of P. aeruginosa inoculum solution before A. cruentus were transplanted to them. The residual twenty four (24) pots served as the control. Thereafter, pot preparation was arranged in the screenhouse in a randomized block design. The A. cruentus seedlings were raised in nursery for a period of two weeks before they were transplanted to the pots, seedlings were left for 3 days to overcome transplanting shock before contaminating the soil with refinery effluent at various concentrations of 0%, 2%, 4% and 6% v/w. The seedlings were allowed to grow for eight weeks before the termination of the experiment. The pre planting analysis of soil showed that heavy metals analyses (zinc and iron) of sterilized soil had a lower concentration to the unsterilized. The soil pH ranged from 6.3 to 6.8. It also revealed that organic matter and organic carbon content ranged from 0.8% to 1.3% and 0.4% to 1.7%. However, after the experiment, it was discovered in this study that treatments without any microorganism inoculation in sterilized and unsterilized soil had a higher level of % organic carbon and % organic matter content compared to the other treatments that were inoculated with one or two micro-organisms across all the levels of effluent concentration. Heavy metals of soil in all the soil samples were found to increase as the petrochemical effluent increased in concentration. The results obtained were analyzed using Duncan Multiple Range Test (DMRT) and other descriptive statistics. This study opined that the combined use of G. hoi and P. aeruginosa was more effective in improving the organic contentand the reduce heavy metals of oil refinery effluent polluted soil than when either is used singly. Keywords— Glomus hoi, Pseudomonas aeruginosa, Refinery effluent, Amaranthus cruentus, Bioremediation. I. INTRODUCTION Pollution of the environment with petroleum substances containing many highly toxic compounds is extremely dangerous to plant and animal lives. Petroleum substances, for example, include aromatic hydrocarbons, polycyclic aromatic hydrocarbons (PAHs) and nitro-PAHs which pollutes the soil (Turrio-Baldassarri et al., 2004). All over the world, scientists and environmentalists are faced with
  • 2. International Journal of Environment, Agriculture and Biotechnology (IJEAB) Vol-2, Issue-4, July-Aug- 2017 http://dx.doi.org/10.22161/ijeab/2.4.28 ISSN: 2456-1878 www.ijeab.com Page | 1676 the challenge of overcoming the detrimentaleffects of the contamination of soil, air and water. Large-scalecrude oil spills on soil, leakages from pipelines, undergroundand surface fuel storage tanks, indiscriminate spills andcareless disposal and mismanagement of waste and otherpetroleum by-products of the society, constitute the majorsources of petroleum contamination in our environment. It hasbecome a topic of interest and attracted increasing attentionbecause of the carcinogenic, mutagenic and toxic effects. Various activities in crude oil exploration, exploitation, storage and transportation lead to spillage of oil to the environment (Nicolloti and Eglis, 1998). The spilled oil pollutes soils and the soils become less useful for agricultural activities with soil dependent organisms being adversely affected (Lundstedt, 2003). The effects of crude oil on the growth and performance of plants have been reported in many researches. These effects have been observed to occur due to the interference of the plant uptake of nutrients by crude oil and the unfavourable soil conditions due to pollution with crude oil (McGill and Rowell, 1977). Bioremediation is a modern method in which the natural ability of microorganisms is employed for the reduction of the concentration and/or toxicity of various chemical substances, such as petroleum derivatives, aliphatic and aromatic hydrocarbons, industrial solvents, pesticides and metals (korda, 1997). The speed and efficiency of bioremediation of a soil contaminated with petroleum and petroleum products depends on the number of hydrocarbon- degrading microorganisms in the soil (Chen et al., 2006). Bacteria, algae, fungi are some of the microorganisms that can be used to degrade oil polluted soil. Glomus hoi which is an arbuscular mycorrhiza fungus is used for the treatment of polluted soils (Chen et al., 2007). Mycorrhiza is the symbiotic association between fungi and the roots of vascular plants. The plant supplies the fungi with carbohydrate, while the fungi (mycorrhizal fungi) extends the surface area of the plant’s roots and thus, increases their ability to absorb more nutrients (especially phosphorus) and water from the soil. Edwards et al. (2006) noted thatvarious bacteria produce surfactants such as Pseudomonas aeruginosa that aid in the biodegradation of fuels. The surfactant helps to decrease the surface tension and disperse the oil to allow maximum access to biodegrading microorganisms. The interactions between the remediating organisms and the environment that leads to the process of bioremediation has not been well explored, hence this study, that sets out to investigate the degrading potentials of Glomus hoi and Pseudomonas aeruginosa on the physic chemical properties of soil polluted with oil refinery effluent. II. MATERIALS AND METHODS Experimental site This study was conducted in the screenhouse of Faculty of Agriculture, Obafemi Awolowo University, Ile-Ife Collection of Materials The petrochemical effluent was obtained from Warri Refinery and Petrochemical Company, Ekpan, Delta State. Soil inoculum of Glomus hoi and a culture of Pseudomonas aeruginosa were collected from the Mycology unit of Department of Crop Protection and Production, Faculty of Agriculture, Obafemi Awolowo University, Ile-Ife. The test plant used for this study was Amaranthus cruentus, the seeds “cultivar variety NHAe-3” were obtained from National Horticulture Research Institute, Ibadan. Propagation of Arbuscular Mycorrhiza A sieved mixture of top soil and river sand in the ratio of 10 to 1 which was used for the propagation of arbuscular mycorrhiza was sterilized in the screenhouse using an autoclave; it was heated for 5 hours at 1310 c and left to cool for 4 days. Three hundred grams of soil inoculum containing Glomus hoi was obtained from the Mycology unit, Department of Crop Production and Protection, Faculty of Agriculture, Obafemi Awolowo University, Ile- Ife. The inoculum was propagated using Zea mays cultivated variety IZEE-YPOP STRC5 for a period of four months. Chopped leaves of Gliricidia sepium were used every 2 weeks to mulch the soil throughout the four month period. Determination and Estimation of Mycorrhizal Propagules in the Soil The maize plants were removed after four months of propagation. The soil coupled with the root of the plant was air dried. The air dried soil was packed into sterile brown envelopes and taken to the laboratory for assessment. The population of arbuscular mycorrhizal spores in the soil inoculum collected was estimated using wet and sieving method. The soil (100 grams) was mixed with distilled water, stirred for two minutes and allowed to settle for 5mins, the soil suspension was then poured into the sieve of various mesh sizes (45 and 53 micrometer) arranged in descending order. A stream of wash bottle was used to wash down the spores into a centrifuge tube. It was then centrifuged at 2000 rpm for 3 minutes and the supernatant was decanted from the tube, the sediment was suspended in 40% sucrose solution and centrifuged again at 2000 rpm for
  • 3. International Journal of Environment, Agriculture and Biotechnology (IJEAB) Vol-2, Issue-4, July-Aug- 2017 http://dx.doi.org/10.22161/ijeab/2.4.28 ISSN: 2456-1878 www.ijeab.com Page | 1677 1 minute. The supernatant which contained the spores was poured into a grid line plate. Spores Counting The counting of spores was done in 9cm diameter petri dishes with a grid line of 1cm per slide under a field dissecting microscope (mg. x 35). Culture of Pseudomonas aeruginosa A crude oil degrading strain of P. aeruginosa was isolated by preparing a bacterium culture of P. aeruginosa using nutrient agar in petri dishes and kept in the incubator for 48 hours at 37°C. This was followed by flooding it with sterile distilled water in order to harvest it. The inoculum was then added to a medium to which sterile crude oil acting as the sole source of carbon has been added and left at 37°C for 10 days. A pure colony of P. aeruginosa was isolated from this broth. The bacterium inoculum was prepared by streaking a single colony of P. aeruginosa on nutrient agar plate and then incubated at 37°C for 48 hours. Cells of P. aeruginosa was harvested from agar plates by flooding with sterile distilled water and standardized using a colorimeter to 108 CFU/ml. Preparation of Pot for the Experiment Sterilized and unsterilized soil was used for this experiment, there were ninety six (96) experimental pots comprising of a set of forty eight (48) pots with sterilized soil and another set of forty eight (48) pots with unsterilized soil. Each pot contained 3 kg of soil. Planting and Inoculation of Soil with Microorganisms Fifty (50) grams of soil inoculum from the propagated Arbuscular mycorrhiza containing 150 spores was inoculated to a set of twenty four (24) experimental pots containing both sterilized and unsterilized soil before A. cruentus seedlings are transplanted to them. Another set of twenty four (24) pots containing both sterilized and unsterilized soil was injected with thirty (30) ml of P. aeruginosa inoculum solution before transplanting A. cruentus seedlings to them. The third set of twenty four (24) pots received dual inoculation of both fifty (50) grams of soil inoculum containing G. hoi and thirty (30) ml of P. aeruginosa inoculum solution before A. cruentus seedlings are transplanted to them. The residual twenty four (24) pots served as the control. Thereafter, pot preparation was arranged in the screenhouse. Seedlings was left for a week to establish and overcome transplanting shock before contaminating the soil with petrochemical effluent at various concentrations of 0, 2, 4 and 6% v/w. Each treatment of the experiment was replicated three times and watered regularly to ensure adequate moisture. Data Collection and Analyses After the termination of experiment, %OC and %OM was analysed using soil test.Heavy metals (Zinc and Iron) of the soil were also analyzed both before and after the experimentusing Atomic Absorption Spectrophotometer (AAS). Data were analyzed using appropriate descriptive and inferential statistics. TREATMENT LAYOUT Sterilized and unsterilized soils were polluted with petrochemical effluent at a calculated percentage using the formula; Percentage soil contamination = (Volume of effluent/Volume of soil) x 100. The layout of the experiment is as follows; Treatment 1- sterilized soil + effluent + A. cruentus Treatment 2- sterilized soil + Glomus hoi + effluent + A. cruentus Treatment 3- sterilized soil + Pseudomonas aeruginosa + effluent + A. cruentus Treatment 4- sterilized soil + Glomus hoi + P. aeruginosa + effluent + A. cruentus Treatment 5- unsterilized soil + effluent + A. cruentus Treatment 6- unsterilized soil + Glomus hoi + effluent + A. cruentus Treatment 7-unsterilized soil + P. aeruginosa + effluent + A. cruentus Treatment 8-unsterilized soil + Glomus hoi + P. aeruginosa + effluent + A. cruentus Each of the layouts contaminated at 0, 2, 4 and 6% (v/w) petrochemical effluent concentration was replicated thrice. The experimental pots were irrigated regularly to ensure adequate moisture for proper growth of the test plant. III. RESULTS Table.1: Physicochemical Properties of Sterilized and Unsterilized Soil before Planting Parameters Sterilised Unsterilised OC (%) 0.4 0.7 OM (%) 0.8 1.3 Zn (ppm) 81.75 97.46 Fe (ppm) 5.89 9.34
  • 4. International Journal of Environment, Agriculture and Biotechnology (IJEAB) Vol-2, Issue-4, July-Aug- 2017 http://dx.doi.org/10.22161/ijeab/2.4.28 ISSN: 2456-1878 www.ijeab.com Page | 1678 The physicochemical properties of sterilized and unsterilized soil before planting were found to show that heavy metals analyses (Zinc and Iron) of sterilized soil had a lower concentration compare to the unsterilized soil (Table 1). Organic matter and organic carbon percentages were also found to be lower in concentration in sterilized soil compared to the unsterilized soil. The textural class of the soil was loamy sand (Table 1). Physico Chemical Properties of Soil after Planting After the termination of experiment, the physicochemical properties of soil were analyzed to check for the change that occurred. % Organic carbon and organic matter content had the highest value at 6% effluent concentration in sample 1 and its lowest value was recorded at 0% effluent concentration in sample 7, the order of % organic carbon and organic matter content across the samples at 2% and 6% is 1 > 5 > 2 > 7 > 6 > 3 > 8 > 4 and 1 > 5 > 2 > 6 > 3 > 4 > 7 > 8 respectively (Fig. 1 and 2). 1 2 3 4 5 6 7 8 SS US 0 1 2 3 4 0 PERCENT EC 2 PERCENT EC 4 PERCENT EC 6 PERCENT EC SS US Sample treatment Error bars_95% cl. MEAN%OC Fig.1: % Organic Carbon content of Pre and Post Planting Soil Samples 1 2 3 4 5 6 7 8 SS US 0 2 4 6 0 PERCENT 2 PERCENT 4 PERCENT 6 PERCENT SS US Sample treatment Error bars_95% cl. Mean%OM Fig.2: % Organic Matter content of Pre and Post Planting Soil Samples Legend 1 - SS + TP 2 - SS + GH + TP 3 - SS + PA + TP 4 - SS + GH + PA + TP 5 - US + TP 6 - US + GH + TP 7 - US + PA + TP
  • 5. International Journal of Environment, Agriculture and Biotechnology (IJEAB) Vol-2, Issue-4, July-Aug- 2017 http://dx.doi.org/10.22161/ijeab/2.4.28 ISSN: 2456-1878 www.ijeab.com Page | 1679 8 - US + GH + PA + TP SS - Sterilized Soil before Planting US - Unsterilized Soil before Planting GH - G. hoi PA - P. aeruginosa TP - Test Plant EC- Effluent Concentration HEAVY METAL CONTENT OF SOIL AFTER PLANTING Zinc analyses in the soil showed that the order of the concentration in 2% and 6% was 5 > 1 > 2 > 3 > 6 > 4 > 7 > 8 and 5 > 1 > 2 > 3 > 4 > 6 > 7 > 8, treatment 5 had the highest level of zinc concentration followed by treatment 1 both at 6% effluent concentration while treatment 8 had the lowest at 0% (Fig. 3). The heavy metal analyses of the soil were found to show that iron concentration had highest value in treatment 1 at 6% effluent concentration followed by treatment 5 at 6% while treatment 4 at 0% was the lowest. The order of iron concentration in 2% and 6% was treatment 1 > 5 > 2 > 3 > 6 > 7 > 4 > 8 and 1 > 5 > 2 > 6 > 7 > 3 > 4 > 8 respectively (Fig. 4). 1 2 3 4 5 6 7 8 ss us 0 50 100 150 0 PERCENT EC 2 PERCENT EC 4 PERCENT EC 6 PERCENT EC SS US Sample treatment Error bars_95% cl. MeanZn(PPM) Fig.3: Zinc (PPM) Content of Pre and Post Planting Soil Samples 1 2 3 4 5 6 7 8 SS US 0 50 100 150 200 0 PERCENT EC 2 PERCENT EC 4 PERCENT EC 6 PERCENT EC SS US Sample treatment Error bars_95% cl. MeanFe(PPM) Fig.4: Iron (PPM) content of Pre and Post Planting Soil Samples
  • 6. International Journal of Environment, Agriculture and Biotechnology (IJEAB) Vol-2, Issue-4, July-Aug- 2017 http://dx.doi.org/10.22161/ijeab/2.4.28 ISSN: 2456-1878 www.ijeab.com Page | 1680 Legend 1 - SS + TP 2 - SS + GH + TP 3 - SS + PA + TP 4 - SS + GH + PA + TP 5 - US + TP 6 - US + GH + TP 7 - US + PA + TP 8 - US + GH + PA + TP SS - Sterilized Soil before Planting US - Unsterilized Soil before Planting GH - G. hoi PA - P. aeruginosa TP - Test Plant EC- Effluent Concentration IV. DISCUSSIONS In this study, % organic carbon and organic matter content were found to increase as petrochemical effluent concentration increased across all the treatments, this may be due to the addition of effluent which increased petroleum hydrocarbon content of the soil thereby resulting into high carbon in the polluted soil. This is in line with the findings of Nwazue (2011) which reported that PHC polluted soil had lower pH value, low moisture content and more organic carbon than the unpolluted soil. It was discovered in this study that treatments without any microorganism inoculation in sterilized and unsterilized soil had a higher level of % organic carbon and % organic matter content compared to the other treatments that were inoculated with one or two microorganisms across all the levels of effluent concentration. This can be as a result of Glomus hoi and Pseudomonas aeruginosa in the soil which had utilize the carbon in the soil for their growth and metabolism which is one of the reasons for their ability to degrade the effluent. Heavy metals are elements that exhibit metallic properties such as ductility, malleability, conductivity, cation stability, and ligand specificity (Opaoluwa, 2010). They are characterized by relatively high density and high relative atomic weight with an atomic number greater than 20. Industrial effluents are usually considered as undesirable for arable soil, plants, animals and human health. According to Gulfraz et al. (2003) some heavy metals such as Co, Cu, Fe, Mn, Mo, Ni, V, and Zn is required in minute quantities by organisms. However, excessive amounts of these elements can become harmful to organisms. Other heavy metals such as Pb, Cd, Hg, and As (a metalloid but generally referred to as a heavy metal) do not have any beneficial effect on organisms and are thus regarded as the “main threats” since they are very harmful to both plants and animals. For other metals which are beneficial to plants, “small” concentrations of these metals in the soil could actually improve plant growth and development. However, it was discovered in this study that at higher concentrations of these metals, reductions in plant growth occurred. This may account for the decrease in growth parameters of A. cruentus as the effluent concentration increased in this study. However, heavy metals of soil in all the soil samples were found to increase as the petrochemical effluent increased in concentration, but treatments inoculated with G. hoi showed lower concentration in heavy metals compared to treatments without inoculation of micro- organism. This low concentration of heavy metals in this inoculated soil may be as a result of G. hoi ability to absorb and sequester some heavy metals in to their mycelia which is retained in the roots (Marques et. al., 2009). Due to a change in their oxidation state, heavy metals can be transformed to become either less toxic, easily volatilized, more water soluble (and thus can be removed through leaching), less water soluble (which allows them to precipitate and become easily removed from the environment) or less bioavailable (Marques et. al.,2009). He also noted that mycorrhizal fungi have been used in several remediation studies involving heavy metals pollution and the results obtained showed that mycorrhiza employs different mechanisms for the remediation of heavy metal polluted soils. Soils polluted with various heavy metals including As, Cu, Cd, Pb, U and Zn can be remediated via MAR. The MAR can also help with the transfer of elements such as carbon (Francis and Read, 1984), nitrogen (Haystead et al., 1988, Rogers et al., 2001), and phosphorus (Chiariello et al., 1982). Treatments inoculated with G. hoi showed a lower concentration of zinc in the soil compared to the treatments without inoculation of microorganism, this may be due to the absorption of the zinc in the soil by the AM (G. hoi), this result is the same with the findings of Vogel-Mikus et al. (2005); Chen et al. (2006) which reported that AM fungi absorb N, P , K, Ca, S, Fe, Mn, Cu, and Zn from the soil and then translocate these nutrients to the plants with whose roots they are associated with. This report also confirmed the reason for the lower concentration of iron and copper in the soil samples inoculated with G. hoi compared to treatments without inoculation of G. hoi. Treatments with dual inoculation in this study however showed lower heavy metals concentrations compared to those treatments with single inoculation and treatments without inoculation of
  • 7. International Journal of Environment, Agriculture and Biotechnology (IJEAB) Vol-2, Issue-4, July-Aug- 2017 http://dx.doi.org/10.22161/ijeab/2.4.28 ISSN: 2456-1878 www.ijeab.com Page | 1681 micro-organism. This revealed that there is positive and productive interaction between G. hoi and P. aeruginosa in bioremediation of heavy metals in petrochemical effluent polluted soil. V. CONCLUSION The arbuscular mycorrhiza Fungus, Glomus hoi was found to be able to give way for reduction in heavy metals in the soil which can make plants survive in petrochemical effluent polluted soil. The combination of the two microorganisms showed a better improvement in the overall reduction in heavy metal concentration. They also had a fruitful combination in increasing the organic matter of the soil compared to when they were inoculated singly. Hence, G. hoi and P. aeruginosa can enhance crop production in oil refinery effluent polluted soil. The microorganisms also worked better in sterilized soil than the unsterilized soil, this may be due to the no competition between native microorganisms in the sterilized soil with the inoculated microorganism. This informs the reason of bioremediation being an acceptable approach for processing organic and inorganic wastes. The result of this study has shown that bioremediation is an environmental friendly and easy approach to degrade petrochemical effluent polluted soil. VI. RECOMMENDATION There should be adequate analysis of the site polluted with refinery effluent or petroleum hydrocarbon before and after bioremediation to enhance proper treatment of the soil. However, government, oil refineries, farmers and other concerned individuals should embrace the use of bioremediation to treat oil refinery effluent pollution in the environment. This is because bioremediation requires no negative consequence or whatsoever. It is also easy to carry out. It is less skillfuland efficient. REFERENCES [1] Chen B.D, Zhu Y-G, Duan J, Xiao XY, Smith SE (2007). Effects of the arbuscular mycorrhizal fungus Glomus mosseae on growth and metal uptake of four plant species in copper mine tailings. Environ. Pollut. 147:374-380. [2] Chen B.D, Zhu Y-G, Smith FA (2006). Effects of arbuscular mycorrhizal inoculation on uranium and arsenic accumulation by Chinese brake fern (Pteris vittata L.) from a uranium mining impacted soil. Chemosphere 62:1464-1473. [3] Chiariello, N., J. C. Hickman, and H. A. Mooney. 1982. Endomycorrhizal role for interspecific transfer of phosphorus in a community of annual plants.Science 217:941–943 [4] Edward R. B. M., Brian J. T., Vitor A. P. M., Dietmar H. P., Juan-Luis R. and Norberto J. P. (2006). Nonmedical: Pseudomonas. Prokaryotes. 6:646–703 [5] Francis R and Read D.J (1984), direct transfer of carbon between plant connected by vesicular arbuscular mycorrhizal mycelium. Nature 307: 53-56 [6] Gulfraz M., Mussaddeq Y., Khanum R. and Ahmad T. 2003. Metal contamination in wheat crops (Triticum estivum L.)irrigated with industrial effluents. Journal of Biological Science. 3(3): 335-339. [7] Haystead, A., N. Malajczuk, and T. S. Groove. 1988. Underground transfer of nitrogen between pasture plants infected with vesicular-arbuscular mycorrhizal fungi. New Phytologi 108:417–423. [8] Korda et al., 1997: Biodegradation of Engine Oil by Acinetobacter Calcoaceticus BD4 .ripublication [9] Lundstedt S, Analysis of PAHs and their transformation products in contaminated soil and remedial processes. Solfjodern Offset AB, Umea, Sweden, 2003; 55pp [10]Marques A. P. G. C, Rangel A. O. S. S , and. Castro P. M. L , “Remediation of heavy metal contaminated soils: phytoremediation as a potentially promising clean-up technology,” Critical Reviews in Environmental Science and Technology, vol. 39, no. 8, pp. 622–654, 2009. View at Publisher • View at Google Scholar • View at Scopus [11]McGill WB, Rowell MJ, The reclamation of agricultural soils after oil spills. In: Paul EA, Ladd JN (Eds) Soil Biochemistry, New York, Dekker, 1977; pp 69 – 132. [12]Nicolotti, G. and S. Egli, 1998.Soil contamination by crude oil: Impact on the mycorrhizosphere and on the revegetation potential of forest trees. Environ. Pollut., 99: 37-43. [13]Nwazue N.R. 2011. The effect of crude oil spill on the ascorbic acid content of some selected vegetables species: Spinacea oleracea, Solanum melongena and Talinum triangulare in an oil polluted soil. Pakistan Journal of Nutrition. 10(3): 274-281. [14]Opaluwa O. D, M.A. Umar, Bulletin of pure and applied sciences, 2010, 29:1, 39-55. [15]Rogers, J. B., A. S. Laidlaw, and P. Christie. 2001. The role of arbuscular mycorrhizal fungi in the
  • 8. International Journal of Environment, Agriculture and Biotechnology (IJEAB) Vol-2, Issue-4, July-Aug- 2017 http://dx.doi.org/10.22161/ijeab/2.4.28 ISSN: 2456-1878 www.ijeab.com Page | 1682 transfer of nutrients between white clover and perennial ryegrass. Chemosphere 42:153–159. [16]Turrio-Baldassarri L1, Battistelli CL, Conti L, Crebelli R, De Berardis B, Iamiceli AL, Gambino M,Iannaccone (2004): Emission comparison of urban bus engine fueled with diesel oil and 'biodiesel' blend Sci Total Environ. 2004 Jul 5;327(1-3):147-62. [17]Vogel-Mikus K, Drobne D, Regvar M (2005). Zn, Cd and Pb accumulation and arbuscular mycorrhizal colonisation of pennycress Thlaspi praecox Wulf (Brassicaceae) from the vicinity of a lead mine and smelter in Slovenia. Environ. Pollut. 133:233-242.