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The Effect of Ambient Particulate Metal Concentrates
In Lagos Metropolis and the Adjoining Water Bodies,
Northwest of Lagos Lagoon
1Popoola Samuel Olatunde,
2 Hauwa Momoh,
3 Oyeleke Peter Olaoye,
4Odeyemi Olusanmi Ebenezer
1department of Physical and Chemical Oceanography Nigerian
Institute for Oceanography and Marine Research PMB, 12729,
Victoria Island, Lagos, E-mail,[email protected] 2 Lagos
state Waste Management Authority Ojota, Lagos state, Nigeria.
3 department of Science Laboratory Technology Federal College of
Animal Health and Production Technology Moor plantation,
Ibadan, Oyo state, Nigeria 4 department of Science Laboratory
Technology, Federal College of Animal Health and Production
Technology Moor Plantation,
Ibadan, Oyo state, Nigeria
Abstract: Ambient air particulate matter (PM10) is the most
pervasive material that affects human health; recent studies
have
pointed to evidence that coarse particle in the air could be
significant contributor to respiratory and cardiovascular disease
in
human and aquatic life. The study was carried out to determine
the metallic constituents of particulate matter of part of
Lagos
Metropolis and the potential environmental significance on
nearby surface and subsurface water bodies that flows into the
Lagos
lagoon. A total number of Thirty (30) samples comprising twenty
nine (29) ambient particulate matters from the study area and
one (1) control sample from a distance of over 17km away from
the study area with little or no industrial activity were
collected
using High Air Volume Sampler (#1500) with cellulose filter disk
and kept well labelled in a dessicator prior to geochemical
analysis conducted by Activation Laboratory Limited, Ontario
Canada. The environmental units of sampling location include
the
dumpsite, residential areas and bus-stops along highways,
industrial and commercial areas respectively. Samples were
digested
using microwave assisted extraction method with extract analysed
for their trace metals using inductively coupled plasma mass
spectrometry. The following metal concentration values were
obtained (in ppm): Zn (4.7 47.5), Mn (5.0 -20.0), Sr (3.6 6.1),
Ba (1.5 - 8.1), Cu (1.8-13.7), Pb (1.0 -5.0), Cr (1.0-2.0), V
(0.5 1.7) and Zr (0.6 1.3). The correlation coefficient reveals
that
Zn shows very strong positive correlation with Cu at probability
of 0.05. Pb shows strong positive with virtually all the metals
with the exception of Zn and Cu, this is an indication that
these metals are coming from the same origin which may be as a
result
of anthropogenic input into the environment. The following metal
associations were obtained through factor analysis; Factor
1(Mn, Pb, Ba, Cr, Sr, V and Zr) accounted for about 54.21%,
Factor 2 (Cu, Zn and Ba) at about 25.5%. The results of the
study
generally show higher concentrations of heavy metals in
particulate matter when compared with the control, but
interestingly
samples collected within the dumpsite have lower heavy metal
concentrations compared to those taken far away from the
dumpsite close to the highway based on leaching, deposition,
erosion and transportation of the waste dumps to the nearby
streams
and underground water bodies. The comparison of metal
concentrations and the geochemical data of the study area with
similar
work done in the central area in Lagos metropolis, adjoining
surface and subsurface water bodies reveals that urbanization,
high
auto-traffic and other anthropogenic emissions are the major
contributors to particulate matter concentration.
Index Terms: Ambient air particulate matter (PM10),
anthropogenic emissions, surface and subsurface water bodies,
Inductively
coupled mass emission spectrometer (ICP/MS), dumpsite,
geochemical data.
I. INTRODUCTION
Atmospheric pollution in Nigeria has been worsened due to
increase in the population, industrialization and urbanization.
This is
further aggravated by limited street space, poorly maintained
vehicles and roads, lack of emission control and management
programs. One of the most serious consequences of this pollution
problem is the acute and chronic exposure of large fraction of
the populace to different doses and composition of air pollution
on daily basis.
Soil, sediment and dust (particulate matter) occur in different
particles sizes most especially in fine and coarse particle mode.
The
fine particles (PM2.5) are derived from combustion processes
attributed mainly to anthropogenic sources while the coarse
particle
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sizes (PM10) are derived from re-suspension of soil dust and
mechanical wear of rock and minerals (Godish, 1991 and Whitby,
1989. The most concentrated particulate matter pollution tends
to be in densely populated metropolitan areas in developing
countries and the primary cause is the burning of fossil fuels
by the transportation and industrial sources. The area of toxic
air
pollutants has been the subject of interest and concern for many
years. The pathways through which humans and other ecological
entities are exposed to environmental pollutants include water,
air, soil and plants. The mode of exposure is either by
ingestion,
inhalation, through the skin (dermal exposure) or a combination
of two or all. Human activities which contaminate groundwater
include landfill, mining, accidental spills of chemicals or
waste materials, placement of septic and other tanks in
hydrological and
geological unstable locations, underground pipeline leakage,
improper application of fertilizers and pesticides, among
others
(Lehr, 2002). Because groundwater is part of the hydrologic
cycle, contaminants in other parts of the cycle, such as surface
water,
can be transferred into groundwater supplies (Groundwater
Foundation, 2012). In the same vein, groundwater might contain
some
impurities even, if it is unaffected by human activities; the
composition depends on the prevailing geology including the
mineralogy of the urban areas (Samara et al, 1990).
Furthermore, groundwater being part of the hydrologic cycle also
plays a significant role in maintaining the surface water
systems
through flows into lakes and base flow into rivers, lagoons and
oceans; thereby, supporting the inflow needs of the surface
water.
These flows are often crucial for maintaining the biodiversity
and habitats of sensitive ecosystems (Tharme, 2003).
Contaminated groundwater is unsafe for human consumption; the
effects on any exposed populations can include sub-chronic
toxicity, chronic toxicity and carcinogenicity, depending on the
type of contaminants, leading to higher public expenditure on
health care. In addition, surface water quality and the health
of the aquatic organisms can be negatively affected when
groundwater transfers contaminants to surface water through the
hydrologic cycle.
This present study examines the concentration and distribution
of heavy metals in ambient particulate matter (PM10) in some
part
of Lagos Metropolis. This includes collection of particulate
samples from Olusosun dumpsite, along major highways,
residential
and industrial areas and the aim is to assess the geochemical
composition of the particulate matter, the source of the
constituent
materials and the effect of the adjoining water bodies and the
inhabitants of the communities that surround the landfill. The
locations within the study area are: Olusosun dumpsite, Oregun
industrial layout, Alausa, Berger, Mile 12, Maryland and
Oworoshoki road. They are located within longitude 6036
1 N and
6
027
1 N and latititude 3
018
1 E and 3
027
1 E. Olusosun dumpsite
was formerly use as laterite mining site where laterite was
excavated to provide filling materials for roads, foundations
for
building. The dumpsite consist large burrow pits which resulted
from long term laterite excavation. The site was identified and
selected by Lagos Waste Management Authority (LAWMA) as a
dumpsite in 1992 and it had since been use for dumping of
refuse. The study area is easily accessible with good network of
major and minor roads. Olusosun dumpsite can be accessed
through three authorised entrances: Motorway off Lagos-Ibadan
Highway, Ikosi; Olusosun road, off Kudirat Abiola way, Oregun
and Ojota motor garage off Ikorodu road, Ojota. With this good
accessibility, samples site were well connected and sampling
was
done with ease. The dumpsite is very massive with a
topographical height of about 150ft and it is situated within the
Alaro
watershed. The Olusosun dumpsite covers an area of 42 Hectares
of land; it is the largest of all existing dumpsites in Lagos
state
in terms of area coverage its approximate distance to the Lagos
lagoon is about 2.4 Km. There are industries located along the
nearby river, the Iyalaro stream which flows into the Ogudu
canal and eventually drains into the Lagos lagoon (Oyeyiola
etal.,
2006).Large quantities of industrial wastes are discharged into
it without adequate treatment. As a consequence the river is
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polluted by many kinds of chemicals including heavy metals World
Environmental Systems (1997), Oyeyiola etal., (2006).The
Oregun road mainly consists of industrial activities while other
locations have major highways with busy bus stops, residential,
commercial and industrial activities.
II. GEOLOGY OF THE STUDY AREA
The study area lie within the eastern part of the Dahomey Basin
an extensive sedimentary basin stretching from eastern Ghana,
Togo and the Republic of Benin to the Western part of Nigeria up
to the Benin hinge line. The Basin is one of the sedimentary
basins of Nigeria (Fig 1).It is bounded in the North by
Precambrian Basement Complex of South-western Nigeria, the Gulf
of
Guinea to the South and eastward by the Okitipupa ridge(Adegoke,
1969).
Fig 1: Generalized Geological setting of eastern Dahomey basin
(Modified by Billman, 1976)
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Plate1: Air combustion moving directly into the ocean as a sink
around Leventis,cms,Lagos,Nigeria.
Fig 2: Location Map of the study area
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Fig 3: Location Map of the Olusosun dumpsite area in relation to
the Lagos lagoon and the Atlantic ocean
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Plate 2&3: Olusosun dump site, Lagos, Nigeria
Plate4: Leachate around olusosun dump site
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Plate5: A Plastic Factory, Oregun,Lagos,Nigeria.
III. METHODOLOGY
A total of thirty samples comprising twenty nine (29) ambient
particulate matters and one (1) control sample from a distance
of
over 17km away from the study area with little or no industrial
activity were collected from the study area. The particulate
samples were collected along the major Expressways, Olusosun
dumpsite, industrial and residential areas within the study area.
In
addition to collection of samples along the highways, busy spots
such as bus stops were also used for sampling. On the dumpsite,
sample collection was divided between areas of active wastes
dumping and places of inactive wastes dumping.
Six separate samples were collected within the dumpsite, along
the highways, within residential areas while three and eight
samples were collected at Bus stops and within commercial and
industrial areas respectively. The control sample for the
particulate matters was collected in an area unaffected by
industrialization, high traffic and population density around
Victoria
Island (A30) about 17km away from the study area. Sampling took
place during the dry season months, November 2011
January 2012 using High Air Volume Sampler 1500 with cellulose
filter disk (Fig 4).
The sample medium collected is the particulate matter (PM10) and
four (4) hours were used for collecting each sample. This
sampling strategy was designed so as to effectively monitor
particulate matter in the study area. Selected filters discs
were
labelled and placed in desiccators for several hours to remove
whatever moisture in them and weighed on analytical balance to
nearest milligram. The filter disc was then placed on the
supporting screen on top of the sampler and held in place with the
filter
cover. The sampler was then place in the proposed area and then
turned on to run for four hours. Powered for the sampler was
provided by a generator. The initial flow rate was recorded and
this is done by reading the pressure differential on the
manometer
and just before the unit was turned off, the final flow was
recorded. After sampling, the filter was carefully removed and
placed in
a desiccator for several hours to remove moisture content; when
the filter paper had been desiccated it is then re-weighed to
determine the net gain. Samples were prepared for ICPMS by using
the Microwave Assisted Extraction (MAE).The filter paper
was cut longitudinally into strip of 1 x 8 inches for digestion,
weighed and placed into the microwave vessels by folding them.
Deionized class 1 water and 10ml of high purity nitric acid was
added to each vessel. A known concentration of NIST- traceable
standard (spike) was added to fortified laboratory blanks and
laboratory fortified samples which were processed with each set
of
sample digested.
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Subsequently, the extract was analysed using inductively coupled
plasma mass spectrometer (ICP/MS) at the Activation
Laboratories Limited, Canada. The data obtained from the
geochemical analysis were subjected to standard geochemical and
statistical evaluations using appropriate software and methods
and compared with the heavy metals constituents of Iyalaro
stream,
which is one of the most important streams in Lagos state. The
stream flows into the Ogudu canal, where it eventually empties
into the Lagos Lagoon. There are industries located along the
river and large quantities of industrial wastes are discharged into
it
without adequate treatment. As a consequence the river is
polluted by many kinds of chemicals including heavy metals,
Oyeyiola
etal.,2006.The results of the geochemical analyses was also
compared with the works of Oluyemi and Asubiojo,(2001).
Plate6: Sampling with High Air Volume Sampler
Fig 4: High Air Volume Sampler (Model N1500)
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IV. RESULTS AND DISCUSSIONS
Tables 1 and 2 present the result of the selected heavy metals
of the particulate matters (PM 10) collected from the study
area.
The results showed that only few of the heavy metals were
detected in the particulate matters. These metals include Cr, Pb,
Zn,
Cu, V, Mn, Ba, Sr and Zr. Different values were observed between
the different sampling locations which could have been as a
result of the effect of high industrialization, urbanization and
vehicular activities that characterised the study area.
Reasonably
high levels of heavy metals were observed in samples collected
along the major highways where traffic is quite intense.
Table 3 shows the summary of the heavy metals in the particulate
samples.
TABLE 1: GEOCHEMICAL RESULT FOR TRACE ELEMENTS OF THE STUDY
AREA
Sampling
Location (ppm) Mn(ppm) Sr(ppm) Ba(ppm) Cu(ppm) Pb(ppm) Cr(ppm)
V(ppm) Zr(ppm)
A1 5.7 7 3.9 1.7 2.1 Bdl Bdl Bdl 0.7
A2 20.9 10 4.8 3.6 4.0 3 1 1 1.0
A3 9.7 7 4.4 2.4 1.8 2 Bdl 0.6 0.9
A4 4.7 6 3.6 1.5 2.2 1 Bdl Bdl 0.6
A5 10.2 10 4.5 3.6 2.6 2 1 0.8 0.9
A6 6.3 5 3.6 2.1 1.8 1 Bdl Bdl 0.7
A7 9.8 11 4.4 3.7 3.7 2 1 0.6 0.8
A8 9.5 7 3.9 2.6 2.4 2 Bdl Bdl 0.7
A9 16.3 11 5.0 4.7 5.2 4 2 1.1 1.1
A10 9.8 13 4.7 3.3 5.3 3 2 0.9 1.0
A11 7.3 10 4.1 3.7 2.9 2 1 Bdl 0.7
A12 11.3 13 5.2 5.2 3.8 2 1 0.8 1.0
A13 7 10 4.7 3.2 2.6 2 1 0.7 1.0
A14 6.7 9 4.3 3.4 2.8 1 Bdl 0.7 0.9
*Bdl Below detection limit
TABLE 2: GEOCHEMICAL RESULT FOR TRACE ELEMENTS OF THE STUDY
AREA
Sampling
Location Zn(ppm) Mn(ppm) Sr(ppm) Ba(ppm) Cu(ppm) Pb(ppm) Cr(ppm)
V(ppm) Zr(ppm)
A15 13.6 20 6.0 5.0 4.3 4 2 1.1 1.3
A16 21.1 14 5.6 5.8 4.4 4 2 1.0 1.0
A17 8.2 8 4.4 2.5 2.3 1 Bdl Bdl 0.8
A18 8.4 10 4.9 2.8 2.5 2 1 0.5 0.8
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A19 7.7 9 4.6 3.3 2.9 1 1 Bdl 0.9
A20 7.4 11 4.4 2.8 2.8 1 Bdl Bdl 0.7
A21 9.9 9 4.3 3.6 3.6 3 Bdl Bdl 0.8
A22 7.9 10 4.6 3.9 3.8 2 Bdl Bdl 0.8
A23 15.8 8 5.0 2.4 2.4 1 Bdl Bdl 0.9
A24 14.5 12 5.4 5.6 3.6 5 1 1.1 1.1
A25 11.2 8 4.1 4.1 3.2 2 Bdl 0.6 0.8
A26 18.9 15 6.1 8.1 6.3 4 2 1.7 1.1
A27 6.7 11 5.1 3.6 2.0 2 1 0.8 0.9
A28 7.4 9 4.6 2.8 1.8 1 Bdl 0.6 0.8
A29 47.5 11 5.0 7.1 13.7 3 1 0.7 0.8
Control 9.7 9 4.4 2.9 2.8 1 Bdl Bdl 0.7
*Bdl Below detection limit
TABLE 3: STATISTICAL SUMMARY OF TRACE ELEMENTS IN THE STUDY
AREA
Element Range(ppm) Mean(ppm) Control (V.I)
(ppm)
Zn 4.7 -47.5 11.8 9.7
Mn 5.0 20.0 10.1 9.0
Sr 3.6 6.1 4.7 4.4
Ba 1.5 8.1 3.7 2.9
Cu 1.8 13.7 3.59 2.8
Pb 1.0 5.0 2.2 1.0
Cr 1.0 2.0 1.3
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Oworoshoki while minimum value was observed in sample A6 (Table
2),Lead (Pb) ranges from 1.0ppm to 5.0ppm with a mean
of 2.2ppm (Table 2 and Fig7) The highest concentration was
observed in sample A24 collected beside Chinese village at Ojota
at
about few metres away from major highway in the Metropolis while
its minimum values were observed in samples A1, A6, A17,
A19 and A20 collected within and around the dumpsite with mean
concentration of 2.2ppm.
Copper (Cu) displays a wide variation of values ranging from
1.8ppm to 13.7ppm in the particulate matters collected from the
study area (Table 3, Fig.8). High concentration of copper was
found in sample A29 collected close to the highway beside a
central
motor park at Oworoshoki road while the least concentrations of
copper was found in sample A6 and A28 collected beside
mechanic workshop at Oregun road close to the dumpsite and
within Ogudu GRA respectively, Copper with mean concentration
of 3.95ppm (Table 3).
0
10
20
30
40
50
60
concentration in ppm
Cu Mn Pb Zn Ba Cr Sr V Zr
The analysed metals
The concentrations of selected nine metals
Maximium
Minimum
Figure 5: Concentration of selected nine metals in the Study
area
Chromiun (Cr) with mean concentration of 1.3ppm, varies from
less than 1.0ppm to 2.0ppm in about five samples collected at
different locations within and around the dumpsite although some
of the samples for example, sample A26 collected around
Ogudu towards the Lagos lagoon has high Cr concentrations,see
fig 9.
Manganese (Mn) sranges from 5.0ppm, in sample A6 collected
within Olusosun dumpsite to 20.0ppm in sample A15 collected
within a residential estate situated very close to highway off
Ikosi road with Manganese mean concentration of 10.1ppm,see
fig10.
Barium (Ba) ranges from 1.5 8.1ppm with mean concentration of
3.7ppm. The highest concentrations of these heavy metals
were detected in different samples collected mostly outside the
dumpsite. For instance, maximum concentration of Ba was
observed in sample A29 collected close to the highway beside the
central taxi park at Oworoshoki road, Vanadium in sample A26
collected within residential area along Ogudu road while that of
Zr and Sr were observed in samples A15 and A16 collected
within residential estate off Ikosi road and beside a sawmill
off Ketu market close to the highway respectively, see fig14.
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Fig 6 - 14 below shows the Trace elements concentration of the
study area
Fig.6: The distribution of Zn concentrations in particulate
matter from the study area
Fig.7: The distribution of Pb concentrations in particulate
matter from the study area
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Fig.8: The distribution of Cu concentrations in particulate
matter from the study area
Fig.9: The distribution of Cr concentrations in particulate
matter from the study area
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Fig.10: The distribution of Mn concentrations in particulate
matter from the study area
Fig.11: The distribution of Zr concentrations in particulate
matter from the study area
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Fig.12: The distribution of V concentrations in particulate
matter from the study area
Fig.13: The distribution of Sr concentrations in particulate
matter from the study area
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Fig.14: The distribution of Ba concentrations in particulate
matter from the study area
The concentrations of the heavy metals in PM10 from the study
area were compared with that of control sample collected very
close to the road side at Akin Adesola road, Victoria island
which is about (17km) away from the study area, with little or
no
industrial activity and no traffic congestion, but there is high
traffic density. From the comparison, the concentration of all
the
heavy metals of the particulate matter (PM10) of the study area
have higher concentration compared to the control sample which
may be due to no industrial activities, emission from car
exhaust and traffic congestion which could contribute to the
pollution of
the Air quality of the study area.
Pearsons correlation matrix
Correlation Matrix was employed for the data set to discover
similarities in geochemical behaviour and basic relationship
among
the elements (Davis, 1986; Ajayi and Suh, 1999). Correlation
coefficient measures the strength of a linear relationship
between
two variables on a scale of -1 (perfect inverse relationship)
through 0 (no relation) to +1 (perfect sympathetic relation).
The
correlation coefficients developed for particulate matter in the
study area was based on 30 samples and its significant from 0 .5
at
0.001 confidence level (Table 4).
Various ranges of r were observed between both the trace metals
and the major elements. The correlation that exists among the
heavy metals contents in PM10 of the study area can be
summarised as follows (Table 5) Cu with Zn and Ba; Mn with Pb, Ba,
Cr,
Sr, V and Zr; Pb with Ba, Cr, Sr, V and Zr; Zn with Ba; Ba with
Sr, V and Zr; Cr with Sr, V and Zr; Sr with V and Zr; V with
Zr.
TABLE 4: PEARSONS CORRELATION TABLE
Cu Mn Pb Zn Ba Cr Sr V Zr
Cu 1.00
Mn 0.39 1.00
Pb 0.45 0.67 1.00
Zn 0.91 0.32 0.47 1.00
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Ba 0.71 0.70 0.74 0.68 1.00
Cr 0.19 0.70 0.62 0.10 0.40 1.00
Sr 0.40 0.86 0.69 0.45 0.76 0.60 1.00
V 0.25 0.64 0.76 0.23 0.71 0.64 0.78 1.00
Zr 0.21 0.78 0.72 0.26 0.60 0.64 0.84 0.75 1.00
From (Table 4) above, Zinc shows a very strong and positive
correlation with Cu at probability of 0.05. Pb shows strong
positive
correlation with virtually all the metals with the exception of
Zn and Cu. This is an indication that these metals are coming
from
the same region which may be as a result of anthropogenic input
into the environment. This source may be linked to high
vehicular emissions, incomplete combustion of petroleum products
and burning of industrial and domestic wastes which are very
obvious in the study area. The fairly weak correlation that exit
between Pb and Zn and Cu, Pb- Zn (0.47), Pb Cu (0.45) suggests
that these metals have other anthropogenic sources of input
different from those metals.
Scattered plots were plotted for those metals showing some
reasonable level of correlations and this is showing in figures
below.
y = 0.2509x + 0.5906
R2 = 0.8268
0
2
4
6
8
10
12
14
16
0 5 10 15 20 25 30 35 40 45 50
Zn concentration in ppm
Cu c
oncentr
ation in p
pm
Cu against Zn
Cu against Zn
Linear (Cu against Zn)
Linear (Cu against Zn)
Fig 15: Plot of Cu against Zn concentrations
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Chart Title
y = 4.1498x - 9.2085
R2 = 0.7402
0
5
10
15
20
25
0 1 2 3 4 5 6 7
Sr concentration in ppm
Mn
co
ncen
trati
on
in
pp
m
Mn against Sr
Linear (Mn against Sr)
Fig16: Plot of Mn against Sr concentrations
Chart Title
y = 3.3556x + 1.7115
R2 = 0.7163
0
1
2
3
4
5
6
7
0 0.2 0.4 0.6 0.8 1 1.2 1.4
Zr conc. in ppm
Sr
co
nc.
in p
pm
Sr against Zr
Linear (Sr against Zr)
Fig 17: Plot of Sr against Zr concentrations
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Chart Title
y = 0.0254x + 1.9832
R2 = 0.0101
0
1
2
3
4
5
6
0 5 10 15 20 25 30 35 40 45 50
Pb
Zn Pb versus Zn
Linear (Pb versus Zn)
Fig 18: Plot of Pb against Zn concentrations
PRINCIPAL COMPONENT ANALYSIS
Principal Component Analysis is widely used to reduce data and
to extent among the observed variables (Loska and Wiechula,
2003). This was applied to assist in the identification of
sources of pollutants. This is best interpreted based on the
geogenic and
anthropogenic assumptions (Abimbola et al, 2007).
To reduce the complexity of the relationship that exists among
the metals, principal component analysis performed on the data
set
were grouped into five (5) different factors and the significant
was set at 0.5, any less than 0.5 is considered not
significant.
TABLE 5: PRINCIPAL COMPONENT ANALYSIS OF HEAVY METALS IN THE
PARTICULATES OF THE STUDY
AREA
Factor 1 Factor 2 Factor 3 Communality
Cu 0.35 0.89 0.21 .957
Mn 0.80 -0.29 0.44 .905
Pb 0.84 0.01 -o.27 .785
Zn 0.34 0.91 0.04 .946
Ba 0.78 0.50 -0.17 .883
Cr 0.78 -0.25 0.33 .736
Sr 0.90 -0.11 -0.01 .813
V 0.85 -0.14 -0.35 .883
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Zr 0.77 -0.49 -0.02 .844
Eigen Value 4.879 54.207 54.207
% Variance 2.294 25.494 79.701
Cummulative % 0.579 6.429 86.123
The principal component analysis grouped or separated the
analysed metals into three distinct factors and these three (3)
factors
accounted for total variance of 86.13%.
Factor 1 accounted for about 54.21% of the total variance and it
is strongly loaded with metals such as Mn (0.79), Pb (0.85), Ba
(0.76), Cr (0.75), Sr (0.89), V (0.86) and Zr (0.77) (Table
4.5)
This is strongly supported with the result of the Pearson
correlation coefficient where most of these metals showed strong
and
positive significant correlation with one another. This
indicates that all these metals were derived from the same common
sources
and their precipitations were strongly influenced by similar
geochemical factors.
Factor 2 consists of about 25.5% (Table 5) of the total variance
with strong and positive loadings factors in Cu (0.89) and Zn
(0.91) but weakly loaded with Ba (0.50). This further support
the strong association between Zn and Cu which is an
indication,
that Zinc and Copper are precipitated from similar source under
similar geochemical influence.
The general implication of these geochemical associations is
that there are two significant sources of metals input into the
atmosphere in the study area, and out of these two pathways none
can be attributed to the geology of the study area since the
concentrations of the heavy metals in PM10 does not show any
relationship to the geology of the area.
TABLE6: COMPARISON OF SOME METALS FROM THE STUDY AREA WITH SOME
PREVIOUS WORKS
Location Cu Pb Zn Cr Mn Vn Fe Ba Ni Sr Oluyemi&
Asubiojo(2001)mumg/l)
- 0.84 1.38 1.39 0.72 0.73 1.38 ND 0.72 ND
Current Study(ppm) 3.28 2.2 11.8 1.3 10.1 0.9 ND 3.64 ND
4.64
Control sample (VI, Lagos)(ppm) 2.8 1.0 9.7
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Zinc (Zn) 0.049 0.266 0.1478 3.0 NS
Cobalt (Co) 0.025 0.084 0.0620 NS NS
Copper (Cu) 0.036 0.058 0.0455 1.0 2.0
Calcium (Ca) 4.008 16.833 9.195 75 75
Magnesium (Mg) 22.5 97.92 58.212 NS 50
Table 6, the results of the geochemical analysis when compared
with the work of Oluyemi & Asubiojo, 2001, carried out in
Lagos
metropolis (Yaba,Ikeja and Eti-Osa local government) shows Zinc
as the dominant heavy metal particulates in both analysis. The
control sample in Victoria Island area shows lesser values of
heavy metals based on the reduced level of industrialization,
traffics
and its far distance from Olusosun dumping areas. This is also
evident in the low values of heavy metals recorded in water
samples of CMS and Apapa Jetty,see table 8 , (Eruola etal,
2011). A study by Oyeku and Eludoyin (2010) also confirmed that
the
groundwater supplies of Oregun, Ojota and Ketu communities were
contaminated with heavy metals including Cu, Fe, Cd, Pb,
Mn and high concentrations of Zinc (see table 7), they however
suggested the possibility of co-polluting sources such as the
paint
and the plastic industries in Oregun, as the source based on the
groundwater migration from upstream to downstream. Oyeyiola
etal., 2006 also recorded high values of zinc and lead in the
water samples from Iyalaro upstream and downstream (see table
9)
,most of these heavy metals occur as a result of anthropogenic
activities including use of fossil fuels, loaded gasoline
paint,
plastics and emissions from industries located around the
Oregun, Ikeja and Ojota axis. Moreover as a result of landfill from
the
Olusosun dump site and its environs the discharged is being
transferred into the atmosphere and is further deposited as a sink
to
the nearby water bodies such as the Iyalaro stream and
eventually falls into the Lagos lagoon. The heavy metal
constituents are
toxic and can result to adverse biological effects on aquatic
living organisms
TABLE8: COMPARISON OF SOME METALS FROM THE STUDY AREA WITH THE
PREVIOUS WORKS OF
ERUOLA ETAL, 2011
PARAMTERS CMS(mg/l) APAPA JETTY
Iron Nil Nil
Nickel 0.03 0.04
Cadmium 0.06 0.05
Copper Nil Nil
Lead Nil Nil
TABLE 9: COMPARISON OF SOME METALS FROM THE STUDY AREA WITH THE
PREVIOUS WORKS OF
OYEYIOLA ETAL., 2006
HEAVY METALS CONCENTRATIONS(Mg/l) Alaro upstream
CONCENTRATIONS(Mg/l)
Alaro downstream Cd 42.1 1.9
Cu 94.5 22
Pb 108.3 25
Cr 31.0 15.9
Zn 805 64.5
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V. CONCLUSION
The study reveals that the assessment of heavy metals contents
of ambient particulate matter (Pm10) of the study area follows
this
increasing order of magnitude Zn > Mn > Sr > Ba > Cu
> Pb > Cr > V > Zr. A wide range of values was observed
between the
different sampling locations which could have been as a result
of the effect of high industrialization, urbanization and
vehicular
activities that characterised the study Area. Comparison of
metal concentration content of ambient particulate matter (Pm10)
with
geochemical data of the control and similar work done
Oluyemi& Asubiojo, 2001 reveals that urbanization, high
auto-traffic and
other anthropogenic emissions are the major contributors to
particulate matter concentration
Highest levels of metallic ions were observed in samples
collected very close to the highways where traffic density runs
several
thousand per hour and it is interesting to see that samples
collected within the dumpsite have low concentrations of heavy
metals
with exception of sulphur which is significantly enriched in
samples collected within the dumpsite, this may be that the
contaminants have either been leached via groundwater
infiltration or transported and eroded to the nearby stream or
adjoining
water bodies. These led to the comparison of the result of the
investigation to the work of Eruola etal., on the nearby stream.
The
result of his investigation also further confirmed that Zn, Mn
and Cu are the major contaminants in the particulates matter and
the
adjoining Iyalaro stream which flows into the Ogudu canal, where
it eventually empties into the Lagos Lagoon. The result of the
investigation also agreed with the study carried out by Oyeku
and Eludoyin (2010) which confirmed that the groundwater
supplies in the communities around:Olusosun, Oregun, Ojota and
Ketu communities were contaminated with heavy metals
including Cu, Fe, Cd, Pb, Mn and high concentrations of zn,
based on the anthropogenic factors such as; heavy traffics over
populations and industrialization of the area of study.
Excessive concentrations of zinc are harmful to aquatic life during
its early
stages as a result of domestic and industrial sewage, corrosion
of zinc alloys and galvanized surfaces. The lead exposure from
the
atmosphere can be deposited in vegetations, further into the
nearby water bodies, streams or underground water it may inhibit
the
growth of microorganisms and the formation of organic
matter.
ACKNOWEDGEMENT
The author acknowledge Late Professor Akinlolu Festus Abimbola,
before his demise a professor of Geology, at the University
of Ibadan, Nigeria for his supervisory role on this project, may
his gentle soul rest in peace. Doctor A.S Olatunji, of the
department of Geology, University of Ibadan, Nigeria and Mr
Teslim kolawole of Osun state university, Oshogbo Iam indebted
to
you both, thank you all..
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REFERENCES
Abimbola A. F, Ajibade O.M and Kolawole T (2007): Assessment of
Heavy metals In soils Around Automobile Mechanic
workshops in Ibadan, Southwest Nigeria. Aquaterra Journal of
African Water Resources and Environment Vol 1 (2) pp
14 22.
Adegoke O.S (1969): Eocene Stratigraphy of Southern Nigeria.
Bull. Bur. Rech. Geol. Min. Mem. No 69, 23 -48pp.
Adegoke O.S (1970): Microfauna of the Ewekoro formation
(paleocene) of Southwestern Nigeria. (In) African Geology
(T.F.J
Dessauvagie and A.J Whiteman, Eds) Univ. of Ibadan Press,
Nigeria. 269 -276pp.
Ajayi T.R and Suh C.E (1999): Partially extractable metals in
the amphibolites Of Ife Ilesha Area. A
lithogeochemical approach for Gold Exploration, Journal of
Mining and Geology. Vol 35 (2) pp 103 116.
Agagu O.A (1985): A Geology guide to the bituminous sediments of
Southwestern Nigeria. Published by the Geol. Dept.
University of Ibadan.
Billman H.G (1976): OffshoreStratigraghy and Paleotology of the
Dahomey Embayment Proc. 7th Afro macropal College Ile
Ife (In press).
Billman H.G (1992): Offshore Stratigraphy and Paleotology of
Dahomey Embayment,West African Nigerian Association of
Petroleum Explorationist. BulletinVol. 7 (2): 121 -139pp.
Burke K.C and Dewey F.J (1971): Orogeny in African Geology
(T.F.J. Dessauvagie and A.J Whiteman Eds) Univ. of Ibadan
Press, Nigeria.
Choi H, Lim D, Kim J, Son B and Lim J (2000): Study on the
interrelationship of air Pollution and respiratory disease in
incheoncity via children who visited the emergency room of Inha
University Hospital, Journal of Korean Pediatrics
Society, 43: 1372 9.
Davis J.C (1986): Statistics and Analysis in Geology. John Wiley
and Sons, New York, 64pp.
Espino T.T, Gardea Torresday J.L, Barnes B.E. and Pingitore Jr.
N.E (1998). Use of CPMS to determine elemental
composition of air particulates in EI Paso / Juarez Aieshed.
Proceedings of the 1998 Conference on Hazardaous Waste
Research.
Fayose E.A (1970): Stratigraphy Paleontology of Afowo - 1- Well,
Southwestern Nigeria. Journ, Min.Geol. Nigeria, 5 (1
& 2) pp 1- 99.
Godish T. (1991): Air Quality, Lewis Publishers, Boca Raton, New
York.
GOFORTH M.R and Christofou C.S (2006): Particle size
distribution and atmospheric metals measurements in a rural area
in
the South Eastern U.S.A. Science of Total Environmental Vol. 356
pp 217 -227.
Grosjean D and Friedlander S.K (1975): Gas particle distribution
factors for organic and other pollutants in the Los
Angelese atmosphere. J. Air Pollution Assoc. 25, 1038pp.
Iloeje N.P.C (1987): A new Geography of Nigeria, Longman Nigeria
Limited, Ikeja, 201pp.
Jones and Hockey R.D (1981): The tectonic evolution and
cretaceous stratigraphy of the Dahomey Basin. Jour. of Mining
and
Geol. 54, 65 87pp.
Kingston D.R, Dishroon C.P and Williams P.A (1983): Global basin
classification System. American Association of Petroleum
Geologists. Bulletin 67, 2175 - 2193pp.
Klemme H.D (1975): Geothermal gradients heat flow and
hydrocarbon recovery. In: Petroleum and Global Tectonic (Eds.
Fischer A.G and Judson S) Princeton University Press, Princeton:
251 304pp.
Kogbe C.A (1970): Notes on some upper Cretaceous and lower
Tertiary algae from Southern Nigeria: (In) African Geology
(T.F.J Dessauvagie and A.J Whiteman, Eds) Univ. of Ibadan Press,
Nigeria. 269 276pp.
Lawson F (1986): The Geology of Abeokuta formation unpublished
Msc. Thesis. Dept of Geology, University of Ibadan.
-
Scientific Research Journal (SCIRJ), Volume II, Issue XI,
November 2014 52 ISSN 2201-2796
www.scirj.org 2014, Scientific Research Journal
Loska K,Wiechula D (2003): Application of Principal Component
Analysis For the estimation of source of Heavy metal
Contamination in Surface sediments from Rybnik Reservoir. Chem.;
51: 723 733.
Lehr, J. H. (2002). Handbook of complex environmental
remediation problems. Retrieved from:
http://www.web.ebscohost.com.ezproxy.royalroads.ca/ehost/ebook
Odukoya A.M: Geochemical Characterization of Water, Soil and
Sediment around Ojota and Isolo Dumpsites in Lagos
Metropolis, South Western, Nigeria. Unpublished PhD Thesis, Dept
of Geology, University of Ibadan pp 3.
Ogbe F.A G (1970): Stratigraphy of strata exposed in the Ewekoro
Quarry Western Nigeria (In) African Geology (T.F.J)
Dessauvagie and A.J Whiteman Eds) Univ. of Ibadan Press,
Nigeria. 269 -276pp.
Olatunji A.S (2006): Geochemical Characterization of Lagos
Lagoon Sediments Unpublished PhD Thesis, Dept of Geology,
University of Ibadan. pp16.
Olawande P.A (1977): Automobile traffic air pollution in
developing country (An example of effluence caused
environmental
pollution problem). Int. J. Environ. Stud. 11: 197 203.
Oluyemi E.A and. Asubiojo O.I (2001): Ambient air particulate
matter in lagos, Nigeria: a study using receptor modeling with
x-ray flourescence analysis. Bu ll. Chem. Soc. Ethiop. 2001,
15(2), 97-108.
Omatsola M.E and Adegoke O.S (1981): The tectonic evolution and
cretaceous Stratigraghy of the Dahomey Basin Jour. Of
Mining and Geol. 54, 65 87pp.
Onwuka M.O (1990): Groundwater Resources of Lagos State, Unpub.
MSc. Dissertation unit of Ibadan 144pp.
Oyawoye M.O (1972): The Basement Complex of Nigeria, In
Dessauvagie T.F.J and Whiteman A.J (eds) African Geology.
Ibadan University press 67 99pp.
Oyeku, O. T., & Eludoyin, A.O. (2010): Heavy metal
contamination of groundwater resources in a Nigerian urban
settlement.
African Journal of Environmental Science & Technology, 4
(4), 201-214. Retrieved from: http://www.academic
journals.org/AJEST
Oyeyiola, A.O, Olayinka KO AlO BI (2006): Correlation studies of
heavy metals concentration with sediment properties of
some rivers surrounding the Lagos Lagoon. Nigerian Journal of
Health and Biomedical Sciences Vol. 5(1) 2006: 118-
122pp.
Samara C.D, Vousuta T.H, Kouimtzsis N, Bournis A and Tsani E
(1990): Characterization of airborne particulate matter in
thessaloniki Greece part 1:Source related heavy metal
concentrations within TSP. Toxical. Environ, Chem, 29: 107
119pp.
Shaw R.W (1987): Air pollution by particles. Sci. Am. Vol. 257
pp 96 103pp.
Subramanian R.P, Asgharian B, Freijer J.I. Miller F.J, Anjivels
S (2003): Analysis of lobar differences in particle
deposition in the human lung. Inhal Toxical, 15:1 - 21.
Tharme R.E. (2003): A global perspective on environment flow
assessment: emerging trends in the development and application
of environmental flow methodologies for rivers. River Research
and Applications, 19, 397- 441pp.
The Groundwater Foundation. (2012). Sources of groundwater
contamination. Retrieved from:
http://www.groundwater.org/gi/sources of gw contam.html
Whiteman A.J (1982): Nigeria: Its Petroleum Geology, Resources
and Potential, Graham and Trottan, London, 394.
Whitby K.T (1978): The physical characteristics of sulphur
aerosis. Atmos. Environ. 12, 135 308.
World Health Organisation (2005): Guideline for Air quality.
Fact sheet EURO/04/05 Berling Copenhagen, Rome, 14 April
2005.
Yongming H, Du P, Cao J and Eric S.P (2005): Multivariate
analysis of heavy metal contamination in urban dust Xian,
Central China.
-
Scientific Research Journal (SCIRJ), Volume II, Issue XI,
November 2014 53 ISSN 2201-2796
www.scirj.org 2014, Scientific Research Journal
Zufall M.J and Davidson C.I (1997): Dry deposition of particles
to water surfaces. Environment Science Technology Vol. 32
(ii). Pp 1623- 1630.
APPENDIX
Statistical summary of major elements in the study area
Element Range Mean Median Mode Standard deviation
Variance Control (V.I)
Ca 1960.0 3700.0 2665.7 2590.0 2490.0 394.4 155563.3 2640
Mg 400.0 830.0 606.3 570.0 460.0 138.9 19286.1 560
Al 260.0 1130.0 590.3 575.0 430.0 222.4 49451.6 410
Fe 90.0 820.0 343.0 285.0 280.0 168.1 28242.4 200
Na 160.0 230.0 194.3 190.0 190.0 17.4 301.3 200
S 91.0 197.0 130.8 126.5 104.0 23.1 534.4 101
K 50.0 130,0 73.2 70.0 70.0 22.1 489.5 70
P 5.0 130.0 13.6 12.0 11.0 6.4 40.9 8
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Waste Compactor on Olusosun Dumpsite at work,Lagos.
Traffic congestion, Ojota,Lagos.
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Ojota Bus-top,Lagos
Berger Bus - stop,Lagos,Nigeria
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Lateritic part of the Coastal sand of Dahomey basin as exposed
in Ojota area
Borehole Strata Logs of the Study Area
Filter Paper use in Sampling
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Gas emission at industrial company, 7up Alausa,Lagos,Nigeria
Asphalt Construction Company, Berger,Lagos,Nigeria