biofilm matrices as biomonitoring agent and …
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Journal of Environmental Engineering & Sustainable Technology JEEST Vol. 05 No. 02, November 2018, Pages 61-67 http://jeest.ub.ac.id
P-ISSN:2356-3109 E-ISSN 2356-3117 61
BIOFILM MATRICES AS BIOMONITORING AGENT AND BIOSORBENT FOR
CR(VI) POLLUTION IN AQUATIC ECOSYSTEMS
Andi Kurniawan1, 2*
1 Coastal and Marine Research Centre, University of Brawijaya 2 Faculty of Fisheries and Marine Science, University of Brawijaya
Email: [email protected]
ABSTRACT
Heavy metal pollution in aquatic ecosystems
has become one of the primary environmental
problems. Cr(VI) is one of the most toxic and
carcinogenic heavy metal pollutants. The
degradation of aquatic ecosystems due to the
Cr(VI) pollution usually occurs slowly, but the
impact is accumulative. Hence, an awareness of
the pollution often occurs when the impacts
have already in the acute or chronic level.
Therefore, the technologies to monitor and to
solve the Cr(VI) pollution are critically
important. The application of biological
resources emerges as an alternative technology
to solve the problems. This study analyzes the
utilization of biofilm as a biomonitoring agent
and a biosorbent to monitor and to immobilize
Cr(VI) in the aquatic ecosystems, respectively.
The development of the biofilm as a
biomonitoring agent is conducted through the
investigation of Cr(VI) concentration in the
biofilm and the surrounding river water, while
the utilization of the biofilm as a biosorbent is
developed through the analysis of Cr(VI)
adsorption characteristics to the biofilm. The
results of this study reveal that the
concentrations of Cr(VI) inside the biofilms are
hundreds of times higher than the surrounding
river water. The biofilms seem to accumulate
the Cr(VI) from the surrounding river water
through a physicochemical process. According
to the result of this study, biofilms can become
a promising biological agent to monitor and to
immobilize Cr(VI) in the aquatic ecosystems.
Keywords: Biofilm; Biomonitoring;
Biosorption; Cr(VI); Water Pollution.
1. INTRODUCTION
Aquatic ecosystems have been
contaminated by various pollutants such as
heavy metal including Cr(VI) (Kyzas and
Matis, 2018; Hea, et al., 2018). The pollutants
lead to the degradation of aquatic ecosystems
which usually occurs gradually, but its effect is
accumulative. Hence, the awareness about the
degradation appears when the impacts have
been already in the chronic level (Bland, et al.,
2018; Singh, 2015).
Heavy metals such as Cr(VI) have
become a serious environmental problem
because it’s characteristics that persistent and
may be easily accumulated and magnified
through food webs (Sukandar and Kurniawan,
2017). Cr(VI) is not only toxic but also may
lead to various human health problems such as
cancer and kidney dysfunctionality (Chen, et
al., 2017). Cr(VI) largely exists in wastewater
of various industrial activities such as a leather
tanning process (Jobby, et al., 2018). The
contamination of the ion will increase along
with the increase of its utilization. Thus, the
existence of the Cr(VI) in the aquatic
ecosystems should be continuously monitored.
Various technologies to monitor the
presence of heavy metals such as Cr(VI) in the
aquatic ecosystems have been proposed
(Fomina and Gadd, 2014; Chojnacka, 2010).
One of the promising technologies is
biomonitoring. Biomonitoring is the utilization
of a living organism or a part of a living
organism as a biological agent to monitor the
pollutant in the ecosystems (García-Seoane, et
al., 2018; Kirman, et al., 2018). The primary
requirements of the biological agents are
ubiquitous, easily grown and able to accumulate
the pollutants.
The efforts to remove the excess of
Cr(VI) from the aquatic ecosystems is critically
important. Various technologies have been
proposed to solve heavy metals pollution
including Cr(VI). Biosorption is one of the
proposed technologies which have been
reported to become inexpensive and
environmentally safe. This technology uses
living organisms or a part of the living
Journal of Environmental Engineering & Sustainable Technology (JEEST) P-ISSN:2356-3109 Vol. 05 No. 02, November 2018, Pages 61-67
62
organisms to immobilize the pollutant from the
ecosystems. The primary key to success in the
biosorption is the ability of biosorbent to adsorb
the pollutant. The biological agents used as a
biosorbent should be easy to be obtained and
having a high capacity to remove the pollutant.
Biofilm as a predominant habitat of
microbes (Flemming and Wingender, 2010;
Costerton, et al., 1995; Fabbri, et al., 2018) can
become a biomonitoring agent and biosorbent
for Cr(VI) in the aquatic ecosystem. Biofilm is
a matrix-enclosed microbial community that
attached on the almost every substrate in the
aquatic ecosystems (Tsuchiya, et al., 2009).
Previous studies have shown that the biofilm
can attract various ions including heavy metals
(Kurniawan, 2012; Kurniawan, 2015). In this
study, the Cr(VI) concentration in the biofilm
and the surrounding water of the biofilm in the
river ecosystems were investigated in order to
analyze the biofilm utilization as a
biomonitoring agent. Moreover, the
characteristics of Cr(VI) adsorption to the
biofilm were also analyzed to develop the
biofilm as a biosorbent for Cr(VI). The results
of this study suggest that the biofilm can
become promising biomonitoring agent and
biosorbent to monitor and remove the heavy
metal such as Cr(VI) from the aquatic
ecosystems.
2. MATERIALS AND METHODS
2.1. Sampling Site And Sample
Preparation
Samples in this study were biofilms
formed on the stones and the surrounding river
water of the biofilms (ca. 15 cm from the
biofilm surface) collected from the Badek River
in Malang City, East Java, Indonesia. In the
around riverbank area of the Badek River, there
are leather tanning plants. The plants often
discard the wastewater from the leather tanning
process to the Badek River. The samples of the
biofilms were collected from 3 sampling sites.
Site 1 is the location near the outlet of the
tannery plants, Site 2 is in the middle of the
watershed area between the Site 1 and the end
of the watershed of Badek River, and Site 3 is
at the end of the Badek River watershed before
the river joined with the Brantas River.
The samples of biofilms and the
surrounding water were collected in 2 times.
The first sampling time is when the tannery
plants operated, and the second sampling times
is when the tannery plants did not operate. The
samples were collected from the middle and the
both sides of the river.
The stones covered by biofilm and the
surrounding river waters were brought back to
the laboratory in plastic containers. The
temperature of the container is maintained at
around 4 °C. The biofilms were removed from
the stones using a sterilized toothbrush in 80 mL
of distilled water. The Cr(VI) concentration in
the suspension was assumed as the diluted
Cr(VI) concentration inside the biofilms. The
Cr(VI) concentrations were measured using an
Atomic Absorption Spectroscopy Shimadzu
AA-6800 (Shimadzu Corporation, Japan). All
the samples were stored in - 25 °C before used
in the experiment.
2.2. Kinetics Of Adsorption
Eighty milliliters of 50 mg·L⁻¹ K₂Cr₂O7
aqueous solutions were prepared by diluted
reagent grade K₂Cr₂O7 to the distilled water. 0.5
gram of biofilm was added to the suspension
and mixed well using a magnetic stirrer. The
biofilm suspensions were sub-sampled after 5,
15, 30, 60, and 180 minutes. The sub-sample
was centrifuged (8,000 × g at 4°C for 10 min)
and the supernatant was collected. The
concentration of Cr(VI) in the supernatants
were measured using an Atomic Absorption
Spectroscopy Shimadzu AA-6800 (Shimadzu
Corporation, Japan). The same K₂Cr₂O7
aqueous solutions without the biofilm were
used as a control in the kinetics of adsorption
experiment. The adsorbed amounts of Cr(VI)
were calculated from the difference of the
Cr(VI) concentration in the control and the sub-
samples. All the kinetics experiments were
repeated three times independently.
2.3. Adsorption Isotherm
A half gram of biofilm pellet was added
to 80 mL of K₂Cr₂O7 aqueous solution (5, 25,
50, 300, 600, 1200 mg·L⁻¹) prepared with the
same method described above. After 15
minutes, the suspensions were centrifuged
(8,000 × g at 4°C for 10 min), and then, the
supernatants were collected. As the control, the
same concentration of K₂Cr₂O7 aqueous
Andi Kurniawan, Biofilm Matrices As Biomonitoring Agent And Biosorbent …
P-ISSN:2356-3109 E-ISSN 2356-3117 63
solutions without the addition of the biofilm
was prepared. The adsorbed amounts of Cr(VI)
to the biofilms were calculated from the
difference of concentration between the control
and the supernatants. The concentration of
Cr(VI) was measured using an Atomic
Absorption Spectroscopy Shimadzu AA-6800
(Shimadzu Corporation, Japan). All the
adsorption isotherm experiments were repeated
three times independently.
The adsorption isotherm of biofilm is
analyzed using the variant of the Langmuir
Adsorption Equation as described below
(Vijayaraghavan and Balasubramanian, 2018;
Freifelder, 1985)
maxmax )(
1
N
C
bNN
C
(1)
The Langmuir adsorption equation assumes that
a dynamic equilibrium exists between the
adsorbed Cr(VI) (N; mg·g⁻¹) and the free
Cr(VI) in solution (C; mg·L⁻¹). The adsorption
equilibrium constant (b) is the ratio of the
adsorption and desorption rates. The plot of C/N
against C shows a straight line with a slope of
1/Nmax and a y-axis intercept of 1/(Nmax)b.
Then, the values of Nmax (the maximum
amount of adsorbed ion; mg·g⁻¹) and b (L·mg⁻¹)
were calculated (Kurniawan, 2012).
3. RESULTS AND DISCUSSION
The concentration of Cr(VI) inside the
biofilms and the surrounding water were
investigated in this study. The characteristics of
Cr(VI) adsorption to the biofilms were also
analyzed. The results are used to examine the
possibility to utilize the biofilm matrices as a
biomonitoring agent and a biosorbent for
Cr(VI) contamination in the aquatic
ecosystems.
3.1. Cr(VI) Concentration In The
Biofilm And The Surrounding
Water
The concentrations of Cr(VI) in the
biofilms and the surrounding river waters were
measured when the leather tanning plants did
not operate and operated (Table 1). The results
indicate that the concentration of Cr(VI) inside
the biofilms were hundred times higher
compared to those of in the surrounding river
waters. This results indicated that biofilms
might accumulate the Cr(VI) from the
surrounding waters [16]. Biofilms in the aquatic
ecosystems have been reported to have the
ability to attract and reserve ions including
heavy metal ions such as Cr(VI) (Kurniawan,
2015; Cheng, et al., 2018, Julien, et al., 2014).
When the tannery plants operated,
concentrations of Cr(VI) in the water of Badek
River were 0.078-0.13 mg·L⁻¹. These
concentrations are higher than the threshold for
human health (0.05 mg·L⁻¹). These facts
suggested that the Badek River seems to be
contaminated by the Cr(VI). However, the
concentrations of Cr(VI) in the river water when
the tannery plants did not operate were only
0.022-0.041 mg·L⁻¹ which are lower than the
threshold of human health. These results mean
that if the measurement to investigate the
Cr(VI) contamination in the river conducted in
the time when the tannery plants did not
operate, the contamination of Cr(VI) in the
Badek River will not be revealed. These
conditions may lead to the misjudgment on the
river pollution status. This fact revealed the
limitation of the utilization of Cr(VI)
concentration in the river water as a standard to
monitor the water pollution.
Journal of Environmental Engineering & Sustainable Technology (JEEST) P-ISSN:2356-3109 Vol. 05 No. 02, November 2018, Pages 61-67
64
Table 1. The concentration of Cr(VI) inside the biofilm and in the surrounding river waters.
Experiment repeated 3 times. ± values represent the standard deviation.
The monitoring of heavy metals such as
Cr(VI) contamination in the river requires the
more suitable and accurate indicators than the
concentration of the heavy metals in the river
water. Hence, the concentration of Cr(VI) in the
indicators should represent and indicate the
existence of the heavy metals in the river not
only in the sampling day but also in the
extended periods. Heavy metals such as Cr(VI)
are also can be accumulated in the living
organism, and then, through the food web can
be magnified. Therefore, the indicators should
also represent the potentiality of this dangerous
cycles. In this case, the utilization of biological
agents to monitor the heavy metal pollution
may appear as a promising alternative.
Biofilm is the predominant habitat of
microbes and ubiquitous in the aquatic
ecosystems. The biofilm easily forms on the all
substrates in the aquatic ecosystems [13].
Biofilm also directly involves with the food
chain because it is a feed for many fishes, and
thus, the heavy metals accumulated inside the
biofilm may be magnified through the food
webs. The results of this study show that the
biofilms may accumulate the heavy metals such
as Cr(VI) from the surrounding waters. If there
is a heavy metal input into the river at a
particular time, the heavy metal will be attracted
and retained in the biofilm matrix for an
extended period. Hence, the presence of heavy
metals in the biofilm is very likely to be used as
an indicator of heavy metal input into the river.
Moreover, the heavy metal
concentrations inside the biofilm will
dynamically change along with the change of
the ion concentrations in the surrounding waters
[17]. When the concentration of the heavy
metals in the surrounding water decrease, the
biofilm may release the heavy metal to the
surrounding water. The results of this study
suggest that the biofilm may be used as a
promising biological agent to monitor heavy
metal pollution in the aquatic ecosystems.
3.2. Kinetics Of Adsorption
The time course of Cr(VI) adsorption to
the biofilm was investigated (Fig. 1). The
adsorbed amounts of the Cr(VI) to the biofilm
were relatively stable from 5 min until the end
of the experiment (± 1,8 mg·g⁻¹). This result
suggested that the adsorption of Cr(VI) to the
biofilm is a speedy process. This process is a
characteristic of the passive uptake mechanism
(Kyzas, et al., 2014). It seems that the
accumulation of Cr(VI) to the biofilm in this
study occurred through a physiochemical
process (Kurniawan, 2015; Ifelebuegu, et al.,
2018). Our previous studies suggested that the
biofilms may attract and retain ions including
heavy metals such as Cr(VI) through the ion
exchange mechanism and the electrostatic
interactions (Kurniawan, 2012).
Not operating 3.2 ± 0.23 2.04 ± 0.07 1.5 ± 0.26
Operating 4.02 ± 0.33 3.06 ± 0.11 2.09 ± 0.14
Not operating 0.041 ± 0.01 0.033 ± 0.01 0.022 ± 0.01
Operating 0.13 ± 0.01 0.092 ± 0.01 0.078 ± 0.01
Site 2 Site 3
Cr(VI) concentration (mg·L⁻¹)
Biofilm
River Water
Sample TimeSite 1
Andi Kurniawan, Biofilm Matrices As Biomonitoring Agent And Biosorbent …
P-ISSN:2356-3109 E-ISSN 2356-3117 65
Figure 1. Time course of Cr(VI) adsorption to
the biofilm. Experiment repeated 3
times. ± values represent the standard
deviation
3.3. Adsorption Isotherm
In order to analyze the Cr(VI) adsorption
mechanism to the biofilm in more detail, the
adsorption isotherm of Cr(VI) to the biofilm
collected from the Badek River was
investigated. The initial concentrations used in
the experiment were 5-1200 50 mg·L⁻¹. The
adsorbed amounts of Cr(VI) to the biofilm
increase along with the increase of the Cr(VI)
concentration in the surrounding waters, and
then, leveled off in the high concentration (Fig.
2).
Figure 2. Time Adsorption isotherm of Cr(VI)
to the biofilm. Experiment repeated 3
times. ± values represent the standard
deviation
The adsorption isotherm of Cr(VI) to the
biofilm shows the L type of adsorption. This
type of curve suggested the adsorption may be
described using the Langmuir Adsorption
Equation. The variant of the Langmuir
adsorption equation was used to analyze the
adsorption of Cr(VI) to the biofilms. The result
showed that the adsorption of Cr(VI) to the
biofilm fit well with the Langmuir adsorption
model (R² = 0.95) (Fig. 3). The Nmax of the
Cr(VI) to the biofilm collected from the Badek
River in this experiment is 9.09 mg·g⁻¹. The
adsorption equilibrium constant is 0.01 mg·L⁻¹.
The adsorption of Cr(VI) to the biofilm seems
to occur in a monolayer form where the retained
mechanisms are solely due to the interaction
between the Cr(VI) and the biofilm. In this case,
the binding sites in the biofilm have an equal
affinity to the Cr(VI). The adsorption of Cr(VI)
to the biofilm increase linearly in the low
concentration, then slightly increase along with
the increase of the concentration and finally
reached the saturation point where the
adsorption amount becomes constant. The
results support the suggestion that Cr(VI) seems
to be adsorbed to the biofilm through the
physicochemical process such as an ion
exchange mechanisms and an electrostatic
interaction [(Kurniawan, 2012).
Figure 3. Time The overlay of the Cr(VI)
adsorption data to the biofilm using
the variant of the Langmuir
Isotherm equation. C is the
equilibrium concentration (mg·L⁻¹)
and N is the adsorbed amount
(mg·g⁻¹)
The effectiveness of the biofilm as the
biosorbent for the Cr(VI) was investigated by
calculating the percentage of the adsorbed
Cr(VI) in the various initial concentrations (Fig.
4). The results suggested that the high
effectiveness of the adsorption occurs in the low
concentration, and then, decrease along with the
increase of the Cr(VI) concentrations in the
0
1
2
3
0 50 100 150 200
Ad
sorb
en
t a
mo
un
t (m
g·g
⁻¹)
Contact time (minute)
0
2
4
6
8
10
12
0 200 400 600 800 1000 1200
Ad
sorb
en
t a
mo
un
t (m
g ·
g⁻¹
)
Equilibrium Concentration (mg · L⁻')
y = 0.11x + 8.26
R² = 0.95
0
20
40
60
80
100
120
140
0 500 1000 1500
C/N
C (mg·L⁻¹)
Journal of Environmental Engineering & Sustainable Technology (JEEST) P-ISSN:2356-3109 Vol. 05 No. 02, November 2018, Pages 61-67
66
surrounding waters. The high effectiveness in
the low concentration it seems due to the high
ratio of the available binding sites in the
biofilms compared to the amount of ions in the
surrounding waters. The effective level of
adsorption ability (the effectiveness is more
than 50 %) is reached until 50 mg·L⁻¹ of Cr(VI).
This concentration should be taken as one of the
primary considerations to develop a biofilm
reactor to remove Cr(VI) from the aquatic
ecosystems.
Figure 4. Time The effectiveness of Cr(VI)
adsorption to the biofilm
4. CONCLUSIONS
This study analyzes the utilization of
biofilm as a biomonitoring agent and a
biosorbent to monitor and immobilize Cr(VI) in
the river ecosystems, respectively. The results
show that the Cr(VI) concentration inside the
biofilm is hundred times higher compared to the
Cr(VI) concentration in the river water. The
Cr(VI) concentration inside the biofilms can
represent the input of the ions to the river
ecosystems for an extended period, and thus,
represent the history of Cr(VI) input to the
ecosystems. This study revealed that the biofilm
matrix might become a promising biological
agent to monitor water pollutant such as Cr(VI)
in the aquatic ecosystems. The biofilms of River
Badek seems to adsorb Cr(VI) through
physicochemical interactions. The maximum
Cr(VI) adsorption ability of the biofilm is 9.09
mg·g⁻¹ and the adsorption equilibrium constant
is 0.01 mg·L⁻¹. According to the results of this
study, the biofilm may become a promising
biomonitoring agent and a biosorbent for water
pollutant such as Cr(VI) in the aquatic
ecosystems.
FUNDING
This research is supported by the Directorate for
Research and Community Service, Directorate
General of Strengthening Research and
Development, Ministry of Research,
Technology and Higher Education of the
Republic of Indonesia.
CONFLICTS OF INTEREST
The author declares no conflict of interest
related to this study.
5. REFERENCES
Bland, L.M.; Watermeyerag, K.E.; Keith, D.A.;
Nicholson, E.; Regan, T.J.; Shannon,
L.J. Assessing risks to marine
ecosystems with indicators, ecosystem
models and experts. Biol. Conserv.
2018, 227, 19–28.
Chen, H.; Dou, J.; Xu, H. Removal of Cr(VI)
ions by sewage sludge compost
biomass from aqueous solutions:
reduction to Cr(III) and biosorption.
Appl. Surf. Sci. 2017, 425, 728–735.
Cheng, X.; Xu, W.; Wang, N.; Mu, Y.; Zhu, J.;
Luo, J. Adsorption of Cu²⁺ and
mechanism by natural biofilm. Water
Sci. Technol. 2018, 308.
Chojnacka, K. Biosorption and
bioaccumulation – the prospects for
pratical applications. Environ. Int.
2010, 36, 299–307.
Costerton, J.W.; Lewandowski, Z.; Caldwell,
D.E.; Korber, D.R.; Lappin, S.H.M.;
Microbial biofilm. Annu. Rev.
Microbiol. 1995, 49, 711–745. doi:
10.21506/j.ponte.2017.4.16.
Fabbri, S.; Dennington, S.P.; Price, C.;
Stoodley, P.; Longyear, J. A marine
biofilm flow cell for in situ screening
marine fouling control coatings using
optical coherence tomography. Ocean
Eng. 2018, 170, 321–328.
Flemming, H.C.; Wingender, J.; The biofilm
matrix. Nat. Rev. Microbiol. 2010, 8,
623–633.
Fomina, M.; Gadd, G.M.; Biosorption: current
perspective on concept, definition and
0
10
20
30
40
50
60
70
80
90
100
5 25 50 300 600 1200
Ad
sso
rpti
on
Eff
ecti
ven
ess
(%)
Initial Concentration (mg · L⁻¹)
Andi Kurniawan, Biofilm Matrices As Biomonitoring Agent And Biosorbent …
P-ISSN:2356-3109 E-ISSN 2356-3117 67
application. Bioresour. Technol. 2014,
160, 3–14.
Freifelder, D. Principles of physical chemistry
with application to the biological
sciences," 2nd ed. Boston: USA, 1985.
García-Seoane, R.; Aboala, J.R.; Boqueteb,
M.T.; Fernándeza, J.A. Biomonitoring
coastal environments with transplanted
macroalgae: A methodological review.
Mar. Pollut. Bull. 2018, 84, 710–726.
Hea, J.; Yang, Y.; Christako, G.; Liu, Y.; Yang,
X. Assessment of soil heavy metal
pollution using stochastic site
indicators. Geoderma 2018, 337, 359–
367.
Ifelebuegu, A.O.; Salauh, H.T.; Zhang, Y.;
Lynch, D.E. Adsorptive Properties of
Poly(1-methylpyrrol-2-ylsquaraine)
Particles for the Removal of Endocrine-
Disrupting Chemicals from Aqueous
Solutions: Batch and Fixed-Bed
Column Studies. Processes 2018, 2, 2–
14.
Jobby, R.; Jha, P.; Yadav, K.; Desai, N.
Biosorption and biotransformation of
hexavalent chromium [Cr(VI)]: a
comprehensive review. Chemosphere
2018, 207, 255–266.
Julien, C.; Laurent, E.; Legube, B.; Thomassin,
J-H.; Mondamert, L.; Labanowski, J.
Investigation on the iron-uptake by
natural biofilms. Water Res. 2014, 50,
212–220.
Kirman, C.R.; Belknap, A.M.; Webster, A.F.;
Haysa, S.M. Biomonitoring
Equivalents for cyanide. Regul.
Toxicol. Pharmacol. 2018, 97, 71–81.
Kurniawan, A.; Tsuchiya, Y; Eda, S; Morisaki,
H. Characterization of the internal ion
environment of biofilms based on
charge density and shape of ion.
Colloids Surf. B Biointerfaces. 2015,
136, 22–26.
Kurniawan, A.; Yamamoto, T.; Tsuchiya, Y;
Morisaki, H. Analysis of the ion
adsorption-desorption characteristics
of biofilm matrices. Microbes Environ.
2012, 27, 399–406.
Kyzas, G.Z.; Fu, J.; Matis, K.A. New
Biosorbent Materials: Selectivity and
Bioengineering Insights. Processes
2014, 2, 419–440.
Kyzas, G.Z.; Matis, K.A. Flotation in Water and
Wastewater Treatment. Processes
2018, 6, 1–16.
Singh, J.S. Microbes: The chief ecological
engineers in reinstating equilibrium in
degraded ecosystems. Agric. Ecosyst.
Environ. 2015, 203, 80–82.
Sukandar; Kurniawan, A. Biosorption of Cr(VI)
using rice straw waste. Ponte 2017, 73,
185–190.
Tsuchiya, Y.; Ikenaga, M.; Kurniawan, A.;
Hiraki, A.; Arakawa, T.; Kusakabe, R.;
Morisaki, H. Nutrient-rich
microhabitats within biofilms are
synchronized with the external
environment. Microbes Environ. 2009,
24, 43–51.
Vijayaraghavan, K.; Balasubramanian, R. Is
biosorption suitable for
decontamination of metal-bearing
wastewaters? A critical review on the
state-of-the-art of biosorption
processes and future directions. J.
Environ. Manage. 2015, 160, 283–296.