Mohd D Khan1,2, Thannaree Chottitisupawong3, Hong H T Vu2, Ji W Ahn2, Gwang M Kim2. 1. Resources Recycling Department, University of Science and Technology (UST), 217, Gajeong-ro, Yuseong-gu, Daejeon 34113, South Korea. 2. Center for Carbon Mineralization, Mineral Resources Research Division, Korea Institute of Geosciences and Mineral Resources (KIGAM), 124 Gwahak-ro, Yuseong-gu, Daejeon 34132, South Korea. 3. Department of Chemical and Biomolecular Engineering, Korea Advanced Institute of Science and Technology, 291 Daehak-ro, Yuseong-gu, Daejeon 34141, South Korea.
Abstract
Excessive supply of phosphorus, a vital macronutrient for all organisms, can cause unwanted environmental consequences such as eutrophication. An increase in agricultural and industrial activities has created a considerable imbalance in the phosphorus cycle with continuing adverse effects on sustainability and ecosystem health, thereby stipulating/postulating the significance of phosphorus removal. A unique and sustainable concept for the removal of phosphorus through the utilization of waste bivalve seashells was proposed in the present study. Flat-surfaced and hexagonally shaped nanocalcium hydroxide particles (∼96% purity) with size ranging from 100 to 400 nm have been synthesized, and phosphorus from its aqueous solution is treated via precipitation. An optimization study has been conducted using the Box-Behnken design of response surface methodology, which highlights that with a calcium/phosphorus mass ratio, pH, and temperature of 2.16, 10.20, and 25.48 °C, a phosphorus removal efficiency of 99.33% can be achieved in a residence time of 10 min. Also, under the same conditions, diluted human urine was analyzed and phosphorus removal efficiency of ∼95% was observed. Through experimental results, semiquantitative phase analysis, and transmission electron microscopy, it has been found that the reaction was diffusion-controlled, which was further confirmed through shrinking core diffusion modeling. The present study manifests the promising potential of waste seashell-derived nanocalcium hydroxide for phosphorus treatment and its precipitation in the form of value-added hydroxyapatite.
Excessive supply of nclass="Chemical">phosphorus, a vital macroclass="Chemical">nutrieclass="Chemical">nt for all orgaclass="Chemical">nisms, caclass="Chemical">n cause uclass="Chemical">nwaclass="Chemical">nted eclass="Chemical">nviroclass="Chemical">nmeclass="Chemical">ntal coclass="Chemical">nsequeclass="Chemical">nces such as eutrophicatioclass="Chemical">n. Aclass="Chemical">n iclass="Chemical">ncrease iclass="Chemical">n agricultural aclass="Chemical">nd iclass="Chemical">ndustrial activities has created a coclass="Chemical">nsiderable imbalaclass="Chemical">nce iclass="Chemical">n the class="Chemical">n class="Chemical">phosphorus cycle with continuing adverse effects on sustainability and ecosystem health, thereby stipulating/postulating the significance of phosphorus removal. A unique and sustainable concept for the removal of phosphorus through the utilization of waste bivalve seashells was proposed in the present study. Flat-surfaced and hexagonally shaped nanocalcium hydroxide particles (∼96% purity) with size ranging from 100 to 400 nm have been synthesized, and phosphorus from its aqueous solution is treated via precipitation. An optimization study has been conducted using the Box-Behnken design of response surface methodology, which highlights that with a calcium/phosphorus mass ratio, pH, and temperature of 2.16, 10.20, and 25.48 °C, a phosphorus removal efficiency of 99.33% can be achieved in a residence time of 10 min. Also, under the same conditions, diluted human urine was analyzed and phosphorus removal efficiency of ∼95% was observed. Through experimental results, semiquantitative phase analysis, and transmission electron microscopy, it has been found that the reaction was diffusion-controlled, which was further confirmed through shrinking core diffusion modeling. The present study manifests the promising potential of waste seashell-derived nanocalcium hydroxide for phosphorus treatment and its precipitation in the form of value-added hydroxyapatite.
nclass="Chemical">Phosphorus (P) is reclass="Chemical">n class="Chemical">ferred
to as a limiting nutrient in the context
of water degradation through eutrophication. Excess P concentration
can trigger abnormal growth of aquatic plants, particularly, algae.[1] Many researchers have provided evidence highlighting
the acceleration of eutrophication when P concentration exceeds 0.02
mg L–1.[2] The United States
Environmental Protection Agency endorses a total P concentration of
<0.05 mg L–1 for each stream entering any natural
reservoir.[3] The European Union has more
stringent legislation and recommends threshold limits for P concentration
as <0.01 mg L–1 (nonrisk) and >0.1 mg L–1 (risk condition) in lakes and other natural reservoirs.[3] According to the Water Framework Directive, the
permissible limit for P concentration has been reduced to 0.1 mg L–1, which was earlier set to 1–2 mg L–1.[4] Various chemical, biological, and physical
approaches have been developed for effective P removal, such as chemical
precipitation, ion exchange, electrochemical adsorption, membrane
filtration, and crystallization.[5−8] Most of these methods possess some limitations, such
as high cost, complex operation, low purity, and secondary wastes,
while crystallization is mainly referred to as an economically viable
method exhibiting a considerable recovery rate, helping in production
of valuable products and minimization of environmental risks.[8,9]
Recently, the use of wastes, such as steel slag,[9] calcite,[10] eggshell,[11] red mud,[12] seashells,[13,14] and lime mud,[15] for P removal has been
actively attempted, since these materials have low cost and wide availability.
nclass="Species">Bivalves are oclass="Chemical">ne such group of waste available iclass="Chemical">n abuclass="Chemical">ndaclass="Chemical">nce aclass="Chemical">nd are
geclass="Chemical">nerally dumped either iclass="Chemical">n opeclass="Chemical">n fields or iclass="Chemical">n laclass="Chemical">ndfills.[16] The Food aclass="Chemical">nd Agriculture Orgaclass="Chemical">nizatioclass="Chemical">n (2016)
reported that Europe, Japaclass="Chemical">n, South Korea, aclass="Chemical">nd Thailaclass="Chemical">nd are amoclass="Chemical">ng the
leadiclass="Chemical">ng producers of class="Chemical">n class="Species">bivalves with the estimated quantity of 632 000,
377 000, 347 000, and 210 000 tonnes, respectively.
Above all, China itself dumped annually more than 10 million tonnes
of bivalve waste in landfills.[16,17] It has been reported
in previous studies that the adverse effects of bivalves, such as
evolution of hazardous gases, including ammonia, amines, and hydrogen
sulfide, and health issues, like malaria, diarrhea, and cholera, could
occur when dumped in public waters and open fields.[14] Being rich in calcium, these bivalve wastes can be valorized
into desired calcium products, which can be utilized in the removal
of P. This can simultaneously eliminate three problems: (i) waste
management of bivalve shells; (ii) treatment of P-contaminated wastewater;
(iii) reutilization of P in the form of value-added products.
Till date, most of the studies on P removal utilizing nclass="Species">bivalves
aclass="Chemical">nd other class="Chemical">n class="Chemical">calcium-rich waste materials have been providing contradicting
results. For example, some studies emphasized the adsorption of P
as the major removal mechanism,[9,18,19] while some other studies stressed on a precipitation mechanism.[5,20,21] Their treatment time in the previous
studies ranged from several minutes to days. In addition, none of
those studies focused on any sustainable technique to reduce the resultant
high pH of water after P removal. There is ample literature available
on the removal of P by the golden standard of activated carbons through
adsorption, but those studies either focused on low-P-concentrated
aqueous solutions or provided considerably low performance with high-P-concentrated
waters.[22,23] Therefore, for the removal of high-P-concentrated
wastewater, development of new sustainable P removal agents is required.
Only few studies on the removal of P from wastewater with seashells
were found but, to the best of our knowledge, none with the seashell-derived
nanocalcium hydroxide (N-CH).
Thus, there is an urgent need
to address these voids and to provide
a more sustainable solution that can efnclass="Chemical">fectively treat P from wasteclass="Chemical">n class="Chemical">water
and form a valuable product without causing any secondary effects
to the environment. Therefore, the objectives of the present work
are as follows: (i) valorization of bivalves, such as abalone, mussel,
scallop, oyster, and Manila clam shells, into N-CH with similar physicochemical
properties; (ii) performance of P removal by synthesized N-CH; (iii)
the influence of various parameters on P removal efficiency; and (iv)
elucidation of a unique and distinctive formation mechanism of the
product formed with the interaction of P and N-CH (i.e., hydroxyapatite)
through batch experiments, spectroscopic investigations (Fourier transform
infrared (FTIR) spectroscopy), semiquantitative phase analysis (X-ray
diffraction (XRD)), and shrinking core modeling (SCM).
Results and Discussion
Physicochemical
Characterization of Synthesized N-CH
The elemental compositions
of raw bivalve seashells were determined
by X-ray fluorescence (XRF) and were compared with that of natural
limestone, as depicted in Table S1. The
obtained elemental compositions of raw nclass="Species">bivalves were fouclass="Chemical">nd aclass="Chemical">nalogous
to that of class="Chemical">natural limestoclass="Chemical">ne. The semiquaclass="Chemical">ntitative phase aclass="Chemical">nalyses
of raw class="Chemical">n class="Species">bivalves and synthesized N-CH were carried out by XRD analysis.
All of the peaks of each raw sample were identified to be of calciumcarbonate. The two major phases of raw bivalves in the present study
were the rhombohedral calcite phase having a space group R3̅c (space group no. 167; PDF card no. 86-0174)
and the orthorhombic aragonite phase having a space group Pm̅cn (space group no. 62; PDF card no. 05-0453), which are calcium carbonates
presented in Figure a. However, the proportion of the calcite and the aragonite phases
varies depending on the type of bivalve. For abalone, the amounts
of aragonite and calcite phases were approximately 76 and 22%, respectively.
Similar trends in the case of Manila clam were observed. That is,
the amounts of aragonite and calcite phases were around 92 and 6%,
respectively. For mussel, scallop, and oyster, the calcite phase dominates
with around 72, 94, and 92%, respectively, whereas the amounts of
the aragonite phase were around 25, 3, and 3%, respectively. Similar
XRD patterns for bivalve seashells, particularly oyster and mussel
shells, were reported in recent studies, confirming the dominant phase
of calcite in oyster vs a mixture of aragonite (62%) and calcite (38%)
in mussel shells.[24,25]
Figure 1
XRD patterns and a semiquantitative phase
amount of (a) all of
the raw bivalve seashells, (b) synthesized N-CH from respective seashells,
and of post P-treated N-CH after (c) 1 min, (d) 2 min, and (e) 5 min.
XRD patterns and a semiquantitative phase
amount of (a) all of
the raw bivalve seashells, (b) synthesized nclass="Chemical">N-CH from respective seashells,
aclass="Chemical">nd of post P-treated class="Chemical">n class="Chemical">N-CH after (c) 1 min, (d) 2 min, and (e) 5 min.
The XRD patterns of the synthesized nclass="Chemical">N-CH with difclass="Chemical">n class="Chemical">ferent
bivalves
are shown in Figure b. The patterns of the synthesized N-CH with different bivalves showed
peaks due to the hexagonal portlandite phase having a space group P3̅m1 (space group no. 164; PDF card
no. 87-0674) and the vestigial calcite phase (space group no. 167;
PDF card no. 86-0174) that pre-existed as residual (unreacted calcite
remnants during N-CH synthesis) along with calcite formation due to
carbonation during the synthesizing processes. It was also reported
that the small amount of calcite can also be formed due to instantaneous
carbonation during the drying process.[25] This signifies that the crystalline characteristics of synthesized
N-CH particles with different bivalves were mostly identical. To determine
the amount (%) of the phase of calcium hydroxide in the synthesized
N-CH, N-CH particles from respective shells were mixed in equal proportion
by weight and a semiquantitative phase analysis was performed. The
results showed a high proportion of calcium hydroxide in the resultant
N-CH (∼96%) along with calcite (∼3%) and halite (∼1%)
as minor impurities, depicted in Figure S1. The added value of this mixing procedure includes the determination
of any possible deviation in the proportion of calcium hydroxide and
P removal performances by N-CH derived from each shell.
The
functional groups of bivalve seashells and synthesized nclass="Chemical">N-CH
were characterized by FTIR, as showclass="Chemical">n iclass="Chemical">n Figure . For bivalve shells, as showclass="Chemical">n iclass="Chemical">n Figure a, spectra were corroborated
with XRD aclass="Chemical">nalysis, coclass="Chemical">nfirmiclass="Chemical">ng the vibratioclass="Chemical">n modes of C–O boclass="Chemical">nds
iclass="Chemical">n class="Chemical">n class="Chemical">CO32– groups and highlighting the
presence of both calcite and aragonite phases. Aragonite exhibits
characteristic bands at 1083 cm–1 (ν1 symmetric stretching) and at ∼856 cm–1 (out-of-plane
bending-ν2) in its spectrum. Interestingly, for aragonite,
ν1 symmetric stretching at 1083 cm–1 is both infrared- and Raman-active, whereas in the case of calcite,
it is only Raman-active. Thus, the peak at ∼1080 cm–1 is generally used to determine aragonite from a blend of aragonite
and calcite.[26] In addition, ν2 vibrations (out-of-plane bending) are infrared-active for
both phases but possess characteristic shifts. For instance, for aragonite,
ν2 vibrations emerge at ∼855 cm–1, whereas for calcite, this vibration turns up at ∼875 cm–1. Other bands that were attributed to aragonite are
a doublet at 712 (in-plane bending, ν4a) and 701
cm–1 (ν4b) and another doublet
at 1464 (asymmetric stretching, ν3a) and 1448 (ν3b). For calcite characteristic shifts for ν3 and ν4, vibrations appear at ∼1453 and ∼713
cm–1, respectively. Overall, the presented data
are also in agreement with those from Ferraz et al.[26,27] The minor absorption bands in a range of 2350–2400 cm–1 denote the adsorbed carbon dioxide from the surrounding
environment on the surface of the particles.[28] For synthesized N-CH as shown in Figure b, the sharp peak of the absorption band
at 3643 cm–1 corresponds to the OH– stretching, confirming the presence of calcium hydroxide.[29] Other minor absorption peaks defining the CO32– groups formed due to carbonation during
the synthesis of N-CH.[27]
Figure 2
FTIR patterns for (a)
the raw bivalve seashells, (b) synthesized
N-CH, and (c) N-CH collected post P removal experiment.
FTIR patterns for (a)
the raw bivalve seashells, (b) synthesized
nclass="Chemical">N-CH, aclass="Chemical">nd (c) class="Chemical">n class="Chemical">N-CH collected post P removal experiment.
The morphological analysis of synthesized nclass="Chemical">N-CH was carried
out
through field emissioclass="Chemical">n scaclass="Chemical">nclass="Chemical">niclass="Chemical">ng electroclass="Chemical">n micclass="Chemical">n class="Chemical">roscopy (FE-SEM). A hexagonal
nanoplate (∼100–400 nm) derived from respective shells
forming a compact layered structure through multiple self-attachments
was observed in Figure . The morphologies of synthesized N-CH samples were analogous, thereby
confirming the concordance of similar morphology. Similar results
have also been reported in the recent literature, confirming the production
of calcium hydroxide with a similar shape and crystal size range.[30,31]
Figure 3
FE-SEM
images of synthesized nanocalcium hydroxide derived from
(a) abalone shell, (b) Manila clam shell, (c) mussel shell, (d) scallop
shell, and (e) oyster shell.
nclass="Chemical">FE-SEM
images of syclass="Chemical">nthesized class="Chemical">n class="Chemical">nanocalcium hydroxide derived from
(a) abalone shell, (b) Manila clam shell, (c) mussel shell, (d) scallop
shell, and (e) oyster shell.
Brunauer–Emmett–Teller (BET) analysis was carried
out to identify the specific surface area of synthesized nclass="Chemical">N-CH. The
specific surface areas were very low for all class="Chemical">n class="Chemical">N-CH and fell in the
range of 4.5–5.0 m2 g–1. Similar
results were obtained in previous studies where the specific surface
area of the calcium hydroxide nanoparticles synthesized with calciumnitrate decahydrate in an aqueous medium was approximately 8 m2 g–1.[32,33] Also, from FE-SEM microimages
(Figure ), it can
be noticed that the nanoparticle surfaces were considerably flat with
compact layers that justify the occurrence of low surface area.[32]
Precipitation Performance of Phosphorus
The detailed
experimental results for nclass="Chemical">PPhosphorus with
seashell-derived class="Chemical">n class="Chemical">nanocalcium hydroxide (N-CH) are displayed in Figure a. It was observed
in the phosphorus removal tests that P removal rates were spontaneous
in the initial 60 s and then gradually reached equilibrium conditions
in approximately 10 min. The initial spontaneity can be due to the
wide accessibility of N-CH’s surface area for phosphate ions’
contact to persuade a chemical reaction.[15] This probability might gradually reduce due to saturation (discussed
in a later section) and thereby considerably reduce the reaction rate
prior to achieving an equilibrium state. The precise differences in
the PPhosphorus at 10 min by the N-CH
derived from different shells are illustrated in Figure b. The minor differences of PPhosphorus observed with each shell-derived
N-CH can be a resultant effect of diminutive differences in surface
areas and variabilities in contact between N-CH and phosphate ions.
The optimum Ca–P mass ratio for maximum PPhosphorus in the present study was approximately 2.16, as
shown in Figure .
The obtained experimental data showed a close similarity in the patterns
of PPhosphorus representing a comparable
performance of synthesized N-CH irrespective of the source shell.
To confirm this behavior, equal portions by weight of N-CH derived
from each shell were mixed and identical experiments were conducted,
and the results were found in correspondence with those conducted
with individual shell-derived N-CH. This result indicates that the PPhosphorus of synthesized N-CH is not dependent
on the source shell.
Figure 4
Experimental results of (a) P treatment through N-CH from
the respective
sea shell; an equal amount of mixed N-CH was also tested, (b) comparison
bar graph for experimental results of P treatment through N-CH from
the respective seashell after 10 min. (Experimental conditions: P
concentration = 20 mg L–1; volume = 150 mL; pH (prior
to the addition of N-CH) = ∼7.5; temperature = 21 °C;
and stirring rate = 300 rpm.).
Figure 5
P removal
efficiency with a changing Ca–P mass ratio. The
Ca–P mass ratio onward, P removal efficiency was found to be
maximum (∼97%).
Experimental results of (a) P treatment through nclass="Chemical">N-CH from
the respective
sea shell; aclass="Chemical">n equal amouclass="Chemical">nt of mixed class="Chemical">n class="Chemical">N-CH was also tested, (b) comparison
bar graph for experimental results of P treatment through N-CH from
the respective seashell after 10 min. (Experimental conditions: P
concentration = 20 mg L–1; volume = 150 mL; pH (prior
to the addition of N-CH) = ∼7.5; temperature = 21 °C;
and stirring rate = 300 rpm.).
P removal
efficiency with a changing Ca–P mass ratio. The
Ca–P mass ratio onward, P removal efficiency was found to be
maximum (∼97%).Since other anions and
cations are also present in wastenclass="Chemical">water,
it is importaclass="Chemical">nt to aclass="Chemical">nalyze the competiclass="Chemical">ng precipitatioclass="Chemical">n betweeclass="Chemical">n P aclass="Chemical">nd
other ioclass="Chemical">ns to class="Chemical">n class="Chemical">N-CH; therefore, a human (male) urine sample was chosen
to test for P removal. Table S2 illustrates
the average composition of ureolyzed human (male) urine. Figure demonstrates the
experimental results with the real urine sample compared with only
P in an aqueous medium. A slight dip (∼3.5%) in PPhosphorus was observed with the urine sample when compared
with an aqueous solution at the equilibrium condition. This drop can
be explained with the presence of SO42– ions, as these ions possess a tendency to form calcium sulfate.[34] It has also been reported that with high sulfate
concentration (SO42–/PO43– > 10) sulfate considerably inhibits P removal.[34] Co-precipitation of SO42– and PO43– on calcium nanoparticle surface
with the solution containing both SO42– and PO43– was also evident in the recent
study, thereby inhibiting P removal.[35] This
overall performance highlights the potential of N-CH with high selectivity
toward P over other anions.
Figure 6
Experimental results of P treatment in a diluted
urine sample and
an aqueous solution through mixed N-CH. (Experimental conditions:
P concentration in urine ∼22 mg L–1; P concentration
in an aqueous solution ∼21 mg L–1; volume
= 150 mL; pH (prior to the addition of N-CH) = ∼7.5; temperature
= 21 °C; and stirring rate = 300 rpm.).
Experimental results of P treatment in a diluted
urine sample and
an aqueous solution through mixed nclass="Chemical">N-CH. (Experimeclass="Chemical">ntal coclass="Chemical">nditioclass="Chemical">ns:
P coclass="Chemical">nceclass="Chemical">ntratioclass="Chemical">n iclass="Chemical">n uriclass="Chemical">ne ∼22 mg L–1; P coclass="Chemical">nceclass="Chemical">ntratioclass="Chemical">n
iclass="Chemical">n aclass="Chemical">n aqueous solutioclass="Chemical">n ∼21 mg L–1; volume
= 150 mL; pH (prior to the additioclass="Chemical">n of class="Chemical">n class="Chemical">N-CH) = ∼7.5; temperature
= 21 °C; and stirring rate = 300 rpm.).
Optimization through the Box–Behnken Methodology
Table illustrates
the range of independent variables for investigating the efnclass="Chemical">fect oclass="Chemical">n
a depeclass="Chemical">ndeclass="Chemical">nt variable, i.e., class="Chemical">n class="Chemical">PPhosphorus. The ranges for X1, X2, and X3 were decided on
the basis of preliminary experimental results and relevant literature.[21,36] It is critical to consider the change in the pH value of a phosphorus
solution due to addition of N-CH as it modifies the solution pH due
to release of -OH ions. Therefore, “E” refers to pH
at an equilibrium state after adding N-CH, whereas “I”
refers to the initial pH before adding N-CH. The variations in the
pH value of the solutions on addition of N-CH particles is shown in Figure S2. The experiment with conditions at
the center point (1.35, 8.47E, 25) was repeated five times
and similar results were obtained, indicating the repeatability and
reproducibility of the data.
Table 1
Independent Factors
and the Level
for PPhosphorus Optimization Study
range
and levels
factors
lower
center
upper
Ca–P ratio (X1)
0.54
1.35
2.16
pH (X2)
2I
5.5I
9I
5.76E
8.47E
11.17E
temperature (°C) (X3)
10
25
40
Initial pH value.
pH value
at the equilibrium state.
Initial pH value.pH value
at the equilibrium state.The implementation of response surface methodology (RSM) provides
an empirical relationship between independent variables and the response
function of a system. A mathematical relationship in terms of a quadratic
polynomial equationcan be developed, which represents the complex
correlations between independent and dependent variables. MINITAB
16, a statistical and regression software, was used to determine the
response functioncoefficients for a dependent variable through the
correlation of experimental outcomes. The selected dependent and independent
values along with obtained experimental data for nclass="Chemical">PPhosphorus are illustrated iclass="Chemical">n Table S3. The obtaiclass="Chemical">ned quadratic polyclass="Chemical">nomial equatioclass="Chemical">n represeclass="Chemical">nticlass="Chemical">ng
the respoclass="Chemical">nse fuclass="Chemical">nctioclass="Chemical">n, i.e., class="Chemical">n class="Chemical">PPhosphorus, is presented as followsThe R2 value was
determined as 0.9897. The predicted results obtained through eq are contiguous to the
experimental outcome, which represents the prediction capability (R2 = 0.9015) of the software used. The coefficients
in eq demonstrate that PPhosphorus increases with the Ca–P mass
ratio (X1), pH (X2), and temperature (X3). The Ca–P
mass ratio and pH values have a dominant effect on PPhosphorus compared with temperature. From Table S3, it can be observed that all of the
experiments at a low pH (pH = 5.76E) provided negligible
efficiencies since solubilities of calcium products are considerably
high in low-pH solutions and therefore unable to precipitate.[37] An efficiency of 97.1% was achieved at values
for Ca–P mass ratio, pH, and temperature as 2.16, 11.17E, and 25 °C, respectively. The extent of the influence
of temperature is considerably low and can be seen when the Ca–P
mass ratio and pH are kept constant at 2.16 and 8.47E,
respectively, and with a temperature rise from 10 to 40 °C, with PPhosphorus incremented by only ∼4%.
For extended influences of these independent variables onnclass="Chemical">PPhosphorus, aclass="Chemical">nalysis of variaclass="Chemical">nce (ANOVA) was
carried out aclass="Chemical">nd the results are depicted iclass="Chemical">n Table . Respoclass="Chemical">nse fuclass="Chemical">nctioclass="Chemical">n predictioclass="Chemical">ns were iclass="Chemical">n correspoclass="Chemical">ndeclass="Chemical">nce
with the obtaiclass="Chemical">ned experimeclass="Chemical">ntal results (R2 > 0.90). A comparisoclass="Chemical">n betweeclass="Chemical">n model variaclass="Chemical">nce aclass="Chemical">nd residual variaclass="Chemical">nce
caclass="Chemical">n be made through ANOVA by F-test. Similar variaclass="Chemical">nces
resemble a ratio class="Chemical">near uclass="Chemical">nity, which iclass="Chemical">ndicates a class="Chemical">narrow possibility
of variables to have aclass="Chemical">ny sigclass="Chemical">nificaclass="Chemical">nt iclass="Chemical">nflueclass="Chemical">nce oclass="Chemical">n the respoclass="Chemical">nse fuclass="Chemical">nctioclass="Chemical">n.
The iclass="Chemical">ncoclass="Chemical">nsisteclass="Chemical">ncy aclass="Chemical">nd lack of fit are evideclass="Chemical">nt if the probability of
the F value represeclass="Chemical">nted by the p value is very small (<0.05). The p value iclass="Chemical">n
the preseclass="Chemical">nt modeliclass="Chemical">ng reclass="Chemical">n class="Chemical">fers to the probability of obtaining the observed F value in the case of a true null hypothesis. Smaller p values (<0.05) therefore illustrate the need for repudiation
of the null hypothesis. The resultant data from eq are significant, as confirmed by the F-value test and ANOVA by fitting the independent variable’s
data with the response function quadratic polynomial model. It was
found that all of the coefficients in eq have a p value less than 0.05 (significant),
except those for X1X3 and X2X3 (insignificant). The linear effect of coefficients for the
Ca–P mass ratio X1 (p < 0.039), pH X2 (p < 0.000), and temperature X3 (p < 0.010) is significant, indicating direct proportionality
to PPhosphorus. In addition, the interactive
effect of the Ca–P ratio and pH (p < 0.000)
is significant, while those of the Ca–P mass ratio and temperature
(p < 0.687) and pH and temperature (p < 0.790) are insignificant. These insignificant terms do not
have an influential effect on PPhosphorus, therefore being ignored in eq . The p values of the coefficients of quadratic
terms, i.e., the Ca–P mass ratio X12 (p < 0.000), pH X22 (p < 0.000), and temperature X32 (p < 0.010),
are also significant. For the quadratic model expressed in eq , ANOVA provided an R2 value of 0.9897; F value,
123.55; a probability of ∼0.90; and a coefficient of variation
(CV) of 4.3, indicating a high potency of the model and highlighting
the accuracy and reliability of experiments (Table ).
Table 2
Analysis of Variance
(ANOVA) Test
for the Response Function PPhosphorus
source
sum of squares
Df
mean square
F value
p value
regression
16 605.8
7
2372.26
123.55
0.000
X1—Ca–P
15.1
1
15.11
7.9
0.039
X2—pH
1801.4
1
1801.35
93.81
0.000
X3—temperature
202.7
1
202.65
10.55
0.010
X12
601.3
1
601.27
31.31
0.000
X22
1901.3
1
1901.32
99.02
0.000
X32
199.0
1
199.01
10.36
0.010
X1X2
1232.0
1
1232.01
64.16
0.000
X1X3
2.2
1
2.25
0.08
0.687a
X2X3
1.8
1
1.82
0.06
0.790a
residual
error
172.8
9
19.20
lack of fit
168.5
5
33.70
31.35
0.003
pure error
4.3
4
1.08
total
16 778.6
16
Insignificant value.
Insignificant value.Figure illustrates
the response surface plots depicting the relationship between the
Ca–P mass ratio, pH, and temperature over nclass="Chemical">PPhosphorus. The iclass="Chemical">nflueclass="Chemical">nce of the Ca–P mass ratio
with respect to pH aclass="Chemical">nd temperature is showclass="Chemical">n iclass="Chemical">n Figure a–d. It was observed that class="Chemical">n class="Chemical">PPhosphorus increases with the Ca–P ratio
till it reaches a maximum value of 2.16 (Ca–P molar ratio =
1.69), beyond which PPhosphorus nearly
remained constant, representing a linear relationship, also shown
in Figure . Figure b depicts the maximum PPhosphorus, which falls in the Ca–P mass
ratio range of ∼1.8–2.16. Figure d also confirms a similar range of the Ca–P
mass ratio for the maximum attainable PPhosphorus. A similar study was conducted where the maximum removal of phosphorus
(98.85%) was achieved with the Ca–P molar ratio of 2.07, which
is much higher compared with the present case, i.e., 1.69.[38] Another recent study also reported that the
Ca–P molar ratio of 1.667 was suitable for the formation of
hydroxyapatite that is a highly stable and practically insoluble form
of Ca–P product in an aqueous medium (solubility product (Ksp) = 3.7 × 10–58).[36,39] In the present case also, the hydroxyapatite phase was observed
as a precipitated product (discussed later in detail). However, if
the Ca–P mass ratio is greater than the stoichiometric ratio
of hydroxyapatite, calcium hydroxide can be formed in addition to
hydroxyapatite.[40]
Figure 7
Three-dimensional (3-D)
response surface plot for the effect of
(a, b) Ca–P and pH, (c, d) temperature and pH, and (e, f) Ca–P
and temperature on PPhosphorus.
Three-dimensional (3-D)
response surface plot for the efnclass="Chemical">fect of
(a, b) Ca–P aclass="Chemical">nd pH, (c, d) temperature aclass="Chemical">nd pH, aclass="Chemical">nd (e, f) Ca–P
aclass="Chemical">nd temperature oclass="Chemical">n class="Chemical">n class="Chemical">PPhosphorus.
The efnclass="Chemical">fect of temperature oclass="Chemical">n class="Chemical">n class="Chemical">PPhosphorus is presented in Figure c–f. Unorthodox results were observed
as the PPhosphorus value at around 25
°C was comparatively
higher than that at 10 and 40 °C, respectively. A reasonable
explanation behind this unorthodoxy can be made using two phenomena
that can occur simultaneously: (a) solubility of N-CH and (b) nucleation
of hydroxyapatite. Both of these phenomena can be significantly influenced
by small variations in temperature.[21,41] At low temperatures,
the solubility of N-CH (Ksp = 4.7 ×
10–6 at 25 °C) is comparatively high and decreases
gradually as the temperature increases (Ksp = 7.83 × 10–7 at 100 °C).[41] Here, the Ksp at
high temperatures is lower because of Le Chatelier’s principle,
i.e., heat is one of the products of the N-CH solubility reaction
affecting the reactivity; therefore, the system tends to shift in
the reverse direction, making N-CH less soluble. The case with nucleation
of hydroxyapatite is exactly reverse. That is, a relatively higher
temperature is favorable for the formation of hydroxyapatite as its
formation in the present case is endothermic (ΔH = 195.4, 283, and 305.8 kJ mol–1 with PO43–, HPO42–, and H2PO4–, respectively), depending
on the form of phosphate present in the solution, which, in turn,
depends on the solution pH.[42] For example,
it was reported in previous studies that there is considerable acceleration
in the rate of formation of hydroxyapatite with temperature. For instance,
the formation of pure phase hydroxyapatite takes place in 24 h at
25 °C, while it takes only 5 min at 60 °C.[21] Therefore, the coupled effect of these two phenomena holds
the tendency to compensate each other to an extent, thereby providing
slightly higher PPhosphorus at a temperature
of ∼25 °C.
The pH of the solution was one of the
most influential parameters
in practical P treatment operations from wastenclass="Chemical">water iclass="Chemical">n the preseclass="Chemical">nt
study, as it caclass="Chemical">n sigclass="Chemical">nificaclass="Chemical">ntly afclass="Chemical">n class="Chemical">fect the physicochemical properties
of the precipitant (N-CH), nature of contaminants (such as H2PO4–, PO43–, and HPO42–), and even the precipitated
product (hydroxyapatite). Specifically, the pH value can significantly
influence the solubility of N-CH, as at low pH, the dissolution of
Ca2+ ions is comparatively higher, which gradually decreases
with increasing pH.[18] The dissolved Ca2+ ions then initiate to precipitate at pH > 12.4 due to
the
saturation of water with calcium hydroxide.[43] Additionally, the pH value significantly alters the existing form
of phosphate in solutions because of its polyprotic nature. The phosphate
dissociation equilibrium in an aqueous solution with respective pK values is depicted in the following equations[44]At pH < 2.2, phosphate was present
in the
form of H3PO4 due to very high acidity, and
thereby the precipitation in the form of hydroxyapatite was not possible.
When 2.2 < pH < 7.3, the dominant form was mostly H2PO4– and could form a precipitated product.
With pH > 7.3, the dominant form of phosphate was HPO42–, and as the result suggests in Figure , it can be the form of phosphate
most suited
for the nucleation with Ca2+ ions to form the precipitated
product. Finally, when the pH value was approximately 12.3, PO43– was a dominant form.[34] Finally, the solubility of hydroxyapatite also followed
a behavior similar to that of calcium hydroxide. Its solubility is
much higher at low pH, which gradually decreases and almost becomes
insoluble at pH > 7.4 with Ksp ∼
10–59 at 25 °C.[45] This is the reason that even with high solubility of N-CH at low
pH, hydroxyapatite cannot be precipitated, providing negligible PPhosphorus. Thus, as per the explanation, the
reaction for the formation of hydroxyapatite can be expressed as follows[36,42]The resultant PPhosphorus is the outcome of the synergistic effect of the Ca–P mass
ratio, pH, and temperature. Conditions favoring one variable resulted
in thwarting another. This causes the origination of an elliptical
bubble representing a region with a parallel effect of the most favorable
conditions shown in Figure d,f. A continuous drop of 0.033 pH unit °C–1 with increasing temperature was also reported, highlighting the
interdependency of these variables.[46] The
accurate values of optimized conditions achieving the maximum PPhosphorus (99.33%) for the Ca–P mass
ratio, pH, and temperature were 2.16, 10.20E, and 25.48
°C, respectively (illustrated in Figure S5). Similar pH was also observed by a study suggesting a pH range
of 9–11 at room temperature for considerably better crystallization
of the thermodynamically most stable form of calcium phosphates, i.e.,
hydroxyapatite.[19,36]
Finally, with stringent
environmental regulations, treated nclass="Chemical">water
with such a high pH caclass="Chemical">nclass="Chemical">not be discharged iclass="Chemical">nto surface class="Chemical">n class="Chemical">waters. Thus,
the carbonation method has been applied to control the pH of the treated
water. One hundred and fifty milliliters of treated water was further
processed with accelerated carbonation having a CO2 injection
rate of 100 mL min–1 with a continuous stirring rate of 300 rpm for 2 min. The resulting
pH abruptly reduced from 11.17 to 6.71 in only 2 min due to the formation
of carbonic acid. A pH ∼6.5–7.5 is considered safe for
discharging treated water into surface waters.[47]
Mechanism and Kinetic Studies
The
calcareous precipitationcontaining treated P was found to be nclass="Chemical">hydroxyapatite, as coclass="Chemical">nfirmed
by XRD aclass="Chemical">nd FTIR preseclass="Chemical">nted iclass="Chemical">n Figures c–e aclass="Chemical">nd 2c, respectively.
Miclass="Chemical">nor impurities iclass="Chemical">n the form of calcite (2–3%) were also observed
due to atmospheric class="Chemical">n class="Chemical">carbonation during the treatment process. It seems
to be a simple chemical reaction between phosphate ions and calcium
ions, but this overall reaction mechanism is rather more sophisticated.
Depending on the Ca–P mass ratio and reaction time, other reactions
are accompanied during the formation of hydroxyapatite. Previous studies
provided evidence for the formation of octacalcium phosphate first
(Ca–P molar ratio = 1.33), which is highly unstable and transforms
into amorphous calcium phosphate (Ca–P molar ratio = 1.5).[21] In later stages, this amorphous calcium phosphate
first mutates to calcium-deficient hydroxyapatite [Ca10–(HPO4)(PO4)6–(OH)2–·nH2O], which almost
instantaneously transforms into most stable hydroxyapatite [Ca10(PO4)6(OH)2].[21] This overall transformation is very rapid and
can be understood by “successive transformation” or
Ostwald’s rule of stages for achieving the most thermodynamically
stable form, as shown in eq .[48] The transmission electron microscopy
(TEM) nanoimages provided a visual and compositional testimony of
the newly developed crystalline phase alteration during the P removal
experiment, comparable to the previous study.[21] The texture of the mellowly fine nanostructure is shown in Figure S4, indicating hydroxyapatite as homogeneous
aggregates.
The kinetic studies of P removal or nclass="Chemical">hydroxyapatite
formatioclass="Chemical">n through class="Chemical">n class="Chemical">calcium hydroxide were rather more conflicting in
previous studies. For instance, a study found the hydroxyapatite formation
reaction as of the first order while some studies suggested the need
for further investigation.[21] To converge
this void, a series of experiments were conducted along with semiquantitative
phase analysis by XRD to identify the kinetics behind the genesis
of synthesized hydroxyapatite. A 500 mL P solution having a concentration
of 209 mg L–1 was treated with N-CH having a Ca–P
mass ratio of 2.16. This implies the presence of 104.5 mg of P in
500 mL of the solution. The precipitated particles at 1, 2, and 5
min were separated and semiquantitative XRD analysis was carried out,
as depicted in Figure c–e. It was observed that 96.9% of N-CH was converted into
hydroxyapatite after a residence time of 1 min, whereas only 44.12
mg (42.22%) of phosphorus was utilized. Theoretically, for this amount
of hydroxyapatite, ∼110 mg of P is required. This unorthodox
result can be understood with the fact that XRD can only provide the
crystal’s surface analysis. After 2 and 5 min of residence
time, the N-CH conversions were 96.8 and 98.4%, respectively, which
are almost similar to N-CH conversions in 1 min. However, a significant
increment in the amount of P removal (50.08 and 64.19 mg) was observed
and continued with residence time, as shown in Table S4. A possible theoretical explanation of the observed
results can be phosphate ions’ diffusion into N-CH, resulting
in a stretching front of the reacted material surrounding an inner
core of nonreacted N-CH; brief steps regarding the description of
the diffusion mechanism are provided in Figure S5. According to previous studies, the shrinking core model
(SCM) for the present reaction behavior can be the best suited kinetic
model.[49,50] They also suggested that film diffusion
control, surface chemical reaction, and internal diffusion process
can be responsible for the slowest step, controlling the system. To
confirm that the reaction rate is controlled by a chemical reaction
or diffusion, the respective kinetic modeling was performed. Equation expressed the integral
rate equation for the chemical process and as the rate-controlling
step. If diffusion is considered as the rate-controlling step where
diffusion is taking place through an insoluble core (a solid layer)
surrounding the unreacted core, eq can be rewritten as shown in eq (49)where KCP and KD refer to the chemical rate constant and diffusion
rate constant, respectively; x is the fraction reacted;
and t is the reaction time. As per eqs and 8, the
plot of [1 – (1 – x)1/3]
vs t is a straight line if the rate-controlling step
is a chemical process, whereas if the plot of [1 – 2/3x – (1 – x)2/3] vs t is a straight line, this confirms the diffusion
process as the rate-controlling step of the system. Figure a presents the linear plot
of [1 – 2/3x – (1 – x)2/3] vs t with KD = 0.010 and an R2 value
of 0.983. Figure b
illustrates a linear plot of [1 – (1 – x)1/3] vs t with KCP = 0.032 and an R2 value of 0.843.
Here, the rate constant (KD) was found
to be the best SCM fit, based on the correlation coefficient (R2 = 0.983 > 0.843) of kinetic data. Therefore,
it can be conferred that diffusion is the dominant rate-controlling
mechanism for P removal or formation of hydroxyapatite.
Figure 8
Kinetic plots
representing (a) the diffusion rate constant, KD and (b) the chemical rate constant, KCP, at 25 °C.
Kinetic plots
representing (a) the diffusion rate constant, KD and (b) the chemical rate constant, nclass="Chemical">KCP, at 25 °C.
Conclusions
In the present work, nclass="Chemical">N-CH was syclass="Chemical">nthesized from
waste bivalve seashells
through a chemical precipitatioclass="Chemical">n method followed by efficieclass="Chemical">nt P removal
from aclass="Chemical">n aqueous solutioclass="Chemical">n. The syclass="Chemical">nthesized class="Chemical">n class="Chemical">N-CH from each type of seashell
possessed corresponding physicochemical properties (hexagonal shape
with a size range of 350–400 nm), which highlights wide availability
and reutilization potential of the wastes as a valuable raw material.
The study conducted by response surface methodology explained the
complex dependency of independent variables on PPhosphorus and within each other. The optimized parameters
for a maximum PPhosphorus value (99.33%)
were identified as the Ca–P mass ratio, pH, temperature, and
time values of 2.16, 10.20E, 25.48 °C, and 10 min,
respectively. Ureolyzed diluted urine was also treated at the same
experimental conditions, and the resulting PPhosphorus value of ∼95% highlights the extent of selectivity
for P removal by N-CH. A significant extension in the mechanism and
kinetic studies has been made by providing experimental and SCM modeling
(R2 = 0.983 and KD = 0.010) evidence exhibiting diffusion as the rate-controlling
step. This unique mechanism was rarely discussed before in the context
of removal of P from the aqueous solution. However, additional research
is required to estimate the feasibility of the N-CH treatment process
in pilot or full-scale water treatment plants.
Experimental Section
Materials
nclass="Species">Abalone, class="Chemical">n class="Species">Manila clam, mussel, scallop, and
oyster shells were collected from a local supplier in Daejeon, South
Korea. Hydrochloric acid (35–37% concentration) and sodium
hydroxide (97% purity) were purchased from Junsei Chemical Ltd., South
Korea. A stock solution with P concentration of 500 mg L–1 was prepared by dissolving potassium phosphate dibasic (K2HPO4) in distilled water, while other lower concentration
solutions were prepared by the dilution method. All mentioned chemicals
were of analytical grade, and raw materials were used without any
further purification.
nclass="Species">Human uriclass="Chemical">ne was collected from the male
toilet of Miclass="Chemical">neral Resources Research Divisioclass="Chemical">n (Korea Iclass="Chemical">nstitute of
Geoscieclass="Chemical">nce aclass="Chemical">nd Miclass="Chemical">neral Resources, Daejeoclass="Chemical">n, South Korea). The uclass="Chemical">nequally
diluted aclass="Chemical">nd ureolyzed (4 days) uriclass="Chemical">ne (with class="Chemical">n class="Disease">flushing in urinals) was
diluted further to meet the desired initial P concentration before
the experiment. The average composition of ureolyzed urine is illustrated
in Table S2.
Synthesis of Nanocalcium
Hydroxide (N-CH)
The shells
were separately washed and dried at 105 °C for 4 h in an oven.
The shells were then pulverized with a vibrating cup mill (TMC, Fritsch,
Germany), and sieved particles (<75 μm) were used for the
experiments. For the elimination of nclass="Chemical">carbon dioxide aclass="Chemical">nd volatile impurities,
sieved shells were calciclass="Chemical">nated at 900 °C for 2 h.[14] Tweclass="Chemical">nty grams of the calciclass="Chemical">nated shell was theclass="Chemical">n carefully
mixed with 250 mL of class="Chemical">n class="Chemical">hydrochloric acid (1 M) at a constant stirring
rate of 300 rpm. The solution was then filtered (MF-Millipore membrane
filter, mixed cellulose ester, 0.2 μm) and heated to 90 °C
since the solubility of atmospheric CO2 in water is minimum
at this temperature.[14] This temperature
also greatly favors the origination of a perfect hexagonal calcium
hydroxide nanoparticle.[30] Finally, 250
mL of the sodium hydroxide solution (1 M) was added dropwise to the
filtered solution at the same stirring rate. The mixture slowly turned
milky in color, which confirms the synthesis of N-CH. These particles
were then separated through filtration and carefully washed to remove
any trace amount of HCl and NaOH. The synthesized N-CH were stored
in a desiccator after drying at 105 °C for 4 h. This process
was repeated to synthesize N-CH particles from all five bivalve shells,
i.e., abalone, Manila clam, mussel, scallop, and oyster shells. A
schematic diagram for the synthesis of N-CH from bivalve shells is
illustrated in Figure S6.
Test Methods
Batch
Experiments
The experiments to investigate the
efnclass="Chemical">fect of Ca–P mass ratios, pH, coclass="Chemical">ntact time, aclass="Chemical">nd temperature
oclass="Chemical">n the P removal from P stock solutioclass="Chemical">n were performed iclass="Chemical">n a series
of batch experimeclass="Chemical">nts. The pH adjustmeclass="Chemical">nts were made through class="Chemical">n class="Chemical">HCl (1
M) and NaOH (1 M). The experiments were performed with a fixed P concentration
of 20 mg L–1 at 21 °C with constant stirring
at 300 rpm. P stock solutions of 150 mL were treated with 3, 7, 10,
12, and 14 mg of N-CH, respectively, while phosphorus removal efficiency
(PPhosphorus) was recorded at designated
time intervals until the equilibrium was obtained. For minimizing
the sample turbidity, each sample was filtered (MF-Millipore membrane
filter, mixed cellulose ester, 0.2 μm). Figure S7 represents a schematic diagram of P removal from
stock solution with bivalve-derived N-CH.
Chemical Analysis
Total nclass="Chemical">phosphorus, total chemical
oxygeclass="Chemical">n demaclass="Chemical">nd (COD), aclass="Chemical">nd class="Chemical">n class="Chemical">ammonia analyzing kits “HS-TP-L”
(range: 0.01–3 mg L–1), “HS-COD-Mn-L”
(range: 0.6–20 mg L–1), and “HS-NH3(N)-L” (range: 0.2–6 mg L–1) in accordance with the standard ascorbic acid, Nessler, and reactor
digestion spectrophotometric method, respectively, have been used
to evaluate the P, total COD, and ammonia concentrations in the required
experiments through a UV–vis spectrophotometer (Humas Co.,
Ltd., South Korea).[51] Sulfate, chloride,
and nitrate were determined by ion chromatography (881 compact IC
pro, Switzerland). The measurements for P, total COD, and ammonia
were conducted at 880, 540, and 415 nm wavelengths, respectively,
which correspond to the maximum absorbance. The P efficiency was calculated
as follows9where C0 and C denote initial and terminal concentrations
of P in the
solution with N-CH.
Optimization through Response Surface Methodology
The
efnclass="Chemical">fects of the three iclass="Chemical">ndepeclass="Chemical">ndeclass="Chemical">nt variables, i.e., Ca–P mass
ratio (X1), pH (X2), aclass="Chemical">nd temperature (X3), oclass="Chemical">n class="Chemical">n class="Chemical">phosphorus
removal efficiency (PPhosphorus) were
investigated through the Box–Behnken statistical experiment
design of response surface methodology (RSM). The optimization method
includes response analyzation of statistically designed combinations,
identification of coefficients best fitted for the experimental data
of that response function, prediction of response for the fitted model,
and analyzing the model adequacy. A mathematical relationship in terms
of a quadratic polynomial equation was developed, which represents
the complex correlations between independent and dependent variables.
This eq can be expressed
aswhere “l” is the coefficient of independent variables
and Z denotes the response function.
Crystalline
Characteristics
The phase identification
and structural analysis of raw shells and produced nclass="Chemical">N-CH were iclass="Chemical">nvestigated
by powder X-ray diffractioclass="Chemical">n (XRD) operaticlass="Chemical">ng at 40 kV aclass="Chemical">nd 30 mA employiclass="Chemical">ng
Cu Kα radiatioclass="Chemical">n (λ = 1.54 Å) iclass="Chemical">n a raclass="Chemical">nge of 2θ
from 10 to 90° (BD2745N, Rigaku, Tokyo, Japaclass="Chemical">n). Semiquaclass="Chemical">ntitative
phase aclass="Chemical">nalysis (X’Pert MPD, Philips, Netherlaclass="Chemical">nds) was used
for iclass="Chemical">nvestigatioclass="Chemical">n of sample purity aclass="Chemical">nd kiclass="Chemical">netic study. A Fourier traclass="Chemical">nsform
iclass="Chemical">nfrared (FTIR) spectclass="Chemical">n class="Chemical">roscopy analysis (6700 FTIR, Thermo Scientific
Nicolet, Massachusetts) was conducted in the range of 400–4000
cm–1 for the identification of characteristic functional
groups. The specific surface area was obtained using a Brunauer–Emmett–Teller
(BET) analysis through Quadrasorb SI, Quantachrome Instruments, Florida.
For microstructural analysis, samples were distributed on aluminum
stubs followed by platinum coating through a sputter coater. A field
emission scanning electron microscopy (FE-SEM) analysis (D1627, Sirion,
Eindhoven, Netherlands) was then conducted to investigate the microstructural
characteristics of synthesized N-CH. Transmission electron microscopy
(TEM) analysis (JEM 2100, JEOL, Japan) was conducted to determine
the nanostructural characteristics of the product formed after P removal
(i.e., hydroxyapatite).