Nitrogen fertilizers, namely urea, are prone to leaching that causes inefficiency in crop production and environmental pollution; hence porous particles were explored for slow release. Nevertheless, discrete particles add cost; therefore, jute cellulose has been tested as twine to tether silica together for reusability. On the other hand, silica serves as an exoskeleton to give pore memory property to cellulose, which otherwise is susceptible to loss of porosity during irrigation. The composite shows ∼70% more absorption capacity in the fifth cycle than the fiber without silica coating. The urea release kinetics shows only <1/3 and 3/4 of urea release from the jute-silica composite compared to naked porous silica and cellulose, respectively. The slow and sustained release of fertilizer from the composite results in a continuous increase in the chlorophyll content in rice crops.
Nitrogen fertilizers, namely urea, are prone to leaching that causes inefficiency in crop production and environmental pollution; hence porous particles were explored for slow release. Nevertheless, discrete particles add cost; therefore, jute cellulose has been tested as twine to tether silica together for reusability. On the other hand, silica serves as an exoskeleton to give pore memory property to cellulose, which otherwise is susceptible to loss of porosity during irrigation. The composite shows ∼70% more absorption capacity in the fifth cycle than the fiber without silica coating. The urea release kinetics shows only <1/3 and 3/4 of urea release from the jute-silica composite compared to naked porous silica and cellulose, respectively. The slow and sustained release of fertilizer from the composite results in a continuous increase in the chlorophyll content in rice crops.
Nitrogen is one of
the essential macronutrients for crop production,
which is supplemented through fertilizer application. Among the nitrogen
fertilizers, urea contains the highest nitrogen content (∼46%).
However, it is prone to leaching and volatilization, significantly
reduces its crop uptake efficiency; on the other hand, the loss causes
environmental pollution.[1,2] Furthermore, this nitrogen
loss is magnified in the acid soil; for instance, it approximates
1–15 kg N loss ha–1 year–1. Hence, recently attractive nanocomposites were developed to control
the fertilizer leaching.[3]Porous
materials have time and again proved efficiency in various
applications,[4−6] in which mesoporous silica in drug delivery has gained massive attention
in biology.[7] Following this, its role is
appreciated in the agricultural formulation that contributed to some
of the most refined advanced pesticide delivery formulations.[8−10] Comparatively, its application as a fertilizer reservoir has been
limited to diffusion-controlled discrete particles.[11] In this context, we developed an advanced design with mesoporous
silica customized to have a biopolymer nanolayer for the targeted
fertilizer application.[12] This composite
has also controlled the undesired dissipation of the soil solution
inside, which otherwise turns fertilizer into an unavailable form.In mesoporous silica, the feasibility of synthesizing mosaic of
architecture like hollow, multishell, yolk–shell, bouquet,
branched, dendrimer, and virus-like particles has been demonstrated.[13−15] Considering the feasibility for agricultural application, a composite
network is preferred over discrete particles.[16,17] Cellulose, the most abundant biomass on earth, has good mechanical
strength, porosity, specific surface area, great functional groups,
loading capacity, and so forth, which suits mass-scale application.[18−20] Recently, its compatibility to modify with oxide particles for photothermal
applications has been demonstrated.[21] Despite
all these desirable properties that can serve as a continuous matrix
for the fertilizer reservoir, its poor pore memory property leads
to immediate collapse and shrinking in the presence of water. This
questions its application in agriculture, where using water during
irrigation is unavoidable. Synthesis of silica-based fibrous aerogels
with the polymer template has been shown to secure the porosity.[22−26] The combination of cellulose with inorganic and organic supports
has been shown to improve flexibility and fiber strength.[27] In such a fertilizer matrix, as much as silica
supports the fiber pores, the cellulose running at the core can participate
in fluid dynamics control and fertilizer release kinetics in addition
to serving as the twine to hold silica for reuse.Here, a cost-effective
cellulose composite with relatively good
pore memory property has been prepared with silica coating on a jute
template (fiber@SiO2). Jute, a natural polymer with a significant
amount of noncellulosic components (up to 40%),[28,29] has poor crystallinity, which is a favorable property for the porous
structure. Compared to other cellulose fibers, the hydrophobicity
of jute allows it to remove water from “silica-coated jute”
with a minimum collapse in the pore by simple air drying. In contrast,
the proper aerogel preparation by silica coating on the hydrophilic
polymer template requires freeze or supercritical drying to remove
the solvent without a collapse in the pore structure.[30] Thus, the guarantee by the jute for minimum pore collapse
in air drying and being the natural fiber ensures environmental compatibility,
practical feasibility, and low cost, which qualify to scale up at
the industrial level. The regular heterogeneity in the jute having
abundant functional groups, aided in the uniform coating that gave
good stability to the silica during the mechanical stress test. The
porous silica with the fiber template serves as the ultra-lightweight
matrix to imbibe ∼12 times the saturated fertilizer volume
and show repeated loading/release for multiple cycles. The ability
of the fiber to present excellent fluid flow control by running in
the porous network channel, enables sustainable fertilizer supply
in leach-prone acidic conditions.[31] This
release kinetics qualifies the eligibility criteria of European controlled-release
fertilizer standards.[32] The composite shows
∼1.25 and 3 times increase in the chlorophyll content in the
rice crop on the 10th day compared to the urea-loaded fiber
and urea treatments, respectively.
Results and Discussion
Material
Characterization
The thermal behavior of the
materials was examined through thermogravimetric analysis (TGA) to
quantify the amount of silica in fiber@SiO2 (Figure a). The initial 12% loss up
to 150 °C should be from the removal of moisture content. A subsequent
couple of losses, up to 250 °C (15%) and 590 °C (∼3%)
may be from hemicellulose and cellulose along with lignin, respectively;
whereas in the literature, the cellulose and lignin peaks centered
separately at 350 and 500 °C for jute.[36] This shift in fiber@SiO2 may be attributed to the silica
coating that caused the coalition of cellulose and lignin decomposition
temperature because of silica-confined combustion and carbonation.
A similar shift in the cellulose decomposition temperature has been
noticed in studies with silica-coated cellulose.[38,39] Compared to the fiber, an additional decomposition peak after 600
°C observed for fiber@SiO2 that corresponds to 7%
weight loss, which may account for the carbon loss. Finally, a residual
weight corresponding to 62% of the initial weight of the composite
was observed at 800 °C. The thermal decomposition of the composite
was compared with that of silica, which shows an insignificant loss
from the initial weight (Figure b). From this, the remaining 62% residual weight from
the composite must be the contribution from silica.
Figure 1
Characterization of fiber
and fiber@SiO2 starting with
TGA and DTG of (a) fiber@SiO2 and (b) SiO2 showing
silica quantification, (c) XRD pattern showing the increase in crystallinity
after silica coating, and (d) BET surface area showing no significant
change in the surface area after silica coating.
Characterization of fiber
and fiber@SiO2 starting with
TGA and DTG of (a) fiber@SiO2 and (b) SiO2 showing
silica quantification, (c) XRD pattern showing the increase in crystallinity
after silica coating, and (d) BET surface area showing no significant
change in the surface area after silica coating.Following this, X-ray diffraction (XRD) was recorded to understand
the cellulose’s crystallinity before and after coating (Figure c). Before and after
coating, the fiber shows 2θ peaks at 22 and 16°, corresponding
to (200) and (110) lattice planes, respectively, confirming the cellulose
to be type 1.[40] The crystallinity index
calculated shows that the crystallinity improves from 61 to 65% after
coating. This minor increase is expected due to the formation of a
silica-supported hydrogen bond. This little sacrifice in the amorphous
index may not significantly reduce the porosity; however, Brunauer–Emmett–Teller
(BET) surface area analysis has been performed to confirm this.Before and after coating, the fiber has been exposed to the nitrogen
adsorption and desorption curve, which shows the surface area to be
47 and 43 m2 g–1, respectively (Figure d). Thus the coating
process has not caused significant reduction in the available surface
area. This composite is the one with the highest amount of silica
(62%), without a significant loss in the surface area [this property
has a role in pore recovery (vide infra)]. This may
be due to the stability offered by the lignin intercalated in the
cellulose (jute fiber has the highest amount of lignin in plant cellulose)
and is known to provide structural integrity to the plant cell wall.[42] The lignin may have also acted as the reinforcement
agent for the fine coating, as previously the organic and inorganic
additives were shown to cause integrated growth.[43] Such additives were able to retain the surface area of
the fibers even with 60% silica loading.Before the application,
the composite morphology was examined under
transmission electron microscopy (TEM) before and after calcination
(Figure a,b). The
image before calcination shows ∼10 nm of thick silica coating
on the fiber, which after calcination, shows porous morphology. The
appearance of the pore after calcination may be because of the removal
of lignin or other nanofiber whiskers that were removed during heating.
The pore size varies from 10 to 40 nm in the measured 60 pores, the
details of which are given in the Supporting Information (Figure S1 and Table S1). The stability of the silica on the composite
has been examined by placing the composite in the drum rotor programmed
at 75 rpm for 5 min along with the metal balls. At the end of this
stress, no detectable amount of silica was found, which confirms the
stability of the silica binding on the fiber.
Figure 2
TEM micrograph of (a)
fiber@SiO2 showing a thick 9 nm
silica layer on the fiber (inset) and (b) calcined fiber@SiO2 showing the pores with an average size of 26 nm. (c,d) Confocal
fluorescent microscopy image of (c) fiber and (d) fiber@SiO2 (I) darkfield, (II) FITC loaded fiber, and (III) composite image,
loaded with FITC. (Using the green channel with a 488 nm laser).
TEM micrograph of (a)
fiber@SiO2 showing a thick 9 nm
silica layer on the fiber (inset) and (b) calcined fiber@SiO2 showing the pores with an average size of 26 nm. (c,d) Confocal
fluorescent microscopy image of (c) fiber and (d) fiber@SiO2 (I) darkfield, (II) FITC loaded fiber, and (III) composite image,
loaded with FITC. (Using the green channel with a 488 nm laser).
Cargo Loading and Release Characterization
in Fiber@SiO2
Before testing the fertilizer loading,
the composite
was tested for uniform pore access in the mass using fluorescence
imaging through the confocal microscope. The images taken for the
fibers incubated with the fluorescein isothiocyanate (FITC) before
and after silica coating show an even distribution of the green FITC
fluorescence with no difference (Figure c,d). This concludes that the silica coating
does not restrict the access of the cargo to the fiber, which may
be because of the porous nature of the silica coating as observed
in the TEM (Figure b).The fiber without and with coating has been allowed to
incubate in the saturated urea solution overnight for the fertilizer
loading until the equilibrium is reached. Following this, the carriers
were washed three times and examined under Fourier transform infrared
(FTIR) for loading. The FTIR spectra of the fibers (Figure a) show the typical transmittance
observed for the jute cellulose at around 2900 and 3300 cm–1 corresponding to C–H and O–H stretching.[36] After silica coating on the fiber by the hydrolysis
of tetraethoxysilane (TEOS) (fiber@SiO2), the typical Si–O–Si
bending vibration peak at 1025–1100 cm–1 appears.[37] The narrow ridge at 1170 cm–1 observed for the jute broadens and extends till 1250 cm–1 after silica coating. An intense peak appears at ∼800 cm–1 after silica coating, which corresponds to the Si–O–Si
stretching vibrations. The urea-loaded fiber@SiO2 composite
shows C–N, C=O stretching, N–H stretching, and
N–H deformation at 1453, 1677, 3455, and 1625 cm–1, respectively. The urea loading capacity calibrated through the
Kjeldahl method shows ∼60% loading in the fiber and fiber@SiO2 (Figure b).
This phenomenon of even loading in the fiber without and with the
coating may be attributed to the reduction in the urea binding site
of cellulose by the silica masking being compensated with the gap
developed between the fiber and grafted silica wall.
Figure 3
(a) FTIR spectra confirming
urea loading in the fiber@SiO2 and (b) urea loading and
encapsulation efficiency in fiber, fiber@SiO2, and porous
silica. (c) Photograph showing the fiber@SiO2 composite
before and after calcination and (d) urea release
profile from urea-loaded fiber, fiber@SiO2, and porous
silica.
(a) FTIR spectra confirming
urea loading in the fiber@SiO2 and (b) urea loading and
encapsulation efficiency in fiber, fiber@SiO2, and porous
silica. (c) Photograph showing the fiber@SiO2 composite
before and after calcination and (d) urea release
profile from urea-loaded fiber, fiber@SiO2, and porous
silica.For comparison, a silica control
has been synthesized by calcination
of fiber@SiO2 in the furnace, so that the fiber has been
removed, leaving a white powder (brown composite changed to dirty
white) of the porous silica wall (denoted as p1-dSiO2)
(Figure c). The porous
p1-dSiO2 material shows a minor increase in the loading,
approximating 5% compared to the fiber and fiber@SiO2.
Following this, all the three materials were tested for the release
kinetics in the acidic buffer to find the suitability to serve as
the fertilizer reservoir in the acid soil, where nitrogen leaching
is a severe challenge. Generally, at all observation intervals, the
urea release from fiber@SiO2 has been lesser than the fiber
and p1-dSiO2 (Figure d). In acidic conditions, only <1/3rd of urea has been released from the fiber@SiO2 composite
as compared to p1-dSiO2; similarly only 3/4th of urea is released from the fiber@SiO2 composite as
compared to cellulose. This controlled release behavior qualifies
the fiber@SiO2 composite to be a sustainable fertilizer
reservoir in acid soil.
Absorption Capacity and Reusability Behavior
For agriculture
applications, absorption efficiency and reusability are critical.
The fibers with and without silica coating shows total water absorption
capacity to be ∼1200 and ∼1000 μL per 100 mg of
jute fiber, respectively (Figure a,b). This corresponds to ∼12 and ∼10
times absorption capacity by fiber@SiO2 and fiber, respectively.
For the reusability test, the fibers were tested for five cycles of
absorption and release; with the application of even pressure on either
sides of the glass slides with the samples placed in between. At the
end of 5 cycles, the adsorption reduced to 550 μL in the fiber
without coating, whereas the fiber with coating showed 1000 μL
loading at the last cycle too. This indicates that the inorganic silica
supports the organic cellulose to regain the porous structure after
the compressive stress, which otherwise collapses into the lamellar
structure.
Figure 4
(a) Study of absorption capacity and reusability of fiber and (b)
fiber@SiO2. (c) Variation in the chlorophyll content in
the leaves of rice plants treated with the urea-loaded fiber and urea-loaded
composite against a positive control of free urea application. (d)
Percentage nitrogen content in the leaves of rice plants treated with
the urea-loaded fiber and urea-loaded composite against a positive
control of free urea application. (e,f) Photographs showing rice plants
in day 1 (e) and day 5 (f) of different treatments.
(a) Study of absorption capacity and reusability of fiber and (b)
fiber@SiO2. (c) Variation in the chlorophyll content in
the leaves of rice plants treated with the urea-loaded fiber and urea-loaded
composite against a positive control of free urea application. (d)
Percentage nitrogen content in the leaves of rice plants treated with
the urea-loaded fiber and urea-loaded composite against a positive
control of free urea application. (e,f) Photographs showing rice plants
in day 1 (e) and day 5 (f) of different treatments.To check this phenomenon of the silica support to stabilize
the
porosity again, we followed the crystallinity of the fiber and fiber@SiO2 exposed to urea loading and washing (Figure S2). Although the initial crystallinity of fiber@SiO2 has been more than the fiber, the crystallinity did not increase
after washing, whereas in the fiber, the crystallinity increased by
∼5%. This increase in the crystallinity in the fiber without
silica coating can cause loss of porosity, and this phenomenon is
explained with the schematic in the Supporting Information (Figure S3). Furthermore, the fiber alone without
silica coating does not have the gap; whereas in fiber@SiO2, the silica layer creates gaps between silica and fiber. This gap
complements the crystallinity control for the efficient loading in
fiber@SiO2.In addition to converting amorphous cellulose
into crystalline,
there is also a strong chance for the fiber to swell in the presence
of urea, hydrate the NaOH-treated cellulose, and dissolve the amorphous
cellulose.[44,45] Eventually, reducing the loading
capacity, this phenomenon may be controlled in the silica-coated fiber,
namely, fiber@SiO2. Further previous work on aerogel shows
the pore recovery property, and it is proportional to the high silica
content without the loss of the surface area.[46] This corroborates with fiber@SiO2, which has ∼60%
silica with almost no compromise in the surface area.
Effect of Composites
on Plant Physiology
Nitrogen application
is known to affect plant growth directly and chlorophyll content;[47] hence, a pot culture experiment has been performed
with the rice crop to assess the efficiency of the composite on the
chlorophyll synthesis (Figure c). In the control urea application, a sudden increase in
the chlorophyll content on the fifth day occurred, which then reduced
to less than other treatments in the next couple of days. This may
be due to the burst release of nitrogen from the uncoated urea, which
is known to cause a sudden increase followed by physiological imbalance.
In comparison, the urea application in the fiber and fiber@SiO2 form showed a steady growth for the successive 10 days, which
promised a slow and sustained release. The urea-loaded fiber@SiO2 composite shows ∼1.25 and 3 times increase in the
chlorophyll content in the rice crop on tenth day compared to the
urea-loaded fiber and urea treatments, respectively.The nitrogen
content in plant leaves has been followed for 10 days following the
urea application in 23 different forms (1) urea loaded in the fiber,
(2) urea loaded in the composite, and (3) free urea application (Figure d–f). During
the experiment, the pots were irrigated every day with an equal amount
of water. In the case of the control plant supplemented with urea,
the nitrogen content showed a steep increase at day 3, after which
it declined till day 9. This observation correlates with the burst
release of nitrogen from the unprotected urea fertilizer. The leaves
in the other two treatments, namely, fiber@urea and fiber@SiO2@urea, show a sustainable pattern in the increase of the nitrogen
content; thus, although the growth was not as rapid as in the free
urea in the initial 3 days, its sustained support led to more nitrogen
content than the free urea treatment from seventh day.Furthermore,
at the tenth day, the treatment fiber@SiO2@urea shows significantly
more nitrogen than fiber@urea, proving
that the silica coating improves the sustainable nitrogen supply to
the plant from the fiber. Unlike the fiber treatments where the nitrogen
content has shown a continuous increase, there has been a minor fall
after the third day in the free urea application, which may be due
to the regular heat shock that plants have to overcome after the free
urea treatment that leads to nutrient loss. Overall, from this study,
it is clear that the fiber@SiO2@urea can contain the fertilizer
over a more extended period with a gradual and sustained release pattern.
Conclusions
Cellulose is a low-density high absorptive matrix
with good scope
to serve as the sustainable fertilizer release matrix. Unfortunately,
its inability to retain porosity, which is the key for loading capacity
after a cycle, questions the reusability. To maintain the fiber porosity
here, porous silica has been grown on natural jute cellulose. The
homogeneity with the regular heterogeneity of the small molecules
in jute is believed to enable even coating, which ensures the pore
retention property to the fiber for multiple cycles with good strength.
Furthermore, the silica coating has been optimized in such a way that
the coating does not have reduction in the surface area,[38] but still has the ability to retain the porosity
after every compression. The urea applied using the fiber@SiO2 composite promised a slow and sustained release of the fertilizer
that ensures a continuous increase in the chlorophyll content.
Experimental
Details
Materials
TEOS, NaOH, and FITC were purchased from
Sigma-Aldrich, India, and all other chemicals used were of analytical
grade.
Fiber Preparation
Jute fibers were used as the cellulose
fiber, and the composition of the fiber includes cellulose (∼64%),
hemicellulose (∼12%), lignin (∼12%), wax (0.5%), pectin
(0.2%), and water (10%). The fibers were cut to obtain ∼5 mm
length fibers and washed with water to remove any impurities. The
process was repeated three times to remove any visible impurities
in the fibers. The water-washed fibers were first dried for 24 h in
a hot air oven maintained at 60 °C. The dried fibers were then
weighed and treated with NaOH to remove the organic contaminants from
the fibers. Briefly, 400 mg of the fiber was placed in 50 mL of 10%
NaOH and kept for 2 h under continuous shaking using a magnetic stirrer
programmed at 600 rpm. After 2 h, the fibers were washed with type
1 water (Milli-Q water purified using resin filters and deionized
using water purification system by millipore systems having very less
charge-carrying ions with a specific resistance of 18.2 μΩ
and is dispensed through a 0.22 μm filter) three times to remove
any excessive NaOH present. The samples obtained were then kept for
drying at 60 °C for 24 h.
Fiber@SiO2 Composite
The obtained fibers
were coated with silica by using TEOS as the silica precursor. The
hydrolysis of TEOS was performed under an alkaline condition in the
presence of NaOH. Briefly, 400 mg of fibers and 1.4 mL of NaOH (2
N) were added in 96 mL of type 1 water and incubated at 80 °C
for 0.5 h with vigorous stirring. After 0.5 h, 2 mL of TEOS was added
into the solution and was kept for another 2 h at 80 °C. The
resultant fibers were then washed with water and ethanol (1:1) for
0.2 h at 7000 rpm. The washing was repeated three times, and the obtained
samples were dried again at 60 °C for 24 h to remove any water
present.
Characterization of Composite
Powder XRD analysis was
carried out using a Bruker D8 Advance diffractometer. The N2 adsorption–desorption analysis was performed using the Quantachrome
instrument Autosorb iQ2 at −196.15 °C. FTIR analysis was
performed using a Bruker Vertex 70 series spectrometer with attenuated
total reflectance mode. TGA was conducted using PerkinElmer STA 8000.
For TEM analysis, samples were suspended in ethanol and drop-coated
on a copper grid, followed by drying. The samples were observed under
JEOL JEM-2100 (120 kV) for the TEM micrograph. Confocal imaging was
carried out using Carl Zeiss LSM, 880 Model equipped with a 488 nm
laser line.
Crystallinity Index Calculation
The crystallinity index
was studied using Ruland’s method.[33] In this method, the crystallinity index was calculated by taking
the ratio of the crystalline area to the total area using the following
equationItotal = integrated
intensity of the total spectra, Iam =
integrated intensity of the amorphous background.
Loading of
FITC in the Composite
The samples obtained
at different stages like the fiber and fiber@SiO2 composite
were loaded with FITC. Briefly, for 5 mg of the fiber, 1 mL of FITC
solution (50 μg/mL) was used for loading. The samples were incubated
in FITC solution for 24 h, and the samples were washed three times
to remove the unbound FITC. The samples obtained were placed on coverslips,
covered with glycerol, and viewed under the confocal microscope.
Loading of Urea in the Composite
Following the optical
confirmation of the cargo loading in fiber@SiO2, urea loading
has been quantified. For urea loading in the fiber and fiber@SiO2 composite, initially, a saturated solution of urea (800 mg/mL)
was prepared by dissolving urea in type 1 water. Then, 25 mg of the
fiber and fiber@SiO2 composite was incubated with 1 mL
of the saturated urea solution for 24 h at 400 rpm. The samples were
then washed three times with water to remove any unbound-free staying
urea on the surface. Loading capacity and encapsulation efficiency
were calculated using the formula
Release of Urea in the
Buffer
Urea-loaded particles
with and without silica coating were kept in pH 5 buffer for studying
urea release. The composites were incubated in shaking conditions,
and samples (20 μL) were drawn at regular intervals from the
supernatant after centrifugation to quantify the released amount.
After each sampling, the incubation setup has been filled with the
same amount of fresh buffer. The sample so obtained was analyzed using
the Kjeldahl method.[34]
Absorption
Capacity and Reusability Behavior
The reusability
of the fiber and fiber@SiO2 was evaluated to check the
effect of compression stress on the fibers, especially pore memory
and absorption capacity. Equal amounts of fiber and fiber@SiO2 (100 mg each, on a fiber weight basis) were soaked in water
to a point where they could not retain more moisture. Uniform pressure
was applied on the water-imbibed samples with the glass slides at
the end. The amount of water removed was precisely replaced in the
next step to maintain the exact volume left by the fiber. These steps
were then repeated five times to check the reusability of the fibers.
Effect of Composite on Plant Physiology
A pot culture
experiment has been conducted to test the impact of the composite
on nitrogen supply to the crop. Rice plants (Oryza
sativa, variety hybrid 103) were transplanted in pots
containing 3 kg of soil, in which leaf chlorosis was initiated on
80th day by using water at pH 5 for irrigation. After the onset of
chlorosis, the plants were supplemented with external nitrogen in
urea, urea loaded inside the fiber and silica-coated fiber. Chlorophyll
was extracted and estimated at different time intervals (1, 3, 5,
7, and 9 days).The spectrophotometry method has been followed
for chlorophyll estimation. Briefly, the given leaf weight was ground
with 20 mL of acetone (80% aqueous solution prepared in phosphate
buffer). The leaves were kept in acetone solution for 24 h at 4 °C
with intermittent shaking. Following the incubation, the samples were
measured for their absorbance profile through UV–vis spectroscopy
against the background signal of acetone solution. The peak values
at 645 and 663 nm were used to calculate the chlorophyll content using
the following formula.[35]
Authors: Mary Ann B Meador; Amanda S Weber; Alia Hindi; Melanie Naumenko; Linda McCorkle; Derek Quade; Stephanie L Vivod; George L Gould; Shannon White; Kiranmayi Deshpande Journal: ACS Appl Mater Interfaces Date: 2009-04 Impact factor: 9.229
Authors: Baochau N Nguyen; Mary Ann B Meador; Marissa E Tousley; Brian Shonkwiler; Linda McCorkle; Daniel A Scheiman; Anna Palczer Journal: ACS Appl Mater Interfaces Date: 2009-03 Impact factor: 9.229