Rachel A Smoak1,2, Jerald L Schnoor1,2. 1. Department of Civil and Environmental Engineering, University of Iowa, 4105 Seamans Center for the Engineering Arts and Sciences, Iowa City, Iowa 52242, United States. 2. IIHR - Hydroscience and Engineering, University of Iowa, 100 C. Maxwell Stanley Hydraulics Laboratory, Iowa City, Iowa 52242, United States.
Abstract
Increasing nickel (Ni) demand may spur the need for creative Ni production methods. Agromining (farming for metals) uses plants that can accumulate high concentrations of metal in their biomass, called bio-ore, as a metal extraction strategy. Furthermore, biochar, produced by biomass pyrolysis under low-oxygen conditions, can be used to remove Ni from contaminated wastewaters. In this work we investigate whether biochar synthesized from the Ni-hyperaccumulating plant Odontarrhena chalcidica (synonymous Alyssum murale) can be used as a Ni-adsorbing biochar. We grew O. chalcidica on soils with varying Ni concentration, characterized the plants and resultant biochars synthesized at different pyrolysis temperatures, and analyzed Ni batch adsorption results to determine the adsorption capacity of O. chalcidica biochar. We found that Ni concentration in O. chalcidica increases with increasing soil Ni but reaches an accumulation limit around 23 g Ni kg-1 dry weight in dried leaf samples. Pyrolysis concentrated Ni in the biochar; higher pyrolysis temperatures led to higher biochar Ni concentrations (max. 87 g Ni kg-1) and surface areas (max. 103 m2/g). Finally, the O. chalcidica biochar adsorption results were comparable to high-performing Ni adsorbents in the literature. The adsorption process greatly increased the Ni concentration in some biochars, indicating that synthesizing biochar from O. chalcidica biomass and using it as a Ni adsorbent can produce a Ni-enhanced bio-ore with nickel content higher than all nickel-rich veins currently mined.
Increasing nickel (Ni) demand may spur the need for creative Ni production methods. Agromining (farming for metals) uses plants that can accumulate high concentrations of metal in their biomass, called bio-ore, as a metal extraction strategy. Furthermore, biochar, produced by biomass pyrolysis under low-oxygen conditions, can be used to remove Ni from contaminated wastewaters. In this work we investigate whether biochar synthesized from the Ni-hyperaccumulating plant Odontarrhena chalcidica (synonymous Alyssum murale) can be used as a Ni-adsorbing biochar. We grew O. chalcidica on soils with varying Ni concentration, characterized the plants and resultant biochars synthesized at different pyrolysis temperatures, and analyzed Ni batch adsorption results to determine the adsorption capacity of O. chalcidica biochar. We found that Ni concentration in O. chalcidica increases with increasing soil Ni but reaches an accumulation limit around 23 g Ni kg-1 dry weight in dried leaf samples. Pyrolysis concentrated Ni in the biochar; higher pyrolysis temperatures led to higher biochar Ni concentrations (max. 87 g Ni kg-1) and surface areas (max. 103 m2/g). Finally, the O. chalcidica biochar adsorption results were comparable to high-performing Ni adsorbents in the literature. The adsorption process greatly increased the Ni concentration in some biochars, indicating that synthesizing biochar from O. chalcidica biomass and using it as a Ni adsorbent can produce a Ni-enhanced bio-ore with nickel content higher than all nickel-rich veins currently mined.
Steel
is the most widely used metal in the world.[1] Although steel is primarily composed of iron, nickel (Ni)
is a primary component of making stainless steel. Ni is primarily
extracted from magmatic sulfide or laterite mineral deposits.[2] Most Ni production was historically from sulfide
ores.[3] Recently, an increasing proportion
of Ni has been from laterite ores; Ni production, following rising
Ni demand, has been consistently increasing since the 1930s.[2,4] These trends are expected to continue, partially due to developing
global infrastructure and Ni’s key role in electric vehicle
battery production.[4,5]Ideally, Ni recycling would
balance Ni demand; however, projections
indicate that higher primary Ni production will be required to meet
demand.[4,5] There is likely enough economically exploitable
primary Ni to meet increased demand; however, mining, purifying, and
refining Ni metal release greenhouse gases (7.64 kg CO2-eq/kg), degrade the environment (including soil contamination with
heavy metals and acidification of local wetlands), and present human
health concerns in nickel mining and refining workplaces.[2,3,6−11] These negative effects of mining Ni (and all other mined resources)
present a conflict of interest in societies increasingly devoted to
combating climate change, environmental protection, sustainable development,
and equitable global supply chains.[12] The
future of Ni production will be governed not only by resource availability
and economic feasibility but also by environmental and social factors.[3,11]An alternative method of primary Ni production which could
complement
mining lies in agromining, or “farming for metals”.[13] Metal-hyperaccumulating plants uptake metal
through low-selectivity cation transporters in the roots and, rather
than pumping it out, store metals from the soil inside the plant biomass
at concentrations higher than some commercially mined ores.[14] The plants can then be sun-dried and incinerated
to further concentrate the metal; the plant biomass also lacks high
concentrations of major metal impurities found in conventional ore.[15−17] Agromining cultivates these plants to recover metals from unmineable
deposits in soils or mine tailings and then processes the metals into
marketable products. Over 450 species of Ni-hyperaccumulating plants
have been discovered. Agromining proponents have argued that Ni hyperaccumulators
could be farmed, harvested, and introduced to the market as a new
sustainable Ni source with fewer negative environmental impacts.[18,19]New Ni hyperaccumulators, especially tropical species, are
being
consistently discovered, but the agronomy for some known temperate
species is already well-established. One such species, Odontarrhena
chalcidica (synonymous Alyssum murale),
is a perennial originating in arid Mediterranean regions with serpentine
soils including Turkey, Greece, and Albania, but it is able to grow
and hyperaccumulate Ni outside its native environment.[20,21]O. chalcidica uptakes Ni primarily as Ni2+ in the roots, transports it to the leaves either in the hydrated
ionic form or chelated with organic ligands, and stores Ni there.[22,23] Adding fertilizer promotes biomass growth without lowering Ni concentration.[18,24] Furthermore, adding organic soil amendments or cocropping legumes
with O. chalcidica could eliminate the need for fertilizer
in some circumstances, minimizing additional inputs to farm a metal
crop.[25,26] The product of a successful metal crop is
known as a “bio-ore”. Ni recovery from a bio-ore typically
involves ashing the plant material and subsequent hydrometallurgical
and pyrometallurgical processes, although alternative processes can
produce value-added Ni catalysts and chemical precursors.[19,27]Biochar is a carbon-rich material produced by pyrolysis of
a feedstock
biomass under low-oxygen conditions. Several uses have been proposed
for biochar, including as a soil amendment, a carbon sequestration
method, and an adsorbent for environmental remediation.[28,29] Biochars from many different feedstocks have demonstrated the ability
to adsorb heavy metals, including Ni, from aqueous solutions.[30−33] Ni pollution in water can originate from mining, metal refining,
and industrial wastewater.[34,35] Not only does Ni in
wastewaters have negative environmental and human health impacts,
but it also represents a lost commodity. After use, the adsorbent
can contain high levels of heavy metal and must be disposed of or
regenerated.Although heavy-metal adsorbents have been derived
from other hyperaccumulators,
it appears that no Ni hyperaccumulator biochars have been tested as
Ni adsorbents.[36] We propose that biochar
from O. chalcidica could be used to adsorb Ni from
wastewater, becoming enhanced with higher nickel content, and then
processed hydro- or pyro-metallurgically like a bio-ore. By increasing
the Ni concentration in the biochar, one could increase its value
as a metallurgical resource or even generate a valuable industrial
material; various biochar-supported Ni structures are known to have
favorable catalytic and electronic properties.[37−40]To determine the viability
of producing enhanced bio-ore, we grew O. chalcidica with varying soil Ni concentrations, synthesized
and characterized biochar at varying pyrolysis temperatures, and measured
the adsorption capacity of some resultant biochars. We found that
the O. chalcidica biochar’s adsorption capacity
is comparable to other adsorbents in the literature. Depending on
the Ni concentration of the solution, the adsorption process can greatly
increase the bio-ore’s Ni concentration, resulting in a Ni-enhanced
bio-ore.
Experimental Section
Plant Growth and Characterization
O. chalcidica “Kotodesh” seeds (Albania,
1998) were obtained from the USDA in Beltsville, MD, and sprouted
in nursery trays. Free-draining nursery tray cells were filled with
ProMix potting soil, and seeds were pressed into the cells. Each cell
was watered with 10 mL of RO water three times per week until plants
sprouted in most cells. After reaching at least 2 cm in height, plants
were transplanted into 1 gallon (3.8 L) freely drained plastic pots
with saucers. The pots were each filled with 460 g of dry ProMix potting
soil dosed with 0, 10, 20, 40, 60, 80, 100, 200, 300, 400, or 500
mmol Ni kg–1 (as NiSO4·6H2O, Fisher Scientific; approximately 0, 0.6, 1, 2, 4, 5, 6, 12, 18,
24, and 29 g Ni kg–1 dry potting mix, respectively)
and mixed carbonates (half CaCO3 Fisher Scientific/half
MgCO3 as C4H2Mg5O14·5H2O, Alfa Aesar) at concentrations equimolar
with NiSO4.[41,42] After dosing, soils in the pots
were allowed to age for 1 month and rinsed with RO water to remove
excess chemicals before O. chalcidica plants were
introduced. The plants were watered twice per week with RO water to
the point of soil saturation. Once every 2 weeks the plants were watered
with a 1 tbsp of Miracle-Gro Water-Soluble All Purpose Plant Food:3.8
L RO water solution in place of simply RO water. The O. chalcidica pots were placed under grow lights (photosynthetically active radiation
∼280 μmol m–1s–1)
with a 16/8 h on/off cycle and rotated weekly. They were allowed to
grow for ∼6 months at room temperature, approximately 23 °C
(Figure ). After the
plants were fully grown, the aerial portion of each plant was harvested
and the leaves and stems were separated. The soil pH in each pot was
also measured in triplicate according to U.S. EPA Method 9045D.[43] The leaves and stems were dried in a drying
oven at 105 °C for 1 week and weighed. The leaves were powdered
with a mortar and pestle (referred to as leaf samples).
Figure 1
View of some O. chalcidica plants under the grow
lights (left) and one of the whole shoot samples just prior to harvest
(right).
View of some O. chalcidica plants under the grow
lights (left) and one of the whole shoot samples just prior to harvest
(right).A second set of O. chalcidica plants were grown
in the 0–80 mmol Ni kg–1 pots after the first
plants were harvested for use as whole shoot plant samples. The growth
procedure detailed above was used, the only exception being that the
sprouts were transplanted into the previously used soils instead of
newly aged soil. After ∼6 months the entire aerial portion
of the plants was harvested and dried, and the soil pH was measured
in triplicate. Stems and leaves were not separated, and the full aerial
portion was powdered for further use (referred to as whole shoot samples).Portable X-ray fluorescence spectroscopy (pXRF) was used to measure
the metal, specifically Ni, content of the dried, powdered samples.
An Olympus INNOV-X Delta Premium XRF analyzer in the soil analysis
mode was used to measure 0.2 g of subsamples of plant material three
times each for each plant with at least that much harvestable material.
The subsamples were placed inside XRF sample cups (30.7 mm diameter,
Chemplex Industries) and measured through transparent sample support
windows (polypropylene, 0.24 mm thickness, Chemplex Industries). Because
pXRF has only recently been applied to hyperaccumulators, a correlation
for the pXRF measurements was built using the more common analytical
method of inductively coupled plasma–optical emission spectrometry
(ICP-OES).[44−47] Specifically, representative leaf and whole shoot samples that covered
the range of the pXRF-measured Ni content were ashed and acid digested
according to WREP-125 Method B-4.10 and U.S. EPA Method 3050B.[48,49] The digested samples were diluted and acidified in 4% HNO3 for ICP-OES analysis (Varian ICP-OES 720-ES). The ICP-OES measurements
were assumed to be the “true” Ni concentrations, and
all pXRF measurements were mathematically corrected using the correlation.
Plant samples at the same Ni spike level with similar Ni concentrations
were pooled, and the Ni contents of the pooled samples were measured.
The bioaccumulation factor (BAF) is the prevalent metric used to determine
how effectively a plant accumulates a species of interest from soil.[50] We calculated the bioaccumulation factor for
each of the pooled leaf samples by dividing the concentration of Ni
in the leaves by the soil Ni spike (with the exception of the 0 mmol
Ni kg–1 dry soil sample). After this, a one-way
ANOVA with Tukey’s Pairwise Comparison test was performed on
the pooled spike samples and the remaining unpooled samples. Samples
that were not significantly different from each other were mixed into
final leaf and whole shoot master mixes.
Biochar
Pyrolysis and Characterization
Biochar was synthesized from
the O. chalcidica samples
in a Lindberg Blue M (Thermo Scientific) tube furnace. Three to five
grams of plant sample were measured into each of two alumina crucibles,
which were placed side-by-side in the tube furnace. The furnace was
flushed with N2 (Praxair, 99.999% purity) for 1 h and 10
min at a flow rate of 20 sccm (N2 volume 1.5× tube
furnace volume). The furnace was then heated to the desired pyrolysis
temperature (400, 600, 750, or 900 °C) at 5 °C min–1 and held at that temperature for 1.5 h, after which it was allowed
to cool to less than 50 °C naturally before the nitrogen flow
was stopped. Given enough plant material, this procedure was repeated
twice for each plant material/temperature combination, and the resultant
biochar batches were mixed. Biochars were named for their parent plant
material mix and pyrolysis temperature (plant mix-temperature).Using the method described above, biochar samples were measured for
the ICP-OES–pXRF correlation curve; however, no ashing was
performed on the biochar. The Ni concentration of each biochar sample
was analyzed with the described pXRF procedure. A pyrolysis concentration
factor was calculated as the ratio of Ni in each biochar to its parent
plant material. Performing a one-way ANOVA with pyrolysis temperature
as a factor and a posthoc Tukey’s test resulted in an average
concentration factor for each temperature and allows us to observe
significant differences due to pyrolysis temperature.The biochar
surface area, structure, and surface elemental distribution
were further characterized. Surface area was measured using a 6-point
Brunauer–Emmett–Teller (BET) N2 adsorption
method (Quantachrome Instruments 4200e) after vacuum drying each sample
overnight at 105 °C. The surface structure and elemental distribution
of selected biochars were characterized using scanning electron microscopy
(SEM, Hitachi S-3400N) and energy dispersive X-ray spectroscopy (EDS,
Bruker QUANTAX) after pressing a layer of biochar onto copper tape.
Biochar Ni2+ Adsorption
Batch
adsorption experiments were performed to test the O.
chalcidica biochar’s ability to adsorb Ni in an aqueous
environment. Three biochars were selected for adsorption testing.
Additionally, a granular activated carbon (GAC, Calgon Filtrasorb-200)
was powdered and used as a reference material for the experiment.
The inclusion of GAC in the experimental design allowed for a comparison
against a well-characterized, commercially available biochar under
controlled conditions. A 10 mM Ni stock solution was prepared from
Ni(NO3)2·6H2O (Acros Organics).
Appropriate amounts of the Ni stock were added to aliquots of a 0.01
M NaNO3 (Fisher Scientific) stock solution to obtain desired
Ni2+ concentrations (0, 0.1, 0.2, 0.5, 1, 2, and 3 mM).
The pH of each was adjusted to 5 using concentrated HNO3 and/or NaOH as needed. A pH of 5 was chosen to minimize nonsurface
precipitation of Ni(OH)2 due to an increase of pH expected
from the addition of an alkaline biochar and to allow pH-consistent
comparison with literature adsorption values.[30,34] A total of 0.05 g of adsorbent and 10 mL of diluted Ni solution
were added to 20 mL glass scintillation vials so that each carbon–Ni
solution combination was represented in duplicate. Negative controls
of each Ni solution with no carbon were also made. The mixtures were
shaken on a platform shaker at 200 rpm for 24 h and filtered with
0.45 μm Teflon filters; the pH of the filtrate was measured
after ∼3 months of sealed, room temperature storage. The filtrates
were diluted 1:1 in 4% HNO3 (VWR Chemicals) for ICP-OES
analysis as above.[30] The procedure was
repeated for the biochar SHIGH-900 with a 6 mM Ni solution due to
high Ni adsorption. The pH of each carbon material was also determined
by placing 0.05 g into 10 mL of DI water, shaking on a platform shaker
at 200 rpm for 24 h, allowing the carbon materials to settle, and
measuring pH of the supernatant.The amount of Ni adsorbed to
each biochar sample was calculated using eq :where q (mmol/g) is the amount of Ni adsorbed on the biochar, C0 (mM) is the initial Ni concentration in the
solution, C (mM) is
the final Ni concentration in solution, V (L) is
the solution volume, and M (g) is the mass of carbon
in the vial. The percentage removal of Ni was calculated using eq :where P is the percentage
removal of Ni. Data were fitted using the
Freundlich and Langmuir isotherm models, which are commonly used to
describe adsorption isotherms.[51] The empirically
derived Freundlich isotherm can be written aswhere K (L1/ mmol(1–1//g) is a constant and 1/n is the
Freundlich exponent. A linearized form is typically used to evaluate
adsorption data and is written asThe Langmuir isotherm assumes monolayer adsorption
onto an adsorbent and can be written aswhere K (L/mmol) is a constant and q (mmol/g) relates to the
theoretical maximum adsorption
capacity of the adsorbent for the adsorbate. Calculations often use
a linearized form:Negative control samples with no carbon were used as a proxy for
initial Ni solution concentration. By doing so, we avoid attributing
any systematic adsorption of Ni to the glass scintillation vial walls
to the adsorbent.Due to the toxicity of fumes containing Ni,
the pyrolysis temperature
should not be increased past the point where significant amounts of
Ni are lost to the gas stream; appropriate safety precautions should
be taken with the exit gas stream. In these experiments, exit gases
were vented to outdoor air. Biochar should be treated as a toxic waste
material, and care should be taken not to inhale powdered biochar
samples since fine particulates and nickel are both carcinogenic.[9]
Results and Discussion
The O. chalcidica plants showed no sign of phytotoxicity
at any level of Ni dosing. Because both linear and power models have
been used in the literature to fit pXRF–ICP-OES correlation
curves, both models were applied to the data. The best-fitting model
as determined by adjusted R2 and p-value was linear with a y-intercept of
0, although all models yield similar values over the range of interest
(Figure ). The pXRF
and ICP-OES measurements were highly correlated, with a slope of 0.410
(adjusted R2 = 0.971, p-value = 2.95 × 10–9). The pXRF measurements
tended to be approximately twice the true Ni content (as measured
by ICP-OES) of the samples, perhaps because the low sample mass did
not fully extinguish the X-rays. These results are consistent with
results measuring other metals in plants, where pXRF and ICP-OES correlations
can differ greatly by plant material and metal, demonstrating the
necessity of measurement corrections.[52−54] Other pXRF–ICP-OES
curves for Ni in Ni hyperaccumulator plants provided extremely different
numerical predictions from each other and from the correlation here
given the same pXRF measurement, perhaps due to differences in pXRF
instruments, measurement procedures, and species of plant measured.[45,47,55] This demonstrates a continued
need for instrument-, procedure-, and species-specific correlation
curve development before uncorrected pXRF plant measurements should
be used. pXRF measurements of metal content were much faster than
ICP-OES measurements (∼10 min instead of 15 h per sample),
and the high degree of correlation between the pXRF and ICP-OES measurements
demonstrates that pXRF could be a very useful tool for hyperaccumulator
metal analysis in the future.
Figure 2
Curve correlating pXRF measurements of Ni in
leaf, whole shoot,
and biochar samples to ICP-OES measurements of the same samples. The
measurements are pooled into one curve with a slope of 0.410. The
shaded region is the 95% confidence interval.
Curve correlating pXRF measurements of Ni in
leaf, whole shoot,
and biochar samples to ICP-OES measurements of the same samples. The
measurements are pooled into one curve with a slope of 0.410. The
shaded region is the 95% confidence interval.The Ni concentrations of each plant and soil pH after the experiment
were measured individually and the Ni concentrations were mathematically
corrected (Table S1 and Figure ). We also measured the Ni
concentrations of the pooled leaf samples (Figure and Table S2)
and combined them into the final master mixes (Table S3). The individual plant concentrations varied within
the same dosing level, consistent with previous studies, indicating
that the plant concentration of Ni could vary considerably even when
grown in the same conditions.[41,42] Dramatic concentration
variations could prove problematic in commercializing this type of
technology if Ni concentration needs to be tightly controlled; however,
the statistically similar Ni concentrations of plants grown with different
Ni spikes suggest that the average Ni concentration of a mixed plant
batch may be maintained across different growth environments.
Figure 3
Dry weight
leaf Ni measurements compared to the soil spike concentrations.
The gray shaded region shows the range of measurements for individual
plants at the given Ni spike concentration when there was sufficient
material to measure; the points show the measurements after the leaves
at each spike level that showed no significant difference in concentration
were mixed. Error bars represent ± one standard deviation. (Error
is within the marker where error bars are not visible.)
Dry weight
leaf Ni measurements compared to the soil spike concentrations.
The gray shaded region shows the range of measurements for individual
plants at the given Ni spike concentration when there was sufficient
material to measure; the points show the measurements after the leaves
at each spike level that showed no significant difference in concentration
were mixed. Error bars represent ± one standard deviation. (Error
is within the marker where error bars are not visible.)The threshold set to determine if a plant hyperaccumulates
Ni is
1 g Ni kg–1 in the dried plant sample.[56] All of the pooled leaf samples grown in Ni-spiked
soil far surpassed this threshold; the minimum pooled leaf Ni concentration
was 11.3 g Ni kg–1 at the soil spike of 10 mmol
Ni kg–1 and the maximum pooled leaf Ni concentration
was 24.3 g kg–1 at the soil spike of 200 mmol Ni
kg–1 (see Table S2).
The pooled leaf points in Figure indicate that, generally, leaf Ni correlates positively
with soil Ni until a saturation point is reached. The leaf Ni concentrations
plateau at ∼23 g kg–1 (2.3 wt %). The data
indicate that there is a limiting factor in the hyperaccumulation
process and that Ni accumulation does not strictly increase with increasing
soil Ni concentration; a saturation point exists.[41,42] The mechanism underlying the Ni saturation has not been determined.
Two hypotheses are that there could be a biological limit to Ni hyperaccumulation
in O. chalcidica or that Ni hyperaccumulation was
controlled by desorption of Ni from soil into pore water in our system.[57,58] Modeling work on another Ni-hyperaccumulating plant suggests that
in that case the Ni desorption rate from soil and the related plant
transpiration rate were the controlling factors in plant Ni concentration,
although in this case soluble Ni which one would expect to readily
desorb was added to the potting mix.[59] Regardless
of the saturation mechanism, the concentration of Ni in the plant
tissues rivals that of commercially mined Ni ores.[2] Although estimating mined mineral resources can be challenging,
one study reports that 90% of laterite ores and a similar percent
of sulfide ores have a grade of <20 g kg–1 Ni;
23 g kg–1 certainly qualifies the O. chalcidica grown in this study as a rich bio-ore indeed.[3]The pooled sample BAF values were calculated (Table S2). At the 10 mmol Ni kg–1 level,
the BAF was 19.3, an extremely high BAF value. Any BAF > 1 demonstrates
that the plant accumulates Ni from its surroundings. The pooled leaf
samples with soil spikes 10–300 mmol Ni kg–1 all had BAF > 1. The BAF consistently decreased with an increase
in the mass of Ni spiked, again demonstrating that leaf Ni concentration
does not strictly increase with soil Ni concentration.The Ni
concentration results for the whole shoot samples show a
similar trend to the results for the leaf samples (Table S2 and Figure S1). The pooled shoot Ni concentrations
ranged between 12.6 and 17.8 g kg–1 at soil spikes
of 10 and 80 mmol Ni kg–1, respectively; it plateaued
at ∼16 g Ni kg–1 (1.6 wt %). Since a projected
median concentration of Ni is 5 g kg–1 in mined
sulfide ores and 11 g kg–1 in mined laterite ores,
the whole shoot samples also qualify as a rich bio-ore.[3] The BAF values for the pooled whole shoot samples
ranged between 21.5 and 3.79, decreasing with increasing soil Ni spike.
With the exception of the 60 mmol Ni kg–1 spike
level, the whole shoot samples had comparable Ni concentrations to
the leaf samples, even if the apparent concentration limit in the
whole shoot trial was lower. The whole shoot trial only utilized the
0–80 mmol Ni pots, so an increase in whole shoot Ni concentration
above that spike level is likely but was not tested experimentally.
Biochar Pyrolysis and Characterization
The Ni concentrations of the master mixes were measured (Table ), and they were used
to synthesize biochar under varying pyrolysis temperatures. The Ni
concentrations of the resultant biochars were measured with pXRF and
corrected using the ICP-OES correlation (Table ). Overall, higher concentrations of Ni in
the plant material led to higher concentrations of Ni in the biochar,
as expected. A higher pyrolysis temperature also tended to lead to
a higher biochar Ni concentration. This was not the case in all circumstances;
SLOW-600 had an unexpectedly high Ni concentration, and there was
no significant difference between SHIGH-400 and SHIGH-600. The overall
effect of pyrolysis temperature, however, can be statistically examined. Table shows that the pyrolysis
concentration factor increased with increasing temperature. This is
likely due to more complete decomposition of organics at higher temperatures
without high Ni loss to the exiting gas stream.[60] The mass of biochar and proportion of plant mass recovered
as biochar decreased commensurately with the increase in pyrolysis
temperature. The concentration factor at 400 °C is significantly
different than that at 900 °C (p = 0.04); no
other pair is significantly different. The increasing concentration
factor with temperature indicates that we could potentially employ
higher pyrolysis temperatures to further enhance biochar Ni concentration;
however, we would expect a further reduction in biochar mass and more
loss of Ni to the gas stream with increased pyrolysis temperature
above 900 °C.[60]
Table 1
Plant Tissue Sample and Biochar Ni
Concentrations
biochar
Nia (g kg–1)
plant tissue
sample name
plant Ni (g kg–1)
400 °C
600 °C
750 °C
900 °C
leaf
L0
0.03 ± 0.01
-
0.16 ± 0.03
-
-
LLOW
13.7 ± 1.5
-
38.9 ± 3.1
-
-
LMED
21.5 ± 0.9
47.5 ± 3.1
57.7 ± 3.5
60.6 ± 2.5
-
LHIGH
33.1 ± 2.0
75.6 ± 6.6
87.1 ± 11.9
-
-
whole shoot
S0
0.06 ± 0.01
0.16 ± 0.01
-
-
-
SLOW
12.6 ± 2.1
27.4 ± 2.7
35.1 ± 1.8
33.0 ± 3.5
31.8 ± 4.5
SHIGH
14.6 ± 1.0
36.2 ± 3.4
35.1 ± 3.4
41.6 ± 2.6
51.6 ± 3.7
“-”
indicates that
there was no biochar for this plant material/temperature combination.
Table 2
Average Pyrolysis
Temperature Concentration
Factors (biochar Ni/plant Ni)
pyrolysis
temperature (°C)
concentration factor
400
2.29 ± 0.15
600
2.67 ± 0.16
750
2.76 ± 0.20
900
3.03 ± 0.33
“-”
indicates that
there was no biochar for this plant material/temperature combination.The specific surface area of the biochars, as determined by BET,
ranged between 1 and 103 m2/g (Figure and Table S4).
In general, biochar surface area increased with increasing pyrolysis
temperature, as expected.[29] An ANOVA analysis
demonstrated that the effect of pyrolysis temperature on surface area
was statistically significant (p < 0.01), although
the effect of Ni concentration in the plant material was not. A Tukey’s
test revealed that the biochars cluster by surface area into two significant
groups: low temperature (400 and 600 °C) and high temperature
(750 and 900 °C). The measured range of surface areas was within
a typical range of surface area for unactivated biochar.[61] Increased surface area is desirable for most
biochar applications, so higher pyrolysis temperatures may be desirable.
Other pyrolysis parameters such as heating rate, residence time, and
carrier gas flow rate could be optimized to increase surface area,
although only temperature was examined in this study. Surface area
is also commonly increased through postpyrolysis chemical or physical
activation. Taken together, concentration factor and surface area
data both indicate that higher pyrolysis temperatures may be favorable.
Figure 4
Biochar
surface area as a function of mean plant Ni with marker
shape/color indicating pyrolysis temperature. The biochar pyrolyzed
at 400 or 600 °C has consistently and significantly lower surface
area than that pyrolyzed at 750 or 900 °C.
Biochar
surface area as a function of mean plant Ni with marker
shape/color indicating pyrolysis temperature. The biochar pyrolyzed
at 400 or 600 °C has consistently and significantly lower surface
area than that pyrolyzed at 750 or 900 °C.The biochars chosen for SEM-EDS were LLOW-600, LHIGH-600, S0-400,
SHIGH-400, SHIGH-600, SHIGH-750, and SHIGH-900. This allowed for at
least one leaf-whole shoot, Ni concentration, and pyrolysis temperature
comparison to be made. Overall, the biochar tended to look like a
mixture of a small-grained powder and small monoliths up to 0.5 mm
in size (Figures S2–S5). This size
is similar to a tip-to-tip measurement of an intact O. chalcidica leaf trichome, although the observed monoliths seem more prismatic
in shape.[41,62] Initial Ni concentration seems to have no
effect on structure (Figure S2). The biochars
made from leaves only tend to have smaller and fewer monoliths than
those made from the whole shoot (Figure S3). The fine structure of the leaf biochars is more plate-like while
the whole shoot fine structure is more angular. This is likely the
influence of stems in the whole shoot biochar, which do not powder
as completely as the leaves. In general, gross structure of the biochar
becomes more powder-like when the pyrolysis temperature exceeded 400
°C (Figure S4). The surface structure
becomes more complex and pore structure becomes more open with increasing
temperature; no evidence of thermal deactivation was observed.[61] These phenomena could contribute to the higher
surface area seen at increased pyrolysis temperature.The EDS
results showed that Ni was evenly dispersed across each
sample and that potassium (K) and calcium (Ca) have strong signals
in the EDS spectra of all samples (Figure S5). Although the EDS indicates that there may be significant amounts
of K and Ca in the biochars, K and Ca are not measurable at the excitation
wavelength used in the pXRF measurements and so were not quantified
in this work. The presence of K and Ca is not unexpected; previous
work has demonstrated that K and especially Ca are present in O. chalcidica leaves at elevated levels, with the Ca localized
in the leaf trichomes in intact plants.[41,63]The Ni batch adsorption
experiments were carried out using biochars
S0-400, SHIGH-400, SHIGH-900, and the reference material GAC. Carbon
pH is reported in Table . In addition to the adsorption experiment biochars, LHIGH-600, the
highest Ni biochar, was subjected to the 0 mM Ni treatment under the
same conditions (Table S5). No significant
amount of Ni was detected in any 0 mM Ni solution after the experiment,
likely due to the alkalinity of both the biochars and resultant equilibrium
solutions; leaching is conducted under acidic conditions.[27] Filtrate pH ranged between 7.1 and 11.8 with
lower pH at higher Ni concentrations, as expected due to release of
more H+ with higher metal ion uptake.[34] The amount of Ni adsorbed to each adsorbent was calculated
using eq , and the percent
of Ni removed was calculated using eq (Figure ). Removal of over 100% of the Ni is an artifact of the measurement;
low concentrations of Ni have higher relative measurement error, and
this is propagated through the calculations. Any removal value of
over 100% should be understood as ∼100% removal.
Table 3
Maximum
Observed Specific Adsorption
of Ni2+
adsorbent
pH
observed qmax (mg Ni/g adsorbent)
S0-400
10.5
27.2 ± 0.5
SHIGH-400
10.4
19.9 ± 0.1
SHIGH-900
10.4
40.8 ± 1.3
GAC
7.48
8.16 ± 0.54
Figure 5
Percent of
nickel removed from solution as a function of initial
Ni concentration.
Percent of
nickel removed from solution as a function of initial
Ni concentration.The GAC showed a decreasing Ni removal efficiency
typical of Langmuir
or Freundlich adsorption patterns.[64] Removal
efficiency consistently decreased with increasing Ni concentration,
and above 0.2 mM Ni GAC had the lowest Ni removal efficiency of any
adsorbent. S0-400 and SHIGH-400 showed similar Ni removal patterns.
Both showed peak removal in the 0.5 mM Ni solution, where they removed
∼100% of the Ni. Above 0.5 mM Ni, Ni removal consistently decreased
with increasing initial concentration, although S0-400 outperformed
SHIGH-400 at all points. S0-400’s slightly higher surface area
could have contributed to its better performance. Above the 0.5 mM
Ni concentration, SHIGH-900 consistently removed ∼100% of Ni
until the 6 mM solution point, where it reached its adsorption maximum.
The biochars all outperformed the commercially available GAC for solutions
with Ni concentrations ≥ 0.5 mM. The strong alkalinity of the
biochars compared to the GAC could aid in Ni adsorption due to surface
precipitation of salts.[30] The biochars
all had similar pH values; their differences in adsorption capacity
trended with and could be attributable to higher surface area, which
could provide more adsorption sites.[32]Freundlich and Langmuir isotherms were fitted to the GAC, S0-400,
and SHIGH-400 data (Table S6). Solution
concentrations of less than 0 were ignored in the calculations since
they are not physically feasible. SHIGH-900 was not fitted to an isotherm
model because the data only contain Ni in solution at equilibrium
in the 6 mM starting solution, making the calculations inappropriate.
The adsorption points and better-fitting isotherms as determined by R2 values are shown in Figure S6. Although adsorption capacities are specific to experimental
conditions such as metal mix in solution, temperature, and pH, these
results suggest that the maximum observed adsorptions (Table ) are comparable to other promising
adsorbents in the literature, which range between 1 and 90 mg Ni g–1.[34,65,66] Of the 45 Ni adsorbents represented in these studies, only 11 have
a higher maximum adsorption capacity than the observed adsorption
of the O. chalcidica biochar. This is a promising
finding, especially since the adsorption capacity of all O.
chalcidica biochars may further improve with activation of
the biochar.One problem with metal adsorbents is disposal after
use. The O. chalcidica biochars already contained
significant amounts
of Ni, which was enhanced through the adsorption of more Ni from solution.
An estimate of the final amount of Ni in the biochars after adsorption
can be obtained by adding the initial concentration to the adsorbed
concentration (Table S7). The adsorbed
Ni can be greater than or equal to the initial Ni in the biochar,
significantly increasing Ni in the final biochar. For example, after
adsorption from the 3 mM Ni solution S0-400 and SHIGH-900 went from
0.16 and 52 g Ni kg–1 to 27 and 92 g Ni kg–1, respectively. Most Ni hyperaccumulator bio-ores contain 10–60
g Ni kg–1 before Ni extraction processing, depending
on their species and growing conditions.[24] Adsorption increased the biochar Ni concentration by up to 41 g
kg–1, which is more Ni than many bio-ores natively
contain. Postadsorption biochar could then be used as an enhanced
bio-ore in a typical Ni hyperaccumulator Ni extraction process, circumventing
the need to develop an additional regeneration or disposal process.
Conclusion
This study demonstrates the potential
use of biochar from the Ni
hyperaccumulator plant O. chalcidica as a Ni adsorbent
to synthesize an enhanced bio-ore. To the best of our knowledge, it
is the first time that Ni hyperaccumulator plant biomass has been
used to prepare a unique biochar and examined for Ni adsorptive properties.
We have shown that correlated pXRF measurements can be used as a quick
and easy Ni measurement in plant material and biochar. The Ni concentration
of O. chalcidica biomass varies according to the
Ni concentration in soil but has an upper limit likely depending on
either a hyperaccumulation limit in the plant or a limiting Ni desorption
rate from the soil into pore water. The upper limit of 16 g kg–1 in whole shoot samples exceeded the median concentration
of mined Ni ore deposits; the upper limit of 23 g Ni kg–1 in leaf samples is comparable to the 90th percentile concentration
of ore deposits worldwide.The Ni concentration in O.
chalcidica biochar
increased with both initial plant material Ni concentration and pyrolysis
temperature; increased pyrolysis temperature also increased the BET
surface area of the biochar. Ni adsorption experiments demonstrated
that O. chalcidica biochar outperformed commercially
available GAC, potentially due to the biochar’s strong alkalinity.
The observed Ni adsorption was comparable to high-performing, activated
biochars in the literature, indicating an opportunity to use O. chalcidica biochar as an adsorbent material in high-Ni
wastewaters.The main proposed use of Ni-hyperaccumulating plants
is as a bio-ore
for Ni production. High Ni content is very important in bio-ores.
The postadsorption O. chalcidica biochar significantly
increased in Ni concentration and could potentially be used as an
enhanced bio-ore in the fledgling Ni hyperaccumulator Ni production
industry. Future work should optimize the biochar for Ni adsorption,
determine metal adsorption in systems that mimic wastewaters, determine
the geographic and economic feasibility of using the biochar as an
adsorbent, test processing methods for the enhanced bio-ore, and investigate
other catalytic and energy storage applications of enhanced bio-ore.
Using both O. chalcidica’s metal and biomass
as a resource could be a green engineering solution to address sustainability
and ethical considerations of Ni production and removal of Ni from
high-Ni wastewater while simultaneously providing a high-Ni enriched
bio-ore.
Authors: Adrian L D Paul; Vidiro Gei; Sandrine Isnard; Bruno Fogliani; Guillaume Echevarria; Peter D Erskine; Tanguy Jaffré; Jérôme Munzinger; Antony van der Ent Journal: Ann Bot Date: 2020-10-06 Impact factor: 4.357
Authors: David H McNear; Edward Peltier; Jeff Everhart; Rufus L Chaney; Steve Sutton; Matt Newville; Mark Rivers; Donald L Sparks Journal: Environ Sci Technol Date: 2005-04-01 Impact factor: 9.028
Authors: Yadav Sapkota; Louis M McDonald; Thomas C Griggs; Thomas J Basden; Brandon Lee Drake Journal: Front Plant Sci Date: 2019-03-19 Impact factor: 5.753