The classical model of crystal growth assumes that kinks grow via a sequence of independent adsorption events where each solute transitions from the solution directly to the crystal lattice site. Here, we challenge this view by showing that some calcite kinks grow via a multistep mechanism where the solute adsorbs to an intermediate site and only transitions to the lattice site upon the adsorption of a second solute. We compute the free energy curves for Ca and CO3 ions adsorbing to a large selection of kink types, and we identify kinks terminated both by Ca ions and by CO3 ions that grow in this multistep way.
The classical model of crystal growth assumes that kinks grow via a sequence of independent adsorption events where each solute transitions from the solution directly to the crystal lattice site. Here, we challenge this view by showing that some calcite kinks grow via a multistep mechanism where the solute adsorbs to an intermediate site and only transitions to the lattice site upon the adsorption of a second solute. We compute the free energy curves for Ca and CO3 ions adsorbing to a large selection of kink types, and we identify kinks terminated both by Ca ions and by CO3 ions that grow in this multistep way.
Calcite, a common biomineral
and the most abundant carbonate on
Earth, has been the subject of extensive experimental and computational
study. However, our understanding of the molecular mechanisms underpinning
calcite growth remains limited. While ion adsorption to calcite steps
has been comprehensively studied using molecular simulation,[1] studies of kinks have been limited to only a
few kink types[2,3] or focused on energy calculations
on non-aqueous calcite.[4] Calcite kink growth
is a complex process involving the attachment and detachment of ions
to and from 16 unique kink sites. A more comprehensive study is therefore
required to gain insights into the molecular processes that constitute
calcite kink growth.Crystal growth models usually treat the
attachment of units to
kinks as independent elementary events, where the kinks are structured
such that the terminating ion occupies its lattice site upon adsorption.[5−12] The structure of kink sites has consequences for the study of the
interactions between impurities and kinks. The role of impurities
in crystallization has been the focus of many experimental studies,
ranging from their retardation of crystal growth[13−15] to their morphological
and mechanical impact.[16,17] Molecular simulation is able
to complement such studies through determining binding configurations[18] and calculating binding free energies.[15,19−21] However, such studies assume that the terminating
ions of kinks occupy their lattice site. Computational studies of
kink nucleation have already revealed a more complex picture where
lone CO3 ions are found to prefer to reside above the step,
rather than adsorbing directly to the lattice sites.[1] A similar complex process has been observed for barite.[22] Because kinks do not nucleate through the straightforward
process of direct adsorption of units onto crystal lattice sites,
we cannot assume that they propagate in such a way.In this
study, we determine the free energy curves for Ca and CO3 ions adsorbing to 12 out of 16 kink types, revealing each
thermodynamically stable kink configurations. By simulating the dual
adsorption of a CO3 ion and a Ca ion to a kink, we show
that ions that adsorb preferentially to a bidentate configuration
will transition to the lattice site after a second ion adsorbs.
Methodology
The free energy surfaces
for Ca and CO3 ions adsorbing
to a selection of calcite kinks were computed using metadynamics.
Calcite has 16 unique kinks on each side of its glide plane: four
kink geometries, labeled (a–d) in Figure , each of which can be terminated by either
Ca(i), CO3(i), Ca(ii), or CO3(ii), where (i)
and (ii) represent the alternating carbonate orientations along each
step. The free energy surfaces were computed for a Ca ion adsorbing
to each of the eight CO3-terminated kinks; a CO3 ion adsorbing to four of the eight Ca-terminated kinks; and the
dual adsorption of a CO3 ion and a Ca ion to one type of
Ca-terminated kink. For each kink site, the ion that terminates the
kink is tethered to the exact position of its bulk lattice site using
a radial harmonic potential with a spring constant of 100 kJ/mol/Å.
When this was applied to CO3, only the C atom was constrained
in this potential. Additionally, in order to prevent its drift, the
calcite slab was held in place by setting the total momentum of the
slab (excluding the adsorbate) to zero at every timestep.
Figure 1
Free energy
profiles for Ca and CO3 ions adsorbing to
various kink types. Letters a–d denote the kink geometry (as
shown in the schematic) and the labels (i) and (ii) represent the
distinct kinks due to the alternating CO3 orientations
along each step. A value of zero along the x-axis
corresponds to the adsorbate residing along the same {10.4} plane
as the upper terrace, i.e., residing in the lattice site of the kink.
The highlighted green and yellow regions correspond to the lattice
and bidentate configurations (see Figure ).
Free energy
profiles for Ca and CO3 ions adsorbing to
various kink types. Letters a–d denote the kink geometry (as
shown in the schematic) and the labels (i) and (ii) represent the
distinct kinks due to the alternating CO3 orientations
along each step. A value of zero along the x-axis
corresponds to the adsorbate residing along the same {10.4} plane
as the upper terrace, i.e., residing in the lattice site of the kink.
The highlighted green and yellow regions correspond to the lattice
and bidentate configurations (see Figure ).
Figure 2
Side views of cross sections
of calcite along the step, demonstrating
an example of lattice and bidentate configurations. The outline of
the steps on which kinks nucleate and propagate are traced with dashed
lines. Ca ions are shown in green, C in gray, and O in red. Water
molecules are shown in blue and the terminating Ca ion is shown in
gold.
Molecular dynamics simulations were performed using
LAMMPS.[23] The inter- and intra-molecular
interactions
for Ca and CO3, as well as their interactions with water,
were described by the force field of Raiteri et al.[24] which was explicitly fitted to reproduce the experimentally
found solubility of calcite. The self-interactions of water were described
by SPC/Fw.[25] Periodic boundaries were used
in all dimensions, and a monoclinic skew was added to the simulation
box in order to accommodate a slab of calcite periodic in the x- and y-directions, including an elevated
step and two exposed kink sites. The slab of calcite was separated
from its periodic image in the z-direction by a gap
filled with water molecules. Free energy surfaces were computed using
well-tempered metadynamics as implemented in Plumed.[26] The reaction coordinates depended on the simulation, as
summarized below. The results we present in this paper show the free
energy as a function of the distance normal to the {10.4} plane between
the adsorbate (or the C atom in the CO3 case) and the step.
Further simulation details can be found in the Supporting Information.The simulation free energy differences,
which we denote with ΔGsim, can
be extracted from the free energy surfaces
by determining the difference between the minimum free energy, and
the free energy of the fully dissolved solute that is where the free
energy surface becomes flat. In this paper, we calculate the simulation
free energies by averaging the free energy surfaces between 15 and
18 Å above the upper terrace. Figure S4 in the Supporting Information details the region over which the free
energies are averaged to calculate ΔGsim. The adsorption free energy, which we denote with ΔGads, is a reference free energy given bywhere Pads and Pdiss are the equilibrium probabilities of finding
a solute in an adsorbed and dissolved state, respectively, when the
solute is dissolved in solution at a concentration of 1 mol. As the
adsorption free energy has a well-defined meaning and does not depend
on any experimental or simulation conditions, it makes an ideal quantity
to calculate. ΔGads can be computed
with an entropic correction to ΔGsim as detailed in the Supporting Information.
Ca Adsorption
For a Ca ion adsorbing
to a CO3-terminated kink, the z coordinate
of the Ca ion [its position normal to the (10.4) surface] was chosen
as the reaction coordinate. The Ca ion was confined to a region in
the (x, y) plane, centered on the
target adsorption site using harmonic barriers. Explicitly dehydrating
the Ca ion can be important in some reactions,[1] but it had negligible effect on the free energy surfaces in the
case of Ca adsorption to kinks (see the Supporting Information).The average number of water molecules coordinated
with the adsorbing Ca ion, ⟨Nc⟩,
was measured while the ion was in its most stable bound configurationwhere r is the distance to water
oxygen j and r0 = 3 Å
is a cutoff
distance. The value of 3 Å is chosen from radial distribution
functions previously computed by Raiteri et al.[24]
CO3 Adsorption
For a CO3 ion adsorbing to a Ca-terminated kink, the CO3 ion was confined to a region in the (x, y) plane using harmonic barriers, and two reaction coordinates
were used: the z coordinate of the CO3 ion and, to drive dehydration of the kink, the distance between
the kink-terminating Ca ion and its nearest water molecule. More precisely,
we used an approximation of this nearest distancewhere r is the distance to water oxygen j and β
is a constant. For an appropriately chosen β, this function
is a continuously differentiable approximation of the smallest r, making it suitable as a
reaction coordinate (a similar approximation has been used elsewhere[27]). A justification for this reaction coordinate
can be found in the Supporting Information.
Dual CO3 and Ca Adsorption
Starting with the d(i) Ca-terminated kink, the adsorption
of a CO3 ion and the subsequent Ca ion was simulated using
three reaction coordinates: the hydration state of the kink-terminating
Ca ion as characterized by ND (eq ), and the z coordinates of the two
adsorbates. Each adsorbate was confined with its own set of harmonic
potentials, each constraining the Ca or C atom to within 2 Å
of its respective lattice site in the x- and y-direction (as per the method outlined in Section 1.4 of
the Supporting Information). The adsorbing
CO3 ion was constrained to a z value less
than 4 Å above the kink site.
Results and Discussion
Ca Adsorption Free Energies
We calculated
the free energy surfaces for a Ca ion adsorbing to eight different
CO3-terminated kinks as a function of the Ca-kink z-distance (Figure ). Table summarizes
the simulation free energy differences and corresponding adsorption
free energies, as well as the average number of water molecules coordinated
with the Ca ion in its most stable bound configuration, ⟨Nc⟩.
Table 1
Simulation Free Energy Differences
(ΔGsim) and Adsorption Free Energies
(ΔGads) for Ca and CO3 Ions Adsorbing to Various Kink Types. ⟨Nc⟩ is the average water coordination number of
the Ca adsorbate in its most stable configuration.
ion
kink
ΔGsim (kJ/mol)
ΔGads (kJ/mol)
⟨Nc⟩
Ca
a(i)
–30
–20
3.3
a(ii)
–36
–26
3.2
b(i)a
–35
–25
4.6
b(ii)
–31
–20
3.2
c(i)a
–39
–29
4.5
c(ii)
–24
–15
3.1
d(i)
–42
–31
2.8
d(ii)
–36
–26
2.7
CO3
a(i)a
–46
–32
-
a(ii)
–49
–36
-
d(i)a
–52
–38
-
d(ii)a
–46
–33
-
The ion adsorbs preferentially to
the bidentate configuration.
The ion adsorbs preferentially to
the bidentate configuration.The ΔGads values
shown in Table vary
between −14.7
and −30.8 kJ/mol. The variation of these numbers is unsurprising
because similar calculations for step sites show significant variation
in binding free energies.[1] Nevertheless,
it is clear that different Ca-terminated kink sites have different
stabilities.The free energy profiles show that the position
of the thermodynamic
minimum depends on the kink type; some kinks prefer the lattice configuration
while others prefer the bidentate configuration (Figure ). Ca ions prefer to adsorb to the lattice configuration in
6 of the 8 cases. For a and d kink
types, all Ca ions have a thermodynamic minimum at the lattice site.
For b and c kink types, we find
a greater variation in the free energy landscapes, where some prefer
the bidentate configuration. Where the lattice configuration is preferred,
⟨Nc⟩ corresponds to roughly
3, implying that a total of three coordinated water molecules is the
most stable configuration (see Table ). Where the bidentate configuration is preferred,
⟨Nc⟩ is typically about
4.5, implying that the number of coordinated water molecules fluctuates
between 4 and 5. Snapshots of each Ca kink in its most stable configuration
are shown in Figure S5.Side views of cross sections
of calcite along the step, demonstrating
an example of lattice and bidentate configurations. The outline of
the steps on which kinks nucleate and propagate are traced with dashed
lines. Ca ions are shown in green, C in gray, and O in red. Water
molecules are shown in blue and the terminating Ca ion is shown in
gold.
CO3 Adsorption Free Energies
The free energy surfaces for a CO3 ion adsorbing to
four different Ca-terminated kinks are shown in Figure . The complete free energy landscapes are
shown in Figure S6. Table summarizes the simulation free energy differences
and adsorption free energies. Unlike Ca kinks, of which all eight
were studied, we have only shown the results for four kinks. This
is because any attempts to study b or c CO3 kinks resulted
in a water molecule becoming trapped under the kink-terminating Ca
ion during the simulation. In this situation, the Ca ion would otherwise
transition to its bidentate configuration. However, due to the harmonic
tethering of the Ca ion, it was unable to do so. The result was that
the simulation configurations became unstable, and metadynamics simulations
ran into convergence issues. This issue could be solved by applying
a dual adsorption method such as the one discussed in Section . However, these simulation
require a far longer convergence time (∼3 μs) and are
therefore beyond the scope of this study.The free energies
show that CO3 ions generally adsorb more strongly than
Ca ions. The adsorption energies for the CO3 adsorbates
also show less spread than for the Ca adsorbates, with a total span
of 5 kJ/mol between the lowest and highest values, compared to 16
kJ/mol for Ca.Local free energy minima correspond to both lattice
and bidentate
configurations. The lattice configuration requires the full dehydration
of the Ca-terminated kink site to which the CO3 ion binds,
while the bidentate configuration does not. Significantly, half of
the CO3-terminated kink sites prefer to adopt the bidentate
configuration. Only the CO3 kinks have a preference for
the lattice configuration. By contrast, Ca ions mostly preferred the
lattice configuration. This difference is likely explained by the
water molecules at Ca-terminated kinks, the residence times of which
are likely to be far larger than those of lone Ca ions.[28] The removal of water at kink sites therefore
comes at a larger free energy cost than the removal of water at lone
ions. The most stable bound configurations of CO3 ions
are shown in Figure S7.
Example of a Multistep Kink Growth Mechanism
Because Ca and CO3 ions adsorb preferentially to the
bidentate configuration for some of the kinks, it cannot be assumed
that kinks always grow via the sequential adsorption of ions directly
to the lattice sites. Rather, the adsorption of ions into the lattice
sites must involve a more complex process, where ions transition to
the lattice site only after the adsorption of a second solute (and
possibly more). To demonstrate such a mechanism, we calculated the
free energy surface for a CO3 ion and a Ca ion adsorbing
to a d(i) Ca-terminated kink (Figure ).
Figure 3
(a) Four snapshots (A–D) illustrate the multistep
growth
mechanism. Here, Ca atoms in the upper terrace are shown in pink.
The two terminating ions are shown in gold. The perspective of the
snapshots is one which directly faces the step, which runs horizontally.
The kinks grow from the left side. (b) Schematic depicting the perspective
of the snapshots and the direction of growth of the kink. (c) Free
energy as a function of the position of the CO3 and Ca
ions adsorbing to the d(i) kink. A third reaction
coordinate that accounts for dehydration has been integrated out.
The minimum free energy pathway is traced with a dashed black line.
(a) Four snapshots (A–D) illustrate the multistep
growth
mechanism. Here, Ca atoms in the upper terrace are shown in pink.
The two terminating ions are shown in gold. The perspective of the
snapshots is one which directly faces the step, which runs horizontally.
The kinks grow from the left side. (b) Schematic depicting the perspective
of the snapshots and the direction of growth of the kink. (c) Free
energy as a function of the position of the CO3 and Ca
ions adsorbing to the d(i) kink. A third reaction
coordinate that accounts for dehydration has been integrated out.
The minimum free energy pathway is traced with a dashed black line.There are four distinct steps to the growth process,
labeled A–D
in Figure . First,
the CO3 ion adsorbs to the kink in the bidentate configuration
(A). The Ca ion then adsorbs to the bidentate CO3 ion by
sitting approximately 5 Å above the step (B). The CO3 ion transitions to the lattice site, pulling the Ca ion into a bidentate
configuration (C). This comes at a free energy cost. Finally, the
Ca ion transitions into its lattice configuration (D). This completes
the process of adsorption, and it is found that D is the most stable
configuration. This result is significant as it demonstrates that
even the CO3 ion with the least stable lattice configuration
is stabilized at the lattice configuration through the insertion of
one additional ion. We also note that three of the four kink types
studied have a preference for the bidentate configuration, while all
a and d Ca kinks prefer to adopt their lattice configuration. We therefore
expect a similar multistep process to occur for all other a and d
CO3 kink types. It is worth stressing, however, that the
mechanism demonstrated here is only an example of a multistep kink
growth mechanism, and that we are not assuming that this result will
carry over to other kink types which reside in a bidentate configuration.
Nevertheless, the results shown in Figure demonstrate that many terminating ions (4
of the 12 studied) must require one (or more) additional ions to adsorb
before a full transition to the lattice site can take place. Ideally,
all kink types which prefer to sit in their bidentate configuration
should be studied. However, the free energy plot shown in Figure took a total of
3 μs to convergence. Repeating this process for five kink types
would require multiple simulations over very large time-scales and
is therefore beyond the scope of this paper.
Role of Cation Dehydration in Limiting Kink
Growth
Cation dehydration is generally believed to limit
the rate of ionic crystal growth,[29−32] although recent evidence suggests
this may not be true for the growth of calcium minerals.[33] For adsorption into the bidentate configuration,
our simulation results broadly support this new perspective: we find
that, for all of the kinks that we have sampled, the ions must overcome
only a ∼1 kBT barrier
to transition from solution to the bidentate configuration. The solutes
will therefore initially adsorb to kinks at a rate determined by diffusion
rather than by a reaction barrier.For some kinks, the lattice
configuration is more stable than the bidentate configuration, and
there typically exists a substantial barrier from the latter to the
former. However, because the barrier from bidentate to solution is
generally larger than the barrier from bidentate to lattice, the adsorbate
is effectively captured by the kink site as soon as it reaches the
bidentate configuration.
Conclusions
Many of the ions that terminate
calcite kinks have a tendency to
reside in a bidentate configuration, rather than fit directly into
the lattice. They sit above the kink, binding to two ions and causing
minimal displacement of water molecules. The integration of these
ions into the kink lattice site requires the adsorption of an additional
ion, and so calcite kinks do not generally grow via a sequence of
independent adsorption events as assumed in classical models. This
multistep kink propagation process is analogous to what is observed
for kink nucleation, in which solutes initially adsorb to the upper
terrace before the adsorption of another ion. Future molecular simulation
studies of impurities adsorbing to kinks must therefore take into
account whether the kink to which an impurity binds resides in its
lattice or bidentate configuration.
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Authors: Ouassef Nahi; Alexander Broad; Alexander N Kulak; Helen M Freeman; Shuheng Zhang; Thomas D Turner; Lucien Roach; Robert Darkins; Ian J Ford; Fiona C Meldrum Journal: Chem Mater Date: 2022-05-18 Impact factor: 10.508