Erika Fallacara1, Philippe Depondt1, Simon Huppert1, Michele Ceotto2, Fabio Finocchi1. 1. Sorbonne Université, CNRS, Institut des NanoSciences de Paris (INSP), 4 Place Jussieu, Paris F-75005, France. 2. Dipartimento di Chimica, Università Degli Studi di Milano, Via Golgi 19, Milano 20133, Italy.
Abstract
Crystalline KOH undergoes an antiferroelectric (AFE) proton ordering phase transition at low temperatures, which results in a monoclinic bilayer structure held together by a network of weak hydrogen bonds (HBs). The Curie temperature shifts up when the compound is deuterated, an effect that classical MD is not able to catch. For deeper insights into the transition mechanism, we carry out ab initio MD simulations of KOH and KOD crystals by including quantum effects on the nuclei through Feynman path integrals. The geometric isotope effect and the evolution of the lattice parameters with temperature agree with the experimental data, while the purely classical description is not appropriate. Our results show that deuteration strengthens the HBs in the low-T AFE ordered phase. The transition is characterized by the flipping of OH/OD groups along a bending mode. Above the transition, the system is driven into a dynamical disordered paraelectric phase.
Crystalline KOH undergoes an antiferroelectric (AFE) proton ordering phase transition at low temperatures, which results in a monoclinic bilayer structure held together by a network of weak hydrogen bonds (HBs). The Curie temperature shifts up when the compound is deuterated, an effect that classical MD is not able to catch. For deeper insights into the transition mechanism, we carry out ab initio MD simulations of KOH and KOD crystals by including quantum effects on the nuclei through Feynman path integrals. The geometric isotope effect and the evolution of the lattice parameters with temperature agree with the experimental data, while the purely classical description is not appropriate. Our results show that deuteration strengthens the HBs in the low-T AFE ordered phase. The transition is characterized by the flipping of OH/OD groups along a bending mode. Above the transition, the system is driven into a dynamical disordered paraelectric phase.
Since its discovery
in 1920 by Valasek,[1] ferroelectricity has
been a focus of intense research addressed
by both academia and industries. Considerable interest has been devoted
to hydrogen-bonded ferroelectrics (FEs) and antiferroelectrics (AFEs)
for their functionalization in nonlinear optics.[2] The prototype material is potassium dihydrogen phosphate
(KDP) discovered in 1935,[3] where strong
hydrogen bonds (HBs) link the tetrahedral PO4 units. In
the low-T FE phase, the protons are off-center ordered
in the HBs, which are nearly perpendicular to the FE c-axis.[4] KDP becomes paraelectric (PE)
at higher temperatures.[5,6] The proton off-centering stretches
the O–O distance and thus correlates to the lattice expansion
and heavy-ion distortions.The ≃100 K increase of the
Curie temperature upon deuteration
has been attributed to the depletion of hydrogen tunneling between
the two off-center positions and the weakening of the HBs associated
with the FE distortion.[7] The weakening
of strong HBs (O–O distance between 2.45 and 2.7 Å) is
the well-known Ubbelohde effect.[8] Indeed,
deuteration produces an increase in the bond length of ≃0.03
Å and consequently makes the short bonds weaker. A clear example
is provided by the ice VII to ice X transition under pressure,[9,10] where O–H···O bonds become centered and thus
stronger at lower pressures than O–D···O bonds.
The KDP paradigm shows that the detailed characteristics of HBs, such
as their length and strength, greatly affect the behavior of the protons
and the dielectric properties of hydrogen-bonded crystals. The quantum
nature of light nuclei, such as H and D, can also play a crucial role
and give rise to spectacular isotope effects.In this regard,
alkali hydroxides AOX (A = Li to Cs, X = H, D)
display stretched and weak HBs. At ambient pressure, proton ordering
phase transitions occur in all the alkali hydroxides with the exception
of LiOH/LiOD and NaOH.[11−25] The critical transition temperature, Tc, is between 150 and 310 K, and a conventional isotope effect Tc(AOD) > Tc(AOH)
of about 30 K is observed for K, Rb, and Cs. Furthermore, pressure
can promote similar transitions even when these are forbidden at ambient
conditions.[26−30] Thus, the phase diagram of AOX crystals is determined by a complex
interplay between the temperature, the metal cation A+,
the hydrogen isotope X, and the pressure. In the following sections,
we focus on the phase transition in K hydroxides, which has been characterized
as a transformation from an ordered low-T AFE phase
(phase IVa) to a disordered high-T PE phase (phase
II). Both crystals are monoclinic. KOH-IVa has a P21/a space group and four molecular units
per cell, while KOH-II ha as P21/m space group and two molecular units per cell (Figure ).
Figure 1
Sketch of the unit cell
of KOH-IVa and KOH-II from neutron powder
diffraction data.[17] Ionic radii are represented
according to studies by Shannon.[31]
Sketch of the unit cell
of KOH-IVa and KOH-II from neutron powder
diffraction data.[17] Ionic radii are represented
according to studies by Shannon.[31]The crystallographic positions corresponding to
the hydrogen atoms
in the II phase have been determined, as macroscopic averages, at
half-occupancy over the two Wyckoff sites 4f related
by the mirror plane. This has been interpreted within a model of dynamically
disordered dipoles in which the hydrogen atoms are rapidly hopping
across the mirror planes y = ±1/4. However,
the detailed atomic-scale structure still lacks a careful description.
Another issue concerns Tc, which is sensitive
to the isotope substitution: Tc is 233
K in KOH and 257 K in KOD.[17] The larger
Curie temperature Tc upon H → D
substitution suggests that nuclear quantum effects (NQEs) are important
to unravel the mechanism of the transition. However, the failure of
classical statistical mechanics to account for isotope effects makes
the understanding of those phase transitions still an open question.
In this article, we stress the importance of NQEs on the phase stability
of KOH and KOD crystals as a reference example for the AOX family
and elucidate the mechanism of the phase transition as well as the
nature of the isotope effect.
Computational Details
For an accurate
and appropriate description beyond the classical
picture, we account for the nuclear degrees of freedom via path-integral (PI) MD.[32,33] The electronic structure
and atomic forces were calculated by using the DFT[34] within the PBE approximation[35] by using the quantum espresso (QE) package.[36] Phonon calculations were performed within the harmonic approximation via the density functional perturbation theory (DFPT).[37] We employed ultrasoft pseudopotentials for the
oxygen and hydrogen atoms and norm-conserving pseudopotentials for
the potassium atom. The plane-wave expansion cutoff energies were
50 Ry for the Kohn–Sham states and 8 times as large for the
charge density and the potential. The unit cell contains 4 formula
units, and the corresponding Brillouin zone was sampled using a 2
× 4 × 3 Monkhorst–Pack grid.The potential
energy surface (PES) at T = 0 K
was reconstructed according to the following procedure. We performed
several climbing image-nudged elastic band (CI-NEB)[38] calculations at fixed lattice constants by varying the
initial and the final configurations. All the initial and final configurations
have been obtained by varying the crystal y-component
of the OH vector that is associated with the coordinate of reaction
of the phase transition, as y′OH = yOH,eq × α, in which yOH,eq is the equilibrium y-component
of the OH vector and α is a coefficient in the range [−1.4,
1.4]. In the CI-NEB input, the initial and final configurations were
provided with fixed y crystal positions of oxygen
and hydrogen atoms and, in some cases, also the ones of potassium
atoms. The initial and final configurations were free to relax under
the above-mentioned constraints. In this way, we obtained several
minimum energy paths (MEPs) that sample the overall PES and an estimate
of the classical energy barrier at zero temperature.The MD
and PIMD simulations were carried out in the NVT canonical
ensemble within a generalized Langevin equation at T = 77, 215, and 350 K. We employed the i-PI interface[33] to the QE package. We used the PILE-L thermostatting
scheme,[39] with a centroid friction coefficient
of 10 THz and the number of beads set as 32, which ensures the convergence
of the kinetic and potential energies. At each temperature, the optimized
crystal structures were obtained through systematic volume relaxation
by gradually varying the lattice constants a, b, and c and the monoclinic angle β
until the hydrostatic pressure was reached, in trajectories of 5 ps
each, within an error on the average stress tensor components lower
than 2 kbar. Finally, statistical averages were obtained from trajectories
of duration time ranging from 20 to 40 ps.
Results and Discussion
Crystal
Structure
As a first step into the crystal
structure determination of monoclinic KOH and the description of the
HBs, we performed classical geometry optimization at T = 0 K with initial constraints on the positions of the H atoms and
identified the following reference static configurations:
FE, AFE, and PE. While sharing a similar bilayered structure along
the z-axis, the static configurations
mainly differ in terms of the positions of the hydrogen atoms (Figure a).
Figure 2
(a) Static FE, PE, and AFE structures of monoclinic
KOH. (b) Classical PES (cl-PES) as computed at constant
lattice parameters (see the lattice parameter for AFE in Table ). (c) Correlation
between the angle θ and the O–O distance along the cl-PES. The color bar corresponds to the potential energy.
(d) Sketch of the order parameter θ.
(a) Static FE, PE, and AFE structures of monoclinic
KOH. (b) Classical PES (cl-PES) as computed at constant
lattice parameters (see the lattice parameter for AFE in Table ). (c) Correlation
between the angle θ and the O–O distance along the cl-PES. The color bar corresponds to the potential energy.
(d) Sketch of the order parameter θ.
Table 1
Lattice Parameters and HB Geometrical
Parameters of Monoclinic Potassium Hydroxide from Ab Initio Calculations at T = 0 K and from Classical MD (cl-KOH/D) and PIMD Simulations (q-KOH and q-KOD), Compared with the Available Experimental Dataa
Crystallographic data
a
b
c
β
c sin β
O–O
Experimental data phase IVa: P21/a, Z = 4
100 K
KOD[18]
7.922
3.942
5.903
113.95
5.395
3.24
77 K
KOH[17]
7.892
3.945
5.947
114.24
5.423
(not reported)
Experimental data
phase II: P21/m, Z = 2
300 K
KOD[18]
3.965
3.999
5.728
104.23
5.552
3.45
293 K
KOH[17]
3.951
3.999
5.750
103.58
5.589
3.33
Theory (this work)
0 K
FE
3.982
4.009
5.568
107.674
5.305
3.00
AFE
7.958
4.014
5.770
113.230
5.302
3.00
PE
3.963
4.028
5.782
101.634
5.663
3.48
77 K
cl-KOH/D
8.01
4.01
5.87
114.02
5.36
3.06
q-KOD
8.04
4.02
5.98
114.25
5.45
3.18
q-KOH
8.04
4.03
6.00
114.25
5.47
3.22
215 K
cl-KOH/D
7.98
4.05
5.76
110.00
5.41
3.09
q-KOD
8.02
4.05
5.86
111.00
5.47
3.15
q-KOH
8.02
4.06
5.88
111.00
5.49
3.18
350 K
cl-KOH/D
8.10
4.07
5.74
104.25
5.56
3.35
q-KOD
8.15
4.08
5.77
104.25
5.59
3.38
q-KOH
8.15
4.08
5.77
104.25
5.59
3.39
In all cases, we
computed c sin β that represents the projection
of the c-axis along z. The reported
experimental
lattice parameters for the IVa phase are presented here after a change
of basis. Lengths are reported in Å and angles in degrees.
FE and AFE configurations have permanent microscopic dipoles with
a component along the y-axis. The neighboring layers
are connected by weak HBs that contribute to the cohesion between
the KOH bilayers. The AFE configuration has inversion symmetry and
therefore does not bring any macroscopic dipole, in contrast to the
FE configuration, where all hydroxyl groups are parallel. In PE configuration,
the hydroxyl groups lie in a plane normal to the y-axis, in the Wyckoff site 2e, at crystal positions y = ±1/4.As regarding the structural properties,
the main differences between
the static configurations are over c and β lattice parameters (see Table ). For the purpose
of the discussion, it is convenient to introduce the projection of c along the z-axis, that is, c sin β. This represents the interlayer distance, which is in
turn correlated to the O–O distance and therefore characterizes
the HB strength. The static AFE phase (c sin β = 5.302 Å) does not reproduce the measured interlayer
distance c sin β in KOH-IVa, even when including
semiempirical dispersion corrections (c sin β
= 5.054 Å including Grimme D2[40,41] and c sin β = 5.160 Å including Grimme D3[42]). The FE phase presents the same interlayer
distance as AFE, while the KOH lattice is significantly expanded along
the z-axis in PE with c sin β
increasing up to 5.663 Å. This expansion is mainly due to the
breaking of the interlayer HBs that correlates to the O–O distance,
which increases from 3.00 Å in FE and AFE to 3.48 Å in PE.In all cases, we
computed c sin β that represents the projection
of the c-axis along z. The reported
experimental
lattice parameters for the IVa phase are presented here after a change
of basis. Lengths are reported in Å and angles in degrees.
Classical Potential Energy Surface
For the purpose
of understanding the atomic-scale transformations that occur in the
crystal at finite temperature, first, we conducted extensive CI-NEB
runs by following the procedure discussed in Computational
Details. We explored several MEPs for the transitions AFE ↔
PE, PE ↔ FE, and AFE ↔ FE. These calculations provide
a quite detailed picture of the cl-PES at T = 0 K that can serve as a reference when introducing thermal
and nuclear quantum effects (Figure b). FE and AFE correspond to local minima on the cl-PES with the AFE being slightly more stable than the
FE by 3 meV, mainly because of the larger repulsion between the protons
in the FE phase. The cl-PES displays another notable
configuration: the transition state (TS) along the AFE ↔ FE
path. The TS is a saddle point whose total energy is ≃0.18
eV above the AFE’s most stable minimum. In the TS configuration,
while the hydroxyl groups at the crystal x position
are practically clamped at their equilibrium positions in the FE or
AFE configurations, the other at x + 1/2 are very
close to y = 1/4, which represents the mirror plane
as in the PE configuration. Interestingly, the total energy of the
TS configuration is nearly half that of the PE configuration (EPE = 0.34 eV). We, therefore, set the T = 0 K classical barrier for flipping an entire row of
hydroxyl groups across the mirror plane to the ≃0.09 eV/OH
group. Such a barrier corresponds to a rather high temperature of
about 1000 K. We point out that the topology of the cl-PES is consistent with OH groups that belong to the same chain of
HBs (same crystal position x) flipping coherently
back and forth. However, the system should not pass through the static
PE configuration, which is a local maximum. Moreover, as discussed
in the following section, the flipping process can be conveniently
represented through the choice of the angle θ (Figure d). For instance, θ =
0 for all the hydroxyl groups in the static PE configuration, while
the same value is only for half of them in the TS.
Microscopic
Order Parameter in the Phase Transition
Consistently with
the fact that the static PE configuration
is not a local minimum, dynamical matrix calculations yield imaginary
frequencies, revealing phonon instability for a mode corresponding
to an O–H libration parallel to the y-axis
direction. The phonon dispersion curves as computed in a large portion
of the Brillouin zone (Figure ) reveal that the O–H libration has an imaginary frequency
along the symmetry lines Γ-Y-A-B (with k = 0) and a real one along the B-D-E-C-Z
(with k = π/b) paths. In real space, the instability is associated with
in-phase collective displacements of the hydroxyl groups parallel
to the y-axis, which drive the static PE toward the AFE or FE configurations. According to the Landau
description of phase transitions, a logical choice of the order parameter
is the OH bending angle θ, defined as arctan(θ) = OH/|OH| where
OH and OHz are the y and z Cartesian coordinates of the OH
displacement vector, respectively. This parameter is fully consistent
with the cl-PES. The ordered phase in the Landau
picture corresponds to ⟨θ⟩ = 0. An ambiguity could
arise when considering the symmetry-broken phases that are either
FE (same θ on parallel chains and ⟨θ⟩ ≠
0) or AFE (opposite θ on parallel chains and ⟨θ⟩
= 0). In the following section, we specify the interchain correlation
function that distinguishes the AFE from the FE configurations.
Figure 3
Phonon dispersion
curves for the static PE phase
of monoclinic potassium hydroxide, whose unit cell contains two formula
units (Z = 2). The red branch corresponds to the
unstable O–H libration mode. Imaginary frequencies are plotted
as negative.
Phonon dispersion
curves for the static PE phase
of monoclinic potassium hydroxide, whose unit cell contains two formula
units (Z = 2). The red branch corresponds to the
unstable O–H libration mode. Imaginary frequencies are plotted
as negative.
Thermal and Nuclear Quantum
Effects
As discussed previously,
an important structural parameter is the interlayer distance c sin β. The IVa → II phase transition causes
a thermal expansion of both KOH and KOD lattices with c sin β increasing by about 3% (see Table ). c sin β is tightly
correlated with the interlayer O–O distance and thus to the
length of the HBs. The introduction of thermal and quantum effects
provides for the IVa phase a better agreement with the experimental
data (see Table , c sin β at 77 K). The high-T II phase
cannot be represented via the static PE phase, which is unstable against vibrations along the y-axis direction. Nonetheless, we anticipate that classical
MD provides good agreement with the experimental data at high temperatures
(see Table , c sin β at 350 K). Isotope effects are indeed modest
at 350 K, and thermal effects are mainly responsible for the microscopic
configuration of potassium hydroxide at room temperature.The
probability distribution of the order parameter, P(θ), has a characteristic double–peak profile (see Figure a). At 77 K, the
two maxima are located at θ ≃ ±40° and correspond
either to clockwise (positive) or anticlockwise (negative) orientations
of the OH and OD dipoles, resulting in HB chain polarized ∥±y. We can discriminate between the FE and AFE arrangements
by looking at the correlation between the polar angles on adjacent
HB chains along the x-axis direction, ⟨θ, θ⟩, via the joint probability
distribution P(θ, θ) (Figure b). Positive and negative correlations denote
parallel (FE) and antiparallel (AFE) configurations, respectively.
As far as the AFE–FE potential energy barrier is concerned,
we do not have a direct estimate when taking into account NQEs at
77 K. Nevertheless, it should lie between the classical barrier at T = 0 K (i.e., 90 meV) and the quantum
one at T = 350 K (ΔF = 18
meV), thus preventing flipping of the H/D atoms within our simulation
time at T = 77 K. Indeed, dipole orientation-switching
events are rare events at this temperature (kBT = 6.6 meV). By selecting distinct initial
conditions for FE and AFE configurations, we computed the mean energy
at 77 K along PIMD simulations for the KOH crystal. The AFE minimum
is slightly more stable than the FE by around 5 meV, in line with
the static calculations that yield the AFE more stable
than the FE by 3 meV. All the previous findings are in agreement with
experimental results that show an AFE order at low temperatures.[17,18] At 215 K, the free energy barrier for the dipole switching is decreased,
allowing the formation of both AFE and FE local arrangements, and
a small number of flips occur within the time scale of our simulation.
At 350 K, there is a rapid flipping of the dipoles, causing a continuous
breaking and formation of the HBs, for both KOH and KOD. There are
four possible degenerate states and none of these states coincides
with the static PE configuration θ = θ = 0.
Macroscopically, this results in a dynamical PE phase, with extremely
tiny isotope effects and a half occupancy of the H/D 4f positions as suggested by the neutron diffraction experiments.[17]
Figure 4
(a) Probability distribution for the microscopic order
parameter
θ and (b) joint probability distribution for θ and θ from ab initio classical MD (cl-KOH/D) and PIMD
simulations (q-KOH and q-KOD). The
subscripts x and x + 1/2 indicate
the position of consecutive HB chains along the x-axis direction. The distributions have been symmetrized.
(a) Probability distribution for the microscopic order
parameter
θ and (b) joint probability distribution for θ and θ from ab initio classical MD (cl-KOH/D) and PIMD
simulations (q-KOH and q-KOD). The
subscripts x and x + 1/2 indicate
the position of consecutive HB chains along the x-axis direction. The distributions have been symmetrized.
Behavior of the HBs
Ultimately, the phase transition
in KOH and KOD is governed by the HBs. It is therefore of primary
importance to analyze their behavior in temperature and how they are
impacted by nuclear quantum effects in comparison to other systems.
First, we remind that there is quite a strong correlation between
the O–O interlayer distance (hence the length of the hydrogen
bonds) and the bending angle θ (see Figure c): long and weak interlayer HBs favor small
bending angles even in the classical T = 0 K picture
and increase c sin β accordingly. Nuclear quantum
effects conspire to make HBs in KOH and KOD even weaker, as shown
by the probability distribution of the HB lengths, P(O···X), as shown in Figure a.
Figure 5
(a) Probability distribution for the O···X
length
and (b) joint probability distribution for the ∠O–X···O
angle and the O–O distance from ab initio classical
MD (cl-KOH/D) and PIMD simulations (q-KOH and q-KOD).
(a) Probability distribution for the O···X
length
and (b) joint probability distribution for the ∠O–X···O
angle and the O–O distance from ab initio classical
MD (cl-KOH/D) and PIMD simulations (q-KOH and q-KOD).At 77 K, the quantum P(O···D) is
peaked at 2.17 Å and the P(O···H)
at 2.21 Å; classical MD yields much shorter O···H
distances (2.07 Å). The distribution P(∠OXO,
OO) of the ∠O–X···O angle, as shown in Figure b as a function of
the O–O distance, clearly shows that in the quantum framework,
HBs depart from linearity (∠O–X···O =
180°) significantly even at 77 K; ∠O–X···O
angles below 160° are correlated to large O–O distances:
the corresponding HBs are thus much more stretched than quasi-linear
ones.The previous effects are a direct consequence of the large
angular
quantum fluctuations on the proton, which stretch HBs and weaken them
significantly with respect to the classical frame. Quantum fluctuations
at low temperatures are slightly milder upon deuteration, as they
can be seen by comparing the P(∠OXO, OO) distributions
of KOD and KOH at 77 K (Figure b). Therefore, the behavior of HBs in potassium hydroxide
(and the interlayer distance) is opposite to the conventional geometric
isotope effect as introduced by Ubbelohde.[8] Such a behavior can be rationalized in terms of competing effects;[43] the zero-point motion along the O–H (O–D)
stretching mode strengthens the HB. In contrast, fluctuations normal
to the bond (thus on OH or OD bending modes) weaken it considerably.
This latter effect dominates in weak HBs and specifically characterizes
alkali hydroxides, where the H → D substitution leads to a
contraction of HB lengths.[44] As far as
purely thermal effects are concerned, they globally destabilize HBs
in potassium hydroxide, whether they involve protons or deuterons.The classical MD P(O···X) distribution
changes dramatically with temperature; it becomes much broader and
its maximum shifts toward larger values. The classical P(∠OXO, OO) consistently shows larger angular fluctuations
and O–O distances. At 350 K, P(O···X)
shows a broad peak for the HB length, which is centered at 2.38 Å
for KOH and 2.34 Å for KOD, with the classical peak very close
to this value. The difference between KOH and KOD is negligible at
this temperature, which is consistent with the fact that they share
the same interlayer distance. At 350 K, the region ∠O–X···O
< 130° is populated, which corresponds to an O–O distance
>3.4 Å, a value for which the HBs are almost broken.
Conclusions
KOH/KOD provides an interesting example in which nuclear quantum
effects are strongly connected with other properties. NQEs impact
the interlayer distance because HBs are weak and in turn a cascade
of other effects. This apparent complexity can be untangled in a rather
straightforward manner. We propose an atomic-scale model for the low-T IVa → high-T II transformation
of KOH and KOD crystals, including both thermal and nuclear quantum
effects. To summarize, in the low-T IVa phase, the
positions of hydrogen atoms are alternately tilted in the b direction and correlated in the a direction
in an AFE arrangement. On the other hand, the high-T II phase is characterized by an uncorrelated motion of the hydrogen
atoms and, consequently, a dynamical disorder of FE–AFE states,
that is, a dynamical PE phase with half occupancy of H and D sites.
We thus confirm the order–disorder phase transition as originally
suggested by Bastow et al. and illustrated by the
large entropy contribution to the free energy. The transition temperature
shift of 24 K upon deuteration, as observed experimentally, is a clear
sign that NQEs contribute significantly to the transition mechanism.
Both thermal and quantum zero-point fluctuations, which are larger
in KOH than in KOD, are indeed responsible for the flipping back and
forth of the H and D atoms and the two possible orientations of the
OH/OD dipoles along a zig-zag chain of HBs between the layers. The
transition also involves a large increase of the interlayer distance
in the c direction. This interlayer region is the
locus of weak HBs, a specific feature that distinguishes KOH/KOD crystals
and most alkali hydroxides from other HB-based FEs such as KDP, which
are characterized instead by strong HBs. KOH/KOD is highly impacted
by quantum fluctuations, which further weaken the HBs and are at the
origin of an inverse Ubbelohde effect, as observed at low temperatures
(O···D shorter and stronger than O···H).
This leads to an appreciable difference in the lattice parameters c and β for the two isotopologues: in KOD the bilayers
are closer. To conclude, it is striking that a so simple system will
exhibit such strong quantum-driven behavior at ambient pressure and
such an easily accessible temperature.