Convergent and divergent beam electron holography and reconstruction of adsorbates on free-standing two-dimensional crystals

T. Latychevskaia , C. R. Woods , Yi Bo Wang , M. Holwill , E. Prestat , S. J. Haigh , K. S. Novoselov

Front. Phys. ›› 2019, Vol. 14 ›› Issue (1) : 13606

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Front. Phys. ›› 2019, Vol. 14 ›› Issue (1) :13606 DOI: 10.1007/s11467-018-0851-6
RESEARCH ARTICLE
Convergent and divergent beam electron holography and reconstruction of adsorbates on free-standing two-dimensional crystals
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Abstract

Van der Waals heterostructures have been lately intensively studied because they offer a large variety of properties that can be controlled by selecting 2D materials and their sequence in the stack. The exact arrangement of the layers as well as the exact arrangement of the atoms within the layers, both are important for the properties of the resulting device. However, it is very difficult to control and characterize the exact position of the atoms and the layers in such heterostructures, in particular, along the vertical (z) dimension. Recently it has been demonstrated that convergent beam electron diffraction (CBED) allows quantitative three-dimensional mapping of atomic positions in three-dimensional materials from a single CBED pattern. In this study we investigate CBED in more detail by simulating and performing various CBED regimes, with convergent and divergent wavefronts, on a somewhat simplified system: a two-dimensional (2D) monolayer crystal. In CBED, each CBED spot is in fact an in-line hologram of the sample, where in-line holography is known to exhibit high intensity contrast in detection of weak phase objects that are not detectable in conventional in-focus imaging mode. Adsorbates exhibit strong intensity contrast in the zero and higher order CBED spots, whereas lattice deformation such as strain or rippling cause noticeable intensity contrast only in the first and higher order CBED spots. The individual CBED spots can thus be reconstructed as typical in-line holograms, and a resolution of 2.13 Å can in principle be achieved in the reconstructions. We provide simulated and experimental examples of CBED of a 2D monolayer crystal. The simulations show that individual CBED spots can be treated as in-line holograms and sample distributions such as adsorbates, can be reconstructed. Individual atoms can be reconstructed from a single CBED pattern provided the later exhibits high-order CBED spots. The experimental results were obtained in a transmission electron microscope (TEM) at 80 keV on free-standing monolayer hBN containing adsorbates. Examples of reconstructions obtained from experimental CBED patterns at a resolution of 2.7 Å are shown. CBED technique can be potentially useful for imaging individual biological macromolecules, because it provides a relatively high resolution and does not require additional scanning procedure or multiple image acquisitions and therefore allows minimizing the radiation damage.

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Keywords

graphene / two-dimensional materials / van der Waals structures / electron holography / convergent beam electron diffraction

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T. Latychevskaia, C. R. Woods, Yi Bo Wang, M. Holwill, E. Prestat, S. J. Haigh, K. S. Novoselov. Convergent and divergent beam electron holography and reconstruction of adsorbates on free-standing two-dimensional crystals. Front. Phys., 2019, 14 (1) : 13606 DOI:10.1007/s11467-018-0851-6

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1 Introduction

In convergent beam electron diffraction (CBED) [1], an electron wave of a wavelength much shorter than interatomic distances passes through the sample and its phase acquires a weak change caused by the interaction of the electron wave with the atomic potential of the sample. Because of the convergence of the incident wavefront, the intensity distribution of the scattered wave in the far field can be interpreted as acquired from a sample that is being illuminated at different angles. This in turn allows capturing three-dimensional information about atomic distributions in the sample. Recently, CBED imaging of two-dimensional crystals was demonstrated [2-4], where interpretation of CBED patterns was more straightforward than in the case of three-dimensional crystals [5-12]. For two-dimensional materials the interpretation of the intensity contrast in individual CBED spots is simpler than in the case of thick sample, because it directly maps the atomic distribution and deformations such as ripples. The sample position in a convergent electron beam can be changed relatively easily by translating the sample along the optical axis, which allows imaging the sample with convergent or divergent electron beams. A question often raised in this situation is whether imaging is preferable with convergent or divergent electron beams. Below, we answer this question by imaging the same sample in both regimes. Another common question about CBED is the interpretation of the CBED pattern, as it combines properties of a diffraction pattern with an in-line hologram (a defocused image) of the sample. The positions of the CBED spots are the same as the positions of the diffraction peaks. The intensity distribution within a selected CBED spot is an in-line hologram (a defocused image) of the sample, which is formed when convergent/divergent waves illuminate the sample at an angle corresponding to the diffraction angle of that particular CBED spot. Therefore, the intensity distribution of each CBED spot is unique. The expected resolution in the reconstruction obtained from a CBED pattern is a topic that is often discussed. On the one hand, considering the CBED pattern as a diffraction pattern, the resolution should be defined by the position of the highest detected diffraction peak. On the other hand, considering each CBED spot as an in-line hologram, the resolution should be defined by the Abbe criterion where the numerical aperture corresponds to the hologram (CBED spot) size [13]. In this work we address these issues by employing simulated and experimental CBED patterns.

A monolayer of a two-dimensional crystal is a perfect test model to explain the intensity distributions formed in the zero and higher-order CBED spots. A general scheme of CBED experimental arrangement is shown in Fig. 1. Depending on the z-position of the sample (sample height), i.e., Δf<0 or Δf>0, the sample is illuminated with either a convergent or divergent incident wavefront, respectively, which corresponds to underfocus/overfocus in the imaging regime. The diameter of the imaged sample area linearly depends on the defocus distance as |Δf|⋅2tanα, where α is the convergence semi-angle as shown in Fig. 1.

2 Simulated results

2.1 Imaging lattice deformations

In this section we explain and compare the intensity contrast due to lattice deformations, such as out-of plane or in-plane ripples, when imaged in underfocus and overfocus regime.

The distribution of the scattered wave in the far-field U(R) is given by

(1)U(R)≈∫exp(±ikr)rt(r)exp(ik|r−R|)|r−R|dr∝exp(ikR)R∫exp(±ikr)rt(r)exp(−ikrRR)dr,

where ± is for divergent/convergent wavefront, t(r) is a transmission function of the sample, R=(X, Y, Z) is the coordinate in the detector plane, r=(x, y, z) is the coordinate in the sample plane, λ is the wavelength of the electrons, k=2πλ, and at R≫r the approximation |r−R|≈R−rRR is applied. We introduce K-coordinates as K=(Kx,Ky,Kz)=2πλ(sinϑcosϕ,sinϑsinϕ,cosϑ)=kRR=2πλR(X,Y,Z), |K|=k=2πλ, Kz=K2−Kx2−Ky2, where ϑ is the scattering angle and ϕ is the azimuthal angle, and we re-write the distribution of the scattered wave in the far-field in K-coordinates:

(2)U(Kx,Ky)≈exp(ikR)∫exp(±ikr)t(x,y,z)×exp[−i(Kxx+Kyy)]exp(−izKz)dxdydz.

2.1.1 Simulation procedure

Far-field wavefront distribution of the scattered wave was simulated by calculating the sum

(3)U(Kx,Ky)=∑iL(ri)ψ0(ri)exp[−i(Kxxi+Kyyi)]×exp(−iziK2−Kx2−Ky2),

where L(r) is the distribution of atomic positions, i runs through all the atoms in the lattice, ri=(xi,yi,zi) are the coordinates of the atoms, and ψ0(r) is the incident wavefront distribution. ψ0(r) is calculated by simulation diffraction of the spherical wavefront on a limiting aperture (second condenser aperture) positioned at a plane r0:

(4)ψ0(r)=∫∫a(r0)exp(−ikr0)r0exp(ik|r0−r|)|r0−r|dr0,

where a(r0) is the aperture function. CBED pattern was then calculated as I(Kx,Ky)=|U(Kx,Ky)|2.

In the next subsections we derived the phase shifts introduced by in-plane and out-of-plane ripples, when imaging in both convergent and divergent modes. A corresponding sketch for atomic shifts is shown in Fig. 2.

2.1.2 Phase shift caused by an out-of-plane displacement, convergent mode

For convergent mode, Δf<0, the wavefront scattered by an atom at r=(x,y,z) is given by Eq. (2):

(5)U(Kx,Ky)∝exp(ikR)exp(−ikr)×exp[−i(xKx+yKy)]exp(−izKz).

Wavefronts scattered by atoms positioned at r1=(0,0,−|Δf|), r1=|Δf| and r2=(0,0,−|Δf|+Δz), r2=|−|Δf|+Δz|, are given by

(6)U1(Kx,Ky)∝exp(ikR)exp(−ik|Δf|)exp[iKz|Δf|]U2(Kx,Ky)∝exp(ikR)exp[ik(−|Δf|+Δz)]×exp[−iKz(−|Δf|+Δz)].

The corresponding phases of the wavefronts are

(7)φ1=kR−k|Δf|+ΔfKz,φ2=kR+k(−|Δf|+Δz)−(−|Δf|+Δz)Kz,

and the phase difference is given by

(8)Δφz=φ2−φ1=Δz(k−Kz)=Δz2πλ(1−cosϑ),

where we applied Kz=2πλcosϑ. The sketch of the optical path length difference is shown in Fig. 2(a). The corresponding simulations are shown in Fig. 3.

2.1.3 Phase shift caused by an out-of-plane displacement, divergent mode

For divergent mode, Δf>0, the wavefront scattered by an atom at r=(x,y,z) is given by Eq. (2):

(9)U(Kx,Ky)∝exp(ikR)exp(ikr)×exp[−i(xKx+yKy)]exp(−izKz).

Wavefronts scattered by atoms positioned at r1=(0,0,Δf), r1=Δf and r2=(0,0,Δf+Δz), r2=Δf+Δz are given by

(10)U1(Kx,Ky)∝exp(ikR)exp(ikΔf)exp[−iKzΔf],U2(Kx,Ky)∝exp(ikR)exp[ik(Δf+Δz)]×exp[−iKz(Δf+Δz)].

The corresponding phases of the wavefronts are

(11)φ1=kR+kΔf−ΔfKz,φ2=kR+k(Δf+Δz)−(Δf+Δz)Kz,

and the phase difference is given by

(12)Δφz=φ2−φ1=Δz(k−Kz)=Δz2πλ(1−cosϑ),

where we applied Kz=2πλcosϑ. The sketch of the optical path length difference is shown in Fig. 2(a). The phase difference is the same as in the case of convergent probing wavefront. The corresponding simulations are shown in Fig. 3, the intensity inversion will be explained later.

2.1.4 Phase shift caused by an in-plane displacement, convergent mode

For convergent mode, Δf<0, the wavefront scattered by an atom at r=(x,y,z) is given by Eq. (2):

(13)U(Kx,Ky)∝exp(ikR)exp(−ikr)×exp[−i(xKx+yKy)]exp(−izKz).

Wavefronts scattered by atoms positioned at r1=(0,0,−|Δf|) and r2=(a+Δx,0,−|Δf|), where r1=|Δf| and r2=(Δf)2+(a+Δx)2≈|Δf|, and a is the lattice period, are given by

(14)U1(Kx,Ky)∝exp(ikR)exp(−ik|Δf|)exp[iKz|Δf|]U2(Kx,Ky)∝exp(ikR)exp(−ik|Δf|)×exp[−iKx(a+Δx)]exp(iKz|Δf|).

The corresponding phases of the wavefronts are

(15)φ1(Kx,Ky)=kR−k|Δf|+Kz|Δf|,φ2(Kx,Ky)=kR−k|Δf|−Kx(a+Δx)+Kz|Δf|,

and the phase difference is given by

(16)Δφx(Kx,Ky)=φ2(Kx,Ky)−φ1(Kx,Ky)=−Kx(a+Δx).

When Δx=0, the phase shift Δφ=2π, and we obtain

(17)Δφx(Kx,Ky)=−Kx(1)a=2π,

which corresponds to the position of the n-th-order diffraction peak

(18)Kx(n)=n2πa.

The phase shift due to a lateral shift Δx is given by

(19)Δφx(Kx,Ky)=−KxΔx,

which is an odd function of Kx. Thus, for Δx≠0 there will be additional phase shift in opposite CBED spots, as for example in the spots (1¯010) and (101¯0), and these phase shifts will be of opposite sign. At ϕ=0, Δφx(Kx,Ky)=−KxΔx=−2πλΔxsinϑ, the sketch of the optical path length difference is shown in Fig. 2(b). The corresponding simulations are shown in Fig. 4.

2.1.5 Phase shift caused by an in-plane displacement, divergent mode

For divergent mode, Δf>0, the wavefront scattered by an atom at r=(x,y,z) is given by Eq. (2):

(20)U(Kx,Ky)∝exp(ikR)exp(ikr)×exp[−i(xKx+yKy)]exp(−izKz).

Wavefronts scattered by atoms positioned at r1=(0,0,Δf) and r2=(a+Δx,0,Δf), where r1=Δf and r2=(Δf)2+(a+Δx)2≈Δf, and a is the lattice period, are given by

(21)U1(Kx,Ky)∝exp(ikR)exp(ikΔf)exp[−iKzΔf],U2(Kx,Ky)∝exp(ikR)exp(ikΔf)×exp[−iKx(a+Δx)]exp(−iKzΔf).

The corresponding phases of the wavefronts are

(22)φ1(Kx,Ky)=kR+kΔf−KzΔf,φ2(Kx,Ky)=kR+kΔf−Kx(a+Δx)−KzΔf,

and the phase difference is given by

(23)Δφx(Kx,Ky)=φ2(Kx,Ky)−φ1(Kx,Ky)=−Kx(a+Δx).

When Δx=0, the phase shift Δφ=2π, and we obtain

(24)Δφx(Kx,Ky)=−Kx(1)a=2π,

which corresponds to the position of the n-th-order diffraction peak

(25)Kx(n)=n2πa.

The phase shift due to a lateral shift Δx is given by

(26)Δφx(Kx,Ky)=−KxΔx,

which is an odd function of Kx. Thus, for Δx≠0 there will be additional phase shift in opposite CBED spots, as for example, in the spots (1¯010) and (101¯0), and these phase shifts will be of opposite sign. At ϕ=0, Δφx(Kx,Ky)=−KxΔx=−2πλΔxsinϑ, the sketch of the optical path length difference is shown in Fig. 2(b). The corresponding simulations are shown in Fig. 4. Although the formulas for the phase difference is the same for convergent/divergent wavefront, the intensity distribution within a CBED spot is mirror-symmetrically flipped for convergent/divergent wavefront, as evident from Fig. 4.

2.2 Imaging adsorbates

In this section we will explain the intensity contrast formation caused by the presence of adsorbates such as patches of a second layer or individual molecules when imaged in underfocus and overfocus regimes. We will also demonstrate how adsorbates can be reconstructed from individual CBED spots and discuss the achievable resolution.

One might think that CBED imaging at Δf<0 and Δf>0 should provide the same results. This is correct except for when the imaged object is a weak phase object, in which case the CBED patterns acquired at Δf<0 and Δf>0 exhibit opposite contrast. This effect can be explained as follows. The interference pattern is given by UOUR∗+UO∗UR, where UOUR∗ is the object term and UO∗UR is the twin image term [14, 15], where UR=exp(ikR) and UO≈∫o(r)exp(ik|r−R|)dr≈exp(ikR)∫o(r)exp(−iKr)dr. This gives UOUR∗≈∫o(r)exp(−iKr)dr and UO∗UR≈∫o∗(r)exp(iKr)dr, respectively.

During reconstruction procedure, the object term UOUR∗ gives u(r)=∫o(r)exp(−iKr)dr∫exp(iKr′)dK=o(r′) and the twin term UO∗UR gives u(r′=∫o∗(r)exp(iKr)dr∫exp(iKr′)dK=o∗(−r′). A schematics of the positions of the reconstructed object and its twin image is shown in Fig. 5, which illustrates that a complex-valued object o(r) imaged in CBED at Δf>0 (positioned at z>0) and a complex-valued object o∗(−r) imaged in CBED at Δf<0 (positioned at z<0) give rise to the same CBED pattern. The following happens when the same object is imaged in divergent/convergent modes. For a weak phase object the following approximation holds o(r)=exp[iΔφ(r)]≈1+iΔφ(r), and the interference pattern measured in CBED at Δf>0 (object positioned at z>0) is given by

(26)(UOUR∗+UO∗UR)Δf>0(K)∝i∫Δφ(r)[exp(−iKr)−exp(iKr)]dr.

Positioning the same object at z<0, that is measuring it in CBED Δf<0 mode gives an interference pattern described by

(27)(UOUR*+UO∗UR)Δf<0(K)∝i∫Δφ(−r)[exp(−iKr)−exp(iKr)]dr=−i∫Δφ(r′)[exp(iKr′)−exp(−iKr′)]dr′=−(UOUR∗+UO∗UR)Δf>0(−K),

which is a spatially centro-symmetrical-flipped distribution, and when added to constant intensity term |UR|2 it creates to an inverted intensity distribution. This effect of inversion of the contrast and centro-symmetrical flipping of the distributions within CBED spots was demonstrated in the simulations shown in Fig. 3, and will be also demonstrated in the experimental CBED patterns in the following sections.

Monolayer can be described by transmission function t(x,y)=exp[iσVz(x,y)], where σ=2πmeλh2, Vz(x,y) is the specimen projected potential, m is the relativistic mass of electron, e is an elementary charge, and h is Planck’s constant. For example, for graphene, at a radius of 0.1 Å the projected atomic potential of a carbon atom is 0.215 kV·Å and the interaction parameter σ is 1.008 radian/(kV·Å) at a beam energy of 80 keV. This means that a single carbon atom will produce a total phase shift of 0.22 radians [16], and graphene monolayer can be considered as a weak phase sample.

As an example, we simulated and reconstructed CBED pattern of monolayer graphene (G) with a patch (P) on top, the results are presented in Fig. 6. The far-field distribution of the scattered wave was simulated by calculating the following integral transformation [17, 18]:

(28)U(Kx,Ky)=−iλ∫∫ψ0(x,y,z)t(x,y,z)×exp[−i(Kxx+Kyy)]×exp(−izK2−Kx2−Ky2)dxdydz,

where ψ0(x,y) the incident wavefront calculated as defined by Eq. (4), t(x,y,z)≈exp{iσ[VG,z(x,y)+VP,z(x,y)]}, where VG,z(x,y) is the total projected potential of the monolayer graphene and VP,z(x,y) is the total projected potential of the patch. The total specimen projected potential Vi,z(x,y), i=G,P was calculated as a sum Vi,z(r)=∑j=1Nvi,z(r−rj), where rj is coordinate of j-th atom and sum is performed over all atoms in the sample; vi,z(r) is projected potential of a single carbon atom, it is calculated as explained in Ref. [16]. Figures 6(a) and (b) show the simulated phase distribution of the transmission function of the sample. The total specimen potential was calculated by shifting the projected potential of a single atom to the position of each atom in the sample and summing the shifted potentials up (alternatively, it can be simulated via convolution). The complex-valued wavefront U(Kx,Ky) was calculated according to Eq. (28) by applying single FFT. The CBED pattern was then calculated as I(Kx,Ky)=|U(Kx,Ky)|2, shown in Fig. 6(c). From the distributions of the individual CBED spots it is apparent that the patch acts as a weak phase object and creates an intensity contrast that is equal for all order CBED spots. This is a different situation than in the case of lattice deformations, where the contrast increases for higher order CBED spots. Thus, a weak phase objects and lattice deformations can be clearly separated from each other by simply comparing the contrast in high-order CBED spots.

2.2.1 Reconstruction of individual CBED spots

Next, the zero-order and a first-order CBED spots were reconstructed individually as in-line holograms. It was assumed that the wavefront phase distribution in the detector plane is known. This was done to create an ideal situation (without twin image term), and to see what values of phase and amplitude are reconstructed in such an ideal case. The reconstructions were obtained by solving the following integral transformation [17-19]:

(29)u(x,y,z)=iλ∫∫U(Kx,Ky)exp[i(Kxx+Kyy)]×exp(izK2−Kx2−Ky2)dKxdKy,

which was calculated by applying two FFTs as explained in Ref. [18]. The amplitude and the phase distributions were extracted from the reconstructed distribution as |u(x,y,z)| and Arg[u(x,y,z)], respectively.

To interpret the contrast formation in an individual CBED spot and its reconstruction we apply the following consideration. For a graphene monolayer with adsorbates residing on top, weak phase object approximation applies and the transmission function can be written as

(30)t(x,y)≈1+iσVG,z(x,y)+iσVP,z(x,y).

The wavefront in the far-field can be represented as a sum of three terms: U(R)=U0(R)+U1(R)+U2(R) that correspond to the three terms in the transmission function described by Eq. (30). The resulting intensity distribution is given by |U(R)|2. Each CBED spot can be interpreted as an in-line hologram which is formed by interference between a reference and an object waves. In the zero-order CBED spot the reference wave is provided by the non-diffracted wave [term “1” in Eq. (30)] and the object wave is provided by the diffracted wave [term “iσVG,z(x,y)+iσVP,z(x,y)” in Eq. (30)]. In the higher-order CBED spots there is only diffracted wave (no term “1”), so that the reference wave is provided by the wave scattered on the graphene layer (term “iσVG,z(x,y)”) and the object wave is provided by the wave diffracted on the adsorbates layer (term “iσVP,z(x,y)”).

Before reconstruction the selected CBED spot was multiplied with apodization function which blurs the sharp edges and set the values around the spot to a constant value, this helps to avoid effect of diffraction on edges (concentric fringes) superimposed onto the reconstruction [18].

The reconstruction obtained from the zero-order CBED spot is shown in Figs. 6(d–f). Here the contrast of the reconstructed amplitude is almost zero, while the reconstructed phase distribution resembles the patch shape and quantitatively varies from 0 to 0.06 radian, which is less than a phase shift expected from a single carbon atom (0.217 radian). The discrepancy can be explained by the fact that the obtained low-resolution reconstruction exhibits phase distribution that is averaged over the patch.

The reconstruction obtained from the first-order CBED spot is shown in Figs. 6(g–i). As already mentioned, in the higher-order CBED spots the graphene layer provides the reference wave (term “iσVG,z(x,y)”) and the adsorbates provide the object wave (term “iσVP,z(x,y)”). Therefore, the interference is provided by VG,z(x,y)+VP,z(x,y) term that is a real-valued distribution that is expected to be reconstructed as amplitude. The reconstructions shown in Figs. 6(g–i) demonstrate that indeed the reconstructed amplitude distribution resembles the patch shape, while the phase distribution is close to zero. The reconstructed amplitude can be attributed to VG,z(x,y) in the areas surrounding the patch and to the sum VG,z(x,y)+VP,z(x,y) in the patch region. Because in the simulations we assumed the same projected potential of atoms in the graphene layer and in the patch, the reconstructed amplitude values are 1 a.u. and 2 a.u. in these areas, correspondingly.

Rotated patch. To mimic situation when the deposited object consists of atoms whose positions do not exactly match the atomic positions of the supporting lattice, as for example in the case of mismatching lattices (Moire patterns) or a biological macromolecule, we simulated a patch whose lattice was rotated relatively to the support lattice by 10°, Figs. 6(j–o). Note that the intensity distribution in the first- and higher CBED spots changed: the in-line hologram formed by the patch remains at the same position within CBED spot (centered), but the fringe pattern becomes asymmetrical, comparing Figs. 6(g) and (m).

The reconstructions obtained from the zero-order CBED spot are shown in Figs. 6(j–l), they are almost the same as obtained for the not-rotated patch: amplitude and phase distributions are correctly reconstructed, compare Figs. 6(j–l) and Figs. 6(e, f). The amplitude and phase distributions reconstructed from the first-order CBED spot, shown in Figs. 6(m–o), cannot be easily interpreted. The reason is that the interference pattern in a CBED spot is formed by two wavefronts originating from two virtual sources. When the period and the orientation of the lattices of the graphene support and the patch are matching, the two virtual sources share almost the same position. When patch is rotated, the position of the corresponding virtual source is also rotated from its original position, this creates an additional linear phase shift in the CBED spot plane which is then superimposed onto the reconstruction. In principle, when the exact rotation of the patch is known, the linear phase shift can be compensated and correct phase distribution of the patch can be reconstructed. This is however only possible when the lattice period of the patch is the same as of the supporting lattice, which is not true in a general case of a non-periodical macromolecule. In the case of non-periodical object, the wavefront scattered by the object does not exhibit the same diffraction spots as the supporting lattice. Thus, a non-periodical object residing on a crystalline support can be reconstructed only from either the zero-order CBED spot [as we showed in Figs. 6(d–f) and (j–l)] or the entire CBED pattern (as we show below).

2.2.2 Reconstruction of entire CBED pattern

The reconstruction obtained from individual CBED spots exhibit resolution limited by the CBED spot size. A higher resolution can be in principle achieved when reconstructing the entire CBED pattern at once. The intensity distribution of a CBED pattern can be written in form of “holographic” equation:

(31)CBED=|UG|2+|UP|2+UG∗UP+UGUP∗,

where UG and UP are the far-field distributions of the waves scattered by the graphene monolayer and the patch, correspondingly. Here UG can be considered as a “reference” wave, whose distribution can be simulated for a perfect (no defects or ripples) graphene monolayer. Square root of the CBED distribution multiplied with the phase distribution of UG provides a good estimation of UP:

(32)CBED≈|UG|+UG∗U1+UGUP∗2|UG|,

(33)UG|UG|CBED≈UG+UP2.

By propagating backward the wavefront from the detector plane to the object plane we obtain the patch reconstruction as a weak phase object [Eq. (30)]:

(34)UG+UP2→1+iσVG,z(x,y)+iσVP,z(x,y)2≈exp[i(φG(x,y)+φP(x,y)2)]=exp[iφ(x,y)].

The reconstruction consists of the following steps:

(1) Square root of CBED distribution multiplied with the phase distribution of the reference wave UG: UG|UG|CBED.

(2) The resulting wavefront is backward propagated to the sample plane by taking inverse FT of the result of (1).

(3) The phase distribution φ(x,y) is extracted from the result of (2) and the phase distribution of the patch is calculated as φP(x,y)=2[φ(x,y)−φG(x,y)].

As an example, a CBED pattern of a rotated graphene patch on graphene lattice, shown in Fig. 7(a), was simulated and reconstructed. To mimic realistic experimental conditions, only CBED spots up to 5th order were considered in the reconstruction routine. The phase reconstructions obtained from the entire CBED pattern are shown in Figs. 7(b, c). A slight background signal superimposed onto the reconstruction is due to additional terms caused by approximation in Eq. (33). When the positions of atoms are irregular, as in the patch shown in Fig. 7(d), the reconstructed phase distribution exhibits atomic positions that are arranged into a regular lattice, not clear why but the reconstruction becomes very noisy, shown in Fig. 7(e). When noise is added to CBED pattern the resulting reconstruction also becomes noisier, but the atomic positions are retrieved at the same positions as from noise-free CBED pattern, shown in Fig. 7(f). The recovered phase shift values are slightly below the original phase shift values [compare, for example, Fig. 7(a) and Figs. 7(b) and (c)], but it was noticed that when more higher-order CBED spots are included into the reconstruction, the recovered phase shift values approached the original values. It is therefore recommended for high-resolution reconstruction to acquire CBED pattern with higher-orders spots.

2.3 Resolution

Lateral (in the (x, y)-plane) resolution obtained in reconstruction of an individual CBED spot can be evaluated from the Abbe criterion: R=λ2NA, where NA=sinα≈D2Δf and D is the diameter of the imaged area. For the CBED pattern shown in Fig. 6 the resolution calculated from the parameters (Δf=2 μm, D≈40 nm) amounts to 2.1 Å. This resolution also relates to the size of the probing beam in focus. The corresponding reconstructions obtained from individual CBED spots, shown in Fig. 6, exhibit the overall shape of the patch but the individual atoms cannot be resolved.

The lateral and axial (along the z-axis) resolution obtained in reconstruction from entire CBED pattern is given by dx,y=1Δkx,y, and dz=1Δkz, where Δkx,y and Δkz are the available range of k-values, Δkz=k−k2−kx,max2−ky,max2. For the parameters used in the simulated example we calculate: dx,y=0.3 Å and dz=1.9 Å. It should be noted that these values are far from realistic values, because in the simulations we assumed a rather optimistic range of scattering angles detected up to 0.14 radian, when in reality scattering angles within only a few milliradians are detected. Also, for successful reconstruction, the supporting monolayer must provide a perfect reference signal, meaning that it should have no defects or ripples. Below we present experimental data which we reconstruct with the methods described just above and demonstrate the practical limits.

3 Experimental results

CBED patterns were acquired in a probe side aberration corrected Titan ChemiSTEM operated at 80 keV and a convergence semi angle, α, of ~6–8 mrad. The convergence angle provides the expected lateral resolution of about R=λ2NA≈2.6−3.5 Å when reconstructions are obtained from the zero-order CBED spot; it should be noted that the resolution does not depend on the defocus distance. During experiment the convergence angle was kept constant, and the sample height was changed by moving the sample along the optical axis. The images were acquired with a 16 bit intensity dynamic range detecting system.

The present study is not aimed to consider one material in particular, but periodical or hexagonal materials in general. The simulations were done for graphene and the experimental images were obtained on hBN. These two materials are only different in 1.8% of the lattice constant and slightly different scattering amplitudes. Since the chemical specificity of the scattering amplitudes was not accounted for in the simulation, the simulated images in the case of hBN would be the same as in the case of graphene, only re-scaled by 1.8%.

3.1 Defocus sequence

Acquired experimental CBED patterns of an hBN monolayer sample at different Δf are shown in Fig. 8, where the diameter of the imaged area increases from 14 nm (at Δf=1 μm) to 84 nm (at Δf=6 μm). The hBN monolayer sample exhibits some occasional patches of adsorbates, as evident from the high angle annular dark field (HAADF) images shown in Figs. 8(a, b). The HAADF image obtained after CBED pattern was acquired at Δf=6 μm demonstrates that some patches vanished due to radiation damage by the beam [Fig. 8(b)].

Adsorbates and crystal deformations can be easily distinguished from each other by comparing the intensity distribution in the zero-order and higher-order CBED spots. For example, CBED pattern at Δf=2 μm [Fig. 8(d)] exhibits an elongated dark feature in the first-order CBED spots that is not observed in the zero-order CBED spot. This feature can be attributed to a ripple between the two patches. Note that some elongated adsorbate structure is observed in the “before” HAADF image but it is not observed in the “after” HAADF image, Figs. 8(a, b) [indicated by the yellow arrow in Fig. 8(b)]. This can imply that the structure was destroyed during the TEM studies but an imprint in form of a ripple remained in the hBN support. At the same time, a bright feature is observed in the zero-order CBED pattern at Δf=2 μm [Fig. 8(d)] which can be attributed to a remaining fragment of the elongated structure.

3.2 Underocus and overfocus imaging

Experimental CBED patterns of the same region of hBN sample acquired at Δf=5 μm and Δf=−5 μm are shown in Fig. 9. HAADF images acquired before and after CBED imaging demonstrate no visible radiation damage of the sample [Figs. 9(a, b)]. CBED patterns [Figs. 9(c) and (e), respectively] exhibit inversion of the contrast, as expected for weak phase objects. Also the intensity distributions within CBED spots exhibit centro-symmetrical flipping, see the magnified zero-order CBED spots shown in Figs. 9(b) and (c). These two effects are expected for Δf<0 and Δf>0 regimes as was discussed above.

In the CBED patterns shown in Fig. 9, the higher-order CBED spots show somewhat different intensity distributions than the zero-order spot. The explanation is that there are some surface perturbations such as ripples which can be imaged only in the first-order but not in the zero-order CBED spots. For example, for the CBED pattern shown in Fig. 9, there is a darker region in the first order CBED spots as indicated by magenta arrow. Such a dark region is not observed in the zero-order CBED spot and thus cannot be attributed to an adsorbate. The HAADF images of the sample also confirm that there are no adsorbates at this location, as indicated by the magenta arrows in Figs. 9(a, b). Also, as already mentioned above, the intensity contrast due to atomic mis-arrangements is higher in the second-order than in the first-order CBED spots. Thus, the dark region can be explained by a surface deformation at that location, probably because of the stress between the two adjacent adsorbates.

3.3 Reconstruction of zero-order CBED spot as anin-line hologram

Zero-order CBED spot of a CBED pattern can be treated as an in-line hologram and by calculating reconstruction integral as given by Eq. (29), the amplitude and phase distributions of the transmission function of the sample cab be obtained. Below we provide several examples of such reconstructions.

Example 1. HAADF images of the sample acquired before TEM studies are shown in Figs. 10(a) and (b), there are no adsorbates in the studied area. The acquired CBED pattern [Fig. 10(c)] exhibits very weak intensity contrast in the zero-order CBED spot, shown in Fig. 10(d). The amplitude and phase distributions reconstructed from the zero-order CBED spot are shown in Figs. 10(e–g), they exhibit some adsorbate patches. One selected patch exhibits strong contrast in the amplitude distribution [Fig. 10(f)] which implies that the patch consists of some chemical elements that cannot be approximated as weak phase objects.

Example 2. Another example demonstrates the resolution limit of the reconstruction obtained from the zero-order CBED spot. HAADF image of the sample acquired before TEM studies [Figs. 11(a, b)] shows that there are some adsorbates in the studied area. The acquired CBED pattern exhibits strong intensity contrast in the zero-order CBED spot, shown in Figs. 11(c, d). The reconstructed amplitude distribution, shown in Fig. 11(e), exhibits blurred structure when compared to the reconstructed phase distribution shown in Fig. 11(f). This can be an indication that the object exhibits only phase-shifting properties and no absorption, so that its amplitude is close to one. For purely phase objects, the amplitude and phase distribution cannot be correctly recovered from a single reconstruction but they can be recovered by applying an iterative procedure [20, 21]. The reconstructed phase distribution, shown in Fig. 11(f), shows the same patches distribution as imaged in the HAADF images. A selected feature [shown with the blue arrows in Fig. 11(f)] exhibits width of about 8 Å.

Examples 3 and 4. Two more examples of sample distributions reconstructed from the zero-order CBED spot are shown in Figs. 12 and 13. Adsorbate patches of sub-nanometre sizes are observed in the reconstructed phase distributions and can be cross-validated with the corresponding HAADF images. Also here, the reconstructed amplitude distributions exhibit blurred structure when compared to the reconstructed phase distributions, which can be an indication that the imaged objects exhibit only phase-shifting properties and their amplitude is close to one.

3.4 Reconstruction of entire CBED pattern

In the reconstruction obtained from an entire CBED pattern the resolution of the reconstructed structures is given by the order of the available CBED spots. For example, if CBED pattern exhibits spots only up to the first order, no atomic resolution can be expected in the reconstruction. For such CBED patterns, reconstruction of only zero-order CBED spots is meaningful; this is the case for all CBED patterns shown in Figs. 8, 10, 11, and 13. For a successful high-resolution reconstruction the acquired CBED pattern should satisfy the following conditions: (i) it should include higher than the first order CBED spots. (ii) The range of measured K-values also defines the pixels size in the sample domain. Thus, the range of measured K-values must be selected to allow sampling with at least 2 pixels between the atoms. (iii) The pixel size in the detector plane should be selected such that the reconstructed area size is larger than the illuminated area size. (iv) The signal-to-noise ratio should allow detection of interference patterns in the higher-order CBED spots.

At the moment of the experimental acquisition we were not aware of these conditions, and we did not acquire CBED patterns with higher-order CBED spots. An attempt to obtained high-resolution reconstruction from CBED pattern which exhibit up to the second-order CBED spots is shown in Fig. 14. The reconstruction procedure was the same as described above where the reference wave was created as follows. A lattice with period that would match the position of CBED spots was created and the scattered wave was simulated. The measured CBED pattern was low-pass filtered (blurred) until no interference pattern was observed in the CBED spots. The phase of the simulated scattered wave was superimposed with the amplitude obtained from the low-pass filtered experimental CBED pattern, the resulting complex-valued distribution gave the reference wave in the detector plane. Although the resolution in the reconstruction shown in Fig. 14(d) nearly allows resolve individual atoms, the lattice deformations can be clearly seen in the reconstruction.

4 Discussion and conclusions

In conclusion, we showed that CBED of two-dimensional monolayer crystals allows imaging adsorbates and lattice deformations in one single acquisition. Any shift of an atom from its ideal position in the lattice directly translates into enhanced or reduced intensity value. The symmetry of the intensity distribution can be traced back to whether the atomic shift occurred in lateral or in axial directions. By comparing the intensity distributions in zero- and higher order CBED spots, the contributions from adsorbates and lattice deformations can be clearly separated. When the probing wavefront is changed from convergent to divergent, weak phase adsorbates cause a contrast inversion in the CBED spots intensity distributions. It is known that in-line holography (also called defocus imaging) is the best approach to acquire weak phase shifting objects: weak phase objects create a high contrast interference pattern, while they exhibit no contrast when imaged in in-focus mode. A prominent example was imaging DNA molecules embedded into ice, reported by Matsumoto et al., where the in-focus image exhibited too weak contrast but presence of DNA molecules could be identified in their in-line holograms [22]. Each individual CBED spot can be treated as in-line holograms and the distribution of adsorbates can be reconstructed. The resolution of the reconstructed distributions can be evaluated by the Abbe criterion and provided by the divergence angle. The convergence angle can be increased until the CBED spots begin to overlap, which occurs at sinα≈12sinϑ(1) where ϑ(1) is given by the first diffraction order sinϑ(1)=λd(1), where d(1) is the lattice period. This gives the maximal possible resolution of R=λ2sinα≈λsinϑ(1)=d(1) which does not depend on the wavelength of the probing electrons. The obtained resolution of about 3 Å makes the CBED imaging potentially interesting for imaging individual biological macromolecules deposited onto two-dimensional crystal support [23]. The possibility to achieve high resolution in in-inline holographic imaging was recently reported by Adaniya et al, who imaged gold nano-particles and carbon nano-fibers by employing 20 keV energy electrons, at a resolution of ~1 nm defined by the divergence angle of 4.2 mrad [24]. The idea of studying biological macromolecules deposited onto two-dimensional crystal support has been intensively explored lately [25]. The reconstructions of polymersome deposited onto graphene were obtained from a sequence of 40 focal-series images [26] by the exit wave reconstruction method [27]. We showed that, in principle, a single CBED pattern is sufficient to reconstruct the sample distribution, which potentially allows minimizing the electron dose required for imaging individual biomolecules. We also showed in the simulated examples that reconstructions at atomic resolution are possible provided the acquired CBED pattern satisfies the following conditions: it contains the higher-order CBED spots, it is sampled with ΔK values that allow reconstruction of the area that exceeds the illuminated area, and the signal-to-noise ratio in higher-order CBED spots is sufficient to resolve the interference pattern. To conclude, CBED imaging allows encoding the exact three-dimensional atomic positions in CBED patterns, which then in principle can be accurately retrieved by applying a corresponding numerical procedure.

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