Journal of Materials

Journal of Materials / 2013 / Article

Research Article | Open Access

Volume 2013 |Article ID 206952 |

Aleksandra W. Cyganiuk, Roman Klimkiewicz, Andrzej Olejniczak, Anna Kucińska, Jerzy P. Łukaszewicz, "Nanoscale Phenomena Occurring during Pyrolysis of Salix viminalis Wood", Journal of Materials, vol. 2013, Article ID 206952, 9 pages, 2013.

Nanoscale Phenomena Occurring during Pyrolysis of Salix viminalis Wood

Academic Editor: Eric Guibal
Received13 Nov 2012
Accepted13 Mar 2013
Published10 Apr 2013


Selective utilisation of unique properties of Salix viminalis wood enables preparation of materials of nanotechnologic properties. Thermal decomposition of lignin-cellulose organic matter results in the formation of a nanostructured porous carbon matrix (charcoal). Narrowed pore size distribution (PSD) in the subnanometer range allows to consider the charcoals as carbon molecular sieves (CMSs), which are capable of separating even chemically inert gases like neon, krypton, and nitrogen. High tolerance of Salix viminalis to heavy metal ions enables enriching living plant tissues with metal ions like lanthanum and manganese. Such ions may later form LaMnO3 with parallel transformation of plant tissues (organic matter) to carbon matrix using a heat treatment. In this way, one gets a hybrid material: a porous carbon matrix with uniformly suspended nanocrystallites of LaMoO3. The crystallites are in the catalytically active phase during the conversion of n-butanol to heptanone-4 with high yield and selectivity.

1. Introduction

Thermal treatment of biomass (including wood) is usually seen as an ordinary technological process. However, in some cases, this process may trigger some phenomena, which, doubtlessly, should be regarded as a part of widely understood nanotechnology, because of the properties of materials obtained during pyrolysis. The current research is aimed to prove that the terms “nanomaterial,” “nanotechnology,” “nanoscale” should not be exclusively considered in relation to artificial, synthetic materials obtained by sophisticated methods. We demonstrate on selected examples that nanoscale effects are achievable by particular treatments of natural products and/or by utilisation of phenomena, which occur in living plants. The presented examples relate to the plant called Salix viminalis. Salix viminalis is one of so-called short-rotation coppice [1], planted as an easily renewable source of energy [2]. There are almost no other cases of utilising Salix viminalis beside those related with energy or phytoremediation [3] of water and soil. Apart from its proved high tolerance to heavy metal ions, Salix viminalis grows very fast in the mild climate zone, yielding hard wood in large quantities per a single hectare of crop area [4]. The high agricultural yield of Salix viminalis may considerably reduce the cost of products obtained from this material, provided that proposed methods are implemented in the industrial use.

1.1. Carbon Molecular Sieves

Carbon molecular sieve (CMS) is often defined as a carbonaceous material of a narrowed pore size distribution (PSD). CMS is widely used for gas separation [7], purification of mixtures, or in catalytic processes [8]. The phenomenon of selective adsorption depends not only on the size of pores, but also on other properties of CMS, such as electron properties. Unlike the other known molecular sieving mineral materials [9], CMSs possess adequate chemical (pH) and thermal (in an inert atmosphere) stability and high hydrophobicity (if not chemically modified). Number of procedures and precursors for preparing CMSs have been proposed and developed since the discovery of molecular sieving effect of Saran char in the late 1940s [10]. More recently, highly ordered microporous and mesoporous materials, like zeolites or MCM silicas, have proved to be useful molecular sieves [11]. Silicas, as well as other inorganic materials, may also serve as a template for fabrication of carbon porous adsorbents of an adjustable pore structure [12]. However, the application of proposed methods in mass production of CMSs remains complicated as it involves several production steps and requires hazardous reagents. Further more, the product yield of the complex fabrication methods seems to be rather low, and therefore these methods are hardly applicable for industrial aims. Nearly the same shortcomings relate to fabrication of carbon nanotubes (CNTs). In general, after opening and fragmentation, CNTs might be regarded as a carbon-type adsorbent of narrowed pores size distribution (PSD) [13]. Such narrowed PSDs were mentioned also for active carbons, for preparation of which, initial materials were wood shells of walnut [14] or palm fruit [15]. It is claimed that such fabricated active carbons possess pore structure typical for molecular sieves, but in many cases, the determined PSD is not narrowed and therefore being far from the ideal one [16]. Regarding the mentioned applications of solids of narrowed PSD (including CMSs) and the shortcomings of some already discovered fabrication ways, one has to state that there is an obvious need for an inexpensive carbon-type adsorbent, in which pores are really uniform and their size is below 1 nm, that is, somehow similar to size of molecules and atoms.

1.2. Formation of Metal Oxide Nanocrystallites in Carbon Matrix

Carbon-based materials are of a great interest in terms of their application in catalysis [17]. Such materials are catalysts, themselves but more frequently, they serve as a support for an actual catalytic phase, which often consists of metal/metal oxide clusters [18]. Laboratory practice exploits several routine ways to obtain carbon-based materials with metal/metal oxide clusters on the surface. The most classic methods are colloid deposition, electroplating, and ion exchange [19]. Currently available methods have not been applied for the deposition of clusters of perovskite-type oxides. Perovskite-type oxides are applied as oxygen reduction catalysts for fuel cells [20] or air-metal batteries [21]. Besides that, one of the newest trends in catalysis is the application of pure perovskite type oxides for the conversion of n-alcohols into aldehydes and/or ketones. Some catalysts are able to perform a secondary condensation of created aldehydes into ketones containing 2n-1 carbon atoms in the aliphatic chain. The “n” mark denotes the number of C atoms in n-alcohol, which undergo the conversion. Lanthanum and manganese containing perovskite type oxides [22, 23] belong to the group of catalysts of potential catalytic activity towards ketonization of primary alcohols. Moreover, the application of carbon-type catalyst support enables utilisation of specific surfaces [24, 25] and catalytic [26, 27] properties of carbon. In addition, one may expect that some synergetic effects occur in the metal oxide-carbon [28, 29] system as often happens in case of other hybrid catalysts.

2. Experimental

2.1. Fabrication of Molecular Sieves

Harvested Salix viminalis rods are dried and grounded into shavings, about 1 cm long, then pyrolyzed. Carbonisation is carried out in two stages: (I) the preliminary stage—1 h at 600°C for expelling some volatile species (II) the secondary stage—1 h at arbitrarily chosen temperature (600, 700, 800, and 900°C) for expelling residual volatile fractions and the formation of nanopore-rich polycrystalline carbon matrix. Such carbons were denoted as SV. Two first numbers after the SV symbol like SV6171 describe primary carbonization (e.g., 6–600°C, 1-1 hour), while the two remaining numbers describe secondary carbonization (e.g., 7–700°C, 1-1 hour). Additionally activated carbon sample were prepared as well. Raw Salix viminalis wood was saturated for 48 h with ZnCl2 solution (4 mole/dm3). The saturation was followed by a standard two-step carbonization: preliminary (1 h at 600°C) and secondary (1 h at 600°C). Carbonized samples were intensively rinsed with water to eluate ZnCl2 which is leaving cavities (pores) in carbon matrix. Such activated carbon was denoted as DSV.

2.2. Fabrication of Hybrid LaMnO3/Carbon Catalysts

Recently, one of us proposed [30] a novel way of fabricating hybrid carbon-based metal oxide-containing materials. The novelty of the method consists in the exploitation of natural phenomenon of metal ion transportation in living plants. Metal ions, after introduction to transport-responsible tissues in a living plant, are transported to almost every cell, since Salix viminalis is highly tolerant to the presence of metal ions (including heavy metals) in its body. Freshly cut stems of Salix viminalis were immersed (vertical alignment) in a water solution containing equimolar quantities of La(NO3)3 and Mn(NO3)2 (example concentrations: 0.001 M, 0.01 M, and 0.1 M). The stems retained the ability of intensive capillary suction resulting in a gradual rise of the solution along the stems. After saturation with La3+ and Mn2+ ions, the stems were dried, diminished, and carbonized (600–800°C, a two-step procedure) in an inert gas atmosphere (N2). First, the metal ion saturated wood was carbonized for 1 h at 600°C (N2 atmosphere) in order to remove volatile species and to transform the wood (lignin-cellulose) matrix into carbon-based matrix. Next, heat treatment (1 h, N2 flow) at the temperature of 800°C enabled preserving developed pore structure, and, what is the most important, it enabled the transformation of introduced metal ions into appropriate metal oxides.

2.3. Determining a Pore Structure

The pore structure and specific surface areas were determined using a widely accepted method, which utilises the phenomenon of low temperature adsorption of chemically neutral gases [31]. Authors applied nitrogen as an inert adsorptive. Nitrogen adsorption isotherms were recorded at the temperature of liquid nitrogen (−196°C) using Micromeritics ASAP 2010. The standard software provided by the manufacturer of ASAP 2010 was employed for the regression of primary obtained adsorption data (nitrogen adsorption versus relative partial pressure of the adsorptive). Two regression models were applied: BET [32] for the calculation of specific surface area of carbons and H-K method [33] for the calculation of pore size distribution (PSD) [34]. No changes were introduced to the standard calculation procedures offered by the commercial software [35]. All tested carbon samples were degassed in vacuum (0.133 Pa) at elevated temperature (250°C) for extended time (3 hours) before nitrogen adsorption measurements.

2.4. Gas Mixture Separation

Chromatographic tests were performed using a gas chromatograph Schimadzu GC-14B, supplied with a TCD detector kept at constant temperature of 110°C. Carrier gas (helium) was fed with 10, 15, 20, 25, 30, 40, and 50 mL/min intensities. The flow rate value was set, depending on the results of van Deemter optimisation procedure, performed prior to the separation tests. A glass chromatographic loop was 2.5 m long and its inner diameter was 2.6 mm. The separation tests were performed at several temperatures (70, 60, 50, 40, and 30°C) and consisted in recording of chromatograms for injected samples (pure gases, 2-component and 3-component mixtures). The chromatograms let us determine retention times and separation factors.

2.5. Catalytic Tests

The conversion of n-butanol was applied as a testing reaction. All runs were performed at the atmospheric pressure without addition of any carrier gases. A vertical quartz reactor of 10 mm inside diameter with a fixed bed containing 4 mL (0.77 g only) of catalyst of 0.6–1.2 mm particle size was used. The reactor was placed in a vertical pipe furnace. The tests were initiated at 300°C and conducted in a function of increasing temperature up to 480°C. Alcohol was introduced to the preheating zone at the top of the reactor, using a syringe infusion micropump at the variable flow rate of 1 to 3 mL/h. The products were analysed using gas chromatography.

2.6. Other

The morphology of the samples was investigated by means of an electron microscope (LEO 1430 VP, Electron Microscopy Ltd.) which was supplied with two detectors for secondary electrons (SEs), back-scattered electrons (BSEs), and X-ray elemental analyser (EDX). Such experimental setup enabled authors to determine the elemental composition of specific areas and display all details on scanning electron images (HRTEM (JEOL, JEM 2000 EX)). Apart from SEM observations, other investigations were performed as well.

3. Results and Discussion

The obtained carbon consists mainly of C, O, N, and H atoms (Table 1). Table 1 additionally presents original data obtained by the authors on the elemental composition of carbons produced by pyrolysis of other nonconventional kinds of wood. The results obtained for Salix viminalis are typical for wood originated chars which in ca. 80% (atomic content) consists of carbon. Such chars are also characteristic by high content of oxygen (ca. 15%) which influences severely the selection of a test gas for PSD determination that is practically excluding polar species like CO2.

Carbonized plantElement content (% w/w)
COCaMgKResidual elements

Basket willow (wood)
Salix viminalis
Elder (wood)
Sambucus nigra
Brittle willow (wood)
Salix fragilis
Common pine (wood)
Pinus sylvestris
Pistachio tree (fruit shells)
Pistacia vera
Plum tree (fruit stone)
Prunus domestica
Norway maple (wood)
Acer platanoides
Black poplar (wood)
Populus nigra
Common birch (wood)
Betula pendula

3.1. Formation of Uniform Nanopores in Carbon Matrix Obtained by Carbonisation of S. viminalis Wood

Figure 1 depicts a nitrogen adsorption isotherm, recorded at −196°C for investigated carbonized Salix viminalis wood pieces. The determined nitrogen adsorption isotherms for such carbons were of the type I of the IUPAC classification, with the plateau reached for very low values of relative pressures ( ) of the adsorbate. Such shape of isotherms allows to assume that the adsorbent is potentially a strictly microporous (nanoporous in fact) solid material; however, this assumption has to be proved by additional analyses. Regression of the adsorption data [33] pointed out very narrowed PSD which was the main aim of the performed research: inexpensive fabrication of nanosized molecular-sieve type carbons. The effective diameter of pores is definitely below 1 nm, what makes such produced carbons a unique and promising adsorbent for gas separation aims [36] (see later chapters). Beside gas separation, gas storage may be regarded as another possible field of application for these carbons. In the case of simple carbonization of Salix viminalis wood, specific surface area of raw carbons reaches the values of 300–400 m2/g. Structure of investigated CMSs is depicted in the HRTEM micrograph (Figure 2). The carbon phase consists of numerous ordered domains, which are randomly oriented graphite crystallites. Similar concept of the structure of pyrolytic carbons is widely presented in the literature in forms of idealized diagrams. Differently oriented graphene sheets built slit-like cavities, which are considered as typical pores in partly graphitized pyrolytic carbons.

Just obtained raw pyrolytic carbons and/or organic precursors for their fabrication can be subjected to several procedures leading to the development of the total micropore volume and specific surface area (H3PO4 and CO2 activation procedures). The activation treatments increase the total nitrogen uptake at above 0.95, but the shape of the nitrogen adsorption isotherm and PSD remained unchanged. The same effect, that is, qualitatively unchanged PSD, has been found as a result of fabrication procedures performed at different carbonization temperatures. Up-to-date obtained results enable us to state that most of the mentioned activation methods lift the value of specific surface area above 1100 m2/g. In general, activation procedures yielded carbons of a well-developed surface area and micropore volume. However, the previously mentioned very narrow PSD, observed for nonactivated carbons, was preserved in case of activated carbons.

In general, the PSD determination is a complex analysis, with results highly dependant on the kind of adsorptive, that is, a gas being physically adsorbed by the solid under investigation. The regression model of adsorption data plays a crucial role as well. Usually, Ar, N2, and CO2 are applied for this purpose. According to some studies [37], the usefulness of N2 is limited due to its slow diffusion into micropores (linear diameter below 2 nm) at −196°C. Physical adsorption of CO2 (at 0°C or 25°C) was proposed as new standard procedure for PSD determination [37] regardless of some evidently negative properties of CO2.(i) CO2 is not chemically inert, particularly at room temperature (evident acidic properties which may lead to specific reaction with base centres on the surface). (ii) CO2 molecule is not a dipole but high negative charge is cumulated on both O atoms (specific molecular interactions may be expected).(iii) CO2 has a specific longitude shape (“long” 3-atom linear molecule may cause orientation issues).

Recently, some research suggested inapplicability of N2 preferring CO2, in contrast to other studies proving comparativeness of Ar, N2, and CO2 results in terms of PSD determination [38]. Theoretical simulation of Ar, N2, and CO2 adsorption [3941] in a model pore structure proved particular usefulness of Ar as a probe gas. Low temperature adsorption of N2 was let to determine PSDs only slightly differing from Ar-based PSDs. According to the studies, applicability of CO2 in case of carbons of high content of heteroatoms (particularly oxygen) seems to be limited in case of the carbon surface with implanted surface functional groups, since numerically generated CO2-based PSDs suffered from the presence of false pores (nonexisting in the assumed pore structure). Thus, despite some objections, N2 adsorption at −196°C may still serve as a standard experiment, providing reliable qualitative information on the run of PSD curves for real carbons, particularly those obtained by carbonisation of wood (high contents of polar surface oxygen and nitrogen groups).

3.2. Separation of Inert Gases by Means of Nanoporous CMS

In the light of the perveious statements, the obtained Salix viminalis-originated carbons possess molecular sieve-type pore structure, which is dominated by ultra-fine pores of size placed in the subnanometric range. Such discrete pore size distribution should be proved in practice despite determination of PSD functions presented earlier. Authors proposed a gas mixture separation (N2 and Kr) in dynamic conditions. The gases differ from each other in terms of symmetry, Kr is supposed to be a sphere (no dipole or quadrupole moment), while N2 is a linear molecule with differentiated size if measured along or perpendicular to the nitrogen-nitrogen triple bond. In some circumstances, quadrupole moment of N2 molecule may play important role. The literature quotes similar kinetic diameter for nitrogen and krypton (N2—0.364 nm and —0.360 nm) [42], but some resources [43] suggest other diameters of N2 molecule, depending on the molecule orientation, that is, whether measured perpendicular to N–N bond (0.300 nm). Separation of the slightly differing (geometrically) gases might be effective, provided an adsorbent contains pores of a size comparable to dimensions of the molecules under consideration. In practice, high content of nanopores (diameter below 1 nm) provides effective gas separation as in pressure swing adsorption (PSA) air separation method. In our study, a mixture of Kr and N2 was injected into a chromatographic column packed with nanosized CMS, originated from Salix viminalis wood. Table 2 contains retention times, while Table 3 presents the data from Table 2 recalculated to separation factors for both gases.

± ± ± ± ±

Carbon SV6163


Carbon DSV6161


: retention time (s).

Gas mixture Kr + N2
±Δ ±Δ


Retention times for Kr are, in general, very long (minimum 8 minutes) at all investigated temperatures (30–70°C) or even longer than 20 minutes. Krypton atoms are retained, on average three times longer in the column filled with nanosized CMSs obtained from Salix viminalis. This may result from comparable dimensions of potential energy “well” in nanopores (calculated linear dimension below 1 nm) and the size of Kr atoms which leads to a relatively durable entrapment of the atoms in pores. Retention times in the same experimental conditions for N2 are considerably shorter, ranging from 3 to 4.5 minutes and only slightly depending on the temperature of measurement conditions. The effect of shorter retention may be explained by several factors, one of which is a nonspherical shape of N2 molecules. This conclusion seems to be probable since isosteric heat of adsorption on microporous carbons (carbon molecular sieves) is very nearly equal for N2 (23.9 ± 0.8 kJ/mol) and for Kr (22.9 ± 0.3 kJ/mol) [44]. Thus, natural tendency to prefer exothermic processes does apply to this case. Extensive studies [44] on the mechanism of adsorption on CMS led to the conclusion that two basic factors are essential for the overall process: (1) entering the pore (based on relent potential barrier at the pore entrance) and (2) diffusion along the pore (based on spot-to-spot hopping mechanism). However, author stated [44] that the rate-limiting process was the entry through the pore aperture, which may be considered as a “geometric factor,” being in fact a certain potential barrier at the entrance. Both factors (1) and (2) are somehow summarized in the observed adsorption rate. If entering pores is a key factor as suggested and proven in several studies, even small differences in size and shape of adsorbing molecules highly influence adsorption-desorption kinetics. Such phenomenon is utilised in air separation for N2 and O2. The size of both biatomic molecules slightly differs (kinetic diameters: N2—0.364 nm and O2—0.346 nm), but oxygen desorption kinetics is faster than of nitrogen, and oxygen is released prior to nitrogen from pressurized chambers in the PSA method for air separation [45]. That enables efficient separation of the two basic components of air, which is commonly used in industry, over active carbon bed, provided its porosity is properly tailored (sub-nanoscale pores dominate). Moreover, adsorption/desorption activation energies can also favour faster adsorption/desorption of oxygen. Studies [46] on the adsorption of oxygen and nitrogen on CMSs proved differences in adsorption/desorption activation energies. The activation energy for nitrogen adsorption was (at 30–70°C) ca. 43 kJ/mol, while the corresponding value for oxygen was (0–40°C) ca. 35 kJ/mol. That resulted in a relatively fast adsorption/desorption of oxygen if compared to nitrogen.

We assume that a corresponding situation occurs in our study, causing fast adsorption/desorption of nitrogen (short retention times) and slowing the processes down in the case of krypton (long retention times). Thus, smaller molecules, like specifically oriented N2, may relatively easily pass through the centre of pore entry (where the height of barriers is the lowest), even having low kinetic energy.

Weak dependency of nitrogen retention times on temperature if compared to Kr was observed. Bigger Kr atoms must possess high kinetic energy in order to overcome repulsing potential barrier at the pore entry. Therefore, the observed Kr retention times are more temperature dependent.

3.3. Formation of Nanoclusters of Complex Oxide (LaMnO3 Perovskite) in Carbon Matrix, Obtained by Carbonization of S. viminalis Wood: Fabrication of a Catalyst for Ketonization of n-Alcohols

Figure 3 presents a series of HR-TEM images recorded for a carbon, obtained by carbonization of Salix viminalis wood, previously enriched (saturated) with La and Mn atoms. Short carbonisation times did not lead to the formation of LaMnO3, crystals [47] in the carbon amorphous matrix. However, EDS/EDX maps show common occurrence of La and Mn atoms in particulars spots in the carbon matrix. Important changes are visible for samples, subjected to a heat treatment for 22 hours. This observation is consistent with other studies on the synthesis of pure LaMnO3 [47] and formerly presented XRD diffraction studies, in which diffraction spectra were in perfect agreement with XRD spectrum recorded for LaMnO3.15 [48].

Figure 4 shows that the extension of heat treatment time (22 hours) leads to the formation of crystalline inorganic nanoclusters inserted into carbon matrix, with apparent results of graphitization. Past XRD and XPS investigations [49] doubtlessly proved that clusters consist of LaMnO3 with no significant excess of other lanthanum and manganese derivatives like single metal oxides (La2O3, Mn2O3, and/or MnO2). Thus, there is a real background to state that during carbonisation of mixed metal ions in plant tissues, even complex metal oxides, like perovskite-type oxides, may participate at synthesis, in the form of nanocrystallites, whose diameter is ca. 10 nm. Such high dispersion of LaMnO3 nanocrystallites results from uniform distribution of La3+ and Mn2+ ions in the living plant cells. During carbonisation, an organic matter transforms into a porous carbon matrix, while the metal cations react, yielding perovskite-type oxide crystallites, separated by layers of carbon.

Despite the performed impregnation of raw wood with metal cations (La3+ and Mn2+), the obtained hybrid material (LaMnO3/carbon) is still porous and resembles a perfect molecular sieve. The run of PSD functions for LaMnO3/carbon samples is as narrow as for raw carbons, which do not contain inorganic phase. However, intensive enrichment of S. viminalis wood with La and Mn resulted in reduced specific surface area from 404 m2/g (sample D0.01 LaMn 61822) to 235 m2/g (sample D0.1 LaMn 61822) upon increasing concentration of impregnating solutions from 0.01 M to 0.10 M.

Some results of catalytic tests consisting in conversion of n-butanol are presented in Figure 5. One may state that the tested perovskite-type oxide LaMnO3 in the form of nanocrystallites is an active catalyst, at higher temperatures but also for the formation of ketones (heptanone-4). In the same experimental conditions, pure carbon samples, that is, without LaMnO3, are not catalytically active. Thus, the noticed catalytic activity results from the presence of real catalysts—LaMnO3 nanocrystals. The material is less active (Figure 5) than pure LaMnO3; however, the catalysts phase content is extremely low (ca. 0.30% atomic content of La and Mn atoms proved by XPS measurements). The tested catalysts show activity (yield and selectivity) comparable to other hybrid catalysts (carbon black—LaMnO3) containing 10% of the perovskite-type oxide (by weight). Both key catalytic parameters, that is, selectivity and yield, are satisfactory at this stage of research. Even in extreme conditions, liquefied products were colourless without any yellowish shade. The shade would be a sign of undesired products like some resins and tars products.

4. Conclusions

Salix viminalis seems to be an ordinary woody plant, but it possesses unique features like organic tissues transforming into a durable strictly porous carbon matrix, resembling a perfect molecular sieve (very narrow PSD function). Its second useful feature is a high tolerance to heavy metals, what enables saturation of plants’ living tissues with heavy metal ions. Carbonisation of metal saturated tissues leads to the formation of metal oxide (even complex oxides like LaMnO3) crystallites suspended in the carbon matrix. Both pore size in carbon matrix and the size of metal oxide crystallites enable accounting such obtained materials to the group of nanomaterials: nanoporous carbon adsorbent and hybrid LaMnO3 (nano-dispersed)/carbon catalyst. Sieving properties were proved by fast and efficient separation of N2/Kr gas mixture over the nanoporous carbon adsorbent despite minimal differences in the dimensions of nitrogen molecule and krypton atom. The presence of highly dispersed LaMnO3 phase on the carbon-type support enabled effective conversion of n-butanol into heptanone-4, despite the minute content the catalytically active phase.


PSD:Pore size distribution function
CMS:Carbon molecular sieve
CNT:Carbon nanotube
BET Surface Area:Specific surface area determined by BET method (m2/g)
HRTEM:High resolution transmission electron microscopy
SEM:Scanning electron microscopy
EDS/EDX:Energy-dispersive X-ray spectroscopy (or XEDS).


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