Quantification of the boron speciation in alkali borosilicate glasses by electron energy loss spectroscopy

Article metrics


Transmission electron microscopy and related analytical techniques have been widely used to study the microstructure of different materials. However, few research works have been performed in the field of glasses, possibly due to the electron-beam irradiation damage. In this paper, we have developed a method based on electron energy loss spectroscopy (EELS) data acquisition and analyses, which enables determination of the boron speciation in a series of ternary alkali borosilicate glasses with constant molar ratios. A script for the fast acquisition of EELS has been designed, from which the fraction of BO4 tetrahedra can be obtained by fitting the experimental data with linear combinations of the reference spectra. The BO4 fractions (N4) obtained by EELS are consistent with those from 11B MAS NMR spectra, suggesting that EELS can be an alternative and convenient way to determine the N4 fraction in glasses. In addition, the boron speciation of a CeO2 doped potassium borosilicate glass has been analyzed by using the time-resolved EELS spectra. The results clearly demonstrate that the BO4 to BO3 transformation induced by the electron beam irradiation can be efficiently suppressed by doping CeO2 to the borosilicate glasses.


Borosilicate glasses have been widely used, for example, as thermal shock-resistant containers (e.g., Pyrex) and as substrate for liquid crystal displays (e.g., EAGLE XG)1,2,3. By changing the composition of borosilicate glasses the physical and chemical properties of these glasses can be tuned for targeted functionalities4. Alkali borosilicate glasses have also been used to immobilize high-level nuclear waste materials, including plutonium and uranium5. The radioactive elements can be imbedded in the glass matrix and thereby their exposure to the environment can be minimized. In borosilicate glasses, boron has two structural configurations, trigonal BO3 and tetrahedral BO4 units. The ratio of BO4 to BO3 has strong impact on the glass properties4 and several techniques have been developed to quantify the fraction of BO4 in borosilicate glasses, including X-ray absorption near edge structure (XANES)6,7, Raman spectroscopy8, nuclear magnetic resonance (NMR)9 and electron energy loss spectroscopy (EELS)10. Among these tools, 11B magic-angle spinning (MAS) NMR is one of the most reliable methods to quantify the molar ratio, N4 = [BO4]/([BO4] + [BO3]), in boron glasses. However, solid-state NMR instrumentation is not commonly found in the research laboratories. EELS can also be applied to quantify N4 since the BO3 and BO4 units exhibit characteristic features in the corresponding spectrum. However, the electron-beam irradiation effect is almost inevitable in the transmission electron microscope (TEM) and the N4 data have been reported to be lower than those measured by NMR, due to the transformation of BO4 into BO3 units during the signal acquisition11.

TEM has been applied to investigate the microstructure of various materials, such as ceramics, nano-particles, metals and thin films. However, TEM is not a popular technique to study glasses mainly due to the electron-irradiation damage. As insulators most glasses are not conductive in scanning electron microscope (SEM) and/or TEM instruments and thus, severe charging or heating effects can occur during the experiments, which may cause errors in the microstructural characterization. Previous studies have shown that the electron-beam irradiation damage could result in oxygen bubble formation, crystallization or phase separation in glasses12,13,14. In alkali borosilicate (ABS) glasses, one of the irradiation effects is the transformation of tetrahedral BO4 into planar BO3 units as a result of the removal of alkali species out of the illuminated area and the speed of this transformation decreases with the size of the alkali ions increase (Li+, Na+, K+ and Cs+)11. It is reported that the experimental boron K-edge EELS spectra can be fitted using a combination of BO3 and BO4 reference spectra11. However, the obtained N4 values in this manner are always lower than those from the NMR measurements possibly due to the lack of fast EELS spectra acquisition and an insufficient fitting method. In this work, we have designed a script for DigitalMicrograph15 (software for the EELS data acquisition) to record the EELS spectra of the glass fragments upon beam illumination. We have also developed a quantification method for determining the N4 from the boron K-edge EELS spectra. To investigate the effect of chemical doping on the glass structure, we have prepared a CeO2 doped potassium borosilicate glass and analyzed its structural features.

Results and Discussion

Alkali borosilicate glasses

The boron K-edge EELS spectra have fingerprints for different boron coordination environments, i.e., BO3 and BO4 units (see SI Fig. 1). Figure 1(a) illustrates the boron K-edge spectra (all spectra in this paper were background-subtracted and deconvoluted using the method details in the “Methods” part) of two reference materials that contain trigonal and tetrahedral boron, respectively16,17. There is one sharp peak at 193.6 eV and one broad weak peak at 204.1 eV in the BO3 spectrum, whereas one sharp peak at 198.6 eV in the BO4 spectrum. The intensity of these peaks defines the BO3 and BO4 fingerprints. According to molecular orbital (MO) theory16, the intense characteristic BO3 peak at 193.6 eV (peak A) is a π* peak, whereas the intense σ* peak at 198.6 eV (peak B) is the typical feature of BO4 units. The third peak at 204.1 eV (peak C) is attributed to both BO3 and BO4 configurations and this peak originates from the transition from the boron 1s state to the split σ* states for both boron coordinations16. It should be noted that the energy resolution of both reference spectra were about 0.5 eV, better than that of our experimental spectra (1.2 eV), which means that the peak height/width of our experimental spectra (Fig. 1(b)) may not be directly compared with the superposition of the two fingerprint spectra. In addition, the reference spectra were obtained for BO3 and BO4 units in minerals, where the bond lengths within the structural units may be different from those in the corresponding glasses18.Therefore, the sharp peaks in the reference spectra, which are sensitive to the energy resolution of the instrument and/or to the B-O bond lengths, may not be directly applied for N4 quantification. In the boron K-edge reference spectra, peak B is sharp in the BO4 reference spectrum and is sensitive to the B-O bond variations16, thus may not be suitable for the quantification of N4 in glasses. On the other hand, peaks A and C (Fig. 1) are observed in most boron containing materials and their shapes as well as intensities are relatively insensitive to the energy resolution of the microscope and to the B-O bond lengths. In this case peaks A and C are selected for the N4 quantification in the ABS glasses. Normally for the data quantification using EELS, the spectra from both reference materials and the studied materials need to be achieved from the same instrument. However, it is difficult to find either a glassy material with only single boron coordination (e.g. BO4) or the minerals used in the previous report16. We attempt to develop a method for quantifying the boron speciation using current available data and independent on the resolution of the TEM instruments. The reference boron K-edge EELS spectra in the previous report have been replotted and used as the references in this paper. Experimentally, the boron K-edge EELS spectrum in glasses exhibits a sharp peak at ~194 eV followed by a broad peak (Fig. 1(b)) covering both the B and C peaks (as indicated in the figure). Previous reports have shown that the BO4 units in glasses can be transformed into BO3 under the electron-beam irradiation11,19. For light alkali elements, such as Li, it is important to record the boron K-edge EELS spectrum at the beginning of the electron-material interaction since the stability of the alkali cations under the electron beam decreases as the atomic number decreases11. Figure 1(b) shows the experimental boron K-edge spectra of the lithium borosilicate (LBS) glass, sodium borosilicate (NBS) glass and potassium borosilicate (KBS) glass. All spectra are the first recorded ones acquired with fast electron-material interaction (~0.05 s) and they are normalized by peak B.

Figure 1

(a) Plots of boron K-edge reference fingerprint spectra of the BO3 and BO4 units found in the minerals vonsenite ([(Fe1-x,Mgx)O]2FeBO3) and rhodizite (M0.9Al4Be4.55B11.35O28), respectively16. (b) Experimental boron K-edge spectra of the LBS (red line), NBS (blue line) and KBS (green line) glasses.

From Fig. 1(b) it is clear that the LBS glass has a larger fraction of BO3 units than the NBS and KBS glasses (due to the higher peak A in LBS than that in NBS and KBS) and the similarity of the NBS and KBS spectra indicates that these glasses should have similar N4. First, we tried to utilize the reported method to quantify the N4 for the glasses11. As peak A is attributed to BO3 and peak B mainly originates from BO4 units, the N4 could be deduced from the intensity ratio of peak A and B by this method. Figure 2(a) shows the experimental results and the corresponding fitted spectra using the reference method. From the spectra, it can be seen that if the fitted spectra are modeled according to peak A and B, the resultant C peak seems to deviate from the experimental spectra. The N4 from the fitting are 49.1%, 63.9%, 62.1% for the LBS, NBS and KBS glasses, respectively. As mentioned in the experimental part, the acquired spectra were treated as the undamaged original structure and therefore in this case no time series extrapolation is needed for the N4 quantification (the time series was used in the previous report11, where the spectra were recorded and listed according to the irradiation time).

Figure 2

Experimental boron K-edge EELS spectra of the LBS, NBS and KBS glasses (solid lines) along with the fitted spectra (dashed lines) by (a) the previously reported method11 and (b) the fitting method developed in this paper.

In this study we develop a method for quantification of the N4 ratio, where the intensities of peak A and peak C are used as references for the data fitting. This is motivated by the fact that the sharp peak A is dominated by the contribution from BO3 units and not from BO4 sites, while the peak C originates from both units and the different N4 would result in different ratios of peak A/C in the boron K-edge spectra. Therefore, it is worth fitting the experimental spectra with both the peak A and peak C intensities as shown in Fig. 2(b). The N4 obtained from the present method are 56.8%, 74.0% and 73.3% for the LBS, NBS and KBS glasses, respectively.

11B MAS NMR spectra for the three glasses, illustrating the central-transition region, are shown in Fig. 3. The partly resolved second-order quadrupolar lineshape in the range 6–20 ppm originates from BO3 units, whereas the narrow peak at 0 ppm reflects BO4 sites. Spectra integration over the two resonances allows quantification of the fraction of BO3 and BO4 sites. For the LBS, NBS and KBS samples, this procedure gives N4 of 54.8%, 74.9% and 75.5%, respectively. All the N4 determined by the reported EELS method listed above, are much lower than the N4 from 11B MAS NMR, indicating that the previous reported EELS quantification method may not as good as the method developed in this study for the single spectrum N4 quantification.

Figure 3

11B MAS NMR spectra of the LBS, NBS and KBS glasses, acquired at 14.09 T using a spinning speed of νR = 12.0 kHz.

The calculated N4 using the new quantification method (56.8%, 74.0% and 73.3% for the LBS, NBS and KBS glasses, respectively) are in an excellent agreement with those determined by 11B MAS NMR (54.8%, 74.9% and 75.5%, respectively). The small differences are within the range of the measurement errors for both the boron K-edge fittings and the 11B MAS NMR quantification, where the latter is estimated to be ±1.5% for the N4 of the studied samples. This indicates that peak C is more sensitive to the boron coordination rather than peak B. Other quantification methods, such as fitting peak B and C, or fitting of the experimental spectra using integrated intensities of peaks from pre-defined windows, were also tested but the resulting N4 had larger deviations than this data fitting method. The self-designed DM script combined with the curve-fitting method enables us to acquire boron K-edge spectra with minimum electron-beam damage, providing the basis for an improved determination of N4 by EELS.

CeO2 doped potassium borosilicate glasses

In order to investigate the effect of oxide doping on the glass microstructure, we added 5 mol% CeO2 to the KBS glass (KBS-Ce). Figure 4(a) shows the boron K-edge EELS spectrum of the KBS-Ce glass, obtained under the same condition as those in Figs 1 and 2, along with the corresponding fitted spectrum. The latter gives the N4 of 60%, which is much lower than that for the KBS glass without CeO2 doping. The reason for this difference is still unclear, but it might be due to the possible octahedrally coordinated Ce4+ in the glass network that promotes the formation of interconnected boroxol rings as reported previously18,20.

Figure 4

(a) Boron K-edge EELS spectrum (solid line) of the KBS-Ce glass and the fitted spectrum (dashed line); (b) Ce M4,5 edge EELS spectrum of the KBS-Ce glass and two reference spectra of CeO2 and CePO4.

According to the previous studies21,22, in some borosilicate glasses Ce possesses different valence states in precipitates and glass matrices. For the present KBS-Ce glass, no precipitate is found by either SEM or TEM analyses and therefore, Ce is considered to be completed dissolved in the glass matrix. Figure 4(b) shows the EELS spectra of the Ce M4,5 edges acquired in the KBS-Ce glass and two reference materials (CePO4 and CeO2 were used as Ce3+ and Ce4+ reference materials for Ce oxidation-state quantification, respectively). The valence states of Ce were quantified by the second-derivative method23 to be +3.96. Even though the error in the measurement of the Ce valence is estimated to be about ±(0.05 ~ 0.1), the peak-shift towards lower energy of the M4,5 edges indicates that there should be some Ce3+ions accompanying the major fraction of Ce4+ in the glass. This result is consistent with a previous study which shows that Ce favors the valence state of +4 when Ce is totally dissolved in the ABS glass matrix19,21. The glass composition, the types and amounts of dopants, the melting condition as well as precipitates could affect the Ce valence states in the glass.

Glasses are usually considered to be electron-beam sensitive. Borosilicate glasses are often doped with certain types of metal oxide for the sake of nuclear waste immobilization. However, it is not clear how the dopants affect the microstructure upon irradiation. The SiO4 tetrahedra in the alkali borosilicate glasses are stable under the electron beam (no observable fine structure variation within the experimental time), whereas the BO4 units are converted to BO3 units. Figure 5(a,b) show the electron-beam irradiation time series of boron K-edge spectra for the glasses with or without CeO2 doping. All spectra are normalized using peak A. The electron-irradiation durations for the glasses are indicated on the spectra. In the KBS glass time series (Fig. 5(a)), the relative intensity of the peak caused by BO4 (i.e., peak B) rapidly decreases with time and after 30 s peak B almost disappears. However, in the CeO2 doped KBS glass peak B is still visible even after 160 s. This indicates that the addition of CeO2 enforces the electron irradiation resistance of the BO4 network. Figure 5(c) shows the Ce M4,5 edge spectra of the KBS-Ce glass for different irradiation durations. The signal-to-noise ratio (SNR) in the spectra is worse than that in Fig. 4(b), which may reflect the short acquisition time (~1 s for each spectrum and the first spectrum was acquired after 0.05 s electron exposure). However, it is clear that upon electron irradiation the M4,5 edges shift to lower energy, indicating the decrease in valence state of Ce in the glass. The Ce valence states are quantified to be +3.96 to +3.86 from the initial and final spectra, respectively. This means that the Ce ions act as a buffer to retard the damage of the glass network during electron-beam irradiation. The Ce4+ ions could absorb electrons which thereby are transformed into lower valence ions and hence reducing the BO4 to BO3 transformation induced by the electron ionization damage.

Figure 5

Electron-beam irradiation time series of (a) boron K-edge spectra from KBS glass and (b) boron K-edge spectra from CeO2 doped KBS glass; (c) Ce M4,5 edges in CeO2 doped KBS glass. The listed numbers indicate the exposure time of the glasses to the electron-beam.

In order to achieve a high enough SNR ratio of the boron and Ce time series EELS spectra, the electron probe was focused onto the glass particles during data acquisition. In other words, the electron dose was much higher in this study than in normal TEM image/spectra analysis. The focused electron probe enables collection of more signals by the spectrometer while accelerating the electron-irradiation damage process. This may explain why in some studies the valence states variation of the metal could not be directly observed by EELS at low or mediate electron dose rates.

In summary, we have designed a script in DigitalMicrograph and applied it to record boron K-edge EELS spectra of lithium-, sodium- and potassium-borosilicate glasses. The structure of these glasses is sensitive to electron-beam irradiation and this is manifested by the transformation of tetrahedral BO4 units into planar BO3 units under the electron beam. The EELS spectra with short irradiation time (~0.05 s) were recorded and quantified by fitting the peaks at 193 eV and 204 eV to a linear combination of two reference spectra and the BO4 factions were found to be consistent with those determined by 11B MAS NMR. To investigate the effect of metal oxides on the microstructural stability of glass under the electron beam irradiation, 5 mol% CeO2 was added to the potassium borosilicate glasses. The BO4 fraction in the KBS-Ce glass was found to be lower than that in the KBS glass and the Ce valence state was quantified to be close to +4 by the second-derivative method. The EELS spectra for the electron-beam irradiation time series reveal that after CeO2 addition, the glass microstructure becomes more resistant to the electron-beam irradiation possibly due to a transition of Ce4+ to lower valence state. In short, we have developed a reliable method based on electron energy loss spectroscopy to quantify the boron speciation in borosilicate glasses and the measured N4 are consistent with those obtained from 11B MAS NMR data. This work has presented an alternative approach for quantifying the boron speciation in glass materials.


Materials synthesis

Previous research has shown that the caesium borosilicate glasses are stable under the electron-beam irradiation11. Therefore the glass composition in this study was chosen as A2O:B2O3:SiO2 = 20:20:60 (mol%), where A = Li, Na and K. The lithium-, sodium- and potassium-borosilicate glasses are denoted as LBS, NBS, KBS, respectively (glass composition is summarized in Table S1 in the Supporting Information). For this composition, R = [A2O]/ [B2O3] = 1 and X = [SiO2]/ [B2O3] = 3. For all glass melts, reagent-grade alkali carbonates, boric acid and silica sand were used to give 200 g glass melt. 3 mol% excess H3BO3 was intentionally included to compensate for the boron loss due to volatilization of boron at high temperatures. The melt was homogenized at 1200 °C for 2 hours with 1 hour stirring. Afterwards, the glass melts were poured into a preheated steel mould and transferred to a furnace where the formed glasses were annealed at 570 °C for 1 hour and then cooled to room temperature. All glasses are confirmed to be amorphous by X-ray diffraction (XRD) analysis and the LBS glass optically exhibits an opal color rather than being transparent. The cerium-doped glass was made by adding 5 mol% CeO2 to the potassium borosilicate glass mix (KBS-Ce, R = 1, K = 3) and synthesized by the same procedure as described above. The KBS-Ce glass is optically transparent and no precipitates were found by SEM and TEM analyses.

Microstructure characterization

To minimize the possible ion-beam damage of glasses during sample preparation, the TEM specimens used in this study were prepared by first crushing the bulk glasses using an agate mortar and pestle with methanol and then placing a drop of liquid containing glass fragments on a lacey carbon film covered copper grids. The electron energy loss spectroscopy experiments were conducted on a Gatan Enfina spectrometer mounted on an aberration corrected JEOL JEM ARM200F transmission electron microscope operated at 200 kV. Routinely, 1.2 eV at the dispersion of 0.3 eV/pixel can be achieved of the full width at half maximum (FWHM) of the zero loss peak (ZLP).

In this study, a plug-in script for the DigitalMicrograph15 software was designed specifically for the acquisition of EELS spectra for beam sensitive samples24. The script works in the following way. In TEM mode, the specimen is moved randomly while the EELS spectra are acquired with short exposure time (~0.05 s). The script can save all spectra automatically in a predefined folder. When the glass fragment is accidentally moved into the observation area, if the fragment is thin enough, a boron K-edge peak appears in the EELS spectrum. Once the boron edge appears, the movement of the specimen is immediately stopped and the acquisition continues until manual termination. For each sample several time series spectra have been recorded and by eliminating those obtained from thick regions, the remaining spectra were background-subtracted by fitting the pre-edge to a power law function AEr, where E is the energy loss and A and r are constants25. All the spectra were deconvoluted by their corresponding ZLP and low-loss spectra using the Fourier ratio method26. The energy scale of all spectra was calibrated according to the energy threshold of the C K-edge at 284 eV.

The 11B MAS NMR spectra were acquired at 14.09 T on a Varian Direct-Drive VNMRS-600 spectrometer, using a homebuilt CP/MAS probe for 4 mm o.d. zirconia (PSZ) rotors. The experiments employed a spinning speed of 12.0 kHz, a 0.5 μs excitation pulse for a radio-frequency (rf) field strength of γB1/2π = 60 kHz and a 4 s relaxation delay. The 11B isotropic chemical shifts are in ppm relative to neat F3BO(CH2CH3)2.

Additional Information

How to cite this article: Cheng, S. et al. Quantification of the boron speciation in alkali borosilicate glasses by electron energy loss spectroscopy. Sci. Rep. 5, 17526; doi: 10.1038/srep17526 (2015).


  1. Uhlmann, D. R. Microstructure of glasses: Does it really matter? J. Non-Cryst. Solids 49, 439–460 (1982).

  2. Varshneya, A. K. in Fundamentals of Inorganic Glasses 2nd eds (ed Varshneya, A. K. ) Ch. 1, 1–12 (Society of Glass Technology, 2006).

  3. Ellison, A. & Cornejo, I. A. Glass substrates for liquid crystal displays. Int. J. Appl. Glass Sci. 1, 87–103 (2010).

  4. Smedskjaer, M. M. et al. Topological principles of borosilicate glass chemistry. J. Phys. Chem. B 115, 12930–12946 (2011).

  5. Ojovan, M. I. & Lee, W. E. Alkali ion exchange in γ-irradiated glasses. J. Nucl. Mater. 335, 425–432 (2004).

  6. Fleet, M. E. & Muthupari, S. Coordination of boron in alkali borosilicate glasses using XANES. J. Non-Cryst. Solids. 255, 233–241 (1999).

  7. Fleet, M. E. & Muthupari, S. Boron K-edge XANES of borate and borosilicate minerals. Am. Mineral. 85, 1009–1021 (2000).

  8. Kapoutsis, J. A. et al. Synthesis and vibrational investigation of lithium magnesium metaborate glasses. Phys. Chem. Glasses 41, 321–324 (2000).

  9. Moesgaard, M., Keding, R., Skibsted, J. & Yue, Y. Evidence of Intermediate-Range Order Heterogeneity in Calcium Aluminosilicate Glasses. Chem. Mater. 22, 4471–4483 (2010).

  10. Bingham, P. A., Yang, G., Hand, R. J. & Möbus, G. Boron environments and irradiation stability of iron borophosphate glasses analysed by EELS. Solid State Sci. 10, 1194–1199 (2008).

  11. Yang, G., Möbus, G. & Hand, R. J. EELS study of boron coordination in alkali borosilicate glasses under extensive electron irradiation. Phys. Chem. Glasses-Eur. J. Glass Sci. Technol. Part B 47, 507–512 (2006).

  12. Manara, A., Antonini, M., Camagni, P. & Gibson, P. N. Radiation damage in silica-based glasses: Point defects, microstructural changes and possible implications on etching and leaching. Nucl. Instrum. Methods Phys. Res. Sect. B-Beam Interact. Mater. Atoms 1, 475–480 (1984).

  13. Sun, K., Wang, M. & Ewing, R. C. EFTEM Study of Phase Separations in Borosilicate Glasses Under Electron Beam Irradiation. Microsc. Microanal. 9, 128–129 (2003).

  14. Jiang, N., Qiu, J., Ellison, A. & Silcox, J. Fundamentals of high-energy electron-irradiation-induced modifications of silicate glasses. Phys. Rev. B 68, 064207 (2003).

  15. Kimoto, K. & Matsui, Y. Software techniques for EELS to realize about 0.3 eV energy resolution using 300 kV FEG-TEM. J. Microsc. 208, 224–228 (2002).

  16. Sauer, H., Brydson, R., Rowley, P. N., Engel, W. & Thomas, J. M. Determination of coordinations and coordination-specific site occupancies by electron energy-loss spectroscopy: an investigation of boron-oxygen compounds. Ultramicroscopy 49, 198–209 (1993).

  17. Brydson, R. et al. Chemical Information from Electron Energy Loss Near Edge Structure Core Hole Effects in the Beryllium and Boron K-Edges in Rhodizite. J. Phys. Chem. 92, 962–966 (1988).

  18. Ram, S. Infrared study of the dynamics of boroxol rings in the crystallization of BaFe12O19 microcrystals in borate glasses. Phys. Rev. B 51, 6280–6286 (1995).

  19. Yang, G., Cook, S., Hand, R. J. & Möbus, G. CeO2 nano-precipitation in borosilicate glasses: A redox study using EELS. J. Eur. Ceram. Soc. 30, 831–838 (2010).

  20. Ram, S. & Ram, K. Infrared reflectance spectra and formalism of precipitation of acicular magnetic particles in network glasses. Infrared Phys. & Techn. 37, 457–469 (1996).

  21. Yang, G., Möbus, G., Bingham, P. A. & Hand, R. J. Electron beam induced structure changes in borosilicate and borophosphate glasses: a comparison by energy loss spectroscopy. Phys. Chem. Glasses-Eur. J. Glass Sci. Technol. Part B 50, 378–383 (2009).

  22. Yang, G., Möbus, G. & Hand, R. J. Cerium and boron chemistry in doped borosilicate glasses examined by EELS. Micron 47, 433–441 (2006).

  23. Yang, G., Möbus, G. & Hand, R. J. Fine structure EELS analysis of glasses and glass composites. J. Phys.: Conf. Ser. 26, 73–76 (2006).

  24. Quan, C. Design for scripting in the Digital micrograph, Bachelor Thesis, Xi’an Jiaotong University (2012).

  25. Egerton, R. F. & Malac, M. EELS in the TEM. J. Electron Spectrosc. Relat. Phenom. 143, 43–50 (2005).

  26. Egerton, R. F. In Electron Energy-Loss Spectroscopy in the Electron Microscope 3rd edn (ed Egerton, R. F. ) Ch. 4, 249–253 (Springer, 2011).

Download references


The authors would like to thank Prof. C. Wu for fruitful discussion. This work was financially supported by the National Natural Science Foundation of China (Grant No. 51202180) and the Fundamental Research Funds for the Central Universities in China and the Scientific Research Foundation for the Returned Overseas Chinese Scholars, State Education Ministry. J. Skibsted and Y. Z. Yue thank the Danish Strategic Research Council for financial support to the LowE-CEM project.

Author information

Y.Q.Z. and M.Y.P. prepared the glass materials, S.D.C. and G.Y. conducted the electron microscopy experiments and analysis, J.S. carried out the NMR experiments and analysis. Y.Q.Z., M.Y.P., J.S. and Y.Z.Y. discussed the data and the results. S.D.C. and G.Y. wrote the manuscript with inputs from Y.Q.Z., M.Y.P., J.S. and Y.Z.Y.

Ethics declarations

Competing interests

The authors declare no competing financial interests.

Electronic supplementary material

Rights and permissions

This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/

Reprints and Permissions

About this article

Verify currency and authenticity via CrossMark

Cite this article

Cheng, S., Yang, G., Zhao, Y. et al. Quantification of the boron speciation in alkali borosilicate glasses by electron energy loss spectroscopy. Sci Rep 5, 17526 (2015) doi:10.1038/srep17526

Download citation

Further reading


By submitting a comment you agree to abide by our Terms and Community Guidelines. If you find something abusive or that does not comply with our terms or guidelines please flag it as inappropriate.