OPT307/507
Spring 2004
Individual
Project
Proposal | Results |
Cubic Fe-Ti oxides, titanomagnetite (Fe3-xTixO4,
0 < x < 1) and its oxidized (non-stoichiometric) counterpart, titanomaghemite
(Fe(3-x)RTixR[ ]3(1-R)O4, where
[ ] is the cation vacancy, R=8/[8+z(1+x)], 0 < z < 1), are most common
magnetic minerals in oceanic crust. Magnetic properties of titanomagnetite
or titanomaghemite strongly depend on its composition (x, z). Because titanomaghemites
are the main carriers of remanent magnetization in submarine basalts, various
approaches were tried in efforts to estimate their compositions. Yet, most
estimates available up to date come from the measurements of composition-dependent
parameters (such as Curie temperature and lattice constant). These parameters
are not well known in the entire compositional field of titanomaghemites
(0 < x < 1, 0 < z < 1) and depend on a number of variables
rarely taken into account (e.g. the presence of impurities in natural samples).
Obtaining the compositions of titanomaghemite
through analytical techniques (e.g., wet chemical analysis, X-ray spectrometry)
is difficult because it requires measurements of oxygen content or Fe2+/Fe3+
ratio. Most analyses therefore simply ignore the oxidation state parameter
(z) and give only the relative abundances of cations; the oxidation state
must be determined independently to “complete” the analysis. This is an
approach of conventional electron probe microanalysis (EPMA) applied to
measuring the “cation compositions” of titanomaghemites [e.g. Akimoto
et al., 1984; Furuta, 1993].
In a recent study of Zhou et al. [1999],
a new technique for measuring z values of submicrometer-sized titanomaghemite
grains was introduced. This technique utilizes the convergent-beam electron
diffraction (CBED) observations of high-order Laue zone (HOLZ) diffraction
patterns using a transmission electron microscope (TEM). A potential advantage
of the TEM-CBED method is the ability to measure the oxidation degrees
and x values simultaneously on a single titanomaghemite grain and thus
to study the compositional variation between the grains in a sample. While
this technique seems very promising, it requires specific TEM equipment
and probably needs more thorough calibration.
Most modern wavelength-dispersive (WD) and energy-dispersive (ED) detectors have the ability to detect the characteristic X-ray lines of light elements. However, the quantitative analysis of light elements is difficult, mostly because of the strong absorption of low-energy X-rays (within the sample and/or on the ED detector window/dead layer) and interferences of the light element Ka lines with the L- and M-families of higher atomic number elements. To the best of my knowledge, the only one study reports an EPMA analysis of 10-15 micron titanomaghemite grains in which the concentrations of oxygen were actually measured [Zhou et al., 1999]. In these experiments, a Cameca CAMEBAX electron microprobe was calibrated for O and Fe using magnetite (Fe3O4) and hematite (Fe2O3) standards and various silicate and oxide standards for other elements. WD spectra were measured at a 15 kV accelerating voltage, 20 nA beam current and normal incidence on a carefully polished surface of specimen. The PAP scheme [Pouchou and Pichoir, 1984] was used to calculate the matrix correction coefficients (Z, A). The analytical total was remarkably close to 100% (99.40-99.98%), suggesting that the effects of absorption and atomic number were appropriately corrected.
A WDS system has two advantages over an EDS system: it gives much higher spectral resolution and higher peak to background ratios. These are important when: (i) characteristic X-ray lines of analyzed elements have similar energies so that they can not be resolved in an ED spectrum and/or (ii) minor elements need to be analyzed. Fortunately, neither condition is met for titanomaghemite. Fe, Ti and O are all major elements. Oxygen is most abundant, so that O Ka has relatively high peak to background ratio despite it is strongly absorbed (Fig. 1). For idealized pure titanomagnetite or titanomaghemite (i.e. when the cations other than Fe and Ti are not present), there only pathological line overlap is that between O Ka (0.525 keV) and Ti La (0.452 keV). Fe La (0.705 keV) only slightly overlaps with O Ka; these two lines are well resolved in ED spectra (Fig. 1). Other lines which can result in a significant overlap with O Ka are V La (0.511 keV), Cr La (0.573 keV) and Mn La (0.637 keV). These elements can be present in titanomaghemite only as minor (a few wt.%) or trace (<1 wt.%) constituents, so their effect on measured O Ka is expected to be negligible. More common impurities (Ca, Mg, Al and Si) do not interfere with the characteristic radiation of oxygen.
Argument given in previous section suggests that the intensities of characteristic X-ray lines of all major elements (including oxygen) as well as minor elements (impurities) in titanomaghemite can be measured with acceptable accuracy using an EDS system. The main advantages of a WDS system do not seem to be critical for quantitative X-ray analysis of titanomaghemite composition. The success of Zhou’s et al. [1999] EPMA analyses suggests that appropriate matrix correction coefficients (Z and A) can be calculated by modeling the depth distribution of generated X-rays, Phi(Rho*z), using established formulations [Pouchou and Pichoir, 1984; Bastin and Heijligers, 1991]. Fluorescence corrections (F) for characteristic radiation and continuum are expected to be minor and can be calculated using standard approaches [e.g. Goldstein et al., 1992, and references therein].
Therefore I propose to measure the ED spectra of titanomaghemites and other Fe and Ti oxides using a LEO 982 scanning electron microscope equipped with an EDAX Phoenix EDS system. The main question I want to address is: Can a reliable quantitative analysis of oxygen content in Fe-Ti oxides be obtained from the EDS X-ray data?
A simple test can be performed [Zhou et al., 1999]. Different oxides (e.g., Fe3O4, Fe2O3, TiO2, FeTiO3, etc.) are used as calibration standards for oxygen. Then a titanomaghemite grain of unknown composition is measured at the same operation conditions as standards and its oxygen content is calculated. If the oxygen contents of unknown calculated using different calibrations are consistent and the analytical totals are close to 100%, the matrix corrections (ZAF) were appropriate and the calculated composition is reliable. (Note that the use of standards with compositions close to that of analyzed titanomaghemite is needed to minimize the errors arising from the uncertainties of mass absorption coefficients, which are especially important for oxygen.)
Standardless quantitative EDS analysis (incorporated in the data processing software of EDAX Phoenix EDS system) can be used to estimate the relative cation abundances in titanomaghemites and calculate their x values. It is believed that standardless analysis gives acceptable results when the Ka lines of elements with atomic numbers from 20 to 32 (energies >3 keV) are analyzed. Fe and Ti Ka lines satisfy these conditions, while most of Ka lines of the impurities (e.g. Al, Mg, Si) do not (Fig. 1). Therefore, it is interesting to test how accurate the results of standardless analysis are. This can be done by direct comparison of cation composition data quantified using a set of calibration standards (oxides and/or silicates) with the data obtained through standardless analysis. In this case, the need in standards with compositions close to that of analyzed titanomaghemite is less critical because the mass absorption coefficients for the elements of interest (Fe, Ti, Al, Si, Mg, Ca,…) are relatively well known and oxygen is not analyzed.
Polished thin sections (similar to those used for
reflected-light petrography) of submarine basalt samples containing 1-50
micron-sized grains of titanomaghemite will be prepared at the Department
of Earth and Environmental Sciences. SEM-specific preparation is the coating
with gold to ensure the electrical conductivity of samples.
Secondary electron (SE) imaging will be used to
observe the surfaces of thin sections to check the quality of polishing
and to avoid the effect of rough surfaces on measured oxygen contents.
Backscattered electron (BSE) imaging will be used
for identification of titanomaghemite grains in thin sections (due to compositional
contrast they look significantly brighter than the silicate matrix minerals,
the shapes are also characteristic) and for selection of homogeneous grains
with no fractures or inclusions for X-ray analyses.
ED X-ray spectrometry will be used for initial
qualitative analysis of titanomaghemite. This will help to decide which
standards should be used for quantitative analysis. Availability of high-quality
standards with compositions close to that of analyzed titanomaghemite (preferably
Fe and Ti oxides) is critical for quantification of oxygen contents.
ED X-ray spectra will be obtained from the standards
and titanomaghemite grains of unknown composition under the same operation
conditions. Acceleration voltage of 15 kV is sufficient for efficient excitation
of all Ka lines of interest (Fig. 1) and provides
an interaction region about 1-2 micron in size.
Quantification of X-ray data will be performed
using both the standardless analysis (for cation contents) and X-ray data
measured on standards. The calculation of matrix correction coefficients
(Z, A, F) for specimen-standard measurements will be done by using Phi(Rho*z)
method [Pouchou and Pichoir, 1984; Bastin and Heijligers, 1991].
The results of standardless standard-calibrated analyses for the same grains
will be compared.
Akimoto, T., H. Kinoshita and T. Furuta, Electron probe microanalysis study of the process of low-temperature oxidation of titanomagnetite, Earth Planet. Sci. Lett., 71, 263—268, 1984.
Bastin, G. F., and H. J. M. Heijligers, Quantitative electron probe microanalysis of ultra-light elements (boron-oxygen), in Electron probe quantitation, K. J. F. Heinrich and D. E. Newbury eds., Plenum, New York, 1991, 145—161 pp.
Furuta, T., Magnetic properties and ferromagnetic mineralogy of oceanic basalts, Geophys. J. Int., 113, 95—114, 1993.
Pouchou, L. J., and F. Pichoir, New model quantitative x-ray microanalysis, 1. Application to the analysis of homogeneous samples, Rech. Aerosp., 3, 13—38, 1984.
Zhou, W., D. R. Peacor and R. Van der Voo, Determination
of lattice parameter, oxidation state, and composition of individual titanomagnetite/titanomaghemite
grains by transmission electron microscopy, J. Geophys. Res., 104,
17689—17702, 1999.
Quantitative X-ray microanalysis of Fe-Ti oxide
minerals (titanomaghemites) was performed using a
Leo 982 Scanning Electron Microscope equipped with an Edax Phoenix Energy-dispersive
Spectrometry (EDS) system. Quantification of the EDS data was done with
a set of natural and synthetic oxide standards. The concentrations of oxygen
and cations were calculated from the intensities of measured Ka lines using
the Edax PhiZAF matrix correction algorithm; the performance of this algorithm
was tested with standard samples. Standardless quantification of the EDS
data was compared with the results of standard-calibrated analyses.
Direct measurements of oxygen
contents in natural titanomagnetite/titanomaghemite were made previously
only by electron microprobe analysis using wavelength-dispersive spectrometry
(WDS) [Zhou et al., 1999]. This study suggests that compositional
data of similar quality can be obtained from EDS measurements.
Two types of samples were used in this study: polished whole rock sections and loose mineral grains. Polished thin sections were made from samples of the Late Cretaceous (~76 Ma) submarine basalt from Detroit Seamount (northwestern Pacific Ocean) using common sample preparation techniques for the reflected light microscopy (Fig. 1). Loose grains of Fe-Ti oxides with known compositions (these were used as standards for O, Ti and Fe for the quantification of EDS data, see Section 5) were embedded into a ~3 mm-thick cylindrical block of epoxy resin, which was ground from one side to expose the grains and polished (Fig. 2). Samples were coated by a thin layer of gold (~30-40 nm), mounted on aluminum stubs and grounded to the stubs with carbon paint to ensure electrical conductivity.
![]() Fig. 1. Polished, gold coated thin section of a submarine basalt. |
![]() Fig. 2. Block of oxide standards. |
The surfaces of the samples
were observed using the secondary electron (SE) imaging to check
the quality of the polish. Backscattered electron
(BSE) imaging was used to identify Fe-Ti oxide (titanomaghemite)
grains in thin sections (Fig.
3).
Fig. 3. BSE image obtained from the sample shown in Fig. 1. White grains are the crystals of titanomaghemite. Gray and dark gray grains are the silicate matrix minerals. |
3. Simulations of Electron-Specimen Interactions
Monte Carlo electron trajectory simulations (using the Electron Flight Simulation Software, v. 3.1) were performed to estimate the size of the beam interaction volume in Fe-Ti oxides of various compositions. Input parameters (accelerating voltage, detector type and geometry, etc.) were chosen to match the SEM/EDS conditions at which the ED spectra were measured (Section 4). From these simulations, the depth distributions of generated and emitted O Ka X-rays were estimated.
Figure 3 shows the results of this experiment for
the two end-members of titanomagnetite solid solution series: magnetite
(Fe3O4) and ulvospinel (Fe2TiO4).
The size of the beam interaction region is almost the same for all compositions
of titanomagnetite and titanomaghemite (~2 micrometers). The emitted intensity
of O Ka X-rays, however, decreases sharply with the increasing Ti contents
due to the strong absorption of O Ka in Ti.
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Fig. 3. Simulations of electron beam interaction volume in magnetite and ulvospinel. Blue lines are electron trajectories. Green dots, generated O Ka X-rays; red dots, emitted O Ka X-rays. Depth distributions of generated and emitted O Ka X-rays are shown as green and red histograms, respectively. |
4. Measurements of the ED Spectra and Qualitative X-ray Analysis
The size of the primary electron interaction volume was found to be approximately 2 micrometers for all compositions of titanomagnetite or titanomaghemite for a focused beam at 15 kV accelerating voltage (Section 3). However, the range of characteristic fluorescence of O Ka (by Ti and Fe Ka,b) and Ti Ka (by Fe Ka,b) is expected to be at least an order of magnitude greater than the primary excitation volume. Therefore, only homogeneous grains larger than 20 micrometers were used for EDS measurements to ensure that the Ka intensities obtained from the ED spectra are accurate for all elements present in the grain. Smaller grains and those with multiple cracks subdividing the grain into the regions smaller than 20 micrometers were not used.
The ED spectra were measured at 15 kV accelerating voltage, which is optimal for excitation of Fe K shell. The energy resolution of the EDS system was estimated to be 128 eV FWHM for Mn Ka. Working distance was 20 mm, resulting in a 43.3o takeoff angle. The acquisition time was preset to 120 live seconds for all measurements.
Identification of elements
(qualitative analysis) in measured spectra and spectral data processing
(background subtraction, peak deconvolution, calculation of the Ka intensities
and their uncertainties) were done using the Edax SEM Quant v.3.2 software.
Qualitative
analysis showed that Mg and Al are present in minor amounts in titanomaghemite
grains from submarine basalt (Fig. 4). Other impurities
(such as Si, Cr and Mn) either were not detected or yielded very low peak
intensities (peak to background ratios less than 1), suggesting that only
trace amounts of these elements might be present in titanomaghemite from
our samples.
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5. Quantification of EDS Data Using Standards
Quantification of EDS data was done with a set
of natural and synthetic oxide standards. Natural magnetite (Fe3O4)
was used as a standard for O and Fe (Fig. 5). Stoichiometry
of magnetite was confirmed by thermomagnetic measurements, which showed
Curie temperature of 580 oC and sharp Verwey transition at 153
oC,
characteristic for pure, unoxidized Fe3O4. Natural
rutile (TiO2) sample was used as a standard for Ti (Fig.
6); synthetic MgO and Al2O3 were used as standards
for Mg and Al.
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Fig. 5. (a) SE image of a grain of magnetite standard. (b) Example of ED spectrum from this standard .
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Fig. 6. (a) SE image of a grain of rutile standard. (b) Example of ED spectrum from this standard.
Edax PhiZAF calculation scheme (an Edax implementation of the Phi(Rho*z) method included into the SEM Quant software package) was used to calculate pure element intensities from standards (reverse ZAF calculation) and matrix correction coefficients (Z, A and F) for samples with unknown compositions.
To test the performance of quantification procedure,
the ED spectra were measured from synthetic ilmenite (FeTiO3)
(Fig. 7) and quantified with magnetite and rutile standards.
The ilmenite powder (particle size: 5-100 microns) was obtained from Alfa
Aesar; it is certified as Fe2+-Ti oxide of 99.8% purity,
the rhombohedral structure of ilmenite was confirmed by X-ray powder diffraction.
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Fig. 7. (a) SE image of ilmenite standard. (b) Example of ED spectrum from this standard.
The results of quantitative EDS analysis of large
grains (50-100 microns) of synthetic ilmenite are shown in Table
1. Measured concentrations of O, Ti and Fe are reasonably consistent
with the expected (theoretical) values; the discrepancy is generally less
than 1 wt.% for O and <1.5 wt.% for Ti and Fe. The analytical total
is remarkably close to 100%. This suggests that our quantification procedure
(standardization with magnetite and rutile + PhiZAF matrix correction scheme)
is appropriate for the measurements of oxygen and cation contents of Fe-Ti
oxides with the accuracy of ~1-1.5 wt.%
Table 1. Analysis of synthetic FeTiO3 with Fe3O4 and TiO2 standards
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6. Compositions and Oxidation States of Titanomaghemite
Figure 8 shows the examples
of EDS data collected from large (~30-50 microns) grains of titanomaghemite
from a submarine basalt sample. Compositions of titanomaghemite were calculated
using the quantification procedure described in previous section. Oxide
standards were measured along with titanomaghemite. The calibration for
analyzed elements (pure element intensities calculated from standards)
was checked between the measurements of individual titanomaghemite grains
to ensure that the data from standards and unknown are collected at the
same beam conditions. The beam was usually quite stable and no recalibration
was required.
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Fig. 8. (a, c) BSE images of titanomaghemite grains in a submarine basalt sample. (b, d) ED spectra measured from the areas shown as red rectangles in (a) and (c), respectively.
The results of quantitative microanalysis (Table 2) suggest that the ulvospinel content of original (not oxidized) titanomagnetite (x0 parameter, see Table 2 for the definition) varies within the sample between x0 = 0.57 and x0 = 0.67. This range is typical for oceanic basalts. The oxidation state (z, Table 2) of titanomaghemite grains ranges from <0.2 (slightly non-stoichiometric titanomagnetite) to ~0.8 (severely oxidized titanomagnetite).
The errors of calculated x0 and z values
were estimated from the uncertainties of measured intensities of the characteristic
X-ray lines. As an approximation, I considered the standard deviation of
concentration of an element (in %) to be equal that of its Ka line intensity
(which was estimated from counting statistics). The 95% confidence errors
are generally ~0.018-0.02 for x0 and ~0.1-0.15 for z. These
errors, however, are likely to be underestimated because the errors related
to standardization procedure (Section 5) were
not accounted for. A 1 wt.% systematic error in measured contents of O,
Ti and Fe can add up to ~0.1 (~15%) to the total error of x0
and up to ~0.3 (~40-60% for z > 0.5) to the total error of z, but this
is perhaps too conservative. More calibration tests (similar to that with
ilmenite sample, described in Section 5) are needed
to estimate the errors of x0 and z more precisely.
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Grain 1 | Grain 2 | Grain 3 | Grain 4 | Grain 5 | Grain 6 | ||||||
wt.% | at.% | wt.% | at.% | wt.% | at.% | wt.% | at.% | wt.% | at.% | wt.% | at.% | |
O | 31.55 | 59.73 | 32.46 | 60.57 | 30.26 | 58.26 | 30.26 | 57.94 | 31.51 | 59.69 | 31.31 | 59.61 |
Mg | 1.84 | 2.29 | 1.79 | 2.20 | 1.90 | 2.41 | 1.46 | 1.84 | 1.41 | 1.76 | 1.38 | 1.73 |
Al | 1.96 | 2.20 | 2.09 | 2.31 | 1.90 | 2.17 | 1.45 | 1.65 | 1.35 | 1.52 | 1.40 | 1.58 |
Ti | 14.19 | 8.98 | 14.02 | 8.74 | 13.01 | 8.37 | 14.82 | 9.48 | 15.64 | 9.90 | 15.59 | 9.92 |
Fe | 49.40 | 26.79 | 48.98 | 26.18 | 52.21 | 28.80 | 53.05 | 29.10 | 50.01 | 27.14 | 49.81 | 27.17 |
Total | 98.94 | 100.0 | 99.34 | 100.0 | 99.28 | 100.0 | 101.04 | 100.0 | 99.92 | 100.0 | 99.49 | 100.0 |
Cation | Cations normalized to four oxygen atoms | |||||||||||
Mg | 0.154 | 0.145 | 0.165 | 0.127 | 0.118 | 0.116 | ||||||
Al | 0.147 | 0.153 | 0.149 | 0.113 | 0.102 | 0.106 | ||||||
Ti | 0.601 | 0.577 | 0.575 | 0.655 | 0.663 | 0.666 | ||||||
Fe | 1.794 | 1.729 | 1.977 | 2.009 | 1.819 | 1.823 | ||||||
Total | 2.696 | 2.604 | 2.866 | 2.904 | 2.702 | 2.711 | ||||||
Vacancies | 0.304 | 0.396 | 0.134 | 0.096 | 0.298 | 0.289 | ||||||
Fe2+/Fe3+ | 0.427 | 0.165 | 1.039 | 1.614 | 0.557 | 0.597 | ||||||
x0 | 0.601 | 0.577 | 0.575 | 0.655 | 0.663 | 0.666 | ||||||
x | 0.753 | 0.751 | 0.676 | 0.737 | 0.801 | 0.802 | ||||||
z | 0.569 | 0.753 | 0.255 | 0.174 | 0.538 | 0.521 | ||||||
Definitions: x0 = Ti/(4O)
x = 3Ti/(Fe+Ti),
Vacancies = 3 - (total cations)/(4O)
z = 3*(Vacancies)/(1+x0)
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The oxidation degree (z) depends on permeability
of titanomaghemite grains to oxidizing agents (i.e. hydrothermal fluids),
which is determined mostly by surface to volume ratio and by the presence
of cracks within the grain, creating additional surfaces to promote the
oxidation. The oxidation parameter is therefore expected to be lower for
large, continuous grains and higher for smaller grains or grains with multiple
cracks. It is also expected to vary within large grains, being highest
near the surface and lowest in the central part of the grain. Both the
distribution of the grain sizes and the intrinsic inhomegeneity of large
grains probably contribute to the large variation of titanomaghemite oxidation
states in our basalt sample.
7. Standardless Quantitative Analysis
Standardless quantitative EDS analysis is believed
to work reasonably well when the Ka lines of elements with atomic numbers
from 20 to 32 (> 3 keV) are used (e.g. Fe and Ti Ka). To test this "rule
of the thumb", I performed the standardless analysis of the ED spectra
from Fe-Ti oxide standards and titanomaghemite grains and compared its
results with the standard-calibrated quantification data (Table
3, Fig. 9). The PhiZAF matrix correction scheme
and the Edax default table of Standardless Element Coefficients (SEC) were
used for standardless quantification.
As it was anticipated, the standardless quantification
procedure fails to accurately estimate the absolute oxygen content in Fe-Ti
oxide samples (Table 3). Concentrations of O were
always lower (by ~9 wt.%) than their true values, suggesting that the absorption
is not adequately accounted for in standardless calculation. Because the
totals are always normalized to 100% in a standardless analysis, the cation
concentrations are artificially higher than their true values. However,
the relative abundances of Fe and Ti cations (i.e. Fe/Ti atomic ratios)
calculated using the standardless approach are very close to those estimated
from quantification with standards (Fig. 9).
The standardless values of Fe/Ti ratio are slightly, but systematically
higher than those calculated using standards. Although the difference is
not statistically significant at 95% confidence level, this suggests a
small systematic error arising from slightly inaccurate SEC values or standard
compositional data, or both. It is not clear at this point which quantification
procedure is preferable for the measurements of Fe/Ti ratios in Fe-Ti oxides.
Both quantification methods seem to produce results of acceptable quality.
Table 3. Comparison of quantification results for the Fe-Ti oxide standards
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Magnetite (Fe3O4) |
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Rutile (TiO2) |
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Ilmenite (FeTiO3) |
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![]() Fig. 9. Comparison of Fe/Ti cation ratios in titanomaghemites estimated from standardless and standard-calibratied quantitative X-ray microanalysis. Error bars are 95% confidence intervals. |
Energy-dispersive spectroscopy can be successfully
used for the analysis of chemical compositions of natural Fe-Ti oxide minerals.
The use of a thin window/windowless ED detector capable of detecting the
low-energy characteristic X-rays of light elements and calibration of the
EDS system with a set of well characterized standards (preferably oxides
with compositions close to those of analyzed minerals) make it possible
to directly measure the absolute oxygen contents, eliminating thus the
necessity of indirect estimation of oxidation state. The error of oxygen
measurements achieved in this study is estimated to be not greater than
1 wt.%. The accuracy can probably be significantly improved by using higher
quality standards. The performance of the Edax PhiZAF algorithm was found
to be satisfactory for calculation of the matrix correction coefficients
for all analyzed elements, including oxygen, when standards were used.
Standardless quantification of EDS data showed that the relative abundances
of cations in Fe-Ti oxides (Fe/Ti ratios) calculated without standards
are reliable. The Fe/Ti ratios calculated with standards do not differ
significantly from standardless estimates. Standardless quantitative analysis
can thus be used to estimate the x values of titanomagnetite.
Acknowledgments
I wish to thank Brian McIntyre for his help and
guidance, Gery Kloc for preparation of polished thin sections, and Alexei
Smirnov, who sacrificed his favorite magnetite crystal in the name of Science.
Please contact me if you have any questions, criticism or suggestions:
Pavel Doubrovine
Hutchison Hall 227
Earth & Environmental Sciences
University of Rochester
Rochester, NY 14627
(585) 275-8810
pavel@earth.rochester.edu