NIST standards for microanalysis and the certification process.The National Institute of Standards and Technology National Institute of Standards and Technology, governmental agency within the U.S. Dept. of Commerce with the mission of "working with industry to develop and apply technology, measurements, and standards" in the national interest. (NIST (National Institute of Standards & Technology, Washington, DC, www.nist.gov) The standards-defining agency of the U.S. government, formerly the National Bureau of Standards. It is one of three agencies that fall under the Technology Administration (www.technology. ) has been involved in the development of standards for microanalysis microanalysis /mi·cro·anal·y·sis/ (-ah-nal´i-sis) the chemical analysis of minute quantities of material. microanalysis the chemical analysis of minute quantities of material. since the middle of the 1960s. Certification of "traceable" standards that can be sold to other laboratories is time-consuming and costly, especially when the extent of microheterogeneity within each specimen becomes part of the uncertainty assigned to thc certified values. The process of certification of microanalysis standards and the improvements that have facilitated the process with the development of automation and computerization com·put·er·ize tr.v. com·put·er·ized, com·put·er·iz·ing, com·put·er·iz·es 1. To furnish with a computer or computer system. 2. To enter, process, or store (information) in a computer or system of computers. are reviewed. Key words: certification; electron microprobe The electron microprobe is an analytical tool used to non-destructively determine the chemical composition of small volumes of solid materials. It uses a high-energy focused beam of electrons to generate X-rays characteristic of the elements present within a sample volumes 1 to 3 ; microanalysis standards; microhomogeneity; microheterogeneity; standard reference materials for microanalysis. 1. Introduction With the availability of the first commercially produced electron microprobe instruments in the early 1960s, x-ray microanalysis became a significant analytical technique An analytical technique is a method that is used to determine the concentration of a chemical compound or chemical element. There are a wide variety of techniques used for analysis, from simple weighing (gravimetric) to titrations (titrimetric)to very advanced techniques using in the Analytical Chemistry analytical chemistry: see under chemistry. Division at NIST (then called the National Bureau of Standards National Bureau of Standards: see National Institute of Standards and Technology. National Bureau of Standards - National Institute of Standards and Technology ). The person responsible for the development of electron probe microanalysis at NBS (National Bureau of Standards) See NIST. NBS - National Bureau of Standards: part of the US Department of Commerce, now NIST. was Kurt. F. J. Heinrich under whose leadership the Microanalysis Section made numerous contributions to improvements in instrumentation, to the determination of fundamental constants, to the development of matrix correction procedures, and to the development of standard reference materials for microanalysis. NBS had been involved in the development of metrological and analytical standards from its beginning, but microanalysis standards presented the additional requirement of determining the extent of heterogeneity of a research material on the micrometer micrometer (mīkrŏm`ətər, mī`krōmē'tər). 1 Instrument used for measuring extremely small distances. scale. Only materials that exhibited minimum microheterogeneity could be certified as NBS SRMs for microanalysis. 2. Early SRMs During the mid-1960s, SRMs being sold as bulk standards were also evaluated for use as microanalysis standards. Those that were found sufficiently homogeneous to be used as microanalysis standards were Cartridge Brass Noun 1. cartridge brass - an alloy of copper and zinc (containing about 30% zinc) that is wrought into cartridges or tubing brass - an alloy of copper and zinc (SRM (1) (Storage Resource Management) The management of the storage resources in an organization in order to avoid duplication of files and to determine space utilization across all servers. 478) and Low-Alloy Steels (SRMs 461 and 463) (1). In the early 1970s several binary and If two conditions are combined by and, they must both be true for the compound condition to be true as well. Likewise, two bits may be combined with and: x y x AND y 0 0 0 0 1 0 1 0 0 1 1 1 I.e. ternary (programming) ternary - A description of an operator taking three arguments. The only common example is C's ?: operator which is used in the form "CONDITION ? EXP1 : EXP2" and returns EXP1 if CONDITION is true else EXP2. alloys were issued as SRMs for microanalysis-a W-20%Mo Alloy (SRM 480) (2), Fe-3Si (SRM 483) (3), the Au-Ag alloys (SRM 481) and Cu-Au Alloys (SRM 482) (4), the Fe-Cr-Ni alloy (SRM 479 and 479 a) (5,6), and a group of four different steels, (SRMs 661- 664). These materials were chosen in part because they were useful standards for quantitative microanalysis and because they were useful in the determination of basic x-ray parameters. In addition, these materials could be made with little heterogeneity both in the bulk material (from specimen to specimen) and on the micrometer scale (within each specimen). These materials were not readily available commercially and if so, they certainly would not have been analyzed on the micrometer scale or certified at that level for microhomogeneity. Often special preparation procedures were required, such as repeated annealing annealing (ənēl`ĭng), process in which glass, metals, and other materials are treated to render them less brittle and more workable. , to achieve the desired level of homogeneity Homogeneity The degree to which items are similar. in metal alloys. This could be done with small batches of materials (like a few hundred grams) from which numerous microanalysis standards could be obtained. Table 1 is a list of NBS/NIST SRMs for microanalysis that were certified between 1965 and the present. Many are no longer in stock (gray background), although for some (darker gray background) there is more material for a reissue re·is·sue v. re·is·sued, re·is·su·ing, re·is·sues v.tr. To issue again, especially to make available again. v.intr. To come forth again. n. 1. if needed, but not without a considerable amount of work. Those with the complete white background are still in stock. 3. The Certification Process and More Recent SRMs The question often asked is, "Why doesn't NIST provide more microanalysis standards?" There are several reasons. Firstly, most pure elements and many stoichiometric stoi·chi·om·e·try n. 1. Calculation of the quantities of reactants and products in a chemical reaction. 2. The quantitative relationship between reactants and products in a chemical reaction. compounds are available commercially, and many naturally occurring minerals are available. These can be easily purchased and subsequently evaluated by the user for microheterogeneity. In addition, there are a few commercial suppliers who purchase these commercially available materials, mount, polish, and evaluate them for resale as prepared microanalysis standards. NIST does not compete with such providers. Secondly, the fabrication fabrication (fab´rikā´sh n the construction or making of a restoration. and evaluation of research materials for certification as microanalysis standards is expensive and time-consuming. Details of the process will be described later. For these reasons, NBS/NIST scientists have concentrated their efforts on the development of more complex materials that were not available commercially and that might be more useful in quantitative electron probe microanalysis (EPMA EPMA Electron Probe Microanalysis EPMA European Powder Metallurgy Association EPMA Electron Probe Micro Analyzer EPMA El Paso Museum of Art (El Paso, Texas) EPMA Electronic Prescribing and Medicines Administration ), i.e., such as those tha t could be used in testing matrix correction procedures or in determining basic parameters. During the latter part of the 1970s, glasses became popular as standards, throughout the microanalysis community. Because they are vitreous vitreous /vit·re·ous/ (vit´re-us) 1. glasslike or hyaline. 2. vitreous body. primary persistent hyperplastic vitreous solids, many types of glasses can be made homogeneous on the micrometer scale. In addition, trace to minor amounts of elements can be added to glasses during the manufacturing process without changing the microhomogeneity. This fact provides the possibility of preparing standards with complex compositions. There are several limitations, though, with the use of glasses as standards. Not all oxides or phosphates or combination of oxides or phosphates readily form glasses, therefore limiting the number of glass matrices that can be produced. Also, not all oxides or salts can be introduced into a glass at all concentrations without creating some microheterogeneity. And most importantly Adv. 1. most importantly - above and beyond all other consideration; "above all, you must be independent" above all, most especially , glasses, especially those composed of only low atomic number atomic number, often represented by the symbol Z, the number of protons in the nucleus of an atom, as well as the number of electrons in the neutral atom. Atoms with the same atomic number make up a chemical element. elements, are more susceptible to electron beam A stream of electrons, or electricity, that is directed towards a receiving object. See electron beam imaging and electron beam lithography. damage than are metals, therefore requiring special attention to electron beam samp ling procedures. Several glasses were certified as NBS or NIST SRMs. These include the Glasses for Mineral Analysis (SRM 470) (7), K-411 and K-412, composed of the oxides of Mg, Al, Si, Ca, and Fe. A second group of 15 glasses were in part certified as Glasses for Microanalysis (SRMs 1871-1875) (8). Five different glass matrices were used for each SRM. In each SRM were three glasses, one of the glass matrix only and two with the same matrix but each containing several different oxides in concentrations of 1.0 mass fraction or less. Glass fibres of some of these glasses were also sold as NBS Research Materials. More recently, glass microspheres made from K-41 1, above, were issued as SRM 2066 (9). K-41 1 was also used in the preparation of SRM 2063 a, a glass film on a Cu grid that was issued as an AEM AEM Applied and Environmental Microbiology (journal) AEM Association of Equipment Manufacturers AEM Academic Emergency Medicine (journal) AEM Agnico-Eagle Mines Limited AEM Advanced Engine Management (analytical electron microscope electron microscope: see microscope. ) standard (10). There are several misconceptions in the microanalysis community about NIST and SRMs for microanalysis. First, there is a belief, especially among those who are just entering the microanalysis field, that NIST provides all microanalysis standards, that NIST will have available whatever they need, and that NIST can provide a complete set of "traceable to NIST" microanalysis standards. This, of course, is not the case for reasons cited above. Second, there is also the belief that any NIST SRM can be used for microanalysis. This is false since most NIST SRMs are for use in bulk analyses and have not been tested for microheterogeneity. Third, the certified values are valid regardless of how the SRM is prepared for analysis. When certified by NIST, much care must be taken in mounting and polishing these materials for microanalysis, whether a standard or an unknown material. In some cases there are specific instructions on how to prepare an SRM for use as a microanalysis standard. As previously mentioned, the certification of any SRM, whether for microanalysis or bulk analysis, is a time-consuming and therefore an expensive process. Many people contribute to the process--microanalysis scientists, members of the Standard Reference Materials Program (SRMP SRMP Spider Remote Monitoring Protocol (193 for Both UDP, TCP) SRMP Sustainable Resource Management Plan SRMP State Route Milepost SRMP Status Request Multi-Polling SRMP Supply Readiness Management Plan SRMP Sprint Retiree Medical Plan ), statisticians Statisticians or people who made notable contributions to the theories of statistics, or related aspects of probability, or machine learning: A to E
Would it be a useful qualitative and quantitative standard for microanalysis? Would it be useful for improving the understanding and/or determination of basic parameters? Would it be useful for quality control? Is this a material that is not readily available from commercial sources? What is the sales potential of the material if it is certified? How important would this material be for the commercial community if it were certified for microanalysis? Once the work is justified, the research material must be fabricated fab·ri·cate tr.v. fab·ri·cat·ed, fab·ri·cat·ing, fab·ri·cates 1. To make; create. 2. To construct by combining or assembling diverse, typically standardized parts: if there is not already a source for it. In the past, some of the SRMs cited above were produced at NIST, such as the Fe-Cr-Ni alloy (SRM 479 and SRM 479a), as well as all of the glasses and the glass microspheres. Some were produced commercially, such as W-20%Mo Alloy (SRM 480) and the Au-Ag, Au-Cu alloys (SRMs 481 and 482). Of course, enough must be produced for distribution to potential purchasers. Initial evaluation would normally include bulk physical examination for such characteristics as clarity in the glasses and physical robustness to the environment as well as microscopic examination to evaluate the extent of voids, inclusions, and multiple phases. EPMA evaluation of the research material would include studies of backscatter backscatter in radiology, radiation deflected by scattering processes at angles greater than 90 degrees to the original direction of the beam of radiation. Important in radiotherapy when estimating surface exposure dose. and secondary electron secondary electron n. An electron produced in secondary emission. secondary electron An electron produced by secondary emission. images, qualitative and quantitative analyses, and testing of the within and between specimen heterogeneity. If the material were to fail the tests, i.e., if it appeared to be outside o f the acceptable limits of micro- and macro- heterogeneity, it would be reprocessed, either refabricated or reannealed as occurred in the fabrication of the Au-Cu alloys (4). Some SRMs, such as the asbestos SRMs, were naturally occurring, so a fabrication process was not necessary, but a rigorous sample preparation and evaluation testing procedure was necessary. Usually, at this stage of the process when the material has been found satisfactory for SRM certification, funding must be acquired from SRMP to continue the work that may or may not have begun under some initial SRMP funding. If additional funds are not obtained, work would be delayed or terminated on the project. If continued, a sampling strategy for heterogeneity testing is designed with the help of the NIST statisticians. Heterogeneity testing is an extremely important part of the process of certifying an SRM as a microanalysis reference standard. Unless individually assigned certified composition and uncertainty values, the specimen sold to the electron microprobe laboratory must have the same certified composition as the rest of the SRM batch and the same uncertainty in the extent of heterogeneity for all certified elements. To assure that this is true, the research material must be thoroughly evaluated for microheterogeneity within specimens and for heterogeneity between specimens. In the early days before instruments were automated, sampling strategies used analysis of random points, traverses such as chords and diameters, as well as random location samplings on the specimens (1-3). When computers first became available to assist in the sampling and data analysis, two-dimensional arrays and periodic integrator traces of traverses facilitated the acquisition of data (4,11). Repetition of the sampling procedure with more than one operator was routine to be sure that there was not a systematic uncertainty introduced in the analysis by false judgements of an operator. Today, with completely automated electron microprobes, the design of the sampling strategy depends on the number and size of the specimens and the time available to do the work. Each research material requires its own individual approach, but in most cases, when dealing with flat, polished specimens, traverses and possibly also array sampling, are included in the overall testing procedure. If the lot of samples is large, representative sampling is used. Such was the case when a glass bar was cut up into several hundred rods, 2 mm X 2 mm X 10 mm. Seven to ten were randomly selected from the batch, mounted, polished, and carbon-coated for EPMA. Each specimen was sampled on at least seven different random points with two or three readings taken from each poi poi, slightly fermented, sticky food paste eaten in the Pacific islands, usually accompanied with meat, fish, or vegetables. It is made by grinding or pounding the roasted, peeled roots of the taro. (Point Of Interest) See in-dash navigation. nt. For other materials, such as the TiAl alloy that is presently being evaluated, all 27 2.54 mm specimens that had been cut from the same rod were tested before three were cut up for quantitative bulk analysis and for microanalysis standards. Since these TiAl specimens were large enough, x-ray fluorescence X-ray fluorescence (XRF) is the emission of characteristic "secondary" (or fluorescent) X-rays from a material that has been excited by bombarding with high-energy X-rays or gamma rays. analysis was also used to evaluate between specimen heterogeneity. A very large specimen, such as a 7.5 cm wafer, can be evaluated by dividing it into sectors and treating each sector as a different specimen. This can be later cut up for distribution to other laboratories. Whether or not the testing is done under automation or not, the purpose is to efficiently obtain a good statistical evaluation of the within-specimen and between-specimen heterogeneity. The sampling strategy discussed above is called a "nested design" and is described in more detail elsewhere (12,13). The purpose is to obtain data that can be separated systematically into the components of variance for the within-specimen, between-specimen, and experimental uncertainties (14). From known compositions of each element in the research material and the spectral background for each element that is subtracted from the total number of counts observed for each element, each variance can be converted from x-ray counts to a mass fraction value. For each element, the square root of the sum of the three variances is then the uncertainty (66.7 %) in the research material attributed to the heterogeneity. With the aid of statisticians, this uncertainty is combined with the uncertainty in the bulk quantitative analysis Quantitative Analysis A security analysis that uses financial information derived from company annual reports and income statements to evaluate an investment decision. Notes: of the material to obtain the uncertainty in the certified value for each element (15). Today, as in the past, heterogeneity testing at NIST has been done with wavelength dispersive dispersive /dis·per·sive/ (-per´siv) 1. tending to become dispersed. 2. promoting dispersion. spectrometers (WDS Wds Words WDS Wireless Distribution System (Joint Common Database) WDS Wide-area Data Services WDS Wireless Domain Services (Cisco Systems technology) WDS Wavelength Dispersive Spectroscopy ) set up at the optimum conditions that would be used for a good quantitative analysis. The objective is to select the elemental characteristic x-ray line, the crystal, the excitation potential Excitation potential The difference in potential between an excited atomic or molecular state and the ground state. The term is most generally used in connection with electron excitation, but it can be applied to excited molecular vibrational and rotational , and the current to obtain the best count rate possible without exceeding the maximum count rate limit recommended for the x-ray detector and without damaging the specimen with the electron beam. Energy dispersive spectrometers (EDS (Electronic Data Systems, Plano, TX, www.eds.com) Founded in 1962 by H. Ross Perot (independent candidate for the President of the U.S. in 1992), EDS is the largest outsourcing and data processing services organization in the country. ) can also be used, measuring peak integrals instead of the x-ray counts at the peak maximum as for WDS, but the acquisition time would be extended considerably. Excellent instrument stability (less than 1 %) over long time periods (10 h to 12 h) or a very accurate drift correction procedure would be needed. EDS was used for quantitative analysis of the K-411 Glass Microspheres and the Microanalysis Thin Film Standards, but these were not flat, polished research materials like the rest of the SRMs and were both certified by different procedures. Although the research material is quantitatively analyzed with EPMA, more accurate techniques are used for determining the certified bulk composition values that are ultimately assigned to the SRM. EPMA results usually appear only as information values on the certificate. Of course there must be enough material (usually 3 g to 4 g) in the original lot of the research material to provide specimens for bulk analysis. The techniques often used for the most accurate results are ICP-MS ICP-MS Inductively Coupled Plasma Mass Spectroscopy , ICP-OES ICP-OES Inductively Coupled Plasma-Optical Emission Spectroscopy , and XRF XRF X-Ray Fluorescence XRF X-Ray Flash XRF Cross Reference XRF Extended Recovery Facility (IBM) XRF Extended Reliability Feature XRF Cross Reference File XRF External Reference . Classical gravimetry gra·vim·e·ter n. 1. An instrument used to measure specific gravity. 2. An instrument used to measure variations in a gravitational field. has also been used in the past. Quantitative analysis by more than one technique and/or laboratory is preferred. Results from techniques are weighted (15) and combined by the NIST statistician to obtain a certified composition; subsequently, the heterogeneity uncertainty is combined with the uncertainty in the quantitative analyses to obtain the uncertainty of each element for the certificate. To close off the certification process, a Report of Analysis must be written and an SRM Certificate must be prepared. The latter is done in coordination with SRMP. 4. Conclusion This manuscript describes the process used at NIST for the certification of microanalysis SRMs. More detailed descriptions of the manufacturing process and analyses can be found in the cited references. Certificates, descriptions of the materials, and prices can be found on the web site http://www.nist.gov/srm/.
Table 1
NIST standard reference materials for microanalysis
SRM no. Name Form
461 & 463 Low Alloy Steel Rods, [equivalent to] mm
dia.
X 10 cm long
470 Mineral Glasses for Slices
Microanalysis (2 X 2 X 12) [mm.sup.3]
478 Cartridge Brass Cube and Cylinder
479a Fe-Cr-Ni Alloy Wafer
480 Tungsten Wafer
20 % Molybdenum
481 Gold-Silver Alloys Six wires
482 Gold-Copper Alloys Six wires
483 Iron--3 % Silicon Small sheet
1871-1875 Glasses for Microanalysis Slices
(1872, 1873 in stock) (2 X 2 X 12) [mm.sup.3]
2063a Microanalysis Thin Film Film on 3 mm Cu
Mg-Si-Ca-Fe grid
2066 K-411 Glass Microspheres 50 mg of 1 [micro]m to
40 [micro]m
diameter spheres
661 AISI 4340 Steel 3.2 mm X 51 mm
662 AISI 84B17 Steel Cr-V rods
663 Steel High-Carbon
664 Steel (Modified)
SRM no. Name Nominal composition
(% Mass fract.)
461 & 463 Low Alloy Steel Fe with plus 25 other
elements at or near trace
level concentrations
470 Mineral Glasses for K-411, MgO,Si[O.sub.2],
CaO,FeO
Microanalysis K-412, MgO,[Al.sub.2][O.sub.3]
Si[O.sub.2],CaO,FeO
478 Cartridge Brass Cu-73, Zn-27
479a Fe-Cr-Ni Alloy Fe-71,Cr-18,Ni-11
480 Tungsten W-78,Mo-22
20 % Molybdenum
481 Gold-Silver Alloys Au 100;80;60;40;20;0
Ag 0;20;40;60;80;100
482 Gold-Copper Alloys Au 100;80;60;40;20;0
Cu 0;20;40;60;80;100
483 Iron--3 % Silicon FE-97, SI-3
1871-1875 Glasses for Microanalysis 15 Compositions of
(1872, 1873 in stock) Various Oxides
2063a Microanalysis Thin Film K-411 glass (MgO,Si[O.sub.2],
CaO,FeO
Mg-Si-Ca-Fe used to prepare film
2066 K-411 Glass Microspheres K-411 glass (MgO,Si[O.sub.2],
CaO,FeO
used to make spheres
661 AISI 4340 Steel Steels with the several
662 AISI 84B17 Steel Cr-V additional elements in
663 Steel High-Carbon minor and trace amounts
664 Steel (Modified)
Accepted: August 22, 2002 5. References (1.) H. Yakowitz, R. E. Michaelis, and D. L. Vieth, Homogeneity Characterization of NBS Spectrometric spec·trom·e·ter n. A spectroscope equipped with scales for measuring wavelengths or indexes of refraction. spec Standards It: Cartridge Brass and Low-Alloy Steel. Natl. Bur. Stand. (U.S.) Misc. Publ. 260-10 (1965) 28 pp. (2.) H. Yakowitz, R. E. Michae.) is, and D. L. Vieth, Homogeneity Characterization of NBS spectrometric standards IV: preparation and microprobe microprobe /mi·cro·probe/ (mi´kro-prob?) a minute probe, as one used in microsurgery. microprobe a minute probe, such as one used in microsurgery. characterization of W-20 % Mo alloy fabricated by powder metallurgical methods, Adv. X-ray Anal. 12, Plenum Press, New York New York, state, United States New York, Middle Atlantic state of the United States. It is bordered by Vermont, Massachusetts, Connecticut, and the Atlantic Ocean (E), New Jersey and Pennsylvania (S), Lakes Erie and Ontario and the Canadian province of (1969) pp. 418-438. (3.) H. Yakowitz, C. E. Fiori, and R. E. Michaelis, Homogeneity Characterization of Fe-3Si Alloy, Natl. Bur. Stand. (U.S.) Spec. Pub. 260-22 (1971) 22 pp. (4.) K. F. J. Heinrich, R. L. Myklebust, and S. D. Rasberry, Preparation and Evaluation of SRMs 481 and 482 Gold-Silver and Gold-Copper Alloys for Microanalysis, NatI. Bur. Stand. (U.S.) Spec. Pub. 260-28 (1971) 89 pp. (5.) H. Yakowitz and A. W. Ruff, Preparation and Homogeneity Characterization of an Austenitic aus·ten·ite n. A nonmagnetic solid solution of ferric carbide or carbon in iron, used in making corrosion-resistant steel. [After Sir William Chandler Roberts-Austen (1843-1902), British metallurgist. Iron-Chromium-Nickel Alloy, Natl. Bur. Stand. Spec. Pub. 260-43 (1972) 11 pp. (6.) R. B. Marinenko, F. Biancaniello, L. DeRobertis, P. A. Boyer, and A. W. Ruff, Preparation and Characterization of an IronChromium-Nickel Alloy for Microanalysis: SRM 479a, Natl. Bur. Stand. (U.S.) Spec. Pub. 260-70 (1981) 25 pp. (7.) R. B. Marinenko, Preparation and Characterization of K-41 1 and K-412 Mineral Glasses for Microanalysis: SRM 470, Natl. Bur. Stand. (U.S.) Spec. Pub. 260-74 (1982) 16 pp. (8.) R. B. Marinenko, D. H. Blackburn, and J. B. Bodkin, Glasses for Microanalysis: SRMs 1871-1875, NIST Spec. Pub. 260-112,49 pp. (9.) R. B. Marinenko, S. Roberson, J. A. Small, B. B. Thome, D. Blackburn, and D. Kauffman, Preparation and Characterization of K-41 1 Glass Microspheres, Microsc. Microanal. 6(6), 542-50 (2000). (10.) E. Steel, D. E. Newbury, and P. Pella, Preparation of Thin-Film Glass Standards for Analytical Electron Microscopy electron microscopy Technique that allows examination of samples too small to be seen with a light microscope. Electron beams have much smaller wavelengths than visible light and hence higher resolving power. , Analytical Electron Microscopy--1981, R. H. Geiss, ed., San Francisco San Francisco (săn frănsĭs`kō), city (1990 pop. 723,959), coextensive with San Francisco co., W Calif., on the tip of a peninsula between the Pacific Ocean and San Francisco Bay, which are connected by the strait known as the Golden Press, San Francisco, CA (1981) pp. 65-69. (11.) R. B. Marinenko, K. F. J. Heinrich, and R. C. Ruegg, Microhomogeneity Studies of NBS Research Materials and Other Related Samples, Natl. Bur. Stand. (U.S.) Spec. Pub. 260-28 (1979) 73 pp. (12.) J. Neter, M. J. Kutner, C. J. Nachtsheim, and W. Wasserman, Applied Linear Statistical Models, 4th Ed., Irwin/McGraw-Hill (1996). (13.) ISO (1) See ISO speed. (2) (International Organization for Standardization, Geneva, Switzerland, www.iso.ch) An organization that sets international standards, founded in 1946. The U.S. member body is ANSI. Guide 35, Certification of reference material--General and statistical principles, 2nd Ed., Internatl. Org. for Standardization, Switzerland (1989). (14.) R. B. Marinenko and S. Leigh, Heterogeneity Evaluation of Research Materials for Microanalysis Standards Certification, submitted for publication. (15.) R. B. Schiller and K. R. Eberhardt, Combining Data from Independent Chemical Analysis Methods, Spectrochim. Acta 46B, 1607-1613 (1991). About the author: Ryna B. Marinenko is a Research Chemist in the Microanalysis Research Group of the Chemical Science and Technology Laboratory at NIST. For almost 30 years she has done qualitative and quantitative analyses in materials science materials science Study of the properties of solid materials and how those properties are determined by the material's composition and structure, both macroscopic and microscopic. with EPMA, specializing throughout that time on the certification of SRMs for microanalysis. In more recent years she has contributed to the development of quantitative wavelength dispersive EPMA x-ray mapping and has worked through national and international organizations to promote the proper use and development of standards needed for quantitative EPMA. The National Institute of Standards and Technology is an agency of the Technology Administration, U.S. Department of Commerce. |
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