In this topic we have been emphasizing the importance of including the concentrations of all unanalyzed (specified) elements to obtain an accurate matrix correction, and therefore hopefully, accurate results:
https://www.cambridge.org/core/journals/microscopy-and-microanalysis/article/epma-matrix-correction-all-elements-must-be-present-for-accuracy-four-examples-with-b-c-o-and-f/759C69631A916EA69913539C22989A31This is because for major elements the most important parameters for analysis accuracy are the accuracy of the matrix correction *and* the accuracy of the standard compositions. For major elements, the accuracy of the background measurement is usually "in the noise", and usually, little affected by spectral interferences.
But what about trace elements? For trace element accuracy, the accuracy of the matrix corrections and standard compositions are not so critical, as it is the accuracy of the background measurements (and spectral interference correction!) that becomes the dominant factor:
https://probesoftware.com/smf/index.php?topic=928.msg8498#msg8498We can appreciate this point by assuming typical EPMA matrix correction accuracy of say ~2%. If we are measuring a concentration of say, 1000 PPM (0.1 wt%), then 2% of 1000 PPM is 20 PPM (0.002 wt%). A level of accuracy very likely close to the precision of our measurement. Again, usually "in the noise" of our measurement.
We can demonstrate this more clearly in a different manner by making trace element measurements in a material of known composition, the major (and minor) elements being specified to account for the effect of the matrix effects of the unanalyzed elements. Here is the analysis with *no* (unanalyzed) matrix specified:
Un 33 MA-1058 Rxn-1 (trav), Results in Elemental Weight Percents
ELEM: Zr Nb La Sr Ti Si Ca Al Fe Na K Mg Mn Cr O
TYPE: ANAL ANAL ANAL ANAL ANAL SPEC SPEC SPEC SPEC SPEC SPEC SPEC SPEC SPEC SPEC
BGDS: MULT MULT MULT MULT MULT
TIME: 240.00 240.00 240.00 240.00 240.00 --- --- --- --- --- --- --- --- --- ---
BEAM: 80.06 80.06 80.06 80.06 80.06 --- --- --- --- --- --- --- --- --- ---
ELEM: Zr Nb La Sr Ti Si Ca Al Fe Na K Mg Mn Cr O SUM
472 .030 .001 .004 .009 .391 .000 .000 .000 .000 .000 .000 .000 .000 .000 .000 .436
473 .024 -.001 .002 .003 .323 .000 .000 .000 .000 .000 .000 .000 .000 .000 .000 .352
474 .013 .002 -.003 .009 .419 .000 .000 .000 .000 .000 .000 .000 .000 .000 .000 .439
475 .021 .003 -.001 .001 .282 .000 .000 .000 .000 .000 .000 .000 .000 .000 .000 .306
476 .011 -.002 -.001 .009 .242 .000 .000 .000 .000 .000 .000 .000 .000 .000 .000 .259
477 .009 .000 .001 .004 .245 .000 .000 .000 .000 .000 .000 .000 .000 .000 .000 .259
478 .007 .002 .003 .010 .268 .000 .000 .000 .000 .000 .000 .000 .000 .000 .000 .290
479 .013 .002 .001 .006 .186 .000 .000 .000 .000 .000 .000 .000 .000 .000 .000 .207
480 .003 -.002 -.002 .002 .129 .000 .000 .000 .000 .000 .000 .000 .000 .000 .000 .130
481 .010 -.001 .003 .004 .291 .000 .000 .000 .000 .000 .000 .000 .000 .000 .000 .308
482 .022 .000 .000 .008 .389 .000 .000 .000 .000 .000 .000 .000 .000 .000 .000 .420
AVER: .015 .000 .001 .006 .288 .000 .000 .000 .000 .000 .000 .000 .000 .000 .000 .310
SDEV: .008 .002 .002 .003 .089 .000 .000 .000 .000 .000 .000 .000 .000 .000 .000 .098
SERR: .003 .000 .001 .001 .027 .000 .000 .000 .000 .000 .000 .000 .000 .000 .000
%RSD: 55.52 394.62 422.74 53.43 30.94 .00 .00 .00 .00 .00 .00 .00 .00 .00 .00
STDS: 257 541 1007 251 22 --- --- --- --- --- --- --- --- --- ---
STKF: .4109 .9936 .5384 .4225 .5616 --- --- --- --- --- --- --- --- --- ---
STCT: 52.56 382.07 133.42 50.64 82.83 --- --- --- --- --- --- --- --- --- ---
UNKF: .0001 .0000 .0000 .0000 .0029 --- --- --- --- --- --- --- --- --- ---
UNCT: .02 .00 .00 .01 .42 --- --- --- --- --- --- --- --- --- ---
UNBG: .08 .19 .31 .10 .07 --- --- --- --- --- --- --- --- --- ---
ZCOR: 1.1199 1.0725 1.0567 1.2265 1.0088 --- --- --- --- --- --- --- --- --- ---
KRAW: .0003 .0000 .0000 .0001 .0051 --- --- --- --- --- --- --- --- --- ---
PKBG: 1.22 1.01 1.00 1.06 6.68 --- --- --- --- --- --- --- --- --- ---
Note that the total is around 0.3 wt%, mostly from the Ti measurement, therefore the matrix correction has to assume the matrix is almost pure Ti metal. And even if we calculate this as an oxide matrix, nothing changes except the Ti concentration by about 0.017 wt%:
ELEM: Zr Nb La Sr Ti Si Ca Al Fe Na K Mg Mn Cr O
TYPE: ANAL ANAL ANAL ANAL ANAL SPEC SPEC SPEC SPEC SPEC SPEC SPEC SPEC SPEC CALC
BGDS: MULT MULT MULT MULT MULT
TIME: 240.00 240.00 240.00 240.00 240.00 --- --- --- --- --- --- --- --- --- ---
BEAM: 80.06 80.06 80.06 80.06 80.06 --- --- --- --- --- --- --- --- --- ---
ELEM: Zr Nb La Sr Ti Si Ca Al Fe Na K Mg Mn Cr O SUM
472 .031 .001 .004 .010 .414 .000 .000 .000 .000 .000 .000 .000 .000 .000 .290 .751
473 .025 -.001 .002 .003 .343 .000 .000 .000 .000 .000 .000 .000 .000 .000 .238 .611
474 .013 .002 -.003 .009 .445 .000 .000 .000 .000 .000 .000 .000 .000 .000 .304 .770
475 .022 .003 -.001 .002 .299 .000 .000 .000 .000 .000 .000 .000 .000 .000 .209 .533
476 .012 -.002 -.001 .009 .257 .000 .000 .000 .000 .000 .000 .000 .000 .000 .176 .450
477 .009 .000 .001 .004 .260 .000 .000 .000 .000 .000 .000 .000 .000 .000 .178 .453
478 .008 .002 .003 .010 .285 .000 .000 .000 .000 .000 .000 .000 .000 .000 .196 .503
479 .013 .002 .001 .006 .197 .000 .000 .000 .000 .000 .000 .000 .000 .000 .138 .357
480 .003 -.002 -.003 .002 .137 .000 .000 .000 .000 .000 .000 .000 .000 .000 .092 .231
481 .010 -.001 .003 .004 .310 .000 .000 .000 .000 .000 .000 .000 .000 .000 .211 .538
482 .023 .000 .001 .008 .413 .000 .000 .000 .000 .000 .000 .000 .000 .000 .286 .731
AVER: .015 .000 .001 .006 .305 .000 .000 .000 .000 .000 .000 .000 .000 .000 .211 .539
SDEV: .009 .002 .002 .003 .094 .000 .000 .000 .000 .000 .000 .000 .000 .000 .066 .169
SERR: .003 .000 .001 .001 .028 .000 .000 .000 .000 .000 .000 .000 .000 .000 .020
%RSD: 55.61 394.67 423.76 51.36 30.90 .00 .00 .00 .00 .00 .00 .00 .00 .00 31.18
STDS: 257 541 1007 251 22 --- --- --- --- --- --- --- --- --- ---
STKF: .4109 .9936 .5384 .4225 .5616 --- --- --- --- --- --- --- --- --- ---
STCT: 52.56 382.07 133.42 50.64 82.83 --- --- --- --- --- --- --- --- --- ---
UNKF: .0001 .0000 .0000 .0001 .0029 --- --- --- --- --- --- --- --- --- ---
UNCT: .02 .00 .00 .01 .42 --- --- --- --- --- --- --- --- --- ---
UNBG: .08 .19 .31 .10 .07 --- --- --- --- --- --- --- --- --- ---
ZCOR: 1.1423 1.1009 1.1251 1.2484 1.0712 --- --- --- --- --- --- --- --- --- ---
KRAW: .0003 .0000 .0000 .0001 .0051 --- --- --- --- --- --- --- --- --- ---
PKBG: 1.22 1.01 1.00 1.06 6.68 --- --- --- --- --- --- --- --- --- ---
Which we can see is from the change in the matrix correction for Ti Ka by about 6%. The other trace elements still show no change at all. And what happens if we specify the correct matrix correctly as shown here:
Un 33 MA-1058 Rxn-1 (trav), Results in Elemental Weight Percents
ELEM: Zr Nb La Sr Ti Si Ca Al Fe Na K Mg Mn Cr O
TYPE: ANAL ANAL ANAL ANAL ANAL SPEC SPEC SPEC SPEC SPEC SPEC SPEC SPEC SPEC SPEC
BGDS: MULT MULT MULT MULT MULT
TIME: 240.00 240.00 240.00 240.00 240.00 --- --- --- --- --- --- --- --- --- ---
BEAM: 80.06 80.06 80.06 80.06 80.06 --- --- --- --- --- --- --- --- --- ---
ELEM: Zr Nb La Sr Ti Si Ca Al Fe Na K Mg Mn Cr O SUM
472 .040 .002 .005 .011 .462 23.714 11.392 4.620 4.928 .994 .000 10.125 .108 .089 44.198 100.688
473 .032 -.001 .002 .004 .383 23.714 11.392 4.620 4.928 .994 .000 10.125 .108 .089 44.198 100.589
474 .017 .002 -.004 .011 .497 23.714 11.392 4.620 4.928 .994 .000 10.125 .108 .089 44.198 100.692
475 .028 .004 -.002 .003 .334 23.714 11.392 4.620 4.928 .994 .000 10.125 .108 .089 44.198 100.535
476 .015 -.003 -.001 .010 .287 23.714 11.392 4.620 4.928 .994 .000 10.125 .108 .089 44.198 100.476
477 .012 .000 .001 .005 .291 23.714 11.392 4.620 4.928 .994 .000 10.125 .108 .089 44.198 100.478
478 .010 .002 .003 .012 .319 23.714 11.392 4.620 4.928 .994 .000 10.125 .108 .089 44.198 100.513
479 .017 .002 .001 .007 .220 23.714 11.392 4.620 4.928 .994 .000 10.125 .108 .089 44.198 100.415
480 .004 -.002 -.003 .003 .154 23.714 11.392 4.620 4.928 .994 .000 10.125 .108 .089 44.198 100.324
481 .013 -.001 .004 .005 .347 23.714 11.392 4.620 4.928 .994 .000 10.125 .108 .089 44.198 100.536
482 .030 .000 .001 .009 .462 23.714 11.392 4.620 4.928 .994 .000 10.125 .108 .089 44.198 100.670
AVER: .020 .001 .001 .007 .341 23.714 11.392 4.620 4.928 .994 .000 10.125 .108 .089 44.198 100.538
SDEV: .011 .002 .003 .003 .105 .000 .000 .000 .000 .000 .000 .000 .000 .000 .000 .116
SERR: .003 .001 .001 .001 .032 .000 .000 .000 .000 .000 .000 .000 .000 .000 .000
%RSD: 55.77 394.36 423.62 46.10 30.87 .00 .00 .00 .00 .00 .00 .00 .00 .00 .00
STDS: 257 541 1007 251 22 --- --- --- --- --- --- --- --- --- ---
STKF: .4109 .9936 .5384 .4225 .5616 --- --- --- --- --- --- --- --- --- ---
STCT: 52.56 382.07 133.42 50.64 82.83 --- --- --- --- --- --- --- --- --- ---
UNKF: .0001 .0000 .0000 .0001 .0029 --- --- --- --- --- --- --- --- --- ---
UNCT: .02 .00 .00 .01 .42 --- --- --- --- --- --- --- --- --- ---
UNBG: .08 .19 .31 .10 .07 --- --- --- --- --- --- --- --- --- ---
ZCOR: 1.4847 1.4029 1.2509 1.3181 1.1972 --- --- --- --- --- --- --- --- --- ---
KRAW: .0003 .0000 .0000 .0001 .0051 --- --- --- --- --- --- --- --- --- ---
PKBG: 1.22 1.01 1.00 1.07 6.68 --- --- --- --- --- --- --- --- --- ---
Essentially no change in the trace elements, and only a rather small matrix effect on the Ti concentration. Or does it? Let try another matrix, say MgO:
Un 33 MA-1058 Rxn-1 (trav), Results in Elemental Weight Percents
ELEM: Zr Nb La Sr Ti Si Ca Al Fe Na K Mg Mn Cr O
TYPE: ANAL ANAL ANAL ANAL ANAL SPEC SPEC SPEC SPEC SPEC SPEC SPEC SPEC SPEC SPEC
BGDS: MULT MULT MULT MULT MULT
TIME: 240.00 240.00 240.00 240.00 240.00 --- --- --- --- --- --- --- --- --- ---
BEAM: 80.06 80.06 80.06 80.06 80.06 --- --- --- --- --- --- --- --- --- ---
ELEM: Zr Nb La Sr Ti Si Ca Al Fe Na K Mg Mn Cr O SUM
472 .041 .002 .005 .020 .454 .000 .000 .000 .000 .000 .000 60.303 .000 .000 39.697 100.522
473 .033 -.001 .002 .011 .377 .000 .000 .000 .000 .000 .000 60.303 .000 .000 39.697 100.422
474 .018 .002 -.004 .019 .489 .000 .000 .000 .000 .000 .000 60.303 .000 .000 39.697 100.525
475 .029 .004 -.002 .008 .328 .000 .000 .000 .000 .000 .000 60.303 .000 .000 39.697 100.368
476 .015 -.003 -.001 .019 .282 .000 .000 .000 .000 .000 .000 60.303 .000 .000 39.697 100.312
477 .012 .000 .001 .012 .286 .000 .000 .000 .000 .000 .000 60.303 .000 .000 39.697 100.312
478 .010 .002 .003 .021 .313 .000 .000 .000 .000 .000 .000 60.303 .000 .000 39.697 100.349
479 .017 .002 .001 .015 .216 .000 .000 .000 .000 .000 .000 60.303 .000 .000 39.697 100.252
480 .004 -.002 -.003 .009 .151 .000 .000 .000 .000 .000 .000 60.303 .000 .000 39.697 100.160
481 .014 -.001 .004 .012 .341 .000 .000 .000 .000 .000 .000 60.303 .000 .000 39.697 100.369
482 .031 .000 .001 .018 .454 .000 .000 .000 .000 .000 .000 60.303 .000 .000 39.697 100.503
AVER: .020 .001 .001 .015 .336 .000 .000 .000 .000 .000 .000 60.303 .000 .000 39.697 100.372
SDEV: .011 .002 .003 .005 .104 .000 .000 .000 .000 .000 .000 .000 .000 .000 .000 .115
SERR: .003 .001 .001 .001 .031 .000 .000 .000 .000 .000 .000 .000 .000 .000 .000
%RSD: 55.77 394.38 423.62 31.13 30.87 .00 .00 .00 .00 .00 .00 .00 .00 .00 .00
STDS: 257 541 1007 251 22 --- --- --- --- --- --- --- --- --- ---
STKF: .4109 .9936 .5384 .4225 .5616 --- --- --- --- --- --- --- --- --- ---
STCT: 52.56 382.07 133.42 50.64 82.83 --- --- --- --- --- --- --- --- --- ---
UNKF: .0001 .0000 .0000 .0001 .0029 --- --- --- --- --- --- --- --- --- ---
UNCT: .02 .00 .00 .01 .42 --- --- --- --- --- --- --- --- --- ---
UNBG: .08 .19 .31 .10 .07 --- --- --- --- --- --- --- --- --- ---
ZCOR: 1.5270 1.4383 1.2357 1.7923 1.1773 --- --- --- --- --- --- --- --- --- ---
KRAW: .0003 .0000 .0000 .0002 .0051 --- --- --- --- --- --- --- --- --- ---
PKBG: 1.22 1.01 1.00 1.10 6.68 --- --- --- --- --- --- --- --- --- ---
So we can see that even if we specify the matrix correction completely wrong, for trace elements, at least in this case, there is no significant effect and even for the minor element Ti, we see only a change of 0.025 wt%, or only about 2%.
What's the moral of this story?
1. Matrix corrections and standard composition accuracy is very important for major elements. These items should be your "focus".
2. For trace elements the accuracy of the background correction (and spectral interferences if present) are very important. Matrix corrections and standard composition accuracy, not so much if at all.
3. For minor elements, of course it's a "sliding scale" depending on the peak to background ratio (and the physics details), but if minor element accuracy is important we would want to have accurate background measurements primarily. The accuracy of the standard compositions and matrix correction effects are generally very small for minor elements.
To illustrate this last point here is the sample again calculated using all 10 matrix corrections in Probe for EPMA, where we can see the total variance of the Ti concentrations is quite small:
Summary of All Calculated (averaged) Matrix Corrections:
Un 33 MA-1058 Rxn-1 (trav)
LINEMU Henke (LBL, 1985) < 10KeV / CITZMU > 10KeV
Elemental Weight Percents:
ELEM: Zr Nb La Sr Ti Si Ca Al Fe Na K Mg Mn Cr O TOTAL
1 .020 .001 .001 .012 .336 .000 .000 .000 .000 .000 .000 60.303 .000 .000 39.697 100.370 Armstrong/Love Scott (default)
2 .022 .001 .001 .015 .346 .000 .000 .000 .000 .000 .000 60.303 .000 .000 39.697 100.385 Conventional Philibert/Duncumb-Reed
3 .021 .001 .001 .013 .335 .000 .000 .000 .000 .000 .000 60.303 .000 .000 39.697 100.370 Heinrich/Duncumb-Reed
4 .022 .001 .001 .015 .337 .000 .000 .000 .000 .000 .000 60.303 .000 .000 39.697 100.374 Love-Scott I
5 .021 .001 .001 .013 .336 .000 .000 .000 .000 .000 .000 60.303 .000 .000 39.697 100.372 Love-Scott II
6 .023 .001 .001 .016 .348 .000 .000 .000 .000 .000 .000 60.303 .000 .000 39.697 100.388 Packwood Phi(pz) (EPQ-91)
7 .021 .001 .001 .014 .334 .000 .000 .000 .000 .000 .000 60.303 .000 .000 39.697 100.371 Bastin (original) Phi(pz)
8 .022 .001 .001 .015 .342 .000 .000 .000 .000 .000 .000 60.303 .000 .000 39.697 100.380 Bastin PROZA Phi(pz) (EPQ-91)
9 .022 .001 .001 .015 .341 .000 .000 .000 .000 .000 .000 60.303 .000 .000 39.697 100.380 Pouchou and Pichoir-Full (PAP)
10 .022 .001 .001 .014 .342 .000 .000 .000 .000 .000 .000 60.303 .000 .000 39.697 100.380 Pouchou and Pichoir-Simplified (XPP)
AVER: .022 .001 .001 .014 .340 .000 .000 .000 .000 .000 .000 60.303 .000 .000 39.697 100.377
SDEV: .001 .000 .000 .001 .005 .000 .000 .000 .000 .000 .000 .000 .000 .000 .000 .007
SERR: .000 .000 .000 .000 .002 .000 .000 .000 .000 .000 .000 .000 .000 .000 .000
MIN: .020 .001 .001 .012 .334 .000 .000 .000 .000 .000 .000 60.303 .000 .000 39.697 100.370
MAX: .023 .001 .001 .016 .348 .000 .000 .000 .000 .000 .000 60.303 .000 .000 39.697 100.388
In fact the Ti variance for all 10 matrix corrections is only 50 PPM