A spectral doublet comprises two neighbouring spectral lines. Resolving it requires information about the line response, relative strengths and noise, not only precision in reading an angle. Choose two equal angular responses shaped as Gaussian functions with common standard deviation and separation . If is angular displacement from their midpoint, their summed signal is
These are assumed response shapes, not a measured Siegbahn frequency spectrum. By symmetry , and
The midpoint changes from a maximum to a minimum at . For this particular equal-width, equal-height model, two distinct maxima occur when . Each isolated Gaussian function has full width at half maximum ; the two-maxima threshold is therefore about times that width.
Figure 1.
Angular error and the visibility of a chosen spectral doublet
. Original calculated models. Left: magnitude of the angular term in Bragg wavelength error propagation, alongside a separately chosen fractional spacing error of parts per million; the curves are not added. Right: explicitly chosen interplanar spacing , first diffraction order, and lines at and . Equal Gaussian function responses use angular standard deviations and ; dotted curves show the narrower isolated components. None of these numbers is a historical crystal calibration or measured spectrum. Details.
In this chosen model, the two Bragg angles are and . Their separation is times for , giving one maximum, and times for , giving two. Sharpening the response can reveal the doublet without changing either emitted wavelength.
The Rayleigh criterion uses a first-zero convention for specified diffraction patterns. A Gaussian function has no finite zero, so its two-maxima threshold is not the Rayleigh criterion. Neither convention is a universal inference limit: known response shapes and adequate signal-to-noise ratio can support estimating a separation before two visible maxima appear. Unequal strengths, background, finite sampling and uncertainty in the response can make that inference much harder. Measurement resolution, the precision of an isolated line's centre and absolute wavelength accuracy should therefore be reported separately.
Input-referred resolution 2026-11-05
Input-referred resolution expresses an output increment or distinguishable output change in units of the quantity applied to a measuring system. For local response with nonzero transducer sensitivity , an output increment corresponds approximately to
State what output criterion is being referred: one converter-code step, a noise-based threshold and a repeatably distinguishable input change are different specifications. Walt Kester's converter tutorial distinguishes code transitions, input-referred noise and noise-based resolution measures.[ref]
For an original pressure readout, suppose a transducer has , followed by an ideal 12-bit analog-to-digital converter spanning . Its code step is , corresponding to . This arithmetic specifies a nominal increment, rather than demonstrating that two pressures separated by that amount can be reliably distinguished.
Place an ideal amplifier of gain ten before the converter. The combined sensitivity becomes , so the converter step corresponds to . With zero offset in this model, the pressure span mapping onto the converter simultaneously shrinks from to . Gain trades converter coverage against nominal input increments; it does not create an unlimited input range.
Suppose the transducer itself contributes rms output noise. That is input-referred noise. The added ideal gain scales both that signal and that noise, leaving this pressure-noise contribution unchanged. More display digits therefore need not improve the useful measurement resolution.
For a nonlinear response, repeat the conversion at the relevant operating point and account for the actual observation bandwidth and processing. Near detector saturation, sensitivity can approach zero and the local conversion becomes uninformative. A complete measurement result also includes measurement uncertainty, which contains calibration and other contributions beyond the chosen resolution criterion.
The ideal measurement calibration is a straight line through the equal-pressure zero. For the stipulated water mass density and gravitational acceleration above, its slope is per vertical millimetre. A lower liquid mass density gives a larger length change for the same pressure, improving the height-reading contribution to measurement resolution but requiring more vertical space for a given pressure range. The pressure scale depends on the actual mass density, which depends on temperature; here is a chosen model value, not an exact property of all water samples.
Figure 1.
Calculated water-column pressure scale and a two-meniscus rounding model
. The left panel is the theoretical measurement calibration for and . The right panel models two liquid meniscus heights read separately to the nearest millimetre: each rounding measurement error is assumed independently uniform between and . Their difference gives a triangular probability density function for the inferred pressure error. The bounds and standard uncertainty describe this constructed model, not observed instrument data. Details.
Suppose each liquid meniscus height is rounded to the nearest scale division . Each height measurement error lies within , so the error in their difference lies within . The resulting pressure error is bounded by . To quantify a standard uncertainty, make the additional model assumption that the two rounding errors are independent random variables, each having a continuous uniform distribution on . Each then has variance ; adding the two variances gives
Here denotes standard uncertainty. The worst-case bound and standard uncertainty answer different questions. At they are respectively and of the reading. Shared reading bias or a different reading method can violate the assumed independence.
If the mass density, gravitational acceleration and height difference also have small independent standard uncertainties, a first-order estimate follows from the partial derivatives of :
This displays why a finer scale does not remove uncertainty in mass density or gravitational acceleration. A pressure transducer compared against the column needs its own differential-pressure calibration to establish an electrical response.
Measurement repeatability 2026-11-05
Measurement repeatability is measurement precision under a declared set of repeatability conditions. The VIM's repeatability condition of measurement includes the same procedure, operators, measuring system, operating conditions and location, with repeated measurements over a short time.[ref] The complete measurement cycle must be specified before its repeatability can be assessed.
For an original length-comparator study, one operator measures the same reference block using the same differential length comparator over a short session. Three readings without disturbing the setup happen to be . Their sample spread is zero. In a separate series, the operator removes and reseats the block for every trial, obtaining . That series gives
The two procedures repeat different parts of the experiment. The first data cannot establish the repeatability of the full remove-and-reseat procedure, nor does its zero observed spread prove an absence of readout noise or finite measurement resolution.
A repeatability experiment keeps the declared conditions stable and records each completed trial, including placement and settling when those belong to the procedure. Positioning repeatability applies this reasoning to repeated returns of a moving stage. Repeating a study over longer periods with selected changes can instead assess intermediate measurement precision; studies changing locations, operators and measuring systems concern measurement reproducibility.[ref] Report those changes rather than describing every repeated experiment as the same repeatability test.
Measurement resolution 2026-10-18
Measurement resolution is the smallest change in an instrument indication that its reading method can distinguish. It contributes to measurement uncertainty, but does not by itself establish accuracy or remove systematic error. The manometer height-to-pressure calibration shows how a height scale affects the inferred pressure.
The three structures are the radiative cascades
In the quark model, the J/psi meson and are respectively and charmonium states. Thus , , , and meson parity and charge conjugation gives . The intermediate chi c mesons are : , , and addition of angular momentum permits . Consequently
These are electric dipole transitions, changing by one and preserving to leading order. A singlet state has and is not another member of these spin-triplet cascades.
The primary photon energy is , about , and for . The secondary photon remains more energetic even after its boost into the parent rest frame. Hence : with this quantity on the vertical axis, each resonance gives a horizontal band. A finite decay width and detector measurement resolution broaden each band; photon ordering removes the mirrored duplication of an unordered Dalitz plot.
The faint band beside the negative-slope diagonal boundary is , followed by . The neutral pion is predominantly , a pseudoscalar meson with . This production transition violates isospin, accounting for its small rate. To locate the band, set and . Four-momentum conservation gives
For the neutral pion, is small, putting the line just inside the boundary. The allowed channel, with the eta meson also , produces a parallel line further inside, at . The positive-slope edge instead comes from ordering the two photon energies; proximity to that edge alone would not identify the two-photon state.
Precision displacement measurement with a Michelson interferometer Created 2026-10-18 Updated 2026-10-20
A Michelson interferometer turns displacement into a count of interference fringes: a moving mirror changes both the outward and return paths. This lets a wavelength act as a ruler whose divisions need no engraving. Assume normal incidence, a fixed reference arm, stable refractive index along the moving arm, and fixed vacuum wavelength . Write for the wavelength in that medium and take positive away from the beam splitter. The change in optical path difference, the accumulated phase difference, and the signed number of complete interference fringe cycles are
The factor two comes from propagation geometry: moving the mirror by adds before reflection and afterward. One bright-to-bright cycle means mirror travel ; bright-to-dark means , half a cycle. All lengths must use compatible units, and is dimensionless. A constant reflection phase difference changes the initial fringe position but cancels from this change formula.
For an original hypothetical example, suppose in the actual surrounding medium and a continuous scan gives cycles, including the final fractional cycle. Then . With the wavelength treated as exact, a fringe-reading measurement uncertainty of cycle contributes to the displacement measurement uncertainty. An uncertainty of in a local phase difference instead corresponds to . This illustrates measurement resolution, not a complete claim of accuracy: wavelength calibration, air changes, mirror tilt and missed cycles can dominate.
To separate the oscillating readout from its optical coherence envelope, use the local model
Here is detected light intensity, is the mean level, is a fixed bias wave phase, and is interferometric visibility. A fine scan of measures the carrier phase difference; a coarse scan can map the temporal optical coherence envelope through . The envelope maximum locates matched delays only under the source and apparatus assumptions; it is not a bright fringe identifying an arbitrary mirror position. Even with known , one intensity reading leaves the cosine sign and whole-cycle ambiguities. Continuous motion of known direction, or an independently obtained pair of signals in phase quadrature, is needed to recover signed travel through reversals.
Figure 2.
Proposed Michelson interferometer readout and hypothetical optical coherence and refractive index controls
. Details.
The figure's original control example stipulates equal arm light intensities, matching linear polarizations, and a Lorentzian optical spectrum giving with . In vacuum, arm mismatches and give and . Matching the arms improves the phase difference readout without changing its travel per cycle. A fine mirror scan of one cycle changes by only for the stipulated source, much less than . These are calculated values, not historical data.
A proposed measurement sequence follows from this model. Overlap the returning beams, match their linear polarizations, find a high-contrast delay and use a small calibrated mirror scan to determine the sign and fringe period. Read a fixed spatial sample of the interference fringes with a photodiode; record each arm separately and the dark signal, avoid detector saturation, and retain enough time resolution to count every cycle. Approach mechanical settings consistently and repeat the return scan to expose lost motion or drift. For very small changes, bias near phase quadrature, where is largest; an intensity extremum has zero first-order sensitivity. A known drive voltage alone does not provide measurement calibration for mirror travel: compare the actual travel with the fringe count using an independently known wavelength.
Control temperature, pressure, vibration and air currents because the instrument measures optical path difference, not mirror motion alone. For a fixed reference arm and fixed , the first-order change of the moving arm's round-trip path is . Thus an unrecognized mimics . A hypothetical , , and give apparent travel. Holding the mirror still while varying or monitoring the air conditions tests this confounder. Separate checks of alignment, wavelength stability and thermal expansion are necessary before sub-fringe measurement resolution becomes a defensible measurement uncertainty.
Scientific instrument Created 2026-10-13 Updated 2026-11-05
A scientific instrument converts a physical interaction into an observable indication under a stated measurement model. An ionization chamber converts deposited energy into collected electric charge; a telescope collects incoming electromagnetic radiation; a force probe converts a mechanical load into a calibrated response.
An indication is not yet the desired measurand. The instrument's response, measurement resolution, measurement calibration and measurement uncertainty determine what can be inferred. Changing a controlled input and comparing with a reference is often more revealing than reading the same display repeatedly: it tests whether the instrument is responding to the intended quantity or to an unwanted influence.
Scientific instrument maker Created 2026-10-31 Updated 2026-11-05
A scientific instrument maker designs, constructs or improves scientific instruments, turning a proposed measurement principle into a working apparatus. Geometry, material choice, adjustment and readable scales can determine whether the intended measurement resolution and measurement calibration are achievable. The Fortin barometer illustrates why the design of a reference surface and a reading method belongs to the science of a measurement, as well as to its manufacture.