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A story from the invisible · EBSD / TKD

The Map of Everyone

One pixel of an EBSD map is a whole interrogation. Four million of them make a country nobody had ever seen. This is how the map gets made, and how to read it without being fooled. Scroll at your own pace; every panel below is computed, not drawn.

Manisha Tripathy · A scrolling story · Last updated August 18, 2026

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A one-minute story · Chapter one · One Pixel

Under the beam, a tilted crystal answers with a pattern: bands of brightness, each one cast by a whole family of atomic planes. Find the bands, let them vote, and one orientation wins. That is a single pixel's interview.

scroll

One pixel's interview has four steps: catch the pattern, find the bands, let them vote in Hough space, and crown the orientation that explains them all.

pattern, bands, votes, verdict
Chapter two · The Scan

Then do it again, four million times. Pixel by pixel, a gray bar becomes a country nobody had ever seen: provinces of shared orientation, with borders drawn wherever neighbors disagree.

A map is that interview at industrial speed, and not every pixel passes. The ones that fail stay dark, and what you do with them afterwards quietly decides your grain count.

the pixels that failed the interview stay dark
Chapter three · The Lie

But be careful with the colors. They are not properties. They are answers to a question you chose: which way is up. Change the question, and every province repaints itself while nothing in the metal moves.

The key to the rainbow is a triangle. A grain's color is just where its crystal direction lands inside it, and the landing spot depends on which sample direction you asked about.

one grain, three questions, three colors
Chapter four · Two Countries

Two bars, one melt, two maps. Bar A is a country of small provinces stitched together with twins. Bar B is a country of long, unbroken borders. Cracks read maps too, and they prefer the open roads.

Boundaries have statistics. Bar A's histogram spikes at sixty degrees, the signature of twins: tight, low-energy, crack-resistant borders. Bar B's boundaries are random strangers, and strangers make poor neighbors.

A's spike is the twins; B never made those friends

A grain has no color. The rainbow is a coordinate system, and you choose the question it answers. Ask it well, and a gray bar becomes a country: provinces, borders, and a border policy that decides where cracks may travel.

Two maps, one rainbow,
different countries.

The crack lived on B's borders.

EBSD & TKD

The whole EBSD/TKD collection

A seven-part interactive series on electron backscatter diffraction and transmission Kikuchi diffraction, from a raw Kikuchi pattern to an orientation map you can defend. Each part opens as its own page.

Part 1

From Kikuchi Bands to an Orientation

A live Kikuchi pattern simulator, the actual Hough transform with its line–point duality, and the real triplet-vote indexing algorithm solved through to Euler angles, with CI and MAD against known truth.

Part 2

Reading an IPF Map Without Fooling Yourself

The colouring machine behind IPF maps, one microstructure recoloured live as IPF-X/Y/Z, an impostor-pair finder (near-identical colour, tens of degrees apart), and the third angle the colour never shows.

Part 3

Misorientation, Boundaries & CSL

Click two grains for their disorientation axis and angle, the Mackenzie histogram with its Σ3 spike, a threshold slider that changes the grain count of the same dataset, and Brandon-criterion CSL highlighting.

Part 4

Texture: Pole Figures & ODFs

Rotate a crystal and watch its poles move, build cube, rolled-fcc and fibre textures grain by grain, slice φ2 sections of the ODF with the textbook components marked at their addresses.

Part 5

Cleaning Data Honestly

Corrupt a ground-truth microstructure like a real scan, run the cleanup machine, and watch grain count, twin fraction and pixel error against known truth: the U-shaped error curve no experiment can plot.

Part 6

Why TKD Beats EBSD at the Nanoscale

An interaction-volume sandbox (bulk 70° EBSD vs. thin-foil transmission), the same nanocrystalline film mapped by each, and the TKD thickness window between too faint and too stacked.

Part 7

Pattern Quality as Data

Damage a lattice and watch image quality fall before indexing fails, partition a partially recrystallised microstructure by IQ, and three IQ maps that look like strain, only one of which is.

FAQ

EBSD & TKD Troubleshooting FAQ

Why do two orientations show the same IPF color, why does cleanup change my grain count, bulk EBSD or TKD: 11 questions across indexing, IPF maps, boundaries and pattern quality, each linked to its interactive page.

Simplifications made in this story
Cite this page: Tripathy, Manisha. “The Map of Everyone.” untethered atom, 2026, https://untetheredatom.com/stories/the-map-of-everyone.
BibTeX
@misc{tripathy2026mapofeveryone,
  author = {Tripathy, Manisha},
  title  = {The Map of Everyone: How an EBSD Map Gets Made and How to Read One},
  year   = {2026},
  howpublished = {\url{https://untetheredatom.com/stories/the-map-of-everyone}},
  note   = {Illustrated scrolling story}
}
Last updated: August 18, 2026.