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For the first time in history, it is possible to efficiently sequence the genomes of all known species, and to use genomics to help discover the remaining 80 to 90 percent of species that are currently hidden from science. This is what makes the Earth BioGenome Project (EBP) possible.

It's Snowing in my CPU — a Snowflake catalogue

Art is scence in love.
— E.F. Weisslitz

Go ahead, meet some snowflakes.


Somewhere in the world, it's snowing. But you don't need to go far—it's always snowing on this page. Explore light flurries, snowflake families and individual flakes. There are many unusual snowflakes and snowflake family 12 and family 46 are very interesting.

But don't settle for only pixel snowflakes—make an STL file and 3D print your own flakes!

Ad blockers may interfere with some flake images—the names of flakes can trigger ad filters.

And if after reading about my flakes you want more, get your frozen fix with Kenneth Libbrecht's excellent work and Paul Gallico's Snowflake.

Show a random flake or a random flake from this family.

snowflake lishetteshe

name lishetteshe
gender girl
family 1
hex 22, 29
t-SNE 92.8, 103.3

ρ vapor mass 0.5933554394 0.51   61%
κ freezing 0.0072778965 –0.71   30%
μ melting 0.1339233549 1.70   94%
γ melting 0.0000847266 0.67   69%
α attachment 0.2213247521 0.36   58%
β attachment 1.2283549903 –0.08   61%
θ attachment 0.0362220895 –0.25   49%
n growth steps 17714 1.01   86%

The flake's ranking relative to other flakes with respect to each parameter is shown as a z-score (`(x-\mu)/\sigma`) and percentile.

snowflake files and resources

Download the snowflake's runfile.

Generate STL file for 3D printing.

high-resolution snowflake images

These are the original simulation images. Each snowflake was grown on a 800 × 800 hexagonal grid.

cartesian grid

hex grid

cartesian grid with vapor

hex grid with vapor

© 1999–2023 Martin Krzywinski | contact | Canada's Michael Smith Genome Sciences CentreBC Cancer Research CenterBC CancerPHSA