New preprint: a toolkit for species distribution modelling, in #JuliaLang. The result of many years of work with fantastic people including @gabdans.bsky.social and @mdcatchen.bsky.social - a quick thread 🧪🌏 ecoevorxiv.org/repository/v...
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First, you can head over to the documentation website: poisotlab.github.io/SpeciesDistr... It has tutorials, small how-to explainers, and a reference for the many packages that make up the full toolkit.
It also plays nice with docs.makie.org/dev/ - and most of the objects the package knows about can be plotted directly. This is nice. I love @makie.org , favorite plotting package ever, 12/10.
But one of my favorite things that the package can do is explanations: I collected a lot of functions I wrote to teach data science into a small package to do simple SDMs, and it's sort of bare bones but very easy to use, so learners can experiment with it.
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We are using this package as part of @geobon.org BON in a Box project, and the ability to iterate extremely rapidly by adding functionalities with minimal risk of something else breaking was life changing.
And if you are keen to know more, we're giving a workshop on it at the 2025 @csee-scee.bsky.social meeting in Sherbrooke! Come joint us as we walk through some cool case studies. And check out the preprint: ecoevorxiv.org/repository/v...