This topic will be used for future release updates of the GeoStats.jl framework. Past topics can be found at v0.10 , v0.11 , v0.14 , v0.18 , v0.24 , v0.33 and v0.36 . [image] OVERVIEW GeoStats.jl v0.40 is out with revised documentation using Makie.jl recipes, new algorithms for simulation of spatial …

It is so easy to optimize code in Julia :heart: In less than a week we addressed a couple of performance bottlenecks: The Upscale, Downscale, Aggregate and Transfer transforms were specialized for domains that are Grid using TiledIteration.jl instead of NearestNeighbors.jl. This means that they ca…

This is pretty cool! It looks like the normals on that spherical mesh are inverted though.

GeoStats.jl v0.64 The viz and viewer were refactored to eliminate intermediate allocations. We are now calling the most efficient Makie.jl functions based on the rich information that is stored in our parametric geometry/mesh types. To give a concrete example, we can now visualize large transformed…

Quick update: We are now using uv texture mapping in Makie.jl to visualize “rasters”, which gives an additional 2.5x speedup. If you need this speed, please update your environment.

If you want faster upsampling, look into NNlib. The julia native bilinear upsampling there is parallelized for cpu and gpu and supports 1, 2 & 3D data and is as fast as it can probably get.

Relevant update: [image] [ANN] GeoArtifacts.jl - Artifacts for Geospatial Data Science in Julia Package Announcements GeoArtifacts.jl v1.1 This release comes with a complete refactor of the internals to benefit from the various repairs of geometries implemente…

GeoStats.jl v0.66 Refactored Slice transform and other minor fixes: [image] "Raster" syntax in GeoStats.jl Geo Given that most people in the geo community are not aware of the “raster” syntax in GeoStats.jl, I collect a few examples here to facilitate the tran…

Two job opportunities: [image] Geospatial Software Development at Arpeggeo® Jobs Description We are seeking a highly skilled and motivated Software Engineer to join our team, focusing on the development of cutting-edge geospatial software solutions. The ideal …

I’m finishing a Masters in Geophysics that is in the geospatial realm (my research is in geodesy). Maybe by the end of my degree I’ll qualify as for being “proficient in high-performance programming languages” because as of now, I’m firmly between novice and adequate. lol Good luck with the search…

GeoStats.jl v0.68 New discretization and refinement methods, and various other small improvements and fixes. New MaxLengthDiscretization to discretize geometries into subgeometries of maximum length. This is used in viz of geodesic geometries. Example If you create a Segment from two points with…

[ANN] GeoStats.jl - Geospatial Data Science and Geostatistical Modeling in Julia

Package Announcements

juliohm August 22, 2024, 10:48pm 23

Relevant update:

Topic		Replies	Views
GeoStats.jl v0.33 Package Announcements package , announcement , statistics , geo , geostatistics	0	624	August 29, 2022
[ANN] GeoStats.jl v0.24 Package Announcements package , announcement , statistics , geo , geostatistics	0	937	April 5, 2021
[ANN] GeoStats.jl v0.36 Package Announcements package , announcement , statistics , geo , geostatistics	0	630	November 23, 2022
[ANN] Meshes.jl - Computational Geometry in Julia Package Announcements package , announcement , mesh , geo , geometry	58	13510	April 9, 2026
Plotting in GeoStats Geo	27	516	July 29, 2025

[ANN] GeoStats.jl - Geospatial Data Science and Geostatistical Modeling in Julia

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