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@JuliaEarth

JuliaEarth

Geospatial data science and geostatistical modeling in Earth sciences

Welcome to JuliaEarth!

We develop and maintain open-source software fully written in Julia for geospatial data science and geostatistical modeling, as well as other statistical software commonly used in the Earth sciences, including software for compositional data analysis and extreme value statistics.

Getting involved

Join our community channel on Zulip to connect with researchers, developers, and practitioners working on the JuliaEarth ecosystem. Participate in discussions, share ideas, ask questions, and contribute to ongoing projects such as GeoStats.jl, CoordRefSystems.jl, and many others. Whether you're a user, contributor, or simply curious about geospatial data science in Julia, we'd love to have you involved.

Packages

Name Description
GeoStats.jl Geospatial data science and geostatistical modeling
GeoIO.jl Load/save geospatial data in various formats
GeoArtifacts.jl Artifacts for geospatial data science
CoordRefSystems.jl Coordinate reference systems
CoDa.jl Compositional data analysis
ExtremeStats.jl Extreme value statistics
DrillHoles.jl Desurvey/composite drill hole data
SeisKit.jl Utilities for working with seismic data
ImageQuilting.jl Fast image quilting simulation
StratiGraphics.jl Geostatistical stratigraphy simulation
TuringPatterns.jl Turing patterns simulation

Textbooks

Recordings

JuliaCon2021 on YouTube:

JuliaEO2023 at AIRCentre:

JuliaEO2024 at AIRCentre:

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  1. GeoStats.jl GeoStats.jl Public

    An extensible framework for geospatial data science and geostatistical modeling fully written in Julia

    Julia 588 65

  2. GeoIO.jl GeoIO.jl Public

    Load/save geospatial data compatible with the GeoStats.jl framework

    Julia 39 27

  3. GeoArtifacts.jl GeoArtifacts.jl Public

    Artifacts (e.g., datasets) for Geospatial Data Science

    Julia 6 13

  4. CoordRefSystems.jl CoordRefSystems.jl Public

    Unitful coordinate reference systems for geographic maps in Julia

    Julia 61 26

  5. CoDa.jl CoDa.jl Public

    Compositional data analysis in Julia

    Julia 65 9

  6. ExtremeStats.jl ExtremeStats.jl Public

    Extreme value statistics in Julia

    Julia 47 6

Repositories

Showing 10 of 27 repositories

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