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@EarthyScience

EarthyScience

Department for Biogeochemical Integration. Max Planck Institute for Biogeochemistry, Jena Germany

The EarthyScience organization at the Max Planck Institute for Biogeochemistry is committed to advancing our understanding of Earth's biogeochemical processes through cutting-edge research. Our scientific mission focuses on integrating long-term in-situ observations with Earth observations collected via aircraft and satellites, spanning multiple spatial scales. To analyze and interpret these complex datasets, we combine data-driven machine learning approaches with theory-driven mechanistic modeling.

This GitHub organization serves as a central hub for our software development efforts, hosting and linking to various tools and packages that support our research. Our repositories feature software designed to process, analyze, and visualize large, multidimensional environmental datasets. One prominent example is YAXArrays.jl, a Julia package optimized for handling large-scale, multidimensional datasets common in Earth system science.

Our interdisciplinary team, with expertise in environmental science, data science, and software engineering, is dedicated to developing advanced tools for Earth system research. By making our software open-source and accessible on this platform, we aim to foster collaboration within the scientific community and drive progress in biogeochemistry and related fields.

We invite contributions from researchers and developers with interests in Earth system science, big data analysis, and scientific software development. Our repositories reflect our commitment to open science and reproducible research, advancing the study of Earth's complex biogeochemical systems.

Popular repositories Loading

  1. REddyProc REddyProc Public

    Processing data from micrometeorological Eddy-Covariance systems

    R 80 40

  2. Browzarr Browzarr Public

    A browser-based visualization framework for exploring and analyzing Zarr and NetCDF datasets.

    TypeScript 27 2

  3. EasyHybrid.jl EasyHybrid.jl Public

    EasyHybrid.jl provides a simple and flexible framework for hybrid modeling, enabling the integration of neural networks with process-based models.

    Julia 15 6

  4. Bigleaf.jl Bigleaf.jl Public

    ecosystem properties based on a 'big-leaf' representation of the vegetation

    Julia 8 2

  5. solartime solartime Public

    Utilities to work with solar time, i.e. where noon is exactly when sun culminates.

    R 7 1

  6. h2mv h2mv Public

    Python 6

Repositories

Showing 10 of 35 repositories
  • Browzarr Public

    A browser-based visualization framework for exploring and analyzing Zarr and NetCDF datasets.

    EarthyScience/Browzarr’s past year of commit activity
    TypeScript 27 Apache-2.0 2 36 (1 issue needs help) 0 Updated Jan 28, 2026
  • EasyHybrid.jl Public

    EasyHybrid.jl provides a simple and flexible framework for hybrid modeling, enabling the integration of neural networks with process-based models.

    EarthyScience/EasyHybrid.jl’s past year of commit activity
    Julia 15 MIT 6 16 8 Updated Jan 27, 2026
  • stacathome Public Forked from MarkusZehner/stacathome

    load satellite data from various sources into xarrays

    EarthyScience/stacathome’s past year of commit activity
    Jupyter Notebook 0 BSD-3-Clause 1 0 0 Updated Jan 22, 2026
  • DistributionFits.jl Public

    Extension of Distributions.jl allows specifying distributions by aggregate statistics #1296

    EarthyScience/DistributionFits.jl’s past year of commit activity
    Julia 4 MIT 1 0 0 Updated Jan 16, 2026
  • netcdf4-wasm Public

    WASM bindings for NetCDF4

    EarthyScience/netcdf4-wasm’s past year of commit activity
    TypeScript 0 MIT 1 4 (1 issue needs help) 0 Updated Jan 13, 2026
  • Bigleaf.jl Public

    ecosystem properties based on a 'big-leaf' representation of the vegetation

    EarthyScience/Bigleaf.jl’s past year of commit activity
    Julia 8 MIT 2 0 7 Updated Dec 26, 2025
  • RQADeforestation.jl Public

    Sentinel-1 based deforestation detection written in Julia

    EarthyScience/RQADeforestation.jl’s past year of commit activity
    Julia 2 MIT 1 15 8 Updated Dec 15, 2025
  • FAIRSenDD Public

    ESA project to create a deforestation SaaS

    EarthyScience/FAIRSenDD’s past year of commit activity
    Python 3 MIT 0 6 1 Updated Dec 5, 2025
  • RQADeforestation.py Public

    Python bindings for the Julia package RQADeforestation.jl

    EarthyScience/RQADeforestation.py’s past year of commit activity
    Python 0 MIT 1 0 0 Updated Dec 4, 2025
  • HybridVariationalInference.jl Public

    Extenting variation inference to hybrid, i.e process and machine learning, models

    EarthyScience/HybridVariationalInference.jl’s past year of commit activity
    Julia 0 MIT 0 0 1 Updated Nov 24, 2025

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