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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 60 33

  2. solartime solartime Public

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

    R 8 1

  3. Bigleaf.jl Bigleaf.jl Public

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

    Julia 8 2

  4. RNNFluxes.jl RNNFluxes.jl Public

    Hand-optimised special-purpose LSTM for regression problems

    Julia 4 2

  5. FireSight FireSight Public

    A browser based visualization toolkit for the SeasFire data cube.

    TypeScript 4 2

  6. FAIRSenDD FAIRSenDD Public

    ESA project to create a deforestation SaaS

    HCL 1

Repositories

Showing 10 of 21 repositories
  • 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 4 Updated Dec 23, 2024
  • RQADeforestation.jl Public

    Sentinel-1 based deforestation detection

    EarthyScience/RQADeforestation.jl’s past year of commit activity
    Julia 0 MIT 0 5 27 Updated Dec 18, 2024
  • FAIRSenDD Public

    ESA project to create a deforestation SaaS

    EarthyScience/FAIRSenDD’s past year of commit activity
    HCL 1 0 6 0 Updated Dec 12, 2024
  • 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 0 Updated Dec 6, 2024
  • HybridSymbolics.jl Public

    An end to end symbolic framework for parameter learning hybrid models

    EarthyScience/HybridSymbolics.jl’s past year of commit activity
    Julia 1 MIT 0 0 1 Updated Nov 27, 2024
  • REddyProc Public

    Processing data from micrometeorological Eddy-Covariance systems

    EarthyScience/REddyProc’s past year of commit activity
    R 60 33 4 0 Updated Nov 25, 2024
  • solartime Public

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

    EarthyScience/solartime’s past year of commit activity
    R 8 1 0 0 Updated Nov 25, 2024
  • EarthyScience/UnpackSinTiles.jl’s past year of commit activity
    Julia 0 MIT 1 1 1 Updated Nov 18, 2024
  • FireSight Public

    A browser based visualization toolkit for the SeasFire data cube.

    EarthyScience/FireSight’s past year of commit activity
    TypeScript 4 Apache-2.0 2 8 0 Updated Oct 16, 2024
  • .github Public
    EarthyScience/.github’s past year of commit activity
    0 0 0 0 Updated Sep 11, 2024

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