Defining Geographical Regions for Geoscience and Climate

Building and using pyramids for large raster data

ClimaAtmos.jl is a library for building atmospheric circulation models that is designed from the outset to leverage data assimilation and machine learning tools. We welcome contributions!

Clima's Land Model

Clima's Land Model

ClimaCoupler: bringing atmosphere, land, and ocean together

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🌊 Julia software for fast, friendly, flexible, ocean-flavored fluid dynamics on CPUs and GPUs

An analysis library for ClimaDiagnostics (and, more generally, NetCDF files)

A package containing a library of moist thermodynamic relations.

Play atmospheric modelling like it's LEGO.

🌊 🦠 🌿 A fast and flexible modelling environment written in Julia for modelling the coupled interactions between ocean biogeochemistry, carbonate chemistry, and physics

ADRIA: Adaptive Dynamic Reef Intervention Algorithms. A multi-criteria decision support platform for informing reef restoration and adaptation interventions.

Climate Machine: an Earth System Model that automatically learns from data

Yet Another XArray-like Julia package

Hydrological modeling

DIVAnd performs an n-dimensional variational analysis of arbitrarily located observations

GPU-accelerated value iteration for Interval Markov Decision Processes

A framework to define and output observables and statistics from CliMA simulations

Raster manipulation for the Julia language

An high-level interface for Zarr datasets

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

CoralBlox is a coral growth and mortality model that simulates distinct coral functional groups indirectly competing for a limited space over time. The model does not directly consider natural disturbances nor does it have representation of anthropogenic restoration and conservation activities such as coral seeding or cloud brightening.

Tools do download and interpolate data from the World Ocean Atlas

A package to calibrate atmospheric turbulence and convection parameterizations using gradient-free ensemble Kalman methods

Artifacts for Geospatial Data Science

Analysis, processing, and simulation of data generated by scientific robots in the Ocean.

🌎 Tools for realistic regional-to-global ocean simulations, and coupled ocean + sea-ice simulations based on Oceananigans and ClimaSeaIce. Basis for the ocean and sea-ice component of CliMA's Earth system model.

Argo data processing and analysis

Make turbulence with words

SpatioTemporal Asset Catalog (STAC) julia client

Utility functions for physical oceanography (properties of seawater, air-sea heat fluxes,...)

Next generation permafrost process modeling in the Julia programming language.

Algorithms for the transport of mass and energy in the environment

CommonDataModel.jl is a module that defines types common to NetCDF and GRIB data

Dealing with ERA5 Reanalysis datasets

Download and analyze NASA Precipitation Products from the Precipitation Measurement Mission

DINCAE (Data-Interpolating Convolutional Auto-Encoder) is a neural network to reconstruct missing data in satellite observations.

Load and create NetCDF files in Julia

Example data loading for ArviZ.jl