zarr

An implementation of chunked, compressed, N-dimensional arrays for Python.

Read and write TIFF files.

Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.

Scalable array processing with bounded memory

Implementation of next-generation file format (NGFF) specifications for storing bioimaging data in the cloud.

Distributed Xarray with Apache Beam

Type annotations for specifying, validating, and serializing arrays with arbitrary backends in Pydantic (and beyond)

Enabling interoperability and scalability in ocean sonar data analysis

Python library for building Pangeo Forge recipes.

TiTiler application for NetCDF/Zarr datasets

The 🌏 data science library you've been waiting for~

Extract Satellite Imagery from public constellations at scale

A CodecPipeline for zarr-python backed by the zarrs Rust crate

Spatial omics in the browser for hundreds of images at once | 10x, IMC, IF, H&E, CosMX, & more | https://rakaia.io/

A napari plugin for zarr backed OME-NGFF images

A low-level Zarr API for Python, binding to Rust's Zarrs

Repository of scripts to facilitate participation in CellMap's segmentation challenge. This includes downloading data, simple setups for training 2D and 3D models, workflows for prediction and post-processing on out-of-memory arrays, and evaluation of results against validation data.

Download MeteoSwiss Open Government Data — weather stations, radar, hail, forecasts and climate series — via Python API, CLI, or MCP server, as DataFrames, Parquet, xarray Datasets or Zarr stores

Cloud native, scalable storage engine for various types of energy data.

A minimal Python package for reading, writing and validating OME-Zarr (meta)data