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

Read and write TIFF files.

Enabling interoperability and scalability in ocean sonar data analysis

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

Python library for building Pangeo Forge recipes.

Vitessce is a visual integration tool for exploration of spatial single-cell experiments.

Library for multiscale visualization of high-resolution multiplexed bioimaging data on the web. Directly renders Zarr and OME-TIFF.

Open-source, cloud-native transactional tensor storage engine

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

Zarr core protocol for storage and retrieval of N-dimensional typed arrays

A minimal Zarr image viewer based on Viv.

Lightweight C++ and Python interface for datasets in zarr and N5 format

Image transformation, compression, and decompression codecs.

A Rust library for the Zarr storage format for multidimensional arrays and metadata

Javascript implementation of Zarr

Hagelslag supports segmentation and tracking of weather fields and scalable verification, including performance diagrams and reliability diagrams.

A napari plugin for zarr backed OME-NGFF images

Examples of analysis of CESM LENS data publicly available on Amazon S3 (us-west-2 region) using xarray and dask

climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge

Zarr Homepage