Distributed processing with NumPy and Zarr

N-dimensional arrays, with Zarr and HDF5 integrations

A benchmark to compare data retrieval performance for OME-TIFF and Zarr using different tile sizes and HTTP protocol versions.

This is the `s2s_verification_climpred` tutorial of the ASP 2021 summer school.

Reading HDF5 files with Zarr

Zarr-ification of different public datasets (CESM-LE, NA-Cordex) for AWS and Stratus S3 Object Storage

Implementation of the Zarr core protocol (version 2 and 3) based on xtensor.

Examples of reading data from cloud stored geoh5 / Geoscience Analyst files

Repo for NASA Surface Biology and Geology SHIFT campaign backend

Repo for public use for science discovery using NASA AVIRIS-NG SHIFT data

Extract Satellite Imagery from public constellations at scale

Provides a sharded Zarr store

Mapping and monitoring deep subglacial water activity in Antarctica using remote sensing and machine learning, with ICESat-2!

Python code that I used in my blog posts on the Zarr file format.

Cookiecutter for Zarr store implementations

The GeoZarr specification has been transferred to the Zarr-developers repository. This spec aims to provides a geospatial extension to the Zarr specification.

Tar reference filesystem, e.g. tar Zarr-files and still access them with ease

Official logos for the Zarr project