Media Summary: In this talk from CNG Conference 2025, Earthmover's Lindsey Nield (Software Engineer) and Deepak Cherian (Forward Engineer) ... The best way to distribute large scientific datasets is via the The decision of what kind of data format to utilize with geospatial imagery impacts data performance, scalability, and ...

Zarr Cloud Optimised N Dimensional - Detailed Analysis & Overview

In this talk from CNG Conference 2025, Earthmover's Lindsey Nield (Software Engineer) and Deepak Cherian (Forward Engineer) ... The best way to distribute large scientific datasets is via the The decision of what kind of data format to utilize with geospatial imagery impacts data performance, scalability, and ... www.pydata.org In this talk, I'd be talking about Recorded at PyCon DE & PyData Berlin 2024, 23.04.2024 Watch as Sanket Verma ... Instructor Jeff Gillan explains the format

Presented by Wei Ji Leong on 19 November 2025 15:45, at FOSS4G 2025 Auckland. Track: Lightning talk Full presentation ... Many scientific problems involve computing over large

Photo Gallery

Zarr: Cloud-optimised, N-dimensional, typed array storage
[CNG 2025] Zarr, Icechunk & Xarray for Cloud-Native Geospatial Data-cube Analysis – Nield & Cherian
Tom Augspurger - GPU Accelerated Zarr - PyData Global 2025
Zarr | Life Science Lightning Talk | Trevor Manz | Dask Summit 2021
Overview: Zarr - A Cloud Native ND Array Format
Tom Nicholas - How to build a cloud-optimised datacube of archival files in 3 lines of xarray
Mark Kittisopikul, Ph.D.-Combining Zarr, HDF5, and TIFF into a single data format-PyData Global 2025
MrSID vs Zarr Explained: Best Format for Aerial, Satellite, and Drone Imagery
Sanket Verma - The Beauty of Zarr | PyData Global 2022
Exploring Zarr: From Fundamentals to Version 3.0 and Beyond [PyCon DE & PyData Berlin 2024]
[2024 Spring] NextGen Geospatial Data Science - Xarray & Zarr
FOSS4G 2025 | GPU-native Zarr: Optimizing data throughput for large-scale geospatial ML workflows
View Detailed Profile
Zarr: Cloud-optimised, N-dimensional, typed array storage

Zarr: Cloud-optimised, N-dimensional, typed array storage

Talk by Sanket Verma, Software Engineer,

[CNG 2025] Zarr, Icechunk & Xarray for Cloud-Native Geospatial Data-cube Analysis – Nield & Cherian

[CNG 2025] Zarr, Icechunk & Xarray for Cloud-Native Geospatial Data-cube Analysis – Nield & Cherian

In this talk from CNG Conference 2025, Earthmover's Lindsey Nield (Software Engineer) and Deepak Cherian (Forward Engineer) ...

Tom Augspurger - GPU Accelerated Zarr - PyData Global 2025

Tom Augspurger - GPU Accelerated Zarr - PyData Global 2025

The

Zarr | Life Science Lightning Talk | Trevor Manz | Dask Summit 2021

Zarr | Life Science Lightning Talk | Trevor Manz | Dask Summit 2021

This is a lightning talk on Dask and

Overview: Zarr - A Cloud Native ND Array Format

Overview: Zarr - A Cloud Native ND Array Format

Sanket Verma,

Tom Nicholas - How to build a cloud-optimised datacube of archival files in 3 lines of xarray

Tom Nicholas - How to build a cloud-optimised datacube of archival files in 3 lines of xarray

The best way to distribute large scientific datasets is via the

Mark Kittisopikul, Ph.D.-Combining Zarr, HDF5, and TIFF into a single data format-PyData Global 2025

Mark Kittisopikul, Ph.D.-Combining Zarr, HDF5, and TIFF into a single data format-PyData Global 2025

TIFF, HDF5, and

MrSID vs Zarr Explained: Best Format for Aerial, Satellite, and Drone Imagery

MrSID vs Zarr Explained: Best Format for Aerial, Satellite, and Drone Imagery

The decision of what kind of data format to utilize with geospatial imagery impacts data performance, scalability, and ...

Sanket Verma - The Beauty of Zarr | PyData Global 2022

Sanket Verma - The Beauty of Zarr | PyData Global 2022

www.pydata.org In this talk, I'd be talking about

Exploring Zarr: From Fundamentals to Version 3.0 and Beyond [PyCon DE & PyData Berlin 2024]

Exploring Zarr: From Fundamentals to Version 3.0 and Beyond [PyCon DE & PyData Berlin 2024]

Recorded at PyCon DE & PyData Berlin 2024, 23.04.2024 https://2024.pycon.de/program/93MHQ3/ Watch as Sanket Verma ...

[2024 Spring] NextGen Geospatial Data Science - Xarray & Zarr

[2024 Spring] NextGen Geospatial Data Science - Xarray & Zarr

Instructor Jeff Gillan explains the format

FOSS4G 2025 | GPU-native Zarr: Optimizing data throughput for large-scale geospatial ML workflows

FOSS4G 2025 | GPU-native Zarr: Optimizing data throughput for large-scale geospatial ML workflows

Presented by Wei Ji Leong on 19 November 2025 15:45, at FOSS4G 2025 Auckland. Track: Lightning talk Full presentation ...

Zarr: Scalable Storage of Tensor Data for Use in Parallel and Distributed Computing | SciPy 2019 |

Zarr: Scalable Storage of Tensor Data for Use in Parallel and Distributed Computing | SciPy 2019 |

Many scientific problems involve computing over large