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ZENODO
Other literature type . 2025
License: CC BY
Data sources: ZENODO
ZENODO
Presentation . 2025
License: CC BY
Data sources: Datacite
ZENODO
Presentation . 2025
License: CC BY
Data sources: Datacite
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VirtualiZarr 2.0 - Create virtual Zarr stores for cloud-friendly access to archival data, using familiar xarray syntax.

descriptionPublicationkeyboard_double_arrow_right Presentation , Other literature type 22 Jul 2025Publisher:Zenodo
Authors: Jones, Max;

doi: 10.5281/zenodo.17428985 , 10.5281/zenodo.17428984

VirtualiZarr 2.0 - Create virtual Zarr stores for cloud-friendly access to archival data, using familiar xarray syntax.

Abstract

ESIP July 2025 Meeting Presentation - Foundational to Emerging Cloud-Native Technology VirtualiZarr allows accessing archival data in a cloud-optimized pattern, without copying or modifying the original data in any way. We will showcase the upcoming major release of VirtualiZarr, which adds easy merging/concatenation with parallelization via Dask, Lithops, or a custom executors via open_virtual_mfdatase; simple, reliable implementation of custom external parsers; direct data loading via Zarr and/or Xarray; and obstore integration for fast, reliable access to the cloud. We demonstrate VirtualiZarr's potential reducing the cost of services and simplifying user workflows.

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    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    		 Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green