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A grid for multidimensional and multivariate spatial representation and data processing

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journal contribution
posted on 2023-05-20, 14:35 authored by Tobias StaalTobias Staal, Anya ReadingAnya Reading
Researchers use 2D and 3D spatial models of multivariate data of differing resolutions and formats. It can be challenging to work with multiple datasets, and it is time consuming to set up a robust, performant grid to handle such spatial models. We share ‘agrid’, a Python module which provides a framework for containing multidimensional data and functionality to work with those data. The module provides methods for defining the grid, data import, visualisation, processing capability and export. To facilitate reproducibility, the grid can point to original data sources and provides support for structured metadata. The module is written in an intelligible high level programming language, and uses well documented libraries as numpy, xarray, dask and rasterio.

Funding

Australian Research Council

History

Publication title

Journal of Open Research Software

Volume

8

Pagination

1-7

ISSN

2049-9647

Department/School

Institute for Marine and Antarctic Studies

Publisher

Ubiquity Press Ltd

Place of publication

United Kingdom

Rights statement

Copyright 2020 the authors. Licensed under Creative Commons Attribution 4.0 International (CC BY 4.0) https://creativecommons.org/licenses/by/4.0/

Repository Status

  • Open

Socio-economic Objectives

Expanding knowledge in the earth sciences

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