Functional signatures in Great Britain: A dataset

Samardzhiev, Krasen, Fleischmann, Martin ORCID: 0000-0003-3319-3366, Arribas-Bel, Daniel ORCID: 0000-0002-6274-1619, Calafiore, Alessia and Rowe, Francisco ORCID: 0000-0003-4137-0246 (2022) Functional signatures in Great Britain: A dataset. DATA IN BRIEF, 43. 108335-.

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Official URL: http://dx.doi.org/10.1016/j.dib.2022.108335

Abstract

The spatial distribution of activities and agents within cities, conceptualised as an urban function, profoundly affects how different areas are perceived and lived. This dataset introduces the concept of functional signatures - contiguous areas of a similar urban function delineated based on enclosed tessellation cells (ETC) - and applies it to the area of Great Britain. ETCs are granular spatial units, which capture function based on interpolations from open data inputs stretching from remote sensing to land use, census and points of interest data. The spatial extent of each signature type is defined by grouping ETCs using cluster analysis, based on similarity between their functional profiles, inferred by the data linked to each cell. This approach results in a dataset that reflects urban function as a composite of aspects, rather than a singular use, and is built up from granular spatial units. Furthermore, the underlying data are sourced from available open data products, which together with a method and code fully available, yields a fully reproducible pipeline and makes our dataset and open data product. Both the final classification composed of 17 types of functional signatures and the underlying data collected on the level of enclosed tessellation cells are included in the release and described in this report.

Item Type:	Article
Uncontrolled Keywords:	Geographic data science, Urban analytics, Functional areas, Spatial data, Land use
Divisions:	Faculty of Science and Engineering > School of Environmental Sciences
Depositing User:	Symplectic Admin
Date Deposited:	08 Jun 2022 09:49
Last Modified:	18 Jan 2023 21:00
DOI:	10.1016/j.dib.2022.108335
Open Access URL:	https://doi.org/10.1016/j.dib.2022.108335
Related URLs:	Author Publisher
URI:	https://livrepository.liverpool.ac.uk/id/eprint/3156051