Please use this identifier to cite or link to this item:
https://hdl.handle.net/2440/81294
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Full metadata record
DC Field | Value | Language |
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dc.contributor.author | Binder, B. | - |
dc.contributor.author | Simpson, M. | - |
dc.date.issued | 2013 | - |
dc.identifier.citation | Physical Review E: Statistical, Nonlinear, and Soft Matter Physics, 2013; 88(2):1-10 | - |
dc.identifier.issn | 1539-3755 | - |
dc.identifier.issn | 1550-2376 | - |
dc.identifier.uri | http://hdl.handle.net/2440/81294 | - |
dc.description.abstract | We define a pair-correlation function that can be used to characterize spatiotemporal patterning in experimental images and snapshots from discrete simulations. Unlike previous pair-correlation functions, the pair-correlation functions developed here depend on the location and size of objects. The pair-correlation function can be used to indicate complete spatial randomness, aggregation, or segregation over a range of length scales, and quantifies spatial structures such as the shape, size, and distribution of clusters. Comparing pair-correlation data for various experimental and simulation images illustrates their potential use as a summary statistic for calibrating discrete models of various physical processes. | - |
dc.description.statementofresponsibility | Benjamin J. Binder, Matthew J. Simpson | - |
dc.language.iso | en | - |
dc.publisher | American Physical Soc | - |
dc.rights | © 2013 American Physical Society. | - |
dc.source.uri | http://dx.doi.org/10.1103/physreve.88.022705 | - |
dc.subject | Agent based simulation | - |
dc.subject | Complete spatial randomness | - |
dc.subject | Discrete simulations | - |
dc.subject | Distribution of cluster | - |
dc.subject | Pair correlation functions | - |
dc.subject | Simulation images | - |
dc.subject | Spatial structure | - |
dc.subject | Summary statistic | - |
dc.title | Quantifying spatial structure in experimental observations and agent-based simulations using pair-correlation functions | - |
dc.type | Journal article | - |
dc.identifier.doi | 10.1103/PhysRevE.88.022705 | - |
dc.relation.grant | http://purl.org/au-research/grants/arc/DP120100551 | - |
pubs.publication-status | Published | - |
dc.identifier.orcid | Binder, B. [0000-0002-1812-6715] | - |
Appears in Collections: | Aurora harvest Mathematical Sciences publications |
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File | Description | Size | Format | |
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hdl_81294.pdf | Published version | 1.77 MB | Adobe PDF | View/Open |
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