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Visualizing climate variability with time-dependent probability density functions, detecting it using information theory

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Larson, Jay

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A framework for visualizing and detecting climate variability and change based on time-dependent probability density functions (PDFs) is developed. A set of information-theoretic statistics based on the Shannon Entropy and the Kullback-Leibler Divergence

dc.contributor.authorLarson, Jay
dc.coverage.spatialOmaha, NB
dc.date.accessioned2015-12-10T23:10:06Z
dc.date.created4 June 2012 through 6 June 2012
dc.identifier.urihttp://hdl.handle.net/1885/63582
dc.description.abstractA framework for visualizing and detecting climate variability and change based on time-dependent probability density functions (PDFs) is developed. A set of information-theoretic statistics based on the Shannon Entropy and the Kullback-Leibler Divergence
dc.publisherConference Organising Committee
dc.relation.ispartofseries12th Annual International Conference on Computational Science, ICCS 2012
dc.sourceProcedia Computer Science
dc.titleVisualizing climate variability with time-dependent probability density functions, detecting it using information theory
dc.typeConference paper
local.description.notesImported from ARIES
local.description.refereedYes
dc.date.issued2012
local.identifier.absfor080611 - Information Systems Theory
local.identifier.absfor040105 - Climatology (excl. Climate Change Processes)
local.identifier.ariespublicationU3488905xPUB824
local.type.statusPublished Version
local.contributor.affiliationLarson, Jay, College of Engineering and Computer Science, ANU
local.description.embargo2037-12-31
local.bibliographicCitation.startpage917
local.bibliographicCitation.lastpage926
local.identifier.doi10.1016/j.procs.2012.04.098
local.identifier.absseo960304 - Climate Variability (excl. Social Impacts)
local.identifier.absseo970108 - Expanding Knowledge in the Information and Computing Sciences
dc.date.updated2015-12-10T09:16:43Z
local.identifier.scopusID2-s2.0-84896940909
CollectionsANU Research Publications

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