A spatiodynamic model for assessing frost risk in south-eastern Australia

dc.contributor.authorBakar, Khandoker (Shuvo)
dc.contributor.authorKokic, Philip N
dc.contributor.authorJin, Huidong (Warren)
dc.date.accessioned2016-06-14T23:20:32Z
dc.date.issued2015
dc.date.updated2016-06-14T08:50:22Z
dc.description.abstractPrevious climate research concluded that causal influences which have contributed to changes in frost risk in south-eastern Australia include greenhouse gas concentration, El-Niño southern oscillation and other effects. Some of the climatic indices representing these effects have spatiotemporal misalignment and may have a spatially and temporally varying effect on observed data. Other indices are constructed from grid-referenced physical models, which creates a point-to-area problem. To address these issues we use a spatiodynamic model, which comprises a blending of spatially varying and temporally dynamic parameters. For the data that we examine the model proposed performs well in out-of-sample validation compared with a spatiotemporal model
dc.identifier.issn0035-9254
dc.identifier.urihttp://hdl.handle.net/1885/103434
dc.publisherBlackwell Publishing Ltd
dc.rightsFOR codes added. AM
dc.sourceJournal of the Royal Statistical Society Series C
dc.titleA spatiodynamic model for assessing frost risk in south-eastern Australia
dc.typeJournal article
local.bibliographicCitation.issue5
local.bibliographicCitation.lastpage778
local.bibliographicCitation.startpage755
local.contributor.affiliationBakar, K S, Yale University
local.contributor.affiliationKokic, Philip N., CSIRO
local.contributor.affiliationJin, Huidong (Warren), College of Engineering and Computer Science, ANU
local.contributor.authoremailu1817131@anu.edu.au
local.contributor.authoruidJin, Huidong (Warren), u1817131
local.description.embargo2037-12-31
local.description.notesImported from ARIES
local.identifier.absfor040699 - Physical Geography and Environmental Geoscience not elsewhere classified
local.identifier.absfor050204 - Environmental Impact Assessment
local.identifier.absseo970105 - Expanding Knowledge in the Environmental Sciences
local.identifier.ariespublicationU3488905xPUB7652
local.identifier.ariespublicationu4821258xPUB3
local.identifier.citationvolume64
local.identifier.doi10.1111/rssc.12103
local.identifier.scopusID2-s2.0-84943580400
local.identifier.uidSubmittedByU3488905
local.type.statusPublished Version

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