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Article: Errors and uncertainties in urban cellular automata

TitleErrors and uncertainties in urban cellular automata
Authors
Yeh, AGOLi, X
KeywordsCellular automata
GIS
Uncertainty
Urban simulation
Issue Date2006
PublisherPergamon. The Journal's web site is located at http://www.elsevier.com/locate/ceus
Citation
Computers, Environment And Urban Systems, 2006, v. 30 n. 1, p. 10-28 How to Cite?
DOI: http://dx.doi.org/10.1016/j.compenvurbsys.2004.05.007
AbstractErrors and uncertainties are important issues in most geographical analyses and modelling processes. Cellular automata (CA) have been increasingly used for modelling geographical phenomena, such as the evolution of urban systems. Urban simulation frequently involves the inputs of a large set of spatial variables from GIS. The errors of data source in GIS can propagate through CA modelling processes. Moreover, CA models themselves also have modeling uncertainties because they are just an approximation to reality. These uncertainties have impacts on the outcome of urban simulation. Identification and evaluation of these errors and uncertainties are crucial for understanding and implementing the simulation results of urban CA modelling. It is found that some of the characteristics of errors and uncertainties in urban CA are quite unique which are not present in traditional GIS models. The study can help urban modelers and planners to understand more clearly the characteristics and implications of CA modelling. © 2004 Elsevier Ltd. All rights reserved.
Persistent Identifierhttp://hdl.handle.net/10722/89864
ISSN
0198-9715
2021 Impact Factor: 6.454
2020 SCImago Journal Rankings: 1.549
ISI Accession Number ID
WOS:000242524900002
References
References in Scopus

 

DC FieldValueLanguage
dc.contributor.authorYeh, AGOen_HK
dc.contributor.authorLi, Xen_HK
dc.date.accessioned2010-09-06T10:02:44Z-
dc.date.available2010-09-06T10:02:44Z-
dc.date.issued2006en_HK
dc.identifier.citationComputers, Environment And Urban Systems, 2006, v. 30 n. 1, p. 10-28en_HK
dc.identifier.issn0198-9715en_HK
dc.identifier.urihttp://hdl.handle.net/10722/89864-
dc.description.abstractErrors and uncertainties are important issues in most geographical analyses and modelling processes. Cellular automata (CA) have been increasingly used for modelling geographical phenomena, such as the evolution of urban systems. Urban simulation frequently involves the inputs of a large set of spatial variables from GIS. The errors of data source in GIS can propagate through CA modelling processes. Moreover, CA models themselves also have modeling uncertainties because they are just an approximation to reality. These uncertainties have impacts on the outcome of urban simulation. Identification and evaluation of these errors and uncertainties are crucial for understanding and implementing the simulation results of urban CA modelling. It is found that some of the characteristics of errors and uncertainties in urban CA are quite unique which are not present in traditional GIS models. The study can help urban modelers and planners to understand more clearly the characteristics and implications of CA modelling. © 2004 Elsevier Ltd. All rights reserved.en_HK
dc.languageengen_HK
dc.publisherPergamon. The Journal's web site is located at http://www.elsevier.com/locate/ceusen_HK
dc.relation.ispartofComputers, Environment and Urban Systemsen_HK
dc.subjectCellular automataen_HK
dc.subjectGISen_HK
dc.subjectUncertaintyen_HK
dc.subjectUrban simulationen_HK
dc.titleErrors and uncertainties in urban cellular automataen_HK
dc.typeArticleen_HK
dc.identifier.openurlhttp://library.hku.hk:4550/resserv?sid=HKU:IR&issn=0198-9715&volume=30&issue=1&spage=10&epage=28&date=2006&atitle=Errors+and+Uncertainties+in+Urban+Cellular+Automataen_HK
dc.identifier.emailYeh, AGO: hdxugoy@hkucc.hku.hken_HK
dc.identifier.authorityYeh, AGO=rp01033en_HK
dc.description.naturelink_to_subscribed_fulltext-
dc.identifier.doi10.1016/j.compenvurbsys.2004.05.007en_HK
dc.identifier.scopuseid_2-s2.0-30844457492en_HK
dc.identifier.hkuros117648en_HK
dc.relation.referenceshttp://www.scopus.com/mlt/select.url?eid=2-s2.0-30844457492&selection=ref&src=s&origin=recordpageen_HK
dc.identifier.volume30en_HK
dc.identifier.issue1en_HK
dc.identifier.spage10en_HK
dc.identifier.epage28en_HK
dc.identifier.isiWOS:000242524900002-
dc.publisher.placeUnited Kingdomen_HK
dc.identifier.scopusauthoridYeh, AGO=7103069369en_HK
dc.identifier.scopusauthoridLi, X=34872691500en_HK
dc.identifier.issnl0198-9715-

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