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Mathematical aspects of the kriging applied on landslide in Halenkovice (Czech Republic)

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dc.title Mathematical aspects of the kriging applied on landslide in Halenkovice (Czech Republic) en
dc.contributor.author Zůvala, Robert
dc.contributor.author Fišerová, Eva
dc.contributor.author Marek, Lukáš
dc.relation.ispartof Open Geosciences
dc.identifier.issn 2391-5447 Scopus Sources, Sherpa/RoMEO, JCR
dc.date.issued 2016
utb.relation.volume 8
utb.relation.issue 1
dc.citation.spage 275
dc.citation.epage 288
dc.type article
dc.language.iso en
dc.publisher De Gruyter
dc.identifier.doi 10.1515/geo-2016-0023
dc.relation.uri http://www.degruyter.com/view/j/geo.2016.8.issue-1/geo-2016-0023/geo-2016-0023.xml
dc.subject data imputation en
dc.subject landslide en
dc.subject missing values en
dc.subject universal kriging en
dc.subject variogram en
dc.description.abstract Kriging is one of the geostatistical techniques for spatial data analysis that is usually used for a modelling of natural phenomena or a creation of digital elevation models. In this paper, we introduce kriging methods in the context of a landslide modelling in time. The proposed procedure, as well as most of the statistical methods, is designed for complete data sets, i.e. the observations at the beginning and the end of the study are available. In order to use all the information from the data and to avoid the loss of information after omitting observations with missing values, the algorithm for imputation of missing data values based on kriging techniques is proposed. The methodology was verified by the landslide modelling in Halenkovice, Czech Republic, during the period from June 2008 to March 2010. The obtained results showed a potential of kriging methods for the landslide modelling. © R. Zůvala et al., published by De Gruyter Open. en
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1006529
utb.identifier.obdid 43881157
utb.identifier.scopus 2-s2.0-84975745530
utb.identifier.wok 000385797300008
utb.source j-scopus
dc.date.accessioned 2016-08-09T14:02:54Z
dc.date.available 2016-08-09T14:02:54Z
dc.description.sponsorship Operational Program Education for Competitiveness - European Social Fund (Ministry of Education, Youth and Sports of the Czech Republic) [CZ.1.07/2.3.00/20.0170]; Internal Grant Agency of Palacky University in Olomouc [IGA_PrF_2015_013]
dc.rights Attribution-NonCommercial-NoDerivs 3.0 Unported
dc.rights.uri http://creativecommons.org/licenses/by-nc-nd/3.0/
dc.rights.access openAccess
utb.contributor.internalauthor Zůvala, Robert
utb.fulltext.affiliation Robert Zůvala *, Eva Fišerová, Lukáš Marek * Corresponding Author: Robert Zůvala: Department of Mathematical Analysis and Applications of Mathematics, Faculty of Science, Palacky University in Olomouc, 17. listopadu 1192/12, 771 46 Olomouc, Czech Republic; Department of Applied Informatics, Faculty of Science, Tomas Bata University in Zlín, Nad Stráněmi 4511, 760 05 Zlín, Czech Republic; Email: r.zuvala@seznam.cz Eva Fišerová: Department of Mathematical Analysis and Applications of Mathematics, Faculty of Science, Palacky University in Olomouc, 17. listopadu 1192/12, 771 46 Olomouc, Czech Republic Lukáš Marek: Department of Geography, University of Canterbury, Private Bag 4800, 8140 Christchurch, New Zealand; Department of Geoinformatics, Faculty of Science, Palacky University in Olomouc, 17. listopadu 50, 771 46 Olomouc, Czech Republic
utb.fulltext.dates Received Sep 22, 2015 accepted Dec 27, 2015
utb.fulltext.faculty Faculty of Applied Informatics
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