Up-to-date statistical essentials in climate change and hydrology: A review

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dc.authorid0000-0003-2754-5492
dc.contributor.authorŞen, Zekai
dc.date.accessioned2020-12-25T11:27:22Z
dc.date.available2020-12-25T11:27:22Z
dc.date.issued2020
dc.departmentİstanbul Medipol Üniversitesi, Mühendislik ve Doğa Bilimleri Fakültesi, İnşaat Mühendisliği Bölümü
dc.description.abstractIn climatology and hydrology probabilistic, statistical and stochastic analyses are frequently used tools for the identification of changes and variability within uncertainty domain. There are different statistical-based methodologies for climate change and hydrology data modelling, future simulation and projection studies. Although integro-differential conservation equations provide the dynamic basis, but due to uncertainty ingredients probabilistic and especially statistical calculation principles are panaceas for better solutions. In the literature, there are many articles, where the proper usages of the statistical methodologies are rather weak, incomplete or even to a certain extent not acceptable. The main reason might be in many cases use of ready software without knowing the rational, logical and practical background principles of the statistical methodologies with their validity of restrictive assumptions. There are numerous statistical methods with their special pros and cons. This review paper covers the main applications of statistical methods in climate change and hydrology studies.
dc.identifier.citationŞen, Z. (2020). Up-to-date statistical essentials in climate change and hydrology: A review. International Journal of Global Warming, 22(4), 392-431. https://dx.doi.org/10.1504/IJGW.2020.111515
dc.identifier.doi10.1504/IJGW.2020.111515
dc.identifier.endpage431
dc.identifier.issn1758-2083
dc.identifier.issn1758-2091
dc.identifier.issue4
dc.identifier.scopusqualityQ3
dc.identifier.startpage392
dc.identifier.urihttps://dx.doi.org/10.1504/IJGW.2020.111515
dc.identifier.urihttps://hdl.handle.net/20.500.12511/6149
dc.identifier.volume22
dc.identifier.wosqualityQ4
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherInderscience Publishers Ltd
dc.relation.ispartofInternational Journal of Global Warmingen_US
dc.relation.publicationcategoryDiğer
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectAssumptions
dc.subjectClimatology
dc.subjectHydrology
dc.subjectMethodologies
dc.subjectParameters
dc.subjectPitfalls
dc.subjectStatistics
dc.subjectTrends
dc.subjectUncertainty
dc.titleUp-to-date statistical essentials in climate change and hydrology: A review
dc.typeReview Article

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