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Benchmarking homogenization algorithms for monthly data

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67179843%3A_____%2F12%3A00388752" target="_blank" >RIV/67179843:_____/12:00388752 - isvavai.cz</a>

  • Result on the web

    <a href="http://dx.doi.org/10.5194/cp-8-89-2012" target="_blank" >http://dx.doi.org/10.5194/cp-8-89-2012</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.5194/cp-8-89-2012" target="_blank" >10.5194/cp-8-89-2012</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    Benchmarking homogenization algorithms for monthly data

  • Original language description

    The COST (European Cooperation in Science and Technology) Action ES0601: advances in homogenization methods of climate series: an integrated approach(HOME) has executed a blind intercomparison and validation study for monthly homogenization algorithms. Time series of monthly temperature and precipitation were evaluated because of their importance for climate studies and because they represent two important types of statistics (additive and multiplicative). The algorithms were validated against a realistic benchmark dataset. The benchmark contains real inhomogeneous data as well as simulated data with inserted inhomogeneities. Random independent break-type inhomogeneities with normally distributed breakpoint sizes were added to the simulated datasets. To approximate real world conditions, breaks were introduced that occur simultaneously in multiple station series within a simulated network of station data. The simulated time series also contained outliers, missing data periods and local

  • Czech name

  • Czech description

Classification

  • Type

    J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)

  • CEP classification

    EH - Ecology - communities

  • OECD FORD branch

Result continuities

  • Project

  • Continuities

    I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Others

  • Publication year

    2012

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Name of the periodical

    Climate of the Past

  • ISSN

    1814-9324

  • e-ISSN

  • Volume of the periodical

    8

  • Issue of the periodical within the volume

    1

  • Country of publishing house

    DE - GERMANY

  • Number of pages

    26

  • Pages from-to

    89-115

  • UT code for WoS article

    000300878100007

  • EID of the result in the Scopus database