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
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Czech description
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Classification
Type
J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)
CEP classification
EH - Ecology - communities
OECD FORD branch
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Result continuities
Project
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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
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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
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