About: Comparison of regional and at-site approaches to modelling probabilities of heavy precipitation

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About: Comparison of regional and at-site approaches to modelling probabilities of heavy precipitation Goto Sponge NotDistinct Permalink

An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

Attributes	Values
rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
rdfs:seeAlso	http://onlinelibrary.wiley.com/doi/10.1002/joc.2182/abstract
Description	Several approaches to estimating distributions of precipitation extremes are compared by means of simulation experiments, and their applications into observed data in the Czech Republic are evaluated. Regional frequency models, which take into account data in fixed or flexible regions’ when fitting a distribution at any site, lead to estimates with much smaller errors compared to a single-site analysis, and efficiently reduce random and climatologically irrelevant variations in the estimates of the model parameters and high quantiles. The region-of-influence methodology with a built-in regional homogeneity test is recognized as a useful approach, with the model based on proximity of sites outperforming the Hosking-Wallis regional frequency analysis. Several approaches to estimating distributions of precipitation extremes are compared by means of simulation experiments, and their applications into observed data in the Czech Republic are evaluated. Regional frequency models, which take into account data in fixed or flexible regions’ when fitting a distribution at any site, lead to estimates with much smaller errors compared to a single-site analysis, and efficiently reduce random and climatologically irrelevant variations in the estimates of the model parameters and high quantiles. The region-of-influence methodology with a built-in regional homogeneity test is recognized as a useful approach, with the model based on proximity of sites outperforming the Hosking-Wallis regional frequency analysis. (en)
Title	Comparison of regional and at-site approaches to modelling probabilities of heavy precipitation Comparison of regional and at-site approaches to modelling probabilities of heavy precipitation (en)
skos:prefLabel	Comparison of regional and at-site approaches to modelling probabilities of heavy precipitation Comparison of regional and at-site approaches to modelling probabilities of heavy precipitation (en)
skos:notation	RIV/68378289:_____/11:00368553!RIV12-AV0-68378289
http://linked.open...avai/riv/aktivita	P Z
http://linked.open...avai/riv/aktivity	P(GAP209/10/2045), P(GAP209/10/2265), P(KJB300420801), Z(AV0Z30420517)
http://linked.open...iv/cisloPeriodika	10
http://linked.open...vai/riv/dodaniDat	2012
http://linked.open...aciTvurceVysledku	Kyselý, Jan Gaál, Ladislav
http://linked.open.../riv/druhVysledku	J - Článek v odborném periodiku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Ústav fyziky atmosféry AV ČR, v. v. i.
http://linked.open...dnocenehoVysledku	191214
http://linked.open...ai/riv/idVysledku	RIV/68378289:_____/11:00368553
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	extreme value analysis; regional frequency analysis; precipitation extremes; region-of-influence method; central Europe (en)
http://linked.open.../riv/klicoveSlovo	central Europe extreme value analysis precipitation extremes region-of-influence method regional frequency analysis
http://linked.open...odStatuVydavatele	GB - Spojené království Velké Británie a Severního Irska
http://linked.open...ontrolniKodProRIV	[66F6C67B4D01]
http://linked.open...i/riv/nazevZdroje	International Journal of Climatology
http://linked.open...in/vavai/riv/obor	DG
http://linked.open...ichTvurcuVysledku	2 (xsd:int)
http://linked.open...cetTvurcuVysledku	3 (xsd:int)
http://linked.open...vavai/riv/projekt	Homogeneous and non-homogeneous Poisson process models for extremes in climate change studies Reproduction of links between atmospheric circulation and surface air temperature and precipitation distributions in climate models Regional and grid-box extreme value models in high-resolution climate model outputs
http://linked.open...UplatneniVysledku	2011
http://linked.open...v/svazekPeriodika	31
http://linked.open...iv/tvurceVysledku	Gaál, Ladislav Kyselý, Jan Picek, J.
http://linked.open...ain/vavai/riv/wos	000293247600004
http://linked.open...n/vavai/riv/zamer	Studium atmosférického obalu Země v interakci s pozemskými a kosmickými vlivy
issn	0899-8418
number of pages	16 (xsd:int)
http://bibframe.org/vocab/doi	10.1002/joc.2182

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