About: Estimating extremes in climate change simulations using the peaks- over-threshold method with a non-stationary threshold

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About: Estimating extremes in climate change simulations using the peaks- over-threshold method with a non-stationary threshold Goto Sponge NotDistinct Permalink

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	The paper presents a methodology for estimating high quantiles of distributions of daily temperature in a non-stationary context, based on peaks-over-threshold analysis with a time-dependent threshold expressed in terms of regression quantiles. The extreme value models are applied to estimate 20-yr return values of maximum daily temperature over Europe in transient global climate model (GCM) simulations for the 21st century. A comparison of scenarios of changes in the 20-yr return temperatures based on the non-stationary peaks-over-threshold models with conventional stationary models is performed. The paper presents a methodology for estimating high quantiles of distributions of daily temperature in a non-stationary context, based on peaks-over-threshold analysis with a time-dependent threshold expressed in terms of regression quantiles. The extreme value models are applied to estimate 20-yr return values of maximum daily temperature over Europe in transient global climate model (GCM) simulations for the 21st century. A comparison of scenarios of changes in the 20-yr return temperatures based on the non-stationary peaks-over-threshold models with conventional stationary models is performed. (en)
Title	Estimating extremes in climate change simulations using the peaks- over-threshold method with a non-stationary threshold Estimating extremes in climate change simulations using the peaks- over-threshold method with a non-stationary threshold (en)
skos:prefLabel	Estimating extremes in climate change simulations using the peaks- over-threshold method with a non-stationary threshold Estimating extremes in climate change simulations using the peaks- over-threshold method with a non-stationary threshold (en)
skos:notation	RIV/46747885:24510/10:#0000066!RIV11-GA0-24510___
http://linked.open...avai/riv/aktivita	P Z
http://linked.open...avai/riv/aktivity	P(GA205/06/1535), P(GAP209/10/2045), P(LC06024), Z(AV0Z30420517)
http://linked.open...iv/cisloPeriodika	1-2
http://linked.open...vai/riv/dodaniDat	2011
http://linked.open...aciTvurceVysledku	Picek, Jan
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	Technická univerzita v Liberci / Fakulta přírodovědně-humanitní a pedagogická
http://linked.open...dnocenehoVysledku	257534
http://linked.open...ai/riv/idVysledku	RIV/46747885:24510/10:#0000066
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	climate change; extreme value analysis; global climate models; peaks-over-threshold method; peaks-over-quantile regression; quantile regression; Poisson process; extreme temperatures (en)
http://linked.open.../riv/klicoveSlovo	Poisson process quantile regression extreme temperatures climate change extreme value analysis global climate models peaks-over-quantile regression peaks-over-threshold method
http://linked.open...odStatuVydavatele	NL - Nizozemsko
http://linked.open...ontrolniKodProRIV	[11818DC41D96]
http://linked.open...i/riv/nazevZdroje	Global and Planetary Change
http://linked.open...in/vavai/riv/obor	DG
http://linked.open...ichTvurcuVysledku	1 (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 Jaroslav Hájek Center for Theoretical and Applied Statistics Extreme value models with time dependent parameters and their application in climate change studies
http://linked.open...UplatneniVysledku	2010
http://linked.open...v/svazekPeriodika	72
http://linked.open...iv/tvurceVysledku	Beranová, Romana Kyselý, Jan Picek, Jan
http://linked.open...ain/vavai/riv/wos	000279889600007
http://linked.open...n/vavai/riv/zamer	Studium atmosférického obalu Země v interakci s pozemskými a kosmickými vlivy
issn	0921-8181
number of pages	14 (xsd:int)
http://localhost/t...ganizacniJednotka	24510
is http://linked.open...avai/riv/vysledek of	Estimating extremes in climate change simulations using the peaks- over-threshold method with a non-stationary threshold

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