About: Geostatistical modeling of high resolution climate change scenarion data

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

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	Geostatistical prediction of annual mean air temperature and precipitation data was carried out for the reference (1961–1990) and distant future (2071–2100) climates. In particular, we used kriging of residuals, universal kriging with external drift, and external drift kriging in the scope of IRF-k (intrinsic random functions of order k). Prediction based on linear regression of elevation data was used as a complementary technique. We found that all kriging-based techniques outperformed the linear regression-based approach, yielding mean square error lower by 53–75%. External drift kriging in the scope of IRF-k produced slightly better results for most of the climate variables analysed. The poorest results were achieved in the case of annual mean air temperature for the period 1961–1990, where the variogram of residuals was very erratic. Geostatistical prediction of annual mean air temperature and precipitation data was carried out for the reference (1961–1990) and distant future (2071–2100) climates. In particular, we used kriging of residuals, universal kriging with external drift, and external drift kriging in the scope of IRF-k (intrinsic random functions of order k). Prediction based on linear regression of elevation data was used as a complementary technique. We found that all kriging-based techniques outperformed the linear regression-based approach, yielding mean square error lower by 53–75%. External drift kriging in the scope of IRF-k produced slightly better results for most of the climate variables analysed. The poorest results were achieved in the case of annual mean air temperature for the period 1961–1990, where the variogram of residuals was very erratic. (en)
Title	Geostatistical modeling of high resolution climate change scenarion data Geostatistical modeling of high resolution climate change scenarion data (en)
skos:prefLabel	Geostatistical modeling of high resolution climate change scenarion data Geostatistical modeling of high resolution climate change scenarion data (en)
skos:notation	RIV/60460709:41320/11:49790!RIV12-MZE-41320___
http://linked.open...avai/riv/aktivita	P
http://linked.open...avai/riv/aktivity	P(QH91097)
http://linked.open...iv/cisloPeriodika	1-2
http://linked.open...vai/riv/dodaniDat	2012
http://linked.open...aciTvurceVysledku	Hlásny, Tomáš
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	Česká zemědělská univerzita v Praze / Fakulta lesnická a dřevařská
http://linked.open...dnocenehoVysledku	201239
http://linked.open...ai/riv/idVysledku	RIV/60460709:41320/11:49790
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	mean annual air temperature, annual precipitation totals, ALADIN regional climatic model, external drift kriging, non-stationary modelling, Slovakia (en)
http://linked.open.../riv/klicoveSlovo	ALADIN regional climatic model annual precipitation totals external drift kriging mean annual air temperature non-stationary modelling Slovakia
http://linked.open...odStatuVydavatele	HU - Maďarsko
http://linked.open...ontrolniKodProRIV	[CD010DF1C258]
http://linked.open...i/riv/nazevZdroje	Idojaras
http://linked.open...in/vavai/riv/obor	DG
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	6 (xsd:int)
http://linked.open...vavai/riv/projekt	Analysis of the climate change impacts on the distribution and voltinism of Ips typographus in spruce forests of the Czech Republic as underlying information for their sustainable management
http://linked.open...UplatneniVysledku	2011
http://linked.open...v/svazekPeriodika	115
http://linked.open...iv/tvurceVysledku	Hlásny, Tomáš Štěpánek, Petr Vizi, Ladislav Farda, Aleš Sitková, Zuzana Skalák, Petr
http://linked.open...ain/vavai/riv/wos	000291351700006
issn	0324-6329
number of pages	15 (xsd:int)
http://localhost/t...ganizacniJednotka	41320

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