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dc.contributor.authorMonjo, Robert
dc.contributor.authorChust, Guillem
dc.contributor.authorCaselles, Vicente
dc.date.accessioned2017-10-23T11:15:28Z-
dc.date.available2017-10-23T11:15:28Z-
dc.date.issued2014
dc.identifierISI:000338446500024
dc.identifier.citationTHEORETICAL AND APPLIED CLIMATOLOGY, 2014, 117, 317-329
dc.identifier.issn0177-798X
dc.identifier.urihttp://dspace.azti.es/handle/24689/342-
dc.description.abstractA parametric quantile-quantile transformation is used to correct the systematic errors of precipitation projected by regional climate models. For this purpose, we used two new probability distributions: modified versions of the Gumbel and log-logistic distributions, which fit to the precipitation of both wet and dry days. With these tools, the daily probability distribution of seven regional climate models was corrected: Aladin-ARPEGE, CLM-HadCM3Q0, HIRHAM-HadCM3Q0, HIRHAM-BCM, RECMO-ECHAM5-rt3, REMO-ECHAM-rt3 and PROMES-HadCM3Q0. The implemented method presents an error less than 5 \% in the simulation of the average precipitation and 1 \% in the simulation of the number of dry days. For the study area, an intensification of daily and subdaily precipitation is expected under the A1B scenario throughout the 21st century. This intensification is interpreted as a consequence of the process of `mediterraneanisation' of the most southern ocean climate.
dc.description.sponsorshipThis work is the last part of the doctoral thesis written at the Department of Earth Physics of the University of Valencia. This work is supported by the Department of Environment, Regional Planning, Agriculture and Fisheries of the Basque Government (K-Egokitzen II project, Etortek Funding Program). Likewise, we acknowledge the State Meteorological Agency of Spain (AEMET) and Hydrographics Confederations of Ebro (CHE) and Jucar (CHJ) for providing the data for this study. In particular, we thank Jose Angel Nunez, head of the Department of Climatology AEMET delegation in Valencia, and Margarita Martin, AEMET delegate in the Basque Country, for their helpful comments. Finally, it is fair to acknowledge the support of Maddalen Mendizabal (Tecnalia) especially for raising the issue of probability of daily precipitation.
dc.language.isoeng
dc.publisherSPRINGER WIEN
dc.subjectCLIMATE-CHANGE
dc.subjectMODEL
dc.subjectEXTREMES
dc.subjectUNCERTAINTIES
dc.subjectSIMULATIONS
dc.subjectTEMPERATURE
dc.subjectSCENARIO
dc.subjectSYSTEM
dc.subjectFLOWS
dc.titleProbabilistic correction of RCM precipitation in the Basque Country (Northern Spain)
dc.typeArticle
dc.identifier.journalTHEORETICAL AND APPLIED CLIMATOLOGY
dc.format.page317-329
dc.format.volume117
dc.contributor.funderDepartment of Environment, Regional Planning, Agriculture and Fisheries of the Basque Government
dc.identifier.e-issn1434-4483
dc.identifier.doi10.1007/s00704-013-1008-8
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