Verifying regional climate model results with web-based expert-system

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dc.authoridsen, burak/0000-0001-8105-1106
dc.contributor.authorSonuc, Emrullah
dc.contributor.authorSen, Baha
dc.contributor.authorSen, Burak
dc.date.accessioned2024-09-29T16:00:37Z
dc.date.available2024-09-29T16:00:37Z
dc.date.issued2012
dc.departmentKarabük Üniversitesien_US
dc.description1st World Conference on Innovation and Software Development (INSODE) -- OCT 02-10, 2011 -- Bahcesehir Univ, Istanbul, TURKEYen_US
dc.description.abstractThe verification system aims at monitoring the forecast quality over time. Verification helps improving the forecast quality by knowing the strengths and weaknesses of the existing forecasting system and by comparing the quality of different forecasting methodologies. Thus, the web-based verification system has been developed for verification of forecast results that is produced by International Center for Theoretical Physics Regional Climate Model v4 for our country. The forecasters and analysts can analyze the data in real-time with this web-based system. In this study, model values obtained from the system provided by ULAKBIM High Performance and Grid Computing Center. Model and station values were compared with each other for verification of model results with observation values. Therefore model grid values are transferred to station by using bi-linear and nearest neighbor (k-NN) (proximal) interpolation methods. This process in meteorological literature is called grid to point technique. Verification methods for forecasts of continuous variables are used to verify forecast values with observation values. Some verification methods; Mean Error, Mean Absolute Error and Root Mean Square Error, are calculated for validation. Verification results are shown as table and graphics on web-based system which is developed by the power of PHP (PHP: Hypertext Preprocessor). (C) 2011 Published by Elsevier Ltd.en_US
dc.identifier.doi10.1016/j.protcy.2012.02.007
dc.identifier.endpage30en_US
dc.identifier.issn2212-0173
dc.identifier.startpage24en_US
dc.identifier.urihttps://doi.org/10.1016/j.protcy.2012.02.007
dc.identifier.urihttps://hdl.handle.net/20.500.14619/5234
dc.identifier.volume1en_US
dc.identifier.wosWOS:000318909900005en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.language.isoenen_US
dc.publisherElsevier Science Bven_US
dc.relation.ispartofFirst World Conference On Innovation and Computer Sciences (Insode 2011)en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectexpert verification systemen_US
dc.subjectclimate modelen_US
dc.subjectgrid to point verificationen_US
dc.subjectregcmen_US
dc.subjectgradsen_US
dc.titleVerifying regional climate model results with web-based expert-systemen_US
dc.typeConference Objecten_US

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