Matches in SemOpenAlex for { <https://semopenalex.org/work/W2950482006> ?p ?o ?g. }
Showing items 1 to 82 of
82
with 100 items per page.
- W2950482006 endingPage "129" @default.
- W2950482006 startingPage "121" @default.
- W2950482006 abstract "Rainfall data are more than or equal zero and can be represented using Gamma distribution. In statistical downscaling the local scale rainfall data are used as the response variable to develop functional relation with global scale precipitation data of Global Circulation Model (GCM) output as the predictor variables. Generally, GCM output are multicollinear and regularization method can solve the problem. This paper develops a statistical downscaling model with the response of Gamma distribution using ridge regularizations and elastic net regularizations. Data are monthly rainfall in Indramayu at 1981-2013 and monthly precipitation data of GCM output in 1981-2013. The result shows that the elastic net (standard deviation of RMSEP value is 22.7 mm/month and standard deviation of correlation between actual and predicted value is 0.20 in four years) is more consistent than ridge regularization (standard deviation of RMSEP value is 35.7 mm/month and standard deviation of correlation between actual dan predict rainfall is 0.22 in four years) in predicting a next year rainfall.Keywords: Gamma Distribution, Statistical Downscaling, Global Circulation Model, Ridge, Elastic Net" @default.
- W2950482006 created "2019-06-27" @default.
- W2950482006 creator A5039616921 @default.
- W2950482006 creator A5060033587 @default.
- W2950482006 creator A5079021636 @default.
- W2950482006 date "2017-04-01" @default.
- W2950482006 modified "2023-09-27" @default.
- W2950482006 title "Statistical Downscaling with Gamma Distribution and Elastic Net Regularization" @default.
- W2950482006 hasPublicationYear "2017" @default.
- W2950482006 type Work @default.
- W2950482006 sameAs 2950482006 @default.
- W2950482006 citedByCount "2" @default.
- W2950482006 countsByYear W29504820062020 @default.
- W2950482006 crossrefType "journal-article" @default.
- W2950482006 hasAuthorship W2950482006A5039616921 @default.
- W2950482006 hasAuthorship W2950482006A5060033587 @default.
- W2950482006 hasAuthorship W2950482006A5079021636 @default.
- W2950482006 hasConcept C105795698 @default.
- W2950482006 hasConcept C107054158 @default.
- W2950482006 hasConcept C121332964 @default.
- W2950482006 hasConcept C127313418 @default.
- W2950482006 hasConcept C149717495 @default.
- W2950482006 hasConcept C151730666 @default.
- W2950482006 hasConcept C153294291 @default.
- W2950482006 hasConcept C154945302 @default.
- W2950482006 hasConcept C203868755 @default.
- W2950482006 hasConcept C22679943 @default.
- W2950482006 hasConcept C2776135515 @default.
- W2950482006 hasConcept C2780092901 @default.
- W2950482006 hasConcept C32277403 @default.
- W2950482006 hasConcept C33923547 @default.
- W2950482006 hasConcept C39432304 @default.
- W2950482006 hasConcept C41008148 @default.
- W2950482006 hasConcept C41156917 @default.
- W2950482006 hasConcept C83546350 @default.
- W2950482006 hasConceptScore W2950482006C105795698 @default.
- W2950482006 hasConceptScore W2950482006C107054158 @default.
- W2950482006 hasConceptScore W2950482006C121332964 @default.
- W2950482006 hasConceptScore W2950482006C127313418 @default.
- W2950482006 hasConceptScore W2950482006C149717495 @default.
- W2950482006 hasConceptScore W2950482006C151730666 @default.
- W2950482006 hasConceptScore W2950482006C153294291 @default.
- W2950482006 hasConceptScore W2950482006C154945302 @default.
- W2950482006 hasConceptScore W2950482006C203868755 @default.
- W2950482006 hasConceptScore W2950482006C22679943 @default.
- W2950482006 hasConceptScore W2950482006C2776135515 @default.
- W2950482006 hasConceptScore W2950482006C2780092901 @default.
- W2950482006 hasConceptScore W2950482006C32277403 @default.
- W2950482006 hasConceptScore W2950482006C33923547 @default.
- W2950482006 hasConceptScore W2950482006C39432304 @default.
- W2950482006 hasConceptScore W2950482006C41008148 @default.
- W2950482006 hasConceptScore W2950482006C41156917 @default.
- W2950482006 hasConceptScore W2950482006C83546350 @default.
- W2950482006 hasLocation W29504820061 @default.
- W2950482006 hasOpenAccess W2950482006 @default.
- W2950482006 hasPrimaryLocation W29504820061 @default.
- W2950482006 hasRelatedWork W157933188 @default.
- W2950482006 hasRelatedWork W1993118301 @default.
- W2950482006 hasRelatedWork W2019752905 @default.
- W2950482006 hasRelatedWork W2042320239 @default.
- W2950482006 hasRelatedWork W2045311626 @default.
- W2950482006 hasRelatedWork W2078488300 @default.
- W2950482006 hasRelatedWork W2096655180 @default.
- W2950482006 hasRelatedWork W2139433170 @default.
- W2950482006 hasRelatedWork W2275918597 @default.
- W2950482006 hasRelatedWork W2281233563 @default.
- W2950482006 hasRelatedWork W2341154514 @default.
- W2950482006 hasRelatedWork W2350820290 @default.
- W2950482006 hasRelatedWork W2362195131 @default.
- W2950482006 hasRelatedWork W2365020897 @default.
- W2950482006 hasRelatedWork W2382697977 @default.
- W2950482006 hasRelatedWork W2386904027 @default.
- W2950482006 hasRelatedWork W2510582067 @default.
- W2950482006 hasRelatedWork W2589855047 @default.
- W2950482006 hasRelatedWork W2929484919 @default.
- W2950482006 hasRelatedWork W2981248039 @default.
- W2950482006 isParatext "false" @default.
- W2950482006 isRetracted "false" @default.
- W2950482006 magId "2950482006" @default.
- W2950482006 workType "article" @default.