Matches in SemOpenAlex for { <https://semopenalex.org/work/W2509968127> ?p ?o ?g. }
Showing items 1 to 73 of
73
with 100 items per page.
- W2509968127 endingPage "4498" @default.
- W2509968127 startingPage "4489" @default.
- W2509968127 abstract "Extreme rainfall can lead to flooding and causes various disadvantages, such as crop failure in the field of agriculture. An analysis to examine extreme events is required to minimize these adverse impacts. Extreme rainfall can be analyzed by statistical downscaling (SD) model which is the functional relationship between local scale variable as the response variable (rainfall) and global scale variables as the explanatory variables (precipitation of global circulation). The purpose of this research is to develop SD model with quantile regression to predict extreme rainfall and partial least square to reduce dimension of explanatory variables. Extreme rainfall modeling is developed using linear, quadratic and cubic quantile regression respectively at 75 th , 90 th , and 95 th quantiles. However, these models were not give good results. The models were improved by dummy variables. It was shown that cubic quantile regression model with the addition of dummy variables can predict extreme rainfall especially at 95 th quantile in February, which was closed to the" @default.
- W2509968127 created "2016-09-16" @default.
- W2509968127 creator A5039616921 @default.
- W2509968127 creator A5041517012 @default.
- W2509968127 creator A5055119396 @default.
- W2509968127 date "2015-01-01" @default.
- W2509968127 modified "2023-10-14" @default.
- W2509968127 title "Quantile regression with partial least squares in statistical downscaling for estimation of extreme rainfall" @default.
- W2509968127 cites W114051671 @default.
- W2509968127 cites W2020180741 @default.
- W2509968127 cites W2057143693 @default.
- W2509968127 cites W2073503722 @default.
- W2509968127 cites W2101036997 @default.
- W2509968127 cites W2122997902 @default.
- W2509968127 doi "https://doi.org/10.12988/ams.2015.53254" @default.
- W2509968127 hasPublicationYear "2015" @default.
- W2509968127 type Work @default.
- W2509968127 sameAs 2509968127 @default.
- W2509968127 citedByCount "3" @default.
- W2509968127 countsByYear W25099681272020 @default.
- W2509968127 countsByYear W25099681272021 @default.
- W2509968127 crossrefType "journal-article" @default.
- W2509968127 hasAuthorship W2509968127A5039616921 @default.
- W2509968127 hasAuthorship W2509968127A5041517012 @default.
- W2509968127 hasAuthorship W2509968127A5055119396 @default.
- W2509968127 hasConcept C105795698 @default.
- W2509968127 hasConcept C107054158 @default.
- W2509968127 hasConcept C118671147 @default.
- W2509968127 hasConcept C149782125 @default.
- W2509968127 hasConcept C153294291 @default.
- W2509968127 hasConcept C162324750 @default.
- W2509968127 hasConcept C187736073 @default.
- W2509968127 hasConcept C205649164 @default.
- W2509968127 hasConcept C22354355 @default.
- W2509968127 hasConcept C33923547 @default.
- W2509968127 hasConcept C41156917 @default.
- W2509968127 hasConcept C63817138 @default.
- W2509968127 hasConcept C83546350 @default.
- W2509968127 hasConcept C96250715 @default.
- W2509968127 hasConceptScore W2509968127C105795698 @default.
- W2509968127 hasConceptScore W2509968127C107054158 @default.
- W2509968127 hasConceptScore W2509968127C118671147 @default.
- W2509968127 hasConceptScore W2509968127C149782125 @default.
- W2509968127 hasConceptScore W2509968127C153294291 @default.
- W2509968127 hasConceptScore W2509968127C162324750 @default.
- W2509968127 hasConceptScore W2509968127C187736073 @default.
- W2509968127 hasConceptScore W2509968127C205649164 @default.
- W2509968127 hasConceptScore W2509968127C22354355 @default.
- W2509968127 hasConceptScore W2509968127C33923547 @default.
- W2509968127 hasConceptScore W2509968127C41156917 @default.
- W2509968127 hasConceptScore W2509968127C63817138 @default.
- W2509968127 hasConceptScore W2509968127C83546350 @default.
- W2509968127 hasConceptScore W2509968127C96250715 @default.
- W2509968127 hasLocation W25099681271 @default.
- W2509968127 hasOpenAccess W2509968127 @default.
- W2509968127 hasPrimaryLocation W25099681271 @default.
- W2509968127 hasRelatedWork W1561163178 @default.
- W2509968127 hasRelatedWork W2001319638 @default.
- W2509968127 hasRelatedWork W2004803051 @default.
- W2509968127 hasRelatedWork W2154247250 @default.
- W2509968127 hasRelatedWork W2361617509 @default.
- W2509968127 hasRelatedWork W2376310534 @default.
- W2509968127 hasRelatedWork W2890041053 @default.
- W2509968127 hasRelatedWork W4237949580 @default.
- W2509968127 hasRelatedWork W4283591047 @default.
- W2509968127 hasRelatedWork W4308624783 @default.
- W2509968127 hasVolume "9" @default.
- W2509968127 isParatext "false" @default.
- W2509968127 isRetracted "false" @default.
- W2509968127 magId "2509968127" @default.
- W2509968127 workType "article" @default.