Matches in SemOpenAlex for { <https://semopenalex.org/work/W2244536830> ?p ?o ?g. }
Showing items 1 to 88 of
88
with 100 items per page.
- W2244536830 startingPage "1511" @default.
- W2244536830 abstract "Long-range forecasting of intermittent streamflow in semi-arid Australia poses a number of major challenges: 1) extensive zero flow, 2) extremely skewed, 3) locally non-stationary, and 4) non-linear data. The aim of this study is to test two data-driven statistical models to forecast streamflow 12 months ahead. We apply logistic regression through Generalised Linear Models (GLM) and Generalised Additive Models for Location, Scale and Shape (GAMLSS) to determine the probability of flow occurrence above a range of minimum flow levels. Time, seasonality and climate indices describing the El Nino Southern Oscillation (ENSO) and Pacific and Indian Ocean sea surface temperatures are used to predict the probability of streamflow occurring 12 months ahead. Both models are capable of reproducing seasonality and longer term dry/wet periods. The GAMLSS approach is then used to forecast non-zero flow volumes and shows some skill in forecasting non-zero flow volumes, but skill decreases rapidly for higher flow volumes due to the decrease in data availability." @default.
- W2244536830 created "2016-06-24" @default.
- W2244536830 creator A5021878317 @default.
- W2244536830 creator A5029434346 @default.
- W2244536830 creator A5030793888 @default.
- W2244536830 creator A5038429101 @default.
- W2244536830 creator A5053434321 @default.
- W2244536830 date "2009-01-01" @default.
- W2244536830 modified "2023-09-23" @default.
- W2244536830 title "Long-range Forecasting of Intermittent Streamflow Using a Regression Framework" @default.
- W2244536830 hasPublicationYear "2009" @default.
- W2244536830 type Work @default.
- W2244536830 sameAs 2244536830 @default.
- W2244536830 citedByCount "0" @default.
- W2244536830 crossrefType "journal-article" @default.
- W2244536830 hasAuthorship W2244536830A5021878317 @default.
- W2244536830 hasAuthorship W2244536830A5029434346 @default.
- W2244536830 hasAuthorship W2244536830A5030793888 @default.
- W2244536830 hasAuthorship W2244536830A5038429101 @default.
- W2244536830 hasAuthorship W2244536830A5053434321 @default.
- W2244536830 hasConcept C105795698 @default.
- W2244536830 hasConcept C125403950 @default.
- W2244536830 hasConcept C126645576 @default.
- W2244536830 hasConcept C127313418 @default.
- W2244536830 hasConcept C149782125 @default.
- W2244536830 hasConcept C151956035 @default.
- W2244536830 hasConcept C153294291 @default.
- W2244536830 hasConcept C159985019 @default.
- W2244536830 hasConcept C192562407 @default.
- W2244536830 hasConcept C204323151 @default.
- W2244536830 hasConcept C205649164 @default.
- W2244536830 hasConcept C2524010 @default.
- W2244536830 hasConcept C33923547 @default.
- W2244536830 hasConcept C38349280 @default.
- W2244536830 hasConcept C39432304 @default.
- W2244536830 hasConcept C48921125 @default.
- W2244536830 hasConcept C49204034 @default.
- W2244536830 hasConcept C53739315 @default.
- W2244536830 hasConcept C58640448 @default.
- W2244536830 hasConcept C83546350 @default.
- W2244536830 hasConceptScore W2244536830C105795698 @default.
- W2244536830 hasConceptScore W2244536830C125403950 @default.
- W2244536830 hasConceptScore W2244536830C126645576 @default.
- W2244536830 hasConceptScore W2244536830C127313418 @default.
- W2244536830 hasConceptScore W2244536830C149782125 @default.
- W2244536830 hasConceptScore W2244536830C151956035 @default.
- W2244536830 hasConceptScore W2244536830C153294291 @default.
- W2244536830 hasConceptScore W2244536830C159985019 @default.
- W2244536830 hasConceptScore W2244536830C192562407 @default.
- W2244536830 hasConceptScore W2244536830C204323151 @default.
- W2244536830 hasConceptScore W2244536830C205649164 @default.
- W2244536830 hasConceptScore W2244536830C2524010 @default.
- W2244536830 hasConceptScore W2244536830C33923547 @default.
- W2244536830 hasConceptScore W2244536830C38349280 @default.
- W2244536830 hasConceptScore W2244536830C39432304 @default.
- W2244536830 hasConceptScore W2244536830C48921125 @default.
- W2244536830 hasConceptScore W2244536830C49204034 @default.
- W2244536830 hasConceptScore W2244536830C53739315 @default.
- W2244536830 hasConceptScore W2244536830C58640448 @default.
- W2244536830 hasConceptScore W2244536830C83546350 @default.
- W2244536830 hasLocation W22445368301 @default.
- W2244536830 hasOpenAccess W2244536830 @default.
- W2244536830 hasPrimaryLocation W22445368301 @default.
- W2244536830 hasRelatedWork W1518271946 @default.
- W2244536830 hasRelatedWork W1846377860 @default.
- W2244536830 hasRelatedWork W2033677518 @default.
- W2244536830 hasRelatedWork W2037986797 @default.
- W2244536830 hasRelatedWork W2042108805 @default.
- W2244536830 hasRelatedWork W2070528519 @default.
- W2244536830 hasRelatedWork W2076105451 @default.
- W2244536830 hasRelatedWork W2078621841 @default.
- W2244536830 hasRelatedWork W2086089745 @default.
- W2244536830 hasRelatedWork W2134804406 @default.
- W2244536830 hasRelatedWork W2171195093 @default.
- W2244536830 hasRelatedWork W2209700170 @default.
- W2244536830 hasRelatedWork W2249348233 @default.
- W2244536830 hasRelatedWork W2298052128 @default.
- W2244536830 hasRelatedWork W2322550103 @default.
- W2244536830 hasRelatedWork W2336795479 @default.
- W2244536830 hasRelatedWork W2412586744 @default.
- W2244536830 hasRelatedWork W2537200985 @default.
- W2244536830 hasRelatedWork W2553892484 @default.
- W2244536830 hasRelatedWork W72864768 @default.
- W2244536830 isParatext "false" @default.
- W2244536830 isRetracted "false" @default.
- W2244536830 magId "2244536830" @default.
- W2244536830 workType "article" @default.