FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4362637265> ?p ?o ?g. }

• W4362637265 endingPage "129478" @default.
• W4362637265 startingPage "129478" @default.
• W4362637265 abstract "Temporal disaggregation of rainfall has been of particular focus because of the non-availability of higher-resolution rainfall data for a long-duration period. Fine temporal resolution rainfall is used in a multitude of hydrological applications. Researchers have proposed various disaggregation models to disaggregate coarse temporal resolution rainfall. In this paper, firstly, the microcanonical multiplicative random cascade (MMRC) model is applied for disaggregation from daily rainfall to a one-hour scale. The model is applied in four different rainfall stations for disaggregation having varying rainfall patterns and characteristics. It is observed that the MMRC model can generate statistically reliable rainfall time series; however, the extreme rainfall characteristics are not well conserved by the model for all the stations. This paper describes a new model based on a random multiplicative cascade process where classification and parameter generation is done by k-means clustering such that it can better conserve extreme rainfall conditions and generate a reliable rainfall time series (MMRC-K). K-means clustering is a vector quantization method that divides the observations into a particular number of clusters based on the nearest mean called cluster centroid. The novel approach is tested with the same four Indian cities. The use of k-means clustering has made the classification and parameter generation of the model robust such that it can work with data sets of varying characteristics. It is found that MMRC-K provides improved conservation of extreme rainfall characteristics compared to the MMRC model for all four stations. The MMRC-K model reproduces the IDF curves of Delhi and Mumbai stations quite well; however, a little discrepancy was observed at higher resolution and larger return periods in Kolkata and Chennai stations. Extreme rainfall at finer resolution is used in various hydrological analyses and design problems like urban drainage design, stormwater management, etc. The overall superior conservation of the extreme rainfall characteristics in the model-generated rainfall time series by the MMRC-K model compared to the MMRC model supports the potential applicability of the model for temporal disaggregation." @default.
• W4362637265 created "2023-04-07" @default.
• W4362637265 creator A5035880351 @default.
• W4362637265 creator A5069908592 @default.
• W4362637265 date "2023-05-01" @default.
• W4362637265 modified "2023-10-06" @default.
• W4362637265 title "Introduction of k-means clustering into random cascade model for disaggregation of rainfall from daily to 1-hour resolution with improved preservation of extreme rainfall" @default.
• W4362637265 cites W1488457118 @default.
• W4362637265 cites W1839873553 @default.
• W4362637265 cites W1990390134 @default.
• W4362637265 cites W1991900788 @default.
• W4362637265 cites W1991987208 @default.
• W4362637265 cites W1993506317 @default.
• W4362637265 cites W1996881001 @default.
• W4362637265 cites W2008313676 @default.
• W4362637265 cites W2020167087 @default.
• W4362637265 cites W2066725020 @default.
• W4362637265 cites W2074947015 @default.
• W4362637265 cites W2115596331 @default.
• W4362637265 cites W2121471986 @default.
• W4362637265 cites W2154930823 @default.
• W4362637265 cites W2158432004 @default.
• W4362637265 cites W2159367676 @default.
• W4362637265 cites W2250474120 @default.
• W4362637265 cites W2769076414 @default.
• W4362637265 cites W2914234348 @default.
• W4362637265 cites W2943982528 @default.
• W4362637265 cites W2961857250 @default.
• W4362637265 cites W2968414033 @default.
• W4362637265 cites W4251831013 @default.
• W4362637265 cites W71639756 @default.
• W4362637265 doi "https://doi.org/10.1016/j.jhydrol.2023.129478" @default.
• W4362637265 hasPublicationYear "2023" @default.
• W4362637265 type Work @default.
• W4362637265 citedByCount "1" @default.
• W4362637265 crossrefType "journal-article" @default.
• W4362637265 hasAuthorship W4362637265A5035880351 @default.
• W4362637265 hasAuthorship W4362637265A5069908592 @default.
• W4362637265 hasConcept C105795698 @default.
• W4362637265 hasConcept C134306372 @default.
• W4362637265 hasConcept C153294291 @default.
• W4362637265 hasConcept C185592680 @default.
• W4362637265 hasConcept C205649164 @default.
• W4362637265 hasConcept C33923547 @default.
• W4362637265 hasConcept C34146451 @default.
• W4362637265 hasConcept C41008148 @default.
• W4362637265 hasConcept C42747912 @default.
• W4362637265 hasConcept C43617362 @default.
• W4362637265 hasConcept C73555534 @default.
• W4362637265 hasConceptScore W4362637265C105795698 @default.
• W4362637265 hasConceptScore W4362637265C134306372 @default.
• W4362637265 hasConceptScore W4362637265C153294291 @default.
• W4362637265 hasConceptScore W4362637265C185592680 @default.
• W4362637265 hasConceptScore W4362637265C205649164 @default.
• W4362637265 hasConceptScore W4362637265C33923547 @default.
• W4362637265 hasConceptScore W4362637265C34146451 @default.
• W4362637265 hasConceptScore W4362637265C41008148 @default.
• W4362637265 hasConceptScore W4362637265C42747912 @default.
• W4362637265 hasConceptScore W4362637265C43617362 @default.
• W4362637265 hasConceptScore W4362637265C73555534 @default.
• W4362637265 hasLocation W43626372651 @default.
• W4362637265 hasOpenAccess W4362637265 @default.
• W4362637265 hasPrimaryLocation W43626372651 @default.
• W4362637265 hasRelatedWork W1993024450 @default.
• W4362637265 hasRelatedWork W1996796035 @default.
• W4362637265 hasRelatedWork W2018682603 @default.
• W4362637265 hasRelatedWork W2045447888 @default.
• W4362637265 hasRelatedWork W2078560725 @default.
• W4362637265 hasRelatedWork W2092425628 @default.
• W4362637265 hasRelatedWork W2127459735 @default.
• W4362637265 hasRelatedWork W2543314671 @default.
• W4362637265 hasRelatedWork W2748952813 @default.
• W4362637265 hasRelatedWork W2782710936 @default.
• W4362637265 hasVolume "620" @default.
• W4362637265 isParatext "false" @default.
• W4362637265 isRetracted "false" @default.
• W4362637265 workType "article" @default.