FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W1566679688> ?p ?o ?g. }

• W1566679688 endingPage "55" @default.
• W1566679688 startingPage "39" @default.
• W1566679688 abstract "Various clustering methods have been applied to climate, ecological, and other environmental datasets, for example to define climate zones, automate land-use classification, and similar tasks. Measuring the “goodness” of such clusters is generally application-dependent and highly subjective, often requiring domain expertise and/or validation with field data (which can be costly or even impossible to acquire). Here we focus on one particular task: the extraction of ocean climate indices from observed climatological data. In this case, it is possible to quantify the relative performance of different methods. Specifically, we propose to extract indices with complex networks constructed from climate data, which have been shown to effectively capture the dynamical behavior of the global climate system, and compare their predictive power to candidate indices obtained using other popular clustering methods. Our results demonstrate that network-based clusters are statistically significantly better predictors of land climate than any other clustering method, which could lead to a deeper understanding of climate processes and complement physics-based climate models." @default.
• W1566679688 created "2016-06-24" @default.
• W1566679688 creator A5051249034 @default.
• W1566679688 creator A5064658255 @default.
• W1566679688 creator A5068157871 @default.
• W1566679688 date "2011-01-01" @default.
• W1566679688 modified "2023-09-27" @default.
• W1566679688 title "Comparing Predictive Power in Climate Data: Clustering Matters" @default.
• W1566679688 cites W1493454437 @default.
• W1566679688 cites W1977556410 @default.
• W1566679688 cites W1979585710 @default.
• W1566679688 cites W1992419399 @default.
• W1566679688 cites W2007572995 @default.
• W1566679688 cites W2011832962 @default.
• W1566679688 cites W2033590892 @default.
• W1566679688 cites W2038793346 @default.
• W1566679688 cites W2042963697 @default.
• W1566679688 cites W2065386084 @default.
• W1566679688 cites W2071134319 @default.
• W1566679688 cites W2073252985 @default.
• W1566679688 cites W2112090702 @default.
• W1566679688 cites W2127559745 @default.
• W1566679688 cites W2128705129 @default.
• W1566679688 cites W2130476447 @default.
• W1566679688 cites W2132603077 @default.
• W1566679688 cites W2135098204 @default.
• W1566679688 cites W2147308441 @default.
• W1566679688 cites W2169649438 @default.
• W1566679688 cites W2173251738 @default.
• W1566679688 cites W2174692639 @default.
• W1566679688 cites W950821216 @default.
• W1566679688 doi "https://doi.org/10.1007/978-3-642-22922-0_4" @default.
• W1566679688 hasPublicationYear "2011" @default.
• W1566679688 type Work @default.
• W1566679688 sameAs 1566679688 @default.
• W1566679688 citedByCount "17" @default.
• W1566679688 countsByYear W15666796882012 @default.
• W1566679688 countsByYear W15666796882013 @default.
• W1566679688 countsByYear W15666796882014 @default.
• W1566679688 countsByYear W15666796882015 @default.
• W1566679688 countsByYear W15666796882016 @default.
• W1566679688 countsByYear W15666796882017 @default.
• W1566679688 countsByYear W15666796882019 @default.
• W1566679688 countsByYear W15666796882021 @default.
• W1566679688 countsByYear W15666796882022 @default.
• W1566679688 crossrefType "book-chapter" @default.
• W1566679688 hasAuthorship W1566679688A5051249034 @default.
• W1566679688 hasAuthorship W1566679688A5064658255 @default.
• W1566679688 hasAuthorship W1566679688A5068157871 @default.
• W1566679688 hasConcept C104317684 @default.
• W1566679688 hasConcept C111472728 @default.
• W1566679688 hasConcept C112313634 @default.
• W1566679688 hasConcept C119857082 @default.
• W1566679688 hasConcept C124101348 @default.
• W1566679688 hasConcept C127716648 @default.
• W1566679688 hasConcept C132651083 @default.
• W1566679688 hasConcept C138885662 @default.
• W1566679688 hasConcept C154945302 @default.
• W1566679688 hasConcept C162324750 @default.
• W1566679688 hasConcept C168754636 @default.
• W1566679688 hasConcept C185592680 @default.
• W1566679688 hasConcept C187736073 @default.
• W1566679688 hasConcept C188082640 @default.
• W1566679688 hasConcept C18903297 @default.
• W1566679688 hasConcept C202444582 @default.
• W1566679688 hasConcept C2778136018 @default.
• W1566679688 hasConcept C2780451532 @default.
• W1566679688 hasConcept C33923547 @default.
• W1566679688 hasConcept C41008148 @default.
• W1566679688 hasConcept C55493867 @default.
• W1566679688 hasConcept C73555534 @default.
• W1566679688 hasConcept C86803240 @default.
• W1566679688 hasConcept C9652623 @default.
• W1566679688 hasConceptScore W1566679688C104317684 @default.
• W1566679688 hasConceptScore W1566679688C111472728 @default.
• W1566679688 hasConceptScore W1566679688C112313634 @default.
• W1566679688 hasConceptScore W1566679688C119857082 @default.
• W1566679688 hasConceptScore W1566679688C124101348 @default.
• W1566679688 hasConceptScore W1566679688C127716648 @default.
• W1566679688 hasConceptScore W1566679688C132651083 @default.
• W1566679688 hasConceptScore W1566679688C138885662 @default.
• W1566679688 hasConceptScore W1566679688C154945302 @default.
• W1566679688 hasConceptScore W1566679688C162324750 @default.
• W1566679688 hasConceptScore W1566679688C168754636 @default.
• W1566679688 hasConceptScore W1566679688C185592680 @default.
• W1566679688 hasConceptScore W1566679688C187736073 @default.
• W1566679688 hasConceptScore W1566679688C188082640 @default.
• W1566679688 hasConceptScore W1566679688C18903297 @default.
• W1566679688 hasConceptScore W1566679688C202444582 @default.
• W1566679688 hasConceptScore W1566679688C2778136018 @default.
• W1566679688 hasConceptScore W1566679688C2780451532 @default.
• W1566679688 hasConceptScore W1566679688C33923547 @default.
• W1566679688 hasConceptScore W1566679688C41008148 @default.
• W1566679688 hasConceptScore W1566679688C55493867 @default.
• W1566679688 hasConceptScore W1566679688C73555534 @default.
• W1566679688 hasConceptScore W1566679688C86803240 @default.
• W1566679688 hasConceptScore W1566679688C9652623 @default.
• W1566679688 hasLocation W15666796881 @default.

• next