Matches in SemOpenAlex for { <https://semopenalex.org/work/W2561929424> ?p ?o ?g. }
Showing items 1 to 95 of
95
with 100 items per page.
- W2561929424 endingPage "4060" @default.
- W2561929424 startingPage "4053" @default.
- W2561929424 abstract "We present a Hidden Markov Model-based algorithm for constructing timescales for paleoclimate records by annual layer counting. This objective, statistics-based approach has a number of major advantages over the current manual approach, beginning with speed. Manual layer counting of a single core (up to 3km in length) can require multiple person-years of time; the StratiCounter algorithm can count up to 100 layers/min, corresponding to a full-length timescale constructed in a few days. Moreover, the algorithm gives rigorous uncertainty estimates for the resulting timescale, which are far smaller than those produced manually. We demonstrate the utility of StratiCounter by applying it to ice-core data from two cores from Greenland and Antarctica. Performance of the algorithm is comparable to a manual approach. When using all available data, false-discovery rates and miss rates are 1-1.2% and 1.2-1.6%, respectively, for the two cores. For one core, even better agreement is found when using only the chemistry series primarily employed by human experts in the manual approach." @default.
- W2561929424 created "2017-01-06" @default.
- W2561929424 creator A5000732802 @default.
- W2561929424 date "2016-02-18" @default.
- W2561929424 modified "2023-09-25" @default.
- W2561929424 title "A Hidden Markov Model Approach to Infer Timescales for High-Resolution Climate Archives" @default.
- W2561929424 cites W1506806321 @default.
- W2561929424 cites W1524739845 @default.
- W2561929424 cites W1830138900 @default.
- W2561929424 cites W1934887595 @default.
- W2561929424 cites W1964855358 @default.
- W2561929424 cites W1996862213 @default.
- W2561929424 cites W2051962101 @default.
- W2561929424 cites W2055082389 @default.
- W2561929424 cites W2076517688 @default.
- W2561929424 cites W2076618452 @default.
- W2561929424 cites W2080940309 @default.
- W2561929424 cites W2114095858 @default.
- W2561929424 cites W2132999078 @default.
- W2561929424 cites W2152850821 @default.
- W2561929424 cites W2161679449 @default.
- W2561929424 cites W2605425712 @default.
- W2561929424 cites W2928827 @default.
- W2561929424 cites W2187179127 @default.
- W2561929424 doi "https://doi.org/10.1609/aaai.v30i2.19084" @default.
- W2561929424 hasPublicationYear "2016" @default.
- W2561929424 type Work @default.
- W2561929424 sameAs 2561929424 @default.
- W2561929424 citedByCount "27" @default.
- W2561929424 countsByYear W25619294242017 @default.
- W2561929424 countsByYear W25619294242018 @default.
- W2561929424 countsByYear W25619294242019 @default.
- W2561929424 countsByYear W25619294242020 @default.
- W2561929424 countsByYear W25619294242022 @default.
- W2561929424 crossrefType "journal-article" @default.
- W2561929424 hasAuthorship W2561929424A5000732802 @default.
- W2561929424 hasBestOaLocation W25619294242 @default.
- W2561929424 hasConcept C111368507 @default.
- W2561929424 hasConcept C11413529 @default.
- W2561929424 hasConcept C119857082 @default.
- W2561929424 hasConcept C124101348 @default.
- W2561929424 hasConcept C127313418 @default.
- W2561929424 hasConcept C132651083 @default.
- W2561929424 hasConcept C138268822 @default.
- W2561929424 hasConcept C143724316 @default.
- W2561929424 hasConcept C151730666 @default.
- W2561929424 hasConcept C154945302 @default.
- W2561929424 hasConcept C205325660 @default.
- W2561929424 hasConcept C2164484 @default.
- W2561929424 hasConcept C23224414 @default.
- W2561929424 hasConcept C33683781 @default.
- W2561929424 hasConcept C41008148 @default.
- W2561929424 hasConcept C49204034 @default.
- W2561929424 hasConcept C76155785 @default.
- W2561929424 hasConcept C98763669 @default.
- W2561929424 hasConceptScore W2561929424C111368507 @default.
- W2561929424 hasConceptScore W2561929424C11413529 @default.
- W2561929424 hasConceptScore W2561929424C119857082 @default.
- W2561929424 hasConceptScore W2561929424C124101348 @default.
- W2561929424 hasConceptScore W2561929424C127313418 @default.
- W2561929424 hasConceptScore W2561929424C132651083 @default.
- W2561929424 hasConceptScore W2561929424C138268822 @default.
- W2561929424 hasConceptScore W2561929424C143724316 @default.
- W2561929424 hasConceptScore W2561929424C151730666 @default.
- W2561929424 hasConceptScore W2561929424C154945302 @default.
- W2561929424 hasConceptScore W2561929424C205325660 @default.
- W2561929424 hasConceptScore W2561929424C2164484 @default.
- W2561929424 hasConceptScore W2561929424C23224414 @default.
- W2561929424 hasConceptScore W2561929424C33683781 @default.
- W2561929424 hasConceptScore W2561929424C41008148 @default.
- W2561929424 hasConceptScore W2561929424C49204034 @default.
- W2561929424 hasConceptScore W2561929424C76155785 @default.
- W2561929424 hasConceptScore W2561929424C98763669 @default.
- W2561929424 hasIssue "2" @default.
- W2561929424 hasLocation W25619294241 @default.
- W2561929424 hasLocation W25619294242 @default.
- W2561929424 hasOpenAccess W2561929424 @default.
- W2561929424 hasPrimaryLocation W25619294241 @default.
- W2561929424 hasRelatedWork W1599670624 @default.
- W2561929424 hasRelatedWork W2006459910 @default.
- W2561929424 hasRelatedWork W2015769083 @default.
- W2561929424 hasRelatedWork W2016803373 @default.
- W2561929424 hasRelatedWork W2045311365 @default.
- W2561929424 hasRelatedWork W2358941527 @default.
- W2561929424 hasRelatedWork W2389529561 @default.
- W2561929424 hasRelatedWork W2561929424 @default.
- W2561929424 hasRelatedWork W2980923411 @default.
- W2561929424 hasRelatedWork W4211114936 @default.
- W2561929424 hasVolume "30" @default.
- W2561929424 isParatext "false" @default.
- W2561929424 isRetracted "false" @default.
- W2561929424 magId "2561929424" @default.
- W2561929424 workType "article" @default.