FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2897917307> ?p ?o ?g. }

• W2897917307 endingPage "3995" @default.
• W2897917307 startingPage "3978" @default.
• W2897917307 abstract "Abstract The identification of the sources of sediment is a key part of the management of waterways. This is typically achieved through the well‐established technique known as sediment source fingerprinting that uses tracers and statistical mixing models. Until recently, the approach for solving these mixing models has been dominated by frequentist methods. This review focuses on the growing interest in Bayesian methods for sediment fingerprinting and presents them as an alternative or complementary addition to the frequentist methods. Bayesian methods emphasize flexibility, for example, in the choice of probability distributions for tracers, inclusion of parameter probability terms, the choice of how to characterize tracer proportion, and the choice of fully or empirical Bayesian techniques. The Bayesian approach flexibly combines previous known and current information, to produce results that aim to accurately reflect the real‐world environment. Under the Bayesian paradigm, all model parameters are treated as random variables, and this allows all sources of variation to be explicitly communicated and modelled. Although there are considerable advantages to using a Bayesian approach for sediment tracing, there are some possible problems the practitioner should be aware of. These include computational issues and potential difficulties in choosing probability distributions to realistically represent model parameters. Though there are choices as to what Bayesian approach to implement (i.e., fully or empirical Bayesian), a fully Bayesian approach has been found to best retain fidelity to the Bayesian paradigm of treating all parameters as random variables. It has been recognized that the field of sediment source fingerprinting would greatly benefit from the development of a model that incorporates the tracer selection process into the modelling framework allowing for an all‐in‐one approach, and the flexibility of a Bayesian approach makes this development possible." @default.
• W2897917307 created "2018-10-26" @default.
• W2897917307 creator A5023328816 @default.
• W2897917307 creator A5045585701 @default.
• W2897917307 creator A5060343216 @default.
• W2897917307 creator A5083777509 @default.
• W2897917307 date "2018-11-12" @default.
• W2897917307 modified "2023-09-26" @default.
• W2897917307 title "Application of the <scp>B</scp> ayesian approach to sediment fingerprinting and source attribution" @default.
• W2897917307 cites W1006284828 @default.
• W2897917307 cites W1192496314 @default.
• W2897917307 cites W1501936098 @default.
• W2897917307 cites W1505314834 @default.
• W2897917307 cites W1534877619 @default.
• W2897917307 cites W1569322641 @default.
• W2897917307 cites W1580623970 @default.
• W2897917307 cites W1582801283 @default.
• W2897917307 cites W1632025968 @default.
• W2897917307 cites W1715844396 @default.
• W2897917307 cites W1774557419 @default.
• W2897917307 cites W1814548766 @default.
• W2897917307 cites W1828538491 @default.
• W2897917307 cites W1831290908 @default.
• W2897917307 cites W1875189746 @default.
• W2897917307 cites W1916101866 @default.
• W2897917307 cites W1920474956 @default.
• W2897917307 cites W1965877339 @default.
• W2897917307 cites W1973952232 @default.
• W2897917307 cites W1977376298 @default.
• W2897917307 cites W1978405154 @default.
• W2897917307 cites W1981289397 @default.
• W2897917307 cites W1982918087 @default.
• W2897917307 cites W1984700711 @default.
• W2897917307 cites W1985423629 @default.
• W2897917307 cites W1993990281 @default.
• W2897917307 cites W1998529848 @default.
• W2897917307 cites W2002505573 @default.
• W2897917307 cites W2004682770 @default.
• W2897917307 cites W2006160154 @default.
• W2897917307 cites W2006743951 @default.
• W2897917307 cites W2007536412 @default.
• W2897917307 cites W2010904374 @default.
• W2897917307 cites W2013744256 @default.
• W2897917307 cites W2015053255 @default.
• W2897917307 cites W2016828481 @default.
• W2897917307 cites W2022852240 @default.
• W2897917307 cites W2025421837 @default.
• W2897917307 cites W2033381357 @default.
• W2897917307 cites W2035532575 @default.
• W2897917307 cites W2041842542 @default.
• W2897917307 cites W2044120193 @default.
• W2897917307 cites W2045080868 @default.
• W2897917307 cites W2054705476 @default.
• W2897917307 cites W2059350610 @default.
• W2897917307 cites W2065775350 @default.
• W2897917307 cites W2066875328 @default.
• W2897917307 cites W2070449671 @default.
• W2897917307 cites W2071754162 @default.
• W2897917307 cites W2074536655 @default.
• W2897917307 cites W2075170979 @default.
• W2897917307 cites W2075504959 @default.
• W2897917307 cites W2077125931 @default.
• W2897917307 cites W2080338846 @default.
• W2897917307 cites W2083843726 @default.
• W2897917307 cites W2083875149 @default.
• W2897917307 cites W2088453311 @default.
• W2897917307 cites W2091394489 @default.
• W2897917307 cites W2092276841 @default.
• W2897917307 cites W2093299294 @default.
• W2897917307 cites W2096470887 @default.
• W2897917307 cites W2103087220 @default.
• W2897917307 cites W2105706314 @default.
• W2897917307 cites W2106363079 @default.
• W2897917307 cites W2111441677 @default.
• W2897917307 cites W2115792662 @default.
• W2897917307 cites W2118855926 @default.
• W2897917307 cites W2130860902 @default.
• W2897917307 cites W2134469045 @default.
• W2897917307 cites W2137980061 @default.
• W2897917307 cites W2138710913 @default.
• W2897917307 cites W2140291117 @default.
• W2897917307 cites W2143457518 @default.
• W2897917307 cites W2153377958 @default.
• W2897917307 cites W2159830749 @default.
• W2897917307 cites W2160352226 @default.
• W2897917307 cites W2161970884 @default.
• W2897917307 cites W2169377711 @default.
• W2897917307 cites W2171939318 @default.
• W2897917307 cites W2315038516 @default.
• W2897917307 cites W2400896631 @default.
• W2897917307 cites W2469602211 @default.
• W2897917307 cites W2487122920 @default.
• W2897917307 cites W2488678869 @default.
• W2897917307 cites W2493977830 @default.
• W2897917307 cites W2503135644 @default.
• W2897917307 cites W2514032014 @default.
• W2897917307 cites W2528658992 @default.
• W2897917307 cites W2530871456 @default.

• next