Application of Principal Component Analysis in Modelling of Underground Water Transport

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F46747885%3A24220%2F09%3A%230001286" target="_blank" >RIV/46747885:24220/09:#0001286 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Application of Principal Component Analysis in Modelling of Underground Water Transport
Original language description
The paper deals with an unusual approach to reduction of a transport-reaction problem. We use Principal Component Analysis (PCA) which is widely used and applied in signal analysis and other technological problems but not in the context of transport-reaction problems. The paper introduces a linear algebraic interpretation of chemical analysis of a contaminated site and application of PCA for reduction of computational time of the transport part of a transport-reaction problem preserving as much information as possible. The paper deals also with interpretation of PCA results back to the ?chemistry language?.
Czech name
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Czech description
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Project
<a href="/en/project/1M0554" target="_blank" >1M0554: Advanced Remedial Technologies and Processes</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2009
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
IMACS Conference on Mathematical Modelling and Computational Methods in Applied Sciences and Engineering
ISBN
978-80-86407-66-1
ISSN
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e-ISSN
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Number of pages
1
Pages from-to
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Publisher name
Ústav geoniky AV ČR
Place of publication
Praha, Ústav geoniky AV ČR
Event location
Rožnov pod Radhoštěm
Event date
Jan 1, 2009
Type of event by nationality
EUR - Evropská akce
UT code for WoS article
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