The Use of Principle Component Analysis in Type Classification of Air-dry Peat; IOP Conference Series: Earth and Environmental Science; Vol. 21: XVIII International Scientific Symposium in Honour of Academician M. A. Usov: Problems of Geology and Subsurface Development 7–11 April 2014, Tomsk, Russia

Bibliografische gegevens
Parent link:	IOP Conference Series: Earth and Environmental Science Vol. 21: XVIII International Scientific Symposium in Honour of Academician M. A. Usov: Problems of Geology and Subsurface Development 7–11 April 2014, Tomsk, Russia.— 2014.— [012045, 5 p.]
Hoofdauteur:	Chukhareva N. V. Natalia Vyacheslavovna
Coauteur:	Национальный исследовательский Томский политехнический университет (ТПУ) Институт природных ресурсов (ИПР) Кафедра транспорта и хранения нефти и газа (ТХНГ)
Andere auteurs:	Zarubin A. G. Aleksey Gennadievich, Bulgakova O.
Samenvatting:	Title screen The Use of Principle Component Analysis in Type Classification of Air-dry Peat The use of principle component analysis (PCA) in the variant of projection on latent values with discriminant analysis (PLS-DA) in type classification of Siberian region air-dry peat by a set of properties is presented. A statistical analysis in principle component space by PCA of different physico-chemical properties of peat such as component composition, concentration of paramagnetic centers and IR-spectra is presented and shows a developed PLSDA classification model allows estimating peat type by a set of physico-chemical properties with minimum prediction errors. Режим доступа: по договору с организацией-держателем ресурса
Taal:	Engels
Gepubliceerd in:	2014
Reeks:	Comprehensive Utilization of Mineral Resources
Onderwerpen:	электронный ресурс труды учёных ТПУ компонентный анализ классификация торф воздушно-сухой торф дискриминантный анализ статистический анализ физико-химический анализ ИК-спектры
Online toegang:	http://iopscience.iop.org/1755-1315/21/1/012045
Formaat:	Elektronisch Hoofdstuk
KOHA link:	https://koha.lib.tpu.ru/cgi-bin/koha/opac-detail.pl?biblionumber=638295

Omschrijving
Samenvatting:	Title screen The Use of Principle Component Analysis in Type Classification of Air-dry Peat The use of principle component analysis (PCA) in the variant of projection on latent values with discriminant analysis (PLS-DA) in type classification of Siberian region air-dry peat by a set of properties is presented. A statistical analysis in principle component space by PCA of different physico-chemical properties of peat such as component composition, concentration of paramagnetic centers and IR-spectra is presented and shows a developed PLSDA classification model allows estimating peat type by a set of physico-chemical properties with minimum prediction errors. Режим доступа: по договору с организацией-держателем ресурса

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