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
| 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.] |
|---|---|
| 1. Verfasser: | |
| Körperschaft: | |
| Weitere Verfasser: | , |
| Zusammenfassung: | 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 |
| Sprache: | Englisch |
| Veröffentlicht: |
2014
|
| Schriftenreihe: | Comprehensive Utilization of Mineral Resources |
| Schlagworte: | |
| Online-Zugang: | http://iopscience.iop.org/1755-1315/21/1/012045 |
| Format: | MixedMaterials Elektronisch Buchkapitel |
| KOHA link: | https://koha.lib.tpu.ru/cgi-bin/koha/opac-detail.pl?biblionumber=638295 |
MARC
| LEADER | 00000nla2a2200000 4500 | ||
|---|---|---|---|
| 001 | 638295 | ||
| 005 | 20240111115017.0 | ||
| 035 | |a (RuTPU)RU\TPU\network\2596 | ||
| 035 | |a RU\TPU\network\2595 | ||
| 090 | |a 638295 | ||
| 100 | |a 20141224d2014 k y0engy50 ba | ||
| 101 | 0 | |a eng | |
| 102 | |a GB | ||
| 135 | |a drcn ---uucaa | ||
| 181 | 0 | |a i | |
| 182 | 0 | |a b | |
| 200 | 1 | |a The Use of Principle Component Analysis in Type Classification of Air-dry Peat |f N. V. Chukhareva, A. G. Zarubin, O. Bulgakova | |
| 203 | |a Text |c electronic | ||
| 225 | 1 | |a Comprehensive Utilization of Mineral Resources | |
| 300 | |a Title screen | ||
| 320 | |a [References: 14 tit.] | ||
| 330 | |a 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. | ||
| 333 | |a Режим доступа: по договору с организацией-держателем ресурса | ||
| 461 | 0 | |0 (RuTPU)RU\TPU\network\2499 |t IOP Conference Series: Earth and Environmental Science | |
| 463 | 0 | |0 (RuTPU)RU\TPU\network\2501 |t 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 |v [012045, 5 p.] |d 2014 | |
| 610 | 1 | |a электронный ресурс | |
| 610 | 1 | |a труды учёных ТПУ | |
| 610 | 1 | |a компонентный анализ | |
| 610 | 1 | |a классификация | |
| 610 | 1 | |a торф | |
| 610 | 1 | |a воздушно-сухой торф | |
| 610 | 1 | |a дискриминантный анализ | |
| 610 | 1 | |a статистический анализ | |
| 610 | 1 | |a физико-химический анализ | |
| 610 | 1 | |a ИК-спектры | |
| 700 | 1 | |a Chukhareva |b N. V. |c specialist in the field of oil and gas business |c associate Professor, Tomsk Polytechnic University, candidate of chemical Sciences |f 1967- |g Natalia Vyacheslavovna |3 (RuTPU)RU\TPU\pers\30652 |9 14933 | |
| 701 | 1 | |a Zarubin |b A. G. |c specialist in oil field equipment |c Associate Professor of Tomsk Polytechnic University, candidate of chemical sciences |f 1978- |g Aleksey Gennadievich |3 (RuTPU)RU\TPU\pers\33282 |9 17027 | |
| 701 | 1 | |a Bulgakova |b O. | |
| 712 | 0 | 2 | |a Национальный исследовательский Томский политехнический университет (ТПУ) |b Институт природных ресурсов (ИПР) |b Кафедра транспорта и хранения нефти и газа (ТХНГ) |3 (RuTPU)RU\TPU\col\18661 |
| 801 | 2 | |a RU |b 63413507 |c 20141225 |g RCR | |
| 856 | 4 | |u http://iopscience.iop.org/1755-1315/21/1/012045 | |
| 942 | |c CF | ||