Fourier transform infrared spectroscopic investigation of humic substance samples of different origin and typology supported by chemometric tools

In this paper 198 FTIR spectra of humic substance (HS) extracted from lake, marine sediments, soils and by Antarctic seawater were examined by Principal Component Analysis (PCA), Independent Component Analysis (ICA) and Two-dimensional Mapping (2DMAP) to identify the compositional and structural cha...

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Published in:International Journal of Environment and Health
Main Authors: Nicoletta Calace, Marco Pietroletti, Bianca Maria Petronio, Mauro Mecozzi, SCARPINITI, MICHELE
Other Authors: Nicoletta, Calace, Marco, Pietroletti, Bianca Maria, Petronio, Scarpiniti, Michele, Mauro, Mecozzi
Format: Article in Journal/Newspaper
Language:English
Published: 2011
Subjects:
ica
pca
Online Access:http://hdl.handle.net/11573/381668
https://doi.org/10.1504/ijenvh.2011.041330
http://www.scopus.com/inward/record.url?eid=2-s2.0-79960522084&partnerID=65&md5=f23ffefbe2c48f059f24a1ab0f3621d8
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record_format openpolar
spelling ftunivromairis:oai:iris.uniroma1.it:11573/381668 2024-04-14T08:01:32+00:00 Fourier transform infrared spectroscopic investigation of humic substance samples of different origin and typology supported by chemometric tools Nicoletta Calace Marco Pietroletti Bianca Maria Petronio Mauro Mecozzi SCARPINITI, MICHELE Nicoletta, Calace Marco, Pietroletti Bianca Maria, Petronio Scarpiniti, Michele Mauro, Mecozzi 2011 http://hdl.handle.net/11573/381668 https://doi.org/10.1504/ijenvh.2011.041330 http://www.scopus.com/inward/record.url?eid=2-s2.0-79960522084&partnerID=65&md5=f23ffefbe2c48f059f24a1ab0f3621d8 eng eng volume:5 issue:3 firstpage:246 lastpage:261 numberofpages:16 journal:INTERNATIONAL JOURNAL OF ENVIRONMENT AND HEALTH http://hdl.handle.net/11573/381668 doi:10.1504/ijenvh.2011.041330 info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-79960522084 http://www.scopus.com/inward/record.url?eid=2-s2.0-79960522084&partnerID=65&md5=f23ffefbe2c48f059f24a1ab0f3621d8 2dmap ftir spectroscopy fulvic acid humic acid humic substance ica independent component analysi pca principal component analysi two-dimensional mapping info:eu-repo/semantics/article 2011 ftunivromairis https://doi.org/10.1504/ijenvh.2011.041330 2024-03-21T19:30:04Z In this paper 198 FTIR spectra of humic substance (HS) extracted from lake, marine sediments, soils and by Antarctic seawater were examined by Principal Component Analysis (PCA), Independent Component Analysis (ICA) and Two-dimensional Mapping (2DMAP) to identify the compositional and structural characteristics which characterise the typologies of samples examined and which are hardly detectable by means of an ordinary visual examination of FTIR spectra. PCA was able to characterise the HS fraction with the highest amount of polymerised molecules consisting of humic acids (HA) essentially. 2DMAP allowed a direct qualitative comparison among different typologies of HS samples. At last, ICA application showed that HS samples are characterised by structures where the humification process is supported by polymerisation reactions and in addition by formation of supramolecular compounds arising from polar (hydrogen bond) and non-polar (Van der Walls) interactions among the several biomolecules present. Copyright © 2011 Inderscience Enterprises Ltd. Article in Journal/Newspaper Antarc* Antarctic Sapienza Università di Roma: CINECA IRIS Antarctic International Journal of Environment and Health 5 3 246
institution Open Polar
collection Sapienza Università di Roma: CINECA IRIS
op_collection_id ftunivromairis
language English
topic 2dmap
ftir spectroscopy
fulvic acid
humic acid
humic substance
ica
independent component analysi
pca
principal component analysi
two-dimensional mapping
spellingShingle 2dmap
ftir spectroscopy
fulvic acid
humic acid
humic substance
ica
independent component analysi
pca
principal component analysi
two-dimensional mapping
Nicoletta Calace
Marco Pietroletti
Bianca Maria Petronio
Mauro Mecozzi
SCARPINITI, MICHELE
Fourier transform infrared spectroscopic investigation of humic substance samples of different origin and typology supported by chemometric tools
topic_facet 2dmap
ftir spectroscopy
fulvic acid
humic acid
humic substance
ica
independent component analysi
pca
principal component analysi
two-dimensional mapping
description In this paper 198 FTIR spectra of humic substance (HS) extracted from lake, marine sediments, soils and by Antarctic seawater were examined by Principal Component Analysis (PCA), Independent Component Analysis (ICA) and Two-dimensional Mapping (2DMAP) to identify the compositional and structural characteristics which characterise the typologies of samples examined and which are hardly detectable by means of an ordinary visual examination of FTIR spectra. PCA was able to characterise the HS fraction with the highest amount of polymerised molecules consisting of humic acids (HA) essentially. 2DMAP allowed a direct qualitative comparison among different typologies of HS samples. At last, ICA application showed that HS samples are characterised by structures where the humification process is supported by polymerisation reactions and in addition by formation of supramolecular compounds arising from polar (hydrogen bond) and non-polar (Van der Walls) interactions among the several biomolecules present. Copyright © 2011 Inderscience Enterprises Ltd.
author2 Nicoletta, Calace
Marco, Pietroletti
Bianca Maria, Petronio
Scarpiniti, Michele
Mauro, Mecozzi
format Article in Journal/Newspaper
author Nicoletta Calace
Marco Pietroletti
Bianca Maria Petronio
Mauro Mecozzi
SCARPINITI, MICHELE
author_facet Nicoletta Calace
Marco Pietroletti
Bianca Maria Petronio
Mauro Mecozzi
SCARPINITI, MICHELE
author_sort Nicoletta Calace
title Fourier transform infrared spectroscopic investigation of humic substance samples of different origin and typology supported by chemometric tools
title_short Fourier transform infrared spectroscopic investigation of humic substance samples of different origin and typology supported by chemometric tools
title_full Fourier transform infrared spectroscopic investigation of humic substance samples of different origin and typology supported by chemometric tools
title_fullStr Fourier transform infrared spectroscopic investigation of humic substance samples of different origin and typology supported by chemometric tools
title_full_unstemmed Fourier transform infrared spectroscopic investigation of humic substance samples of different origin and typology supported by chemometric tools
title_sort fourier transform infrared spectroscopic investigation of humic substance samples of different origin and typology supported by chemometric tools
publishDate 2011
url http://hdl.handle.net/11573/381668
https://doi.org/10.1504/ijenvh.2011.041330
http://www.scopus.com/inward/record.url?eid=2-s2.0-79960522084&partnerID=65&md5=f23ffefbe2c48f059f24a1ab0f3621d8
geographic Antarctic
geographic_facet Antarctic
genre Antarc*
Antarctic
genre_facet Antarc*
Antarctic
op_relation volume:5
issue:3
firstpage:246
lastpage:261
numberofpages:16
journal:INTERNATIONAL JOURNAL OF ENVIRONMENT AND HEALTH
http://hdl.handle.net/11573/381668
doi:10.1504/ijenvh.2011.041330
info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-79960522084
http://www.scopus.com/inward/record.url?eid=2-s2.0-79960522084&partnerID=65&md5=f23ffefbe2c48f059f24a1ab0f3621d8
op_doi https://doi.org/10.1504/ijenvh.2011.041330
container_title International Journal of Environment and Health
container_volume 5
container_issue 3
container_start_page 246
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