skip to main content
OSTI.GOV title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: NIR and Py-mbms coupled with multivariate data analysis as a high-throughput biomass characterization technique: a review

Authors:
; ; ; ;
Publication Date:
Research Org.:
Energy Frontier Research Centers (EFRC) (United States). Center for Direct Catalytic Conversion of Biomass to Biofuels (C3Bio)
Sponsoring Org.:
USDOE Office of Science (SC), Basic Energy Sciences (BES) (SC-22)
OSTI Identifier:
1388503
DOE Contract Number:  
SC000997
Resource Type:
Journal Article
Journal Name:
Frontiers in Plant Science
Additional Journal Information:
Journal Volume: 5; Related Information: C3Bio partners with Purdue University (lead); Argonne National Laboratory; National Renewable Energy Laboratory; Northeastern University; University of Tennessee; Journal ID: ISSN 1664-462X
Publisher:
Frontiers Research Foundation
Country of Publication:
United States
Language:
English
Subject:
catalysis (homogeneous), catalysis (heterogeneous), biofuels (including algae and biomass), bio-inspired, materials and chemistry by design, synthesis (self-assembly), synthesis (scalable processing)

Citation Formats

Xiao, Li, Wei, Hui, Himmel, Michael E., Jameel, Hasan, and Kelley, Stephen S. NIR and Py-mbms coupled with multivariate data analysis as a high-throughput biomass characterization technique: a review. United States: N. p., 2014. Web. doi:10.3389/fpls.2014.00388.
Xiao, Li, Wei, Hui, Himmel, Michael E., Jameel, Hasan, & Kelley, Stephen S. NIR and Py-mbms coupled with multivariate data analysis as a high-throughput biomass characterization technique: a review. United States. doi:10.3389/fpls.2014.00388.
Xiao, Li, Wei, Hui, Himmel, Michael E., Jameel, Hasan, and Kelley, Stephen S. Thu . "NIR and Py-mbms coupled with multivariate data analysis as a high-throughput biomass characterization technique: a review". United States. doi:10.3389/fpls.2014.00388.
@article{osti_1388503,
title = {NIR and Py-mbms coupled with multivariate data analysis as a high-throughput biomass characterization technique: a review},
author = {Xiao, Li and Wei, Hui and Himmel, Michael E. and Jameel, Hasan and Kelley, Stephen S.},
abstractNote = {},
doi = {10.3389/fpls.2014.00388},
journal = {Frontiers in Plant Science},
issn = {1664-462X},
number = ,
volume = 5,
place = {United States},
year = {2014},
month = {8}
}

Works referenced in this record:

A Review of Band Assignments in near Infrared Spectra of Wood and Wood Components
journal, January 2011

  • Schwanninger, Manfred; Rodrigues, José Carlos; Fackler, Karin
  • Journal of Near Infrared Spectroscopy, Vol. 19, Issue 5
  • DOI: 10.1255/jnirs.955

Within tree variability of lignin composition in Populus
journal, June 2008


Fourier Transform near Infrared Assessment of Biomass Composition of Shrub Willow Clones ( Salix sp.) for Optimal Bio-Conversion Processing
journal, January 2011

  • Sandak, Jakub; Sandak, Anna
  • Journal of Near Infrared Spectroscopy, Vol. 19, Issue 5
  • DOI: 10.1255/jnirs.950

Natural paradigms of plant cell wall degradation
journal, June 2009


Assessment of Populus wood chemistry following the introduction of a Bt toxin gene
journal, May 2006


Multivariate NIR spectroscopy models for moisture, ash and calorific content in biofuels using bi-orthogonal partial least squares regression
journal, January 2005

  • Lestander, Torbjörn A.; Rhén, Christofer
  • The Analyst, Vol. 130, Issue 8
  • DOI: 10.1039/B500103J

Infrared and Raman Spectroscopy in Paper and pulp Analysis
journal, June 2001


Biomass Recalcitrance: Engineering Plants and Enzymes for Biofuels Production
journal, February 2007

  • Himmel, M. E.; Ding, S.-Y.; Johnson, D. K.
  • Science, Vol. 315, Issue 5813, p. 804-807
  • DOI: 10.1126/science.1137016

Characterisation of the torrefaction of beech wood using NIRS: Combined effects of temperature and duration
journal, March 2011


The application of pyrolysis-molecular beam mass spectrometry for characterization of bark phenolysis products
journal, May 2002


The Path Forward for Biofuels and Biomaterials
journal, January 2006

  • Ragauskas, Arthur J.; Williams, Charlotte K.; Davison, Brian H.
  • Science, Vol. 311, Issue 5760, p. 484-489
  • DOI: 10.1126/science.1114736

The Effect of Drying Temperature on the Composition of Biomass
journal, November 2008

  • Houghton, Tracy P.; Stevens, Daniel M.; Pryfogle, Peter A.
  • Applied Biochemistry and Biotechnology, Vol. 153, Issue 1-3
  • DOI: 10.1007/s12010-008-8406-x

Molecular-beam mass-spectrometric analysis of lignocellulosic materials
journal, December 1994

  • Agblevor, F. A.; Evans, R. J.; Johnson, K. D.
  • Journal of Analytical and Applied Pyrolysis, Vol. 30, Issue 2
  • DOI: 10.1016/0165-2370(94)00808-6

Qualitative and quantitative analysis of lignocellulosic biomass using infrared techniques: A mini-review
journal, April 2013


Rapid Assessment of Lignin Content and Structure in Switchgrass (Panicum virgatum L.) Grown Under Different Environmental Conditions
journal, October 2009


Near infrared analysis as a tool for rapid screening of some major wood characteristics in a eucalyptus breeding program
journal, July 2002

  • Baill�res, Henri; Davrieux, Fabrice; Ham-Pichavant, Fr�d�rique
  • Annals of Forest Science, Vol. 59, Issue 5-6
  • DOI: 10.1051/forest:2002032

Enhanced discrimination and calibration of biomass NIR spectral data using non-linear kernel methods
journal, November 2008


Strategy for the Application of Novel Characterization Methods for Biomass Fuels: Case Study of Straw
journal, February 2014


Using near infrared reflectance spectroscopy (NIRS) to predict the biological parameters of maize silage
journal, July 2004


Rapid characterization of biomass using near infrared spectroscopy coupled with multivariate data analysis: Part 1 yellow-poplar (Liriodendron tulipifera L.)
journal, June 2010


How Can We Unravel Complicated near Infrared Spectra?—Recent Progress in Spectral Analysis Methods for Resolution Enhancement and Band Assignments in the near Infrared Region
journal, March 2001

  • Ozaki, Yukihiro; Šašić, Slobodan; Jiang, Jian Hui
  • Journal of Near Infrared Spectroscopy, Vol. 9, Issue 2
  • DOI: 10.1255/jnirs.295

Determination of Dry Matter Content and Basic Density of Norway Spruce by near Infrared Reflectance and Transmittance Spectroscopy
journal, June 1994

  • Thygesen, Lisbeth G.
  • Journal of Near Infrared Spectroscopy, Vol. 2, Issue 3
  • DOI: 10.1255/jnirs.39

Smoothing and Differentiation of Data by Simplified Least Squares Procedures.
journal, July 1964

  • Savitzky, Abraham.; Golay, M. J. E.
  • Analytical Chemistry, Vol. 36, Issue 8
  • DOI: 10.1021/ac60214a047

Morphological, chemical and physical changes during charcoalification of wood and its relevance to archaeological contexts
journal, September 2008


Application of near Infrared Spectroscopy and Multivariate Analysis in the Forest Products Industry
journal, May 2011


Assessment of Lignocellulosic Biomass Using Analytical Spectroscopy: an Evolution to High-Throughput Techniques
journal, July 2013


Impacts of Feedstock Composition on Alcohol Yields and Greenhouse Gas Emissions from the NREL Thermochemical Ethanol Conversion Process
journal, August 2013


Molecular characterization of the pyrolysis of biomass
journal, March 1987


Rapid Characterization of Woody Biomass Digestibility and Chemical Composition Using Near-infrared SpectroscopyFree Access
journal, November 2010


Using Pyrolysis Molecular beam mass Spectrometry to Characterize soil Organic Carbon in Native Prairie Soils
journal, January 2007


Chemical Structure of Wood Charcoal by Infrared Spectroscopy and Multivariate Analysis
journal, May 2006

  • Labbé, Nicole; Harper, David; Rials, Timothy
  • Journal of Agricultural and Food Chemistry, Vol. 54, Issue 10
  • DOI: 10.1021/jf053062n

Compositional analysis of biomass feedstocks by near infrared reflectance spectroscopy
journal, January 1996


Near-infrared analysis of the chemical composition of rice straw
journal, August 2007


Compositional Analysis of Lignocellulosic Feedstocks. 1. Review and Description of Methods
journal, August 2010

  • Sluiter, Justin B.; Ruiz, Raymond O.; Scarlata, Christopher J.
  • Journal of Agricultural and Food Chemistry, Vol. 58, Issue 16, p. 9043-9053
  • DOI: 10.1021/jf1008023

Modeling for proximate analysis and heating value of torrefied biomass with vibration spectroscopy
journal, April 2013


Polysaccharide Degradation and Lignin Modification during Brown Rot of Spruce Wood: A Polarised Fourier Transform near Infrared Study
journal, January 2010

  • Fackler, Karin; Schwanninger, Manfred
  • Journal of Near Infrared Spectroscopy, Vol. 18, Issue 6
  • DOI: 10.1255/jnirs.901

Sunflower as a biofuels crop: An analysis of lignocellulosic chemical properties
journal, December 2013


Fast classification and compositional analysis of cornstover fractions using Fourier transform near-infrared techniques
journal, October 2008


Catalytic pyrolysis of biomass for biofuels production
journal, January 2010


Compositional Analysis of Lignocellulosic Feedstocks. 2. Method Uncertainties
journal, August 2010

  • Templeton, David W.; Scarlata, Christopher J.; Sluiter, Justin B.
  • Journal of Agricultural and Food Chemistry, Vol. 58, Issue 16
  • DOI: 10.1021/jf100807b

A Review of Recent Near Infrared Research for Wood and Paper
journal, February 2007


Spectroscopic Monitoring of Biomass Modification by Light-Irradiation and Heat Treatment
journal, October 2003

  • Tsuchikawa, Satoru; Murata, A.; Kohara, M.
  • Journal of Near Infrared Spectroscopy, Vol. 11, Issue 5
  • DOI: 10.1255/jnirs.391

Evaluation of density and strength of Norway spruce wood by near infrared reflectance spectroscopy
journal, January 1995

  • Hoffmeyer, P.; Pedersen, J. G.
  • Holz als Roh- und Werkstoff, Vol. 53, Issue 1
  • DOI: 10.1007/BF02716418

FT-IR imaging and pyrolysis-molecular beam mass spectrometry: new tools to investigate wood tissues
journal, January 2005

  • Labb�, Nicole; Rials, Timothy G.; Kelley, Stephen S.
  • Wood Science and Technology, Vol. 39, Issue 1
  • DOI: 10.1007/s00226-004-0274-0

Rapid Prediction of Solid Wood Lignin Content Using Transmittance Near-Infrared Spectroscopy
journal, March 2004

  • Yeh, Ting-Feng; Chang, Hou-min; Kadla, John F.
  • Journal of Agricultural and Food Chemistry, Vol. 52, Issue 6
  • DOI: 10.1021/jf034874r

Improved multivariate calibration models for corn stover feedstock and dilute-acid pretreated corn stover
journal, June 2009